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553.88 l S 0 0 1 SC 146.04 554.84 m 153.72 554.84 l 161.4 554.72 l 165.24 554.6 l 168.96 554.36 l 172.8 554.12 l 176.64 554.12 l 178.56 554.24 l 180.48 554.48 l 188.16 555.68 l 190.08 555.8 l 192 555.92 l 193.92 555.8 l 195.84 555.68 l 199.56 555.08 l 203.4 554.48 l 205.32 554.24 l 207.24 554.12 l 211.08 554.12 l 214.86 554.24 l 222.54 554.48 l 224.46 554.48 l 230.22 554.12 l 232.14 554 l 234.06 554.12 l 235.98 554.24 l 237.9 554.6 l 239.82 555.2 l 241.74 555.92 l 243.66 556.88 l 245.46 557.96 l 247.38 559.04 l 251.22 560.96 l 253.14 561.68 l 255.06 562.16 l 256.98 562.52 l 260.82 563 l 262.74 563.12 l 264.66 563.48 l 266.58 563.96 l 268.5 564.68 l 270.42 565.52 l 272.34 566.24 l 274.26 567.08 l 276.18 568.16 l 278.1 569.3 l 279.06 570.02 l 280.02 570.86 l 281.94 572.78 l 282.9 573.98 l 283.86 575.3 l 284.82 576.74 l 285.78 578.42 l 287.7 582.26 l 289.62 586.58 l 291.42 591.26 l 293.34 595.94 l 295.26 600.5 l 296.22 602.66 l 297.18 604.7 l 298.14 606.62 l 299.1 608.42 l 301.02 611.78 l 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348.9 650.66 l 350.82 650.66 l 352.74 650.54 l 354.66 650.3 l 356.58 649.94 l 358.5 649.7 l 360.42 649.58 l 362.34 649.82 l 366.18 651.02 l 367.98 651.74 l 368.94 651.98 l 369.9 652.1 l 370.86 652.1 l 371.82 651.98 l 372.78 651.74 l 373.74 651.26 l 374.7 650.66 l 375.66 649.7 l 376.62 648.5 l 377.58 647.18 l 378.54 645.62 l 379.5 643.94 l 380.46 642.02 l 382.38 637.94 l 383.34 635.66 l 385.26 630.98 l 389.1 621.38 l 391.02 616.7 l 391.98 614.42 l 393.9 609.38 l 394.8 606.74 l 398.64 595.94 l 400.56 590.66 l 401.52 588.14 l 402.48 585.74 l 403.44 583.46 l 404.4 581.3 l 405.36 579.38 l 406.32 577.58 l S 406.32 577.58 m 407.28 576.02 l 408.24 574.58 l 409.2 573.38 l 410.16 572.3 l 412.08 570.38 l 413.88 569 l 415.8 567.68 l 417.72 566.6 l 419.64 565.4 l 421.56 564.08 l 425.4 561.32 l 427.32 560 l 429.24 558.8 l 433.08 556.64 l 435 555.8 l 436.92 555.08 l 438.84 554.6 l 440.76 554.24 l 442.68 554 l 452.16 554 l 456 553.88 l 467.52 553.88 l S 0.796 1 1 SC 146.04 554.96 m 161.4 554.48 l 168.96 554.24 l 172.8 554.12 l 176.64 554.24 l 178.56 554.36 l 184.32 555.08 l 188.16 555.44 l 190.08 555.68 l 193.92 555.68 l 195.84 555.44 l 199.56 555.08 l 205.32 554.36 l 207.24 554.24 l 211.08 554.12 l 214.86 554.24 l 218.7 554.36 l 224.46 554.36 l 226.38 554.12 l 230.22 553.88 l 232.14 553.76 l 234.06 553.76 l 235.98 553.88 l 237.9 554.24 l 239.82 554.84 l 241.74 555.56 l 243.66 556.52 l 245.46 557.6 l 251.22 560.84 l 253.14 561.68 l 255.06 562.4 l 264.66 565.4 l 266.58 566.24 l 270.42 568.16 l 272.34 569.06 l 274.26 569.9 l 276.18 570.98 l 277.14 571.58 l 279.06 573.02 l 280.98 574.94 l 281.94 576.14 l 282.9 577.46 l 283.86 578.9 l 284.82 580.58 l 285.78 582.5 l 286.74 584.66 l 287.7 586.94 l 289.62 591.98 l 291.42 597.38 l 293.34 602.9 l 295.26 608.18 l 297.18 613.22 l 298.14 615.5 l 299.1 617.54 l 302.94 625.46 l 304.86 629.18 l 306.78 632.78 l 308.7 635.9 l 309.66 637.34 l 310.62 638.66 l 311.58 639.86 l 312.54 640.94 l 313.5 641.9 l 314.46 642.62 l 315.42 643.1 l 316.38 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l 405.36 583.82 l 406.32 581.78 l S 406.32 581.78 m 407.28 579.98 l 408.24 578.3 l 409.08 576.86 l 410.04 575.54 l 411 574.34 l 412.92 572.18 l 413.88 571.34 l 415.92 569.66 l 417.84 568.16 l 419.64 566.84 l 423.48 563.72 l 427.32 560.84 l 431.16 558.44 l 435 556.52 l 436.92 555.8 l 438.84 555.2 l 440.76 554.72 l 442.68 554.48 l 444.48 554.24 l 448.32 554 l 452.16 553.88 l 456 553.76 l 459.84 553.76 l 463.68 553.88 l 467.52 553.88 l S 0.796 1 0.796 SC 146.04 554.84 m 161.4 554.36 l 168.96 554.24 l 176.64 554.24 l 184.32 554.72 l 188.16 555.08 l 192 555.2 l 195.84 555.08 l 199.56 554.72 l 207.24 554.24 l 214.86 554.24 l 222.54 554.36 l 224.46 554.36 l 226.38 554.24 l 230.22 554.12 l 232.14 554 l 234.06 554.12 l 235.98 554.24 l 237.9 554.6 l 239.82 555.08 l 243.66 556.52 l 245.46 557.48 l 249.3 559.28 l 253.14 560.96 l 256.98 562.4 l 260.82 563.72 l 262.74 564.32 l 266.58 566 l 270.42 567.92 l 272.34 568.76 l 274.26 569.54 l 276.18 570.5 l 278.1 571.7 l 279.06 572.42 l 280.02 573.26 l 280.98 574.22 l 281.94 575.3 l 282.9 576.5 l 283.86 577.94 l 284.82 579.5 l 286.74 583.34 l 287.7 585.5 l 288.66 587.78 l 289.62 590.18 l 291.42 595.22 l 295.26 605.54 l 297.18 610.58 l 301.02 619.7 l 304.86 629.3 l 306.78 633.98 l 307.74 636.26 l 308.7 638.42 l 309.66 640.46 l 310.62 642.38 l 311.58 644.06 l 312.54 645.5 l 313.5 646.82 l 314.46 647.9 l 315.42 648.62 l 316.38 649.1 l 317.34 649.22 l 318.3 649.22 l 319.26 648.98 l 321.18 648.02 l 322.02 647.42 l 324.9 645.62 l 325.86 645.14 l 326.82 644.78 l 327.78 644.54 l 328.74 644.66 l 329.7 644.9 l 330.66 645.38 l 331.62 646.1 l 332.58 646.94 l 333.54 647.9 l 334.5 648.98 l 335.46 650.18 l 339.3 655.22 l 341.22 657.62 l 343.14 659.78 l 344.1 660.62 l 345.06 661.34 l 346.02 661.94 l 346.98 662.42 l 348.9 663.26 l 350.82 663.86 l 352.74 664.34 l 354.66 664.7 l 356.58 664.94 l 358.5 665.3 l 360.42 665.78 l 362.34 666.5 l 366.18 668.9 l 367.98 669.98 l 368.94 670.58 l 369.9 670.94 l 371.82 671.42 l 372.78 671.42 l 373.74 671.18 l 374.7 670.7 l 375.66 670.1 l 376.62 669.26 l 377.58 668.3 l 378.54 667.1 l 379.5 665.78 l 380.46 664.34 l 381.42 662.78 l 382.38 661.1 l 383.34 659.3 l 384.3 657.38 l 385.26 655.34 l 387.18 651.02 l 388.14 648.62 l 390.06 643.58 l 391.02 640.94 l 391.98 638.06 l 392.94 634.94 l 393.9 631.46 l 394.8 627.74 l 395.76 623.9 l 398.64 611.66 l 399.6 607.7 l 400.56 603.62 l 401.52 599.78 l 402.48 596.06 l 403.44 592.58 l 404.88 587.9 l 405.84 585.26 l 406.32 584.06 l S 406.32 584.06 m 407.16 582.26 l 408 580.58 l 408.96 579.02 l 410.88 576.38 l 413.88 573.38 l 415.92 571.7 l 417.96 570.26 l 419.88 569 l 421.56 567.56 l 427.32 562.52 l 431.16 559.64 l 433.08 558.32 l 435 557.24 l 436.92 556.28 l 438.84 555.56 l 440.76 554.96 l 442.68 554.6 l 444.48 554.36 l 448.32 554.12 l 452.16 553.88 l 456 553.76 l 459.84 553.76 l 463.68 553.88 l 467.52 553.88 l S 1 1 0.6 SC 146.04 553.88 m 224.46 553.88 l 226.38 553.64 l 232.14 553.28 l 234.06 553.28 l 235.98 553.52 l 237.9 553.88 l 239.82 554.48 l 241.74 555.32 l 243.66 556.28 l 245.46 557.36 l 249.3 559.64 l 256.98 564.44 l 260.82 566.96 l 264.66 569.54 l 268.5 572.18 l 270.18 573.14 l 272.1 573.86 l 276.18 575.3 l 277.26 575.78 l 278.22 576.38 l 279.3 576.98 l 281.22 578.66 l 282.18 579.74 l 283.02 580.94 l 283.86 582.38 l 284.82 584.3 l 285.78 586.7 l 286.74 589.22 l 287.7 592.1 l 288.66 595.22 l 290.58 601.7 l 291.42 605.18 l 293.34 612.02 l 295.26 618.5 l 296.22 621.62 l 297.18 624.5 l 298.14 627.14 l 299.1 629.42 l 301.02 633.5 l 301.98 635.3 l 302.94 636.98 l 303.9 638.54 l 304.86 639.98 l 306.78 642.74 l 308.7 645.14 l 310.62 647.42 l 312.54 649.58 l 314.46 651.86 l 316.38 654.02 l 318.3 656.06 l 320.22 657.86 l 322.02 659.66 l 329.7 666.14 l 333.54 669.5 l 337.38 672.74 l 339.3 674.3 l 343.14 677.18 l 345.06 678.38 l 346.98 679.46 l 350.82 681.14 l 352.74 681.86 l 356.58 683 l 360.42 684.44 l 362.34 685.4 l 364.26 686.72 l 366.18 688.16 l 367.98 689.6 l 369.9 690.8 l 370.86 691.16 l 371.82 691.4 l 372.78 691.52 l 373.74 691.52 l 374.7 691.16 l 375.66 690.68 l 376.5 690.08 l 377.34 689.36 l 378.18 688.52 l 379.14 687.44 l 380.22 686.24 l 381.18 685.04 l 382.26 683.48 l 383.34 681.98 l 385.5 678.38 l 386.46 676.34 l 387.54 674.18 l 388.5 671.78 l 389.34 669.38 l 390.18 666.86 l 391.02 664.1 l 391.5 662.3 l 391.98 660.26 l 392.46 658.1 l 393.42 653.3 l 393.9 650.66 l 394.32 648.02 l 395.76 639.38 l 396.72 633.26 l 399.6 614.18 l 400.56 607.94 l 401.52 601.94 l 402 599.06 l 402.96 593.54 l 403.44 590.9 l 404.4 586.1 l 404.88 583.94 l 405.36 581.9 l 405.84 579.98 l 406.32 578.3 l 407.04 576.38 l 407.76 574.58 l 408.6 573.02 l 409.56 571.58 l 410.64 570.26 l 411.72 569.06 l 412.8 568.04 l 413.88 567.08 l 415.08 566.24 l 416.16 565.4 l 418.32 564.08 l 419.28 563.48 l 420.12 563 l 421.56 562.04 l 423.48 560.72 l 425.4 559.64 l 427.32 558.8 l 429.24 558.08 l 433.08 556.88 l 436.92 555.92 l S 436.92 555.92 m 438.84 555.44 l 440.76 555.08 l 444.48 554.48 l 448.32 554.12 l 452.16 553.88 l 456 553.76 l 459.84 553.76 l 463.68 553.88 l 467.52 553.88 l S 0 0 0 SC 146.04 650.18 m 161.4 641.06 l S 0.06 w 161.4 641.06 m 176.64 637.7 l S 0.479 w 176.64 637.7 m 192 634.34 l S 0.06 w 192 634.34 m 207.24 637.1 l S 0.479 w 207.24 637.1 m 222.54 639.74 l S 0.06 w 222.54 639.74 m 237.9 657.14 l S 0.479 w 237.9 657.14 m 253.14 674.66 l S 0.06 w 253.14 674.66 m 268.5 679.58 l S 0.479 w 268.5 679.58 m 283.86 684.44 l S 0.06 w 283.86 684.44 m 299.1 692.72 l S 0.479 w 299.1 692.72 m 314.46 701 l S 0.06 w 314.46 701 m 329.7 704.6 l S 0.479 w 329.7 704.6 m 345.06 708.08 l S 0.06 w 345.06 708.08 m 360.42 710 l S 0.479 w 360.42 710 m 375.66 711.92 l S 0.06 w 375.66 711.92 m 391.02 707.72 l S 0.479 w 391.02 707.72 m 406.32 703.64 l S 0.06 w 406.32 703.64 m 421.56 687.08 l S 0.479 w 421.56 687.08 m 436.92 670.58 l 452.16 659.06 l 467.52 647.54 l S 1 1 0 sc 163.14 641.12 m 163.14 642.08 162.3 642.86 161.34 642.86 c 160.38 642.86 159.6 642.08 159.6 641.12 c 159.6 640.16 160.38 639.32 161.34 639.32 c 162.3 639.32 163.14 640.16 163.14 641.12 c h B* 193.74 634.4 m 193.74 635.36 192.9 636.14 191.94 636.14 c 190.98 636.14 190.2 635.36 190.2 634.4 c 190.2 633.44 190.98 632.6 191.94 632.6 c 192.9 632.6 193.74 633.44 193.74 634.4 c h B* 224.28 639.8 m 224.28 640.76 223.44 641.54 222.48 641.54 c 221.52 641.54 220.74 640.76 220.74 639.8 c 220.74 638.84 221.52 638 222.48 638 c 223.44 638 224.28 638.84 224.28 639.8 c h B* 254.88 674.72 m 254.88 675.68 254.04 676.46 253.08 676.46 c 252.12 676.46 251.34 675.68 251.34 674.72 c 251.34 673.76 252.12 672.92 253.08 672.92 c 254.04 672.92 254.88 673.76 254.88 674.72 c h B* 285.6 684.5 m 285.6 685.46 284.76 686.24 283.8 686.24 c 282.84 686.24 282.06 685.46 282.06 684.5 c 282.06 683.54 282.84 682.7 283.8 682.7 c 284.76 682.7 285.6 683.54 285.6 684.5 c h B* 316.2 701.06 m 316.2 702.02 315.36 702.8 314.4 702.8 c 313.44 702.8 312.66 702.02 312.66 701.06 c 312.66 700.1 313.44 699.26 314.4 699.26 c 315.36 699.26 316.2 700.1 316.2 701.06 c h B* 346.8 708.14 m 346.8 709.1 345.96 709.88 345 709.88 c 344.04 709.88 343.26 709.1 343.26 708.14 c 343.26 707.18 344.04 706.34 345 706.34 c 345.96 706.34 346.8 707.18 346.8 708.14 c h B* 377.4 711.98 m 377.4 712.94 376.56 713.72 375.6 713.72 c 374.64 713.72 373.86 712.94 373.86 711.98 c 373.86 711.02 374.64 710.18 375.6 710.18 c 376.56 710.18 377.4 711.02 377.4 711.98 c h B* 408.06 703.7 m 408.06 704.66 407.22 705.44 406.26 705.44 c 405.3 705.44 404.52 704.66 404.52 703.7 c 404.52 702.74 405.3 701.9 406.26 701.9 c 407.22 701.9 408.06 702.74 408.06 703.7 c h B* 438.66 670.64 m 438.66 671.6 437.82 672.38 436.86 672.38 c 435.9 672.38 435.12 671.6 435.12 670.64 c 435.12 669.68 435.9 668.84 436.86 668.84 c 437.82 668.84 438.66 669.68 438.66 670.64 c h B* 469.26 647.6 m 469.26 648.56 468.42 649.34 467.46 649.34 c 466.5 649.34 465.72 648.56 465.72 647.6 c 465.72 646.64 466.5 645.8 467.46 645.8 c 468.42 645.8 469.26 646.64 469.26 647.6 c h B* 0 0 0 sc BT /TT0 1 Tf 5.5169 0 0 5.5169 138.72 552.1403 Tm (0)Tj 0.0094 Tc -0.5655 3.2736 Td (10)Tj 0 3.3062 TD (20)Tj 0 3.2844 TD (30)Tj 0 3.3062 TD (40)Tj 0 3.2844 TD (50)Tj 0 3.3062 TD (60)Tj 0 3.2736 TD (70)Tj 0 3.3062 TD (80)Tj 0 3.2844 TD (90)Tj -0.5655 3.3062 Td (100)Tj 1.6096 -34.3886 Td [(305)-1087(313)-1066(321)-1087(329)-1066(33)11(7)-1087(345)-1087(353)-1066(361)-1087(001)-1087(009)-1066(017)-1087(025)-1066(033)-1087(041)-1087(049)-1066(057)-1087(06)11(5)-1087(073)-1066(081)-1087(089)-1066(097)-1087(105)]TJ -0.0036 Tc 0.0018 Tw 6.9563 0 0 6.9563 271.74 522.2003 Tm [(D)-6(a)1(y)31( of the y)31(ear \(M)19(onth\))]TJ -0.0026 Tc 0.0085 Tw 0 8.0356 -8.0356 0 127.08 555.9203 Tm [(Relat)-8(i)-4(v)-10(e)1( f)-8(r)2(equenc)-10(y)-10( of)-8( s)-10(t)-8(andard f)-8(ill value,)-8( in %)-9( .)]TJ ET 1 1 1 sc 172.26 734.3 45.78 -92.94 re f 0.06 w 172.2 641.36 45.84 93 re S 1 0 1 SC 0.479 w 175.32 730.28 m 186.36 730.28 l S 0 0 0 sc BT /TT0 1 Tf 0.0094 Tc -0.0045 Tw 5.5169 0 0 5.5169 187.68 728.4203 Tm [(0 -)16( 10 %)]TJ ET 1 1 0 SC 175.32 722.6 m 186.36 722.6 l S BT /TT0 1 Tf 5.5169 0 0 5.5169 187.68 720.7403 Tm [(10 -)16( 20 %)]TJ ET 0.004 1 1 SC 175.32 714.8 m 186.36 714.8 l S BT /TT0 1 Tf 5.5169 0 0 5.5169 187.68 712.9403 Tm [(20 -)16( 30 %)]TJ ET 0.502 0 0.502 SC 175.32 707.12 m 186.36 707.12 l S BT /TT0 1 Tf 5.5169 0 0 5.5169 187.68 705.2603 Tm [(30 -)16( 40 %)]TJ ET 0.502 0 0 SC 175.32 699.32 m 186.36 699.32 l S BT /TT0 1 Tf 5.5169 0 0 5.5169 187.68 697.4603 Tm [(40 -)16( 50 %)]TJ ET 0 0.502 0.502 SC 175.32 691.64 m 186.36 691.64 l S BT /TT0 1 Tf 5.5169 0 0 5.5169 187.68 689.7803 Tm [(50 -)16( 60 %)]TJ ET 0 0 1 SC 175.32 683.96 m 186.36 683.96 l S BT /TT0 1 Tf 5.5169 0 0 5.5169 187.68 682.1003 Tm [(60 -)16( 70 %)]TJ ET 0.004 0.796 1 SC 175.32 676.22 m 186.36 676.22 l S BT /TT0 1 Tf 5.5169 0 0 5.5169 187.68 674.3603 Tm [(70 -)16( 80 %)]TJ ET 0.796 1 1 SC 175.32 668.54 m 186.36 668.54 l S BT /TT0 1 Tf 5.5169 0 0 5.5169 187.68 666.6803 Tm [(80 -)16( 90 %)]TJ ET 0.796 1 0.796 SC 175.32 660.74 m 186.36 660.74 l S BT /TT0 1 Tf 5.5169 0 0 5.5169 187.68 658.8803 Tm [(90 -)16( 100 %)]TJ ET 1 1 0.6 SC 175.32 653.06 m 186.36 653.06 l S BT /TT0 1 Tf 5.5169 0 0 5.5169 187.68 651.2003 Tm (100 %)Tj ET 0 0 0 SC 175.32 645.26 m 186.36 645.26 l S 1 1 0 sc 182.46 645.32 m 182.46 646.22 181.68 646.94 180.78 646.94 c 179.88 646.94 179.16 646.22 179.16 645.32 c 179.16 644.42 179.88 643.64 180.78 643.64 c 181.68 643.64 182.46 644.42 182.46 645.32 c h B* 0 0 0 sc BT /TT0 1 Tf -0.0025 Tc 0.0074 Tw 5.5169 0 0 5.5169 187.68 643.4003 Tm [(NDV)-10(I)14( x 1)-12(0)-12(0)]TJ ET q 161.64 530.54 29.1 7.86 re W n BT /TT1 1 Tf 0 Tc 0 Tw 6.9563 0 0 6.9563 161.64 532.2203 Tm (N)Tj ET Q BT /TT1 1 Tf 0.0018 Tc 0 Tw 6.9563 0 0 6.9563 166.68 532.2203 Tm [(ov)19(em)38(be)]TJ ET q 161.64 530.54 29.1 7.86 re W n BT /TT1 1 Tf 0 Tc 6.9563 0 0 6.9563 188.4 532.2203 Tm (r)Tj ET Q BT /TT1 1 Tf 0.0037 Tc 6.9563 0 0 6.9563 224.34 532.4603 Tm [(Decem)40(ber)]TJ -0.017 Tc 9.2463 0.0518 Td [(J)-25(a)-22(nua)-22(r)-12(y)]TJ -0.0192 Tc 7.5903 -0.0518 Td [(Fe)-24(b)-19(r)-14(ua)-24(r)-14(y)]TJ 0.0063 Tc 8.6857 -0.0345 Td [(Mar)12(c)2(h)]TJ -0.0149 Tc 6.6587 0.0345 Td [(Ap)-15(r)-10(i)4(l)]TJ ET 0.359 w 146.4 539.72 m 468.36 539.72 l 205.92 539.72 m 205.92 535.4 l 268.5 539.72 m 268.5 535.4 l 326.82 539.72 m 326.82 535.4 l 379.62 539.72 m 379.62 535.4 l 439.08 539.72 m 439.08 535.4 l 146.4 539.72 m 146.4 535.4 l S 115.32 742.76 0.48 -0.48 re f 115.32 742.76 364.68 -0.48 re f 479.52 742.76 0.48 -0.48 re f 115.32 742.28 0.48 -226.32 re f 479.52 742.28 0.48 -226.32 re f 115.32 515.96 0.48 -0.48 re f 115.32 515.96 364.68 -0.48 re f 479.52 515.96 0.48 -0.48 re f BT /TT1 1 Tf 0 Tc 12 0 0 12 480 515.4803 Tm ( )Tj -15.195 -0.925 Td ( )Tj /TT2 1 Tf 0.0005 Tc 0.3095 Tw -18.895 -1.15 Td (Figure 3)Tj /TT1 1 Tf 0.0004 Tc 3.895 0 Td (: Relative frequency of )Tj /TT3 1 Tf 0.3097 Tw 10.69 0 Td (Standard fill value)Tj /TT1 1 Tf 0 Tc 0 Tw 8.07 0 Td ( )Tj /TT3 1 Tf 0.56 0 Td (255)Tj /TT1 1 Tf 0.0013 Tc 0.3087 Tw 1.495 0 Td [( pixels \()4(%)-1(\))4( in rela)5(tion)6( to the)5( )]TJ 0.0002 Tc 0.1848 Tw -19.985 -1.15 Td (percentage of soybean in the pixel pl)Tj 0.0003 Tc 0.1847 Tw 15.835 0 Td [(us the averaged soybean NDVI)-7( tem)8(poral )]TJ 0.0007 Tc 0 Tw -15.835 -1.15 Td (behavior. )Tj 0 Tc -4.725 -1.15 Td ( )Tj 0.0002 Tc 0.2478 Tw 1.655 -1.15 Td [(The relativ)5(e frequency of pixels retrieve)]TJ 0.0003 Tc 0.2489 Tw 17.32 0 Td [(d by each algorithm)8( is separately)5( shown in )]TJ /TT2 1 Tf 0.0005 Tc 0.0795 Tw -18.975 -1.15 Td (Figure 4)Tj /TT1 1 Tf 0.0004 Tc 0.079 Tw 3.665 0 Td [( for each p)5(i)-2(xel soybean percentage in a 10% in)5(terval.)]TJ /TT2 1 Tf 0 Tc 0 Tw 21.935 0 Td ( )Tj /TT1 1 Tf 0.001 Tc 0.079 Tw 0.33 0 Td [(Note th)6(at the h)6(i)-1(ghe)5(st re)5(lativ)6(e)5( )]TJ 0 Tc 0.12 Tw -25.93 -1.15 Td (frequency of )Tj /TT3 1 Tf 0.125 Tw 5.57 0 Td (No Data)Tj /TT1 1 Tf 0.0005 Tc 0.1203 Tw 3.54 0 Td [( pixels \(when both m)8(a)-1(in and back-u)]TJ 0 Tc 0.1225 Tw 15.065 0 Td [(p algorithm)8(s could )]TJ -0.0003 Tc 0.1178 Tw 8.11 0 Td (not retrieve a )Tj 0.0009 Tc 0.2374 Tw -32.285 -1.15 Td [(valid LAI value\) o)6(ccu)]TJ 0.0003 Tc 0.2397 Tw 9.52 0 Td [(rs during the m)8(i)-2(d soybean season)]TJ 0.0007 Tc 0.2373 Tw 14.5 0 Td [( \(between m)9(i)-1(d January and m)9(i)-6(d )]TJ 0.0005 Tc 0.0025 Tw -24.02 -1.15 Td (March\) and increases as the per)Tj 0.0007 Tc 0.0043 Tw 12.655 0 Td (centage of soybean in the pixe)Tj 0.0003 Tc 0.003 Tw 12.155 0 Td (l increases. Nevertheless, during )Tj 0.0011 Tc 0.0529 Tw -24.81 -1.15 Td [(this p)6(eriod,)6( m)9(ain algorithm)9( retr)4(ieva)5(ls decr)4(ease)5( )]TJ 19.115 0 Td [(while back)6(-)4(up algor)4(ith)6(m)9( retrieva)5(ls incre)5(ase a)5(s )]TJ 0.0003 Tc 0.1147 Tw -19.115 -1.15 Td (the percentage of soybean in the pixel increas)Tj 0 Tc 0.1156 Tw 19.05 0 Td [(es. On the other hand, the frequency of m)8(a)-1(in )]TJ 0.0003 Tc 0.1047 Tw -19.05 -1.15 Td [(algorithm)8( retrievals is significantly )]TJ 0.1021 Tw 14.69 0 Td [(higher and overwhelm)8(s)-5( other retrievals)]TJ 0 Tc 0 Tw 10.02 0 0 10.02 440.16 338.7803 Tm ( )Tj -0.0008 Tc 0.1041 Tw 12 0 0 12 443.88 338.7803 Tm (in early and late )Tj 0.0002 Tc 0.4448 Tw -31.08 -1.15 Td [(soybean season \(from Novem)8(ber to m)8(i)-2(d D)]TJ 0.0006 Tc 0.4452 Tw 19.66 0 Td [(ecem)8(ber and from)8( l)-7(a)-1(te March)6( to April,)6( )]TJ 0.0001 Tc 0.2799 Tw -19.66 -1.15 Td [(respectively\). This dom)8(i)-2(nance is also higher )]TJ 0.0002 Tc 0.2798 Tw 19.59 0 Td (as the percentage of )Tj 0.0007 Tc 0.2776 Tw 9.335 0 Td (soybean in the pixel )Tj -0.0001 Tc 0.0551 Tw -28.925 -1.15 Td (increases, mainly during the early season. Those )Tj 0.0004 Tc 0.0537 Tw 20.02 0 Td (results suggest that the presence of soybean )Tj 0.0006 Tc -0.0026 Tw -20.02 -1.15 Td [(areas also impacts the algorithm)8(s perf)]TJ 0.0002 Tc -0.0014 Tw 15.13 0 Td [(orm)8(a)-1(nce in retrieving LAI values. )]TJ 0 Tc 0 Tw 10.02 0 0 10.02 70.92 271.6404 Tm ( )Tj 12 0 0 12 70.92 258.3203 Tm ( )Tj 0 g ET /GS1 gs BT /T1_0 9 Tf 1 0 0 1 289.994 28.8 Tm (257)Tj ET endstream endobj 233 0 obj 38067 endobj 234 0 obj << /Filter /FlateDecode /Length 235 0 R >> stream HWێ}#/" @l#kH}NGXlOY,V*ViƨkyËz]Fi3Q'e2>^f3Yދ X=꨾(klԛ_M$LtQQA%IX8YOh71YeG{ƶ;KZDRBxx$csz!k)΍!#!/ e;)<)z =9r,Ο"%*7aunMjaњ6 aӹP8vn %XQk bDKpk@'|u85{S;G钼'kuZSwqbT ը -j m#LDI We}ԅ5]\llf1޶`)ĠX5VPZ9`Al^ VMᅩ'aj$ S-aHNa|ij U$6OH3Ueqf[0~mUXe*I쿬D؊4 uVlZJ>ƷV؊%F_ mn^^8H T-%#vd44sTVGLS)\P-ܚ'P!jX9uz^3CZ1D:SǵBű-Ћ5%+˻7!b5Bnb*ӹ>gi]-JWHfg41 ֤VkOtY @fpqE3EVX`0z 3b˸|uvCeXRUX`u˸3e,0j+VG\*FJ6*c'Íc˸7H̑u塀3_ -Tv3lqɄu,b2,д ^l?\gƍKD;])zxP;.¨BuW͛] jk٢TmO]x9\ީ;>\n_AM҅@sc5eEi}Y lO&B^m3<~z,\}-}J:g梟FE%k )3 'cj䣠Iϯpv`bg^̃524eŗEKZj-+JdeeA( bY0aTt, Pg5;Lb2X#<$52RCQxbրf600}hy_ulmX_xGLU-jґ/ζOq%=[}?=ީ+Þ;\RFU4JQ?Oԣ@( !ևZL(Ck=aj)輯/aަ(uB.}Lf]o72 iM%6 |Z7\?c|̞| ][Y=ߪ+3v[/e٭SL^&Er%NO3. zɱr iK)rU6%~f_8֧ Y(8ɦf3R1RpxġpP4d|f,yk+dLHUy%D9G$ M'>nŀj".p@8yRZ".AU+ùߚV'. 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ÈA)r-8= wEE]$"Ȫ*8O+:Dʢ,eQ?BV,iRNF !b5RFw\l_=8 Ϸ$m]t{ۢȶږv VGxfw3=}{쾧#=Wٔ&}g/C\@CРns6Hظ闧T+mYEI7 Up%AC-.j4{N<;ۑr(9Q ;@׉b7{1ʘhTq<@2@!?a/(2"?$Ge%{:Zxd6Hq:^*W.5GD-xq_Nl钞q iQP{Rb0;.RHV3r1DGZI>~E]v=6+ֶ( ?NLJX-r([TyA,:->ehKoUTTAX%KEz S endstream endobj 241 0 obj 12808 endobj 242 0 obj << /Length 243 0 R >> stream /CS0 cs 0 0 0 sc 1 i /RelativeColorimetric ri /GS0 gs BT /TT0 1 Tf 12 0 0 12 372.24 556.6403 Tm ( )Tj -25.11 -0.92 Td ( )Tj /TT1 1 Tf 0.0005 Tc 0.2095 Tw 0 -1.15 TD (Figure 4)Tj /TT0 1 Tf 0.0007 Tc 0.2084 Tw 3.795 0 Td [(: Relativ)6(e frequency of algorithm)9(s \(%\) in )]TJ 0.0005 Tc 0.2095 Tw 18.21 0 Td [(relation to the p)6(e)-1(rcen)6(tage o)6(f)4( soybean )]TJ -0.0001 Tc 0.0001 Tw -17.395 -1.15 Td (percentage in the pixels. )Tj 0 Tc 0 Tw -2.955 -1.15 Td ( )Tj 0.0003 Tc 0.1497 Tw T* [(The Relative frequency of biom)8(e-type as func)]TJ 0.0002 Tc 0.149 Tw 19.285 0 Td (tion of the percentage of soybean in the )Tj 0.0015 Tc -0.0015 Tw -20.94 -1.15 Td (pixel is)Tj /TT1 1 Tf 0 Tc 0 Tw 2.925 0 Td ( )Tj /TT0 1 Tf 0.0001 Tc 0.0049 Tw 0.255 0 Td (presented in )Tj /TT1 1 Tf 0.0012 Tc 0.0038 Tw 5.12 0 Td [(F)7(i)-1(g)6(u)2(re 5)]TJ /TT0 1 Tf 0.0007 Tc 0.0023 Tw 3.58 0 Td (. It is important to point)Tj 0.0009 Tc 0.0031 Tw 9.525 0 Td [( out that the num)9(ber of )]TJ /TT2 1 Tf 0.0005 Tc 0 Tw 9.41 0 Td (broadleaf)Tj /TT0 1 Tf 0.0013 Tc 0.0037 Tw 3.895 0 Td [( biom)9(e-)]TJ 0.0004 Tc 0.0976 Tw -34.71 -1.15 Td (type pixels increases as the pe)Tj -0.0002 Tc 0.1002 Tw 12.525 0 Td (rcentage of soybean in the pi)Tj 0.0001 Tc 0.0986 Tw 12.015 0 Td (xel increases. 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196.98 300.5 8.58 -4.68 re B* 218.34 300.68 8.52 -3.78 re B* 239.7 300.74 8.58 -2.82 re B* 261.12 300.86 8.46 -2.52 re B* 282.42 300.86 8.58 -1.74 re B* 303.84 300.86 8.46 -1.38 re B* 325.14 300.98 8.58 -1.2 re B* 346.56 300.86 8.46 -0.96 re B* 367.86 300.86 8.58 -0.48 re B* 389.28 300.98 8.46 -0.6 re B* 1 0.502 0.502 sc 196.98 301.16 8.58 -0.66 re B* 218.34 301.16 8.52 -0.48 re B* 239.7 301.16 8.58 -0.42 re B* 261.12 301.16 8.46 -0.3 re B* 282.42 301.16 8.58 -0.3 re B* 303.84 301.16 8.46 -0.3 re B* 325.14 301.16 8.58 -0.18 re B* 346.56 301.16 8.46 -0.3 re B* 367.86 301.16 8.58 -0.3 re B* 389.28 301.16 8.46 -0.18 re B* 0.06 w 190.56 301.16 m 190.56 161.12 l 188.94 161.12 m 190.56 161.12 l 188.94 175.16 m 190.56 175.16 l 188.94 189.14 m 190.56 189.14 l 188.94 203.12 m 190.56 203.12 l 188.94 217.1 m 190.56 217.1 l 188.94 231.08 m 190.56 231.08 l 188.94 245.18 m 190.56 245.18 l 188.94 259.16 m 190.56 259.16 l 188.94 273.2 m 190.56 273.2 l 188.94 287.18 m 190.56 287.18 l 188.94 301.16 m 190.56 301.16 l 190.56 161.12 m 425.64 161.12 l 190.56 159.5 m 190.56 161.12 l 211.98 159.5 m 211.98 161.12 l 233.34 159.5 m 233.34 161.12 l 254.7 159.5 m 254.7 161.12 l 276.06 159.5 m 276.06 161.12 l 297.48 159.5 m 297.48 161.12 l 318.78 159.5 m 318.78 161.12 l 340.2 159.5 m 340.2 161.12 l 361.5 159.5 m 361.5 161.12 l 382.92 159.5 m 382.92 161.12 l 404.22 159.5 m 404.22 161.12 l 425.64 159.5 m 425.64 161.12 l S 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT9 1 Tf 5.3435 0 0 5.3435 181.9992 555.5219 Tm (0)Tj 0.0053 Tc -0.5053 2.6162 Td (10)Tj 0 2.6275 TD (20)Tj 0 2.6162 TD (30)Tj 0 2.6162 TD (40)Tj T* (50)Tj 0 2.6387 TD (60)Tj 0 2.6162 TD (70)Tj 0 2.6162 TD (80)Tj 0 2.6275 TD (90)Tj -0.5053 2.6162 Td (100)Tj 0.0029 Tw 2.5601 -27.6783 Td [(>)8( )11(0 -)13( )11(10 )-842(10 -)13( )11(20)-1156(20 -)24( 30)-1134(30 -)13( )11(40)-1156(40 -)13( )11(50)-1156(50 )11(-)13( 60)-1134(60 -)13( )11(70)-1156(70 -)24( 80)-1134(80 -)13( )11(90)-909(90 )11(-)13( 100)-1549(100)]TJ -0.003 Tc 0.0091 Tw 7.9669 0 0 7.9669 249.5592 533.5619 Tm [(Perc)12(entag)15(e)4( of)6( soy)8(be)12(a)4(n in th)8(e pixel)]TJ -0.0025 Tc 0.0086 Tw 0 7.9669 -7.9669 0 170.7192 584.8019 Tm [(R)-6(e)-3(lati)-11(ve F)-11(r)-1(equ)-7(e)5(ncy,)-9( in)-7( % .)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 1 1 1 sc 182.58 315.56 244.32 -10.68 re f 0.6 0.6 1 sc 0.387 w 0 j 186.06 308.3 3.42 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT9 1 Tf 0.0011 Tc 0.0044 Tw 5.6351 0 0 5.6351 188.8992 704.322 Tm [(B)19(r)4(oa)8(dl)23(eaf)25( c)8(r)4(op)11(s)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 0.6 0.216 0.4 sc 232.44 308.3 3.42 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT9 1 Tf -0.0209 Tc 0 Tw 5.6351 0 0 5.6351 235.2792 704.322 Tm [(S)-18(a)-24(va)-24(nna)-14(h)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 1 1 0.796 sc 264.84 308.3 3.42 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT9 1 Tf 0.0039 Tc 5.6351 0 0 5.6351 267.7392 704.322 Tm [(G)13(r)7(a)11(sses/)5(ce)11(r)7(eal)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 0.796 1 1 sc 308.28 308.3 3.36 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT9 1 Tf -0.0242 Tc 0.0297 Tw 5.6351 0 0 5.6351 311.1192 704.322 Tm [(B)-7(r)-21(o)-14(a)-27(d)-25(l)-2(e)-17(a)-28(f fo)-25(r)-11(e)-28(s)-29(t)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 0.4 0 0.4 sc 355.14 308.3 3.42 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT9 1 Tf -0.0011 Tc 0 Tw 5.6351 0 0 5.6351 357.9792 704.322 Tm [(Sh)20(r)13(u)20(bs)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 1 0.502 0.502 sc 381.48 308.3 3.36 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT9 1 Tf 0.0036 Tc 0.0019 Tw 5.6351 0 0 5.6351 384.3192 704.322 Tm [(N)12(eedl)26(el)26(e)11(af)28( f)28(o)3(r)17(est)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 160.98 322.04 0.48 -0.48 re f 160.98 322.04 273.42 -0.48 re f 433.92 322.04 0.48 -0.48 re f 160.98 321.56 0.48 -190.14 re f 433.92 321.56 0.48 -190.14 re f 160.98 131.42 0.48 -0.48 re f 160.98 131.42 273.42 -0.48 re f 433.92 131.42 0.48 -0.48 re f 1 0 0 1 1.9608 -396.0816 cm BT /TT9 1 Tf 0 Tc 0 Tw 12 0 0 12 432.4392 527.0219 Tm ( )Tj -30.29 -0.925 Td ( )Tj /TT10 1 Tf 0.0005 Tc -0.0005 Tw 0 -1.15 TD (Figure 5)Tj /TT9 1 Tf 0.0004 Tc -0.0004 Tw 3.585 0 Td [(: R)7(e)-1(lative frequency \(%\) of biom)8(e-type )]TJ 0.0001 Tc -0.0001 Tw 15.99 0 Td (by percentage of soybean in the pixel. )Tj 0 Tc 0 Tw -19.575 -1.15 Td ( )Tj /TT10 1 Tf 0 -1.16 TD ( )Tj 0 g ET /GS9 gs BT /T1_4 9 Tf 1 0 0 1 289.994 28.8 Tm (258)Tj /CS8 cs 0 0 0 sc ET /GS8 gs BT /TT10 1 Tf 12 0 0 12 70.92 731.6003 Tm (4. Conclusion )Tj /TT9 1 Tf -0.0002 Tc 0.0392 Tw 0 -1.64 TD [(Since the high relative f)8(r)-2(equency of )]TJ /TT11 1 Tf 0.0385 Tw 14.775 0 Td (Standard fill value 255)Tj /TT9 1 Tf 0.0011 Tc 0.0364 Tw 9.31 0 Td [( r)4(etr)4(ievals in)6( )]TJ /TT11 1 Tf 0.0004 Tc 0.0396 Tw 5.355 0 Td (Collection 4)Tj /TT9 1 Tf 0 Tc 0 Tw 4.955 0 Td ( )Tj /TT11 1 Tf -0.0001 Tc 0.29 0 Td (MODIS )Tj -0.001 Tc -34.685 -1.15 Td (LAI)Tj /TT9 1 Tf -0.0004 Tc 0.0854 Tw 1.5 0 Td ( product \(MOD15A2\) occurs for pixels with )Tj 0.0853 Tw 18.55 0 Td (high soybean percentage)Tj 0.0004 Tc 0.0821 Tw 10.05 0 Td (, only in a specific )Tj 0.0002 Tc 0.0789 Tw -30.1 -1.15 Td [(period which coincides with the m)8(a)-6(xim)8(u)-5(m)8( soybean)]TJ 0.0009 Tc 0.0753 Tw 21.08 0 Td ( growth stage, the re)Tj 0.0003 Tc 0.0797 Tw 8.45 0 Td [(sults from)8( our study )]TJ 0.0007 Tc 0.0059 Tw -29.53 -1.15 Td (indicate that those retrievals )Tj -0.0003 Tc 0.0103 Tw 11.54 0 Td (are closely related to the soybean)Tj 13.34 0 Td ( areas. Besides, their occurrence )Tj 0.001 Tc 0.339 Tw -24.88 -1.15 Td [(appears)5( not to be)5( dire)5(ctly)6( re)5(lated)6( to an)6( eve)5(n)1(tual m)9(i)-1(sclassif)4(i)-1(ca)5(tion)6( in )]TJ /TT11 1 Tf 0.0002 Tc 0 Tw 30.91 0 Td (landcover)Tj /TT9 1 Tf -0.0018 Tc 0.3418 Tw 4 0 Td ( input. )Tj 0.0001 Tc 0.2549 Tw -34.91 -1.15 Td (Therefore, the Collection 4 MOD15A2 product )Tj 0.0006 Tc 0.2527 Tw 20.72 0 Td (is not suitable to )Tj -0.0001 Tc 7.855 0 Td [(m)8(o)-5(nitor LAI seasonal )]TJ 0.0002 Tc 0.0798 Tw -28.575 -1.15 Td (changes over soybean areas. Thus, more effort )Tj 19.425 0 Td [(must be foc)-6(used on validating the product in )]TJ -0.0002 Tw -19.425 -1.15 Td (further studies. )Tj /TT10 1 Tf 0 -2.16 TD (5. References )Tj /TT9 1 Tf -0.0012 Tc 0.2362 Tw 10.02 0 0 10.02 70.92 571.5803 Tm [(Kn)-4(yazikh)-4(in, )6(Y.; Marton)-4(ch)-4(i)7(k)-4(, J.V.; Di)7(n)-4(er, )6(D. J.; Myn)-4(e)6(n)-4(i)]TJ -0.0005 Tc 0.2355 Tw 23.8383 0 Td [(, R. B.; )6(Verstraete, M. M)8(.)]TJ -0.0018 Tc 0.2368 Tw 11.4012 0 Td [(; Pin)-5(t)1(y, B.; )6(Go)-5(bro)-5(n)1(, N. )]TJ 0.0015 Tc 0.1677 Tw -35.2395 -1.1497 Td [(Est)4(i)-2(m)13(a)2(t)4(i)4(on of)5( )6(veget)4(a)2(t)4(i)4(o)5(n ca)8(n)5(opy)5( l)4(e)2(a)8(f)-1( a)8(r)-1(ea )6(i)4(nde)8(x a)8(n)5(d f)5(r)-1(ac)8(t)4(i)4(on )6(of)5( ab)5(so)5(rb)5(ed )6(ph)5(ot)10(osy)5(n)-1(t)4(h)5(et)4(i)4(cal)4(l)4(y)5( acti)4(v)-1(e ra)8(di)4(at)4(i)4(o)5(n)5( )]TJ 0.0014 Tc 0.0001 Tw 0 -1.1437 TD [(fr)5(om)13( atm)13(o)-2(sphe)8(re-c)8(or)5(rect)4(ed)4( M)4(I)-1(SR)4( )6(dat)4(a)2(, )]TJ /TT10 1 Tf 0.0016 Tc -0.0061 Tw 15.9341 0 Td [(J. G)7(e)2(oph)7(y)-1(s.)6( )-6(Re)8(s)]TJ /TT9 1 Tf 0.0026 Tc -0.0071 Tw 6.7665 0 Td [(.,)7( 10)6(3:)5( 32)6(2)6(39)6(-)6(32)6(25)6(6,)7( )-6(1)6(9)6(98a)9(. )]TJ 0.0018 Tc 0.1973 Tw -22.7006 -1.7485 Td [(Kny)5(azi)4(k)5(h)-1(i)4(n)5(, Y)5(.;)4( M)5(a)3(rt)4(onc)9(hi)4(k,)6( J. V.;)4( M)5(y)5(nen)5(i)4(, R)4(. B)4(.;)4( Di)4(ner, D. J.;)4( R)4(u)5(nn)5(i)4(ng, S)7(. )6(W)-6(. Sy)11(ner)6(g)-1(i)4(s)2(t)4(i)4(c)3( al)4(gor)6(i)4(t)4(h)-7(m)13( for )]TJ 0.0014 Tc 0.0899 Tw 0 -1.1497 TD [(est)4(i)-2(m)13(a)2(ti)4(ng ve)8(g)4(e)2(t)4(a)2(t)4(i)4(on cano)4(p)-2(y)10( l)4(eaf area i)4(nde)8(x an)4(d fract)4(i)4(o)4(n of ab)4(so)4(rbe)8(d)-2( p)4(h)4(o)-2(t)4(o)-2(sy)10(nt)4(het)4(i)4(cal)4(l)4(y)4( act)4(i)4(v)-2(e radi)4(at)4(ion f)5(r)5(o)-8(m)7( )]TJ 0.0004 Tc 0.0011 Tw 0 -1.1437 TD [(MODIS a)7(n)3(d M)9(I)-2(SR )6(data, )]TJ /TT10 1 Tf 0.0016 Tc -0.0061 Tw 10.006 0 Td [(J. G)7(e)2(oph)7(y)-1(s.)6( )-6(Re)8(s)]TJ /TT9 1 Tf 0.0025 Tc -0.007 Tw 6.7665 0 Td [(.,)7( 10)6(3:)5( 32)6(2)6(57)6(-)6(32)6(27)6(5,)7( )-6(1)6(9)6(98)6(b. )]TJ -0.0005 Tc 0.0619 Tw -16.7725 -1.7485 Td [(Kn)-3(yazikh)-3(in, Y.; Glassy, J.; Priv)-3(ette, J. L.; Tian)-3(, Y.; Lo)]TJ -0.0008 Tc 0.0622 Tw 22.4311 0 Td [(tsch, A.; Zh)-4(an)-4(g, Y.; W)-9(a)6(ng)-4(, Y.; )6(Mo)-4(risette, J. T.; Vo)-4(tav)-4(a)6(, )]TJ 0.002 Tc 0.3588 Tw -22.4311 -1.1497 Td [(P.;)4( M)5(y)5(ne)9(ni)4(, )6(R)4(.)1(B)4(.)1(;)4( )6(Nem)13(a)-3(ni)4(, R)4(.)7( R)4(.)1(;)4( R)10(u)5(nni)10(ng)5(, S)7(.)1( )6(W.)7( M)5(O)6(DIS)7( Lea)9(f )6(Area)9( I)6(nde)9(x)5( \(L)8(AI)6(\) a)9(n)5(d )6(Fract)4(i)4(o)5(n )6(of)6( )]TJ 0.0016 Tc 0.0538 Tw T* [(Ph)5(ot)4(osy)11(n)-1(t)4(h)-1(et)4(i)4(cal)4(l)4(y)5( Act)4(i)4(v)-1(e R)4(a)-4(di)4(at)4(i)4(on A)5(b)-1(s)8(o)-1(r)5(b)5(ed by)5( Ve)8(get)4(a)2(t)4(i)4(on \()5(F)1(P)7(A)-1(R)4(\))-1( Pr)5(od)5(uct)4( \(M)5(O)5(D)5(1)5(5\) Al)10(go)5(ri)4(t)4(h)-1(m)13( )-6(The)8(o)-1(ret)4(i)4(cal)4( )]TJ 0 Tc 0.0015 Tw 0 -1.1497 TD [(Basis Docum)11(e)1(nt, )]TJ /TT11 1 Tf 0.0016 Tc 0 Tw 7.0719 0 Td [(e)8(o)-1(s)8(p)-1(so)5(.g)5(sf)4(c.)6(nas)8(a.)6(g)5(o)-1(v/)4(at)10(bd/)10(mo)5(di)4(st)4(a)5(b)-1(l)4(e)2(s.)6(ht)4(ml)]TJ /TT9 1 Tf 0.0008 Tc -0.0053 Tw 17.515 0 Td (, 1999. )Tj -0.0007 Tc 0.0381 Tw -24.5868 -1.7425 Td [(Myn)-4(en)-4(i)2(, R.B.; )6(Hoffm)11(an)-4(, S.; )6(Kn)-4(yazikh)-4(in, Y.; Priv)-4(ette, J.L.)]TJ 23.4132 0 Td [(; Glassy, J.; Tian)-4(, Y.; )6(W)-9(a)6(n)-4(g)2(, )6(Y.; Song)-4(, )6(X.; Zh)-4(an)-4(g, Y.; )]TJ 0.0015 Tc 0.0659 Tw -23.4132 -1.1497 Td [(Sm)7(i)4(t)4(h)-1(, G.R)4(.;)4( Lot)4(s)1(ch)5(, A.;)4( Fri)4(e)8(dl)4(, M)4(.;)4( M)4(o)-1(ri)4(se)8(t)4(t)4(e)2(, J.T.;)4( Vot)4(a)2(v)5(a)2(, P.;)4( Nem)13(a)2(ni)4(, R)4(.R)4(.;)4( R)4(unni)10(n)5(g)-1(, S.)6(W. )6(Gl)4(o)5(b)-1(al)4( pro)5(d)5(u)-1(ct)4(s)7( )]TJ 0.002 Tc 0.0115 Tw T* [(of)6( ve)9(get)4(a)3(t)4(i)4(o)-1(n)5( l)4(eaf are)9(a)3( a)9(n)-1(d)5( f)6(r)6(act)4(i)4(on a)9(b)-1(s)8(o)-1(r)6(b)-1(e)9(d)-1( P)7(AR)4( )6(fr)6(om)13( y)5(e)-3(ar )6(one)9( o)5(f M)11(O)6(DIS)7( )6(dat)4(a)]TJ /TT11 1 Tf 0 Tc 0 Tw 32.4371 0 Td ( )Tj /TT10 1 Tf 0.0003 Tc 0.0132 Tw 0.2635 0 Td [(Rem)7(o)-3(te)7( Sensin)6(g E)9(nviron)]TJ /TT11 1 Tf 0 Tc 0 Tw 10.5629 0 Td (.)Tj /TT9 1 Tf -0.0038 Tc 0.0173 Tw 0.2515 0 Td [(, 91)-7(,)7( )]TJ -0.0026 Tc -0.0019 Tw -43.515 -1.1437 Td [(1)-6(14-)-5(127)-6(, 20)-6(02)-6(. )-6( )]TJ 0.0014 Tc 0.0121 Tw 0 -1.7485 TD [(M)4(y)4(neni)4(, )-6(R)4(.;)4( K)5(n)-2(y)4(azi)4(khi)10(n, Y.;)4( Gl)4(assy)4(, )-6(J.;)4( Vot)10(a)2(va, P.;)4( )-6(S)7(h)]TJ 0.0012 Tc 0.0123 Tw 22 0 Td [(aba)8(n)-2(o)4(v)-2(, N.)6( )-6(Use)8(r)-1(')8(s)1( )-6(Gui)10(d)-2(e )-6(FP)7(AR, LAI \(ES)7(D)-1(T: M)4(O)-1(D)5(1)-2(5)4(A)5(2\))11( )]TJ -0.0019 Tc 0.0034 Tw -22 -1.1497 Td [(8)-5(-)2(d)-5(a)-1(y Co)-5(m)10(p)-5(o)-5(s)-2(i)7(t)1(e N)-4(A)2(SA MOD)-4(I)-4(S Lan)-5(d)1( A)-4(l)7(go)-5(r)-4(ith)-5(m)10(.)-3( p)-5(.)3( 1-)-4(17. 200)-5(3. )]TJ -0.0007 Tc 0.0022 Tw 0 -1.7425 TD (Rizzi, R. )Tj /TT10 1 Tf 0.0003 Tc 0.0012 Tw 3.7725 0 Td [(Geotecnologias em um sistema de estimati)9(va da produ\347)7(\343o de)7( soja)]TJ /TT9 1 Tf 0.0017 Tc -0.0002 Tw 27.7485 0 Td [(:)4( est)4(u)-1(d)5(o)-1( d)5(e)2( caso no R)4(i)4(o )6(Gra)8(n)5(de do)11( )]TJ -0.001 Tc 0.0684 Tw -31.521 -1.1497 Td [(Su)-4(l. 200)-4(4-0)-4(4)2(-30)-4(.)-2( \(INPE--TDI/\). Tese )]TJ 15.3892 0 Td [(\(Dou)-4(t)7(o)-4(rado)-4( em Sen)-4(s)5(o)-4(r)-3(iam)10(en)-4(t)1(o)-4( Rem)10(o)-4(to)-4(\) - In)-4(stituto)-4( Nacion)-4(al d)-4(e)6( Pesqu)-4(i)1(sas )]TJ -0.0001 Tc -0.0044 Tw -15.3892 -1.1497 Td [(Espaciais, S\343o Jos\351 dos )-6(Cam)11(pos. 2004. )]TJ -0.0013 Tc 0.0926 Tw T* [(Tan)-4(,)-3( )-6(B.; Hu)-4(ang)-4(,)-3( D.; )-6(Hu)-4(, J.; Yang)-4(, W.; )-6(Zh)-4(an)-4(g, )]TJ 0.0014 Tc 0.0959 Tw 19.3413 0 Td [(P.;)4( S)7(h)-2(a)8(b)-2(an)4(ov)4(, N)5(.V)5(.;)4( K)5(n)-2(y)4(azi)4(khi)4(n)4(, Y)5(.;)4( M)4(y)4(neni)4(, R)4(.B)4(.)]TJ /TT10 1 Tf 0 Tc 0 Tw 20.9162 0 Td ( )Tj /TT9 1 Tf -0.0019 Tc 0.0992 Tw 0.3413 0 Td [(An)-5(alysis o)-5(f)8( )]TJ 0.0013 Tc 0.1798 Tw -40.5988 -1.1497 Td [(M)4(O)-1(D)5(I)-1(S Leaf )6(Area I)5(n)4(dex R)10(e)2(t)4(r)-1(i)4(e)2(val)4(s)1( o)4(v)-2(er )6(B)4(r)-1(oa)8(dl)4(eaf C)4(r)5(o)4(p)-2(s as a Fu)4(nct)4(i)4(on )6(of M)4(o)4(del)4( )6(and )6(In)4(p)4(u)-2(t)4( Unc)8(e)2(rt)4(ai)4(nt)4(i)4(e)2(s. )]TJ /TT10 1 Tf 0 Tc -0.0045 Tw 0 -1.1497 TD [(Photogr)7(a)-3(mme)7(tric )-6(Enginee)7(r)1(ing an)5(d Remote )-6(Sensin)5(g)]TJ /TT9 1 Tf -0.0024 Tc 0.0039 Tw 21.9042 0 Td [(. Submit)-6(ted)-5( fo)-5(r)-5( )6(pub)-5(licatio)-5(n)-5(.)-4( )6(2)-5(004)-5(. )]TJ 0.0003 Tc 0.1449 Tw -21.9042 -1.7425 Td [(Wan)3(g)-3(, )6(Y.; Tia)7(n)-3(, )6(Y.; Zha)7(n)3(g, )6(Y.; El-Sale)7(o)-3(u)3(s)6(, N.; )6(Kny)3(azik)3(h)]TJ 0.0018 Tc 0.1434 Tw 24.1198 0 Td [(i)4(n)-1(, )6(Y.;)4( )6(Verm)7(ot)4(e, E.;)4( M)5(y)5(ne)9(ni)4(, R)4(.B)4(. 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-3.78 re B* 239.7 300.74 8.58 -2.82 re B* 261.12 300.86 8.46 -2.52 re B* 282.42 300.86 8.58 -1.74 re B* 303.84 300.86 8.46 -1.38 re B* 325.14 300.98 8.58 -1.2 re B* 346.56 300.86 8.46 -0.96 re B* 367.86 300.86 8.58 -0.48 re B* 389.28 300.98 8.46 -0.6 re B* 1 0.502 0.502 sc 196.98 301.16 8.58 -0.66 re B* 218.34 301.16 8.52 -0.48 re B* 239.7 301.16 8.58 -0.42 re B* 261.12 301.16 8.46 -0.3 re B* 282.42 301.16 8.58 -0.3 re B* 303.84 301.16 8.46 -0.3 re B* 325.14 301.16 8.58 -0.18 re B* 346.56 301.16 8.46 -0.3 re B* 367.86 301.16 8.58 -0.3 re B* 389.28 301.16 8.46 -0.18 re B* 0.06 w 190.56 301.16 m 190.56 161.12 l 188.94 161.12 m 190.56 161.12 l 188.94 175.16 m 190.56 175.16 l 188.94 189.14 m 190.56 189.14 l 188.94 203.12 m 190.56 203.12 l 188.94 217.1 m 190.56 217.1 l 188.94 231.08 m 190.56 231.08 l 188.94 245.18 m 190.56 245.18 l 188.94 259.16 m 190.56 259.16 l 188.94 273.2 m 190.56 273.2 l 188.94 287.18 m 190.56 287.18 l 188.94 301.16 m 190.56 301.16 l 190.56 161.12 m 425.64 161.12 l 190.56 159.5 m 190.56 161.12 l 211.98 159.5 m 211.98 161.12 l 233.34 159.5 m 233.34 161.12 l 254.7 159.5 m 254.7 161.12 l 276.06 159.5 m 276.06 161.12 l 297.48 159.5 m 297.48 161.12 l 318.78 159.5 m 318.78 161.12 l 340.2 159.5 m 340.2 161.12 l 361.5 159.5 m 361.5 161.12 l 382.92 159.5 m 382.92 161.12 l 404.22 159.5 m 404.22 161.12 l 425.64 159.5 m 425.64 161.12 l S 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT14 1 Tf 5.3435 0 0 5.3435 181.9992 555.5219 Tm (0)Tj 0.0053 Tc -0.5053 2.6162 Td (10)Tj 0 2.6275 TD (20)Tj 0 2.6162 TD (30)Tj 0 2.6162 TD (40)Tj T* (50)Tj 0 2.6387 TD (60)Tj 0 2.6162 TD (70)Tj 0 2.6162 TD (80)Tj 0 2.6275 TD (90)Tj -0.5053 2.6162 Td (100)Tj 0.0029 Tw 2.5601 -27.6783 Td [(>)8( )11(0 -)13( )11(10 )-842(10 -)13( )11(20)-1156(20 -)24( 30)-1134(30 -)13( )11(40)-1156(40 -)13( )11(50)-1156(50 )11(-)13( 60)-1134(60 -)13( )11(70)-1156(70 -)24( 80)-1134(80 -)13( )11(90)-909(90 )11(-)13( 100)-1549(100)]TJ -0.003 Tc 0.0091 Tw 7.9669 0 0 7.9669 249.5592 533.5619 Tm [(Perc)12(entag)15(e)4( of)6( soy)8(be)12(a)4(n in th)8(e pixel)]TJ -0.0025 Tc 0.0086 Tw 0 7.9669 -7.9669 0 170.7192 584.8019 Tm [(R)-6(e)-3(lati)-11(ve F)-11(r)-1(equ)-7(e)5(ncy,)-9( in)-7( % .)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 1 1 1 sc 182.58 315.56 244.32 -10.68 re f 0.6 0.6 1 sc 0.387 w 0 j 186.06 308.3 3.42 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT14 1 Tf 0.0011 Tc 0.0044 Tw 5.6351 0 0 5.6351 188.8992 704.322 Tm [(B)19(r)4(oa)8(dl)23(eaf)25( c)8(r)4(op)11(s)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 0.6 0.216 0.4 sc 232.44 308.3 3.42 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT14 1 Tf -0.0209 Tc 0 Tw 5.6351 0 0 5.6351 235.2792 704.322 Tm [(S)-18(a)-24(va)-24(nna)-14(h)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 1 1 0.796 sc 264.84 308.3 3.42 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT14 1 Tf 0.0039 Tc 5.6351 0 0 5.6351 267.7392 704.322 Tm [(G)13(r)7(a)11(sses/)5(ce)11(r)7(eal)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 0.796 1 1 sc 308.28 308.3 3.36 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT14 1 Tf -0.0242 Tc 0.0297 Tw 5.6351 0 0 5.6351 311.1192 704.322 Tm [(B)-7(r)-21(o)-14(a)-27(d)-25(l)-2(e)-17(a)-28(f fo)-25(r)-11(e)-28(s)-29(t)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 0.4 0 0.4 sc 355.14 308.3 3.42 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT14 1 Tf -0.0011 Tc 0 Tw 5.6351 0 0 5.6351 357.9792 704.322 Tm [(Sh)20(r)13(u)20(bs)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 1 0.502 0.502 sc 381.48 308.3 3.36 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT14 1 Tf 0.0036 Tc 0.0019 Tw 5.6351 0 0 5.6351 384.3192 704.322 Tm [(N)12(eedl)26(el)26(e)11(af)28( f)28(o)3(r)17(est)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 160.98 322.04 0.48 -0.48 re f 160.98 322.04 273.42 -0.48 re f 433.92 322.04 0.48 -0.48 re f 160.98 321.56 0.48 -190.14 re f 433.92 321.56 0.48 -190.14 re f 160.98 131.42 0.48 -0.48 re f 160.98 131.42 273.42 -0.48 re f 433.92 131.42 0.48 -0.48 re f 1 0 0 1 1.9608 -396.0816 cm BT /TT14 1 Tf 0 Tc 0 Tw 12 0 0 12 432.4392 527.0219 Tm ( )Tj -30.29 -0.925 Td ( )Tj /TT15 1 Tf 0.0005 Tc -0.0005 Tw 0 -1.15 TD (Figure 5)Tj /TT14 1 Tf 0.0004 Tc -0.0004 Tw 3.585 0 Td [(: R)7(e)-1(lative frequency \(%\) of biom)8(e-type )]TJ 0.0001 Tc -0.0001 Tw 15.99 0 Td (by percentage of soybean in the pixel. )Tj 0 Tc 0 Tw -19.575 -1.15 Td ( )Tj /TT15 1 Tf 0 -1.16 TD ( )Tj 0 g ET /GS13 gs BT /T1_6 9 Tf 1 0 0 1 289.994 28.8 Tm (259)Tj ET endstream endobj 263 0 obj 7877 endobj 264 0 obj << /Length 265 0 R >> stream /CS0 cs 0 0 0 sc 1 i /RelativeColorimetric ri /GS0 gs BT /TT0 1 Tf 12 0 0 12 70.92 731.6003 Tm (4. Conclusion )Tj /TT1 1 Tf -0.0002 Tc 0.0392 Tw 0 -1.64 TD [(Since the high relative f)8(r)-2(equency of )]TJ /TT2 1 Tf 0.0385 Tw 14.775 0 Td (Standard fill value 255)Tj /TT1 1 Tf 0.0011 Tc 0.0364 Tw 9.31 0 Td [( r)4(etr)4(ievals in)6( )]TJ /TT2 1 Tf 0.0004 Tc 0.0396 Tw 5.355 0 Td (Collection 4)Tj /TT1 1 Tf 0 Tc 0 Tw 4.955 0 Td ( )Tj /TT2 1 Tf -0.0001 Tc 0.29 0 Td (MODIS )Tj -0.001 Tc -34.685 -1.15 Td (LAI)Tj /TT1 1 Tf -0.0004 Tc 0.0854 Tw 1.5 0 Td ( product \(MOD15A2\) occurs for pixels with )Tj 0.0853 Tw 18.55 0 Td (high soybean percentage)Tj 0.0004 Tc 0.0821 Tw 10.05 0 Td (, only in a specific )Tj 0.0002 Tc 0.0789 Tw -30.1 -1.15 Td [(period which coincides with the m)8(a)-6(xim)8(u)-5(m)8( soybean)]TJ 0.0009 Tc 0.0753 Tw 21.08 0 Td ( growth stage, the re)Tj 0.0003 Tc 0.0797 Tw 8.45 0 Td [(sults from)8( our study )]TJ 0.0007 Tc 0.0059 Tw -29.53 -1.15 Td (indicate that those retrievals )Tj -0.0003 Tc 0.0103 Tw 11.54 0 Td (are closely related to the soybean)Tj 13.34 0 Td ( areas. Besides, their occurrence )Tj 0.001 Tc 0.339 Tw -24.88 -1.15 Td [(appears)5( not to be)5( dire)5(ctly)6( re)5(lated)6( to an)6( eve)5(n)1(tual m)9(i)-1(sclassif)4(i)-1(ca)5(tion)6( in )]TJ /TT2 1 Tf 0.0002 Tc 0 Tw 30.91 0 Td (landcover)Tj /TT1 1 Tf -0.0018 Tc 0.3418 Tw 4 0 Td ( input. )Tj 0.0001 Tc 0.2549 Tw -34.91 -1.15 Td (Therefore, the Collection 4 MOD15A2 product )Tj 0.0006 Tc 0.2527 Tw 20.72 0 Td (is not suitable to )Tj -0.0001 Tc 7.855 0 Td [(m)8(o)-5(nitor LAI seasonal )]TJ 0.0002 Tc 0.0798 Tw -28.575 -1.15 Td (changes over soybean areas. Thus, more effort )Tj 19.425 0 Td [(must be foc)-6(used on validating the product in )]TJ -0.0002 Tw -19.425 -1.15 Td (further studies. )Tj /TT0 1 Tf 0 -2.16 TD (5. References )Tj /TT1 1 Tf -0.0012 Tc 0.2362 Tw 10.02 0 0 10.02 70.92 571.5803 Tm [(Kn)-4(yazikh)-4(in, )6(Y.; Marton)-4(ch)-4(i)7(k)-4(, J.V.; Di)7(n)-4(er, )6(D. J.; Myn)-4(e)6(n)-4(i)]TJ -0.0005 Tc 0.2355 Tw 23.8383 0 Td [(, R. B.; )6(Verstraete, M. M)8(.)]TJ -0.0018 Tc 0.2368 Tw 11.4012 0 Td [(; Pin)-5(t)1(y, B.; )6(Go)-5(bro)-5(n)1(, N. )]TJ 0.0015 Tc 0.1677 Tw -35.2395 -1.1497 Td [(Est)4(i)-2(m)13(a)2(t)4(i)4(on of)5( )6(veget)4(a)2(t)4(i)4(o)5(n ca)8(n)5(opy)5( l)4(e)2(a)8(f)-1( a)8(r)-1(ea )6(i)4(nde)8(x a)8(n)5(d f)5(r)-1(ac)8(t)4(i)4(on )6(of)5( ab)5(so)5(rb)5(ed )6(ph)5(ot)10(osy)5(n)-1(t)4(h)5(et)4(i)4(cal)4(l)4(y)5( acti)4(v)-1(e ra)8(di)4(at)4(i)4(o)5(n)5( )]TJ 0.0014 Tc 0.0001 Tw 0 -1.1437 TD [(fr)5(om)13( atm)13(o)-2(sphe)8(re-c)8(or)5(rect)4(ed)4( M)4(I)-1(SR)4( )6(dat)4(a)2(, )]TJ /TT0 1 Tf 0.0016 Tc -0.0061 Tw 15.9341 0 Td [(J. G)7(e)2(oph)7(y)-1(s.)6( )-6(Re)8(s)]TJ /TT1 1 Tf 0.0026 Tc -0.0071 Tw 6.7665 0 Td [(.,)7( 10)6(3:)5( 32)6(2)6(39)6(-)6(32)6(25)6(6,)7( )-6(1)6(9)6(98a)9(. )]TJ 0.0018 Tc 0.1973 Tw -22.7006 -1.7485 Td [(Kny)5(azi)4(k)5(h)-1(i)4(n)5(, Y)5(.;)4( M)5(a)3(rt)4(onc)9(hi)4(k,)6( J. V.;)4( M)5(y)5(nen)5(i)4(, R)4(. B)4(.;)4( Di)4(ner, D. J.;)4( R)4(u)5(nn)5(i)4(ng, S)7(. )6(W)-6(. 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382.92 159.5 m 382.92 161.12 l 404.22 159.5 m 404.22 161.12 l 425.64 159.5 m 425.64 161.12 l S 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT16 1 Tf 5.3435 0 0 5.3435 181.9992 555.5219 Tm (0)Tj 0.0053 Tc -0.5053 2.6162 Td (10)Tj 0 2.6275 TD (20)Tj 0 2.6162 TD (30)Tj 0 2.6162 TD (40)Tj T* (50)Tj 0 2.6387 TD (60)Tj 0 2.6162 TD (70)Tj 0 2.6162 TD (80)Tj 0 2.6275 TD (90)Tj -0.5053 2.6162 Td (100)Tj 0.0029 Tw 2.5601 -27.6783 Td [(>)8( )11(0 -)13( )11(10 )-842(10 -)13( )11(20)-1156(20 -)24( 30)-1134(30 -)13( )11(40)-1156(40 -)13( )11(50)-1156(50 )11(-)13( 60)-1134(60 -)13( )11(70)-1156(70 -)24( 80)-1134(80 -)13( )11(90)-909(90 )11(-)13( 100)-1549(100)]TJ -0.003 Tc 0.0091 Tw 7.9669 0 0 7.9669 249.5592 533.5619 Tm [(Perc)12(entag)15(e)4( of)6( soy)8(be)12(a)4(n in th)8(e pixel)]TJ -0.0025 Tc 0.0086 Tw 0 7.9669 -7.9669 0 170.7192 584.8019 Tm [(R)-6(e)-3(lati)-11(ve F)-11(r)-1(equ)-7(e)5(ncy,)-9( in)-7( % .)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 1 1 1 sc 182.58 315.56 244.32 -10.68 re f 0.6 0.6 1 sc 0.387 w 0 j 186.06 308.3 3.42 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT16 1 Tf 0.0011 Tc 0.0044 Tw 5.6351 0 0 5.6351 188.8992 704.322 Tm [(B)19(r)4(oa)8(dl)23(eaf)25( c)8(r)4(op)11(s)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 0.6 0.216 0.4 sc 232.44 308.3 3.42 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT16 1 Tf -0.0209 Tc 0 Tw 5.6351 0 0 5.6351 235.2792 704.322 Tm [(S)-18(a)-24(va)-24(nna)-14(h)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 1 1 0.796 sc 264.84 308.3 3.42 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT16 1 Tf 0.0039 Tc 5.6351 0 0 5.6351 267.7392 704.322 Tm [(G)13(r)7(a)11(sses/)5(ce)11(r)7(eal)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 0.796 1 1 sc 308.28 308.3 3.36 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT16 1 Tf -0.0242 Tc 0.0297 Tw 5.6351 0 0 5.6351 311.1192 704.322 Tm [(B)-7(r)-21(o)-14(a)-27(d)-25(l)-2(e)-17(a)-28(f fo)-25(r)-11(e)-28(s)-29(t)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 0.4 0 0.4 sc 355.14 308.3 3.42 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT16 1 Tf -0.0011 Tc 0 Tw 5.6351 0 0 5.6351 357.9792 704.322 Tm [(Sh)20(r)13(u)20(bs)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 1 0.502 0.502 sc 381.48 308.3 3.36 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT16 1 Tf 0.0036 Tc 0.0019 Tw 5.6351 0 0 5.6351 384.3192 704.322 Tm [(N)12(eedl)26(el)26(e)11(af)28( f)28(o)3(r)17(est)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 160.98 322.04 0.48 -0.48 re f 160.98 322.04 273.42 -0.48 re f 433.92 322.04 0.48 -0.48 re f 160.98 321.56 0.48 -190.14 re f 433.92 321.56 0.48 -190.14 re f 160.98 131.42 0.48 -0.48 re f 160.98 131.42 273.42 -0.48 re f 433.92 131.42 0.48 -0.48 re f 1 0 0 1 1.9608 -396.0816 cm BT /TT16 1 Tf 0 Tc 0 Tw 12 0 0 12 432.4392 527.0219 Tm ( )Tj -30.29 -0.925 Td ( )Tj /TT17 1 Tf 0.0005 Tc -0.0005 Tw 0 -1.15 TD (Figure 5)Tj /TT16 1 Tf 0.0004 Tc -0.0004 Tw 3.585 0 Td [(: R)7(e)-1(lative frequency \(%\) of biom)8(e-type )]TJ 0.0001 Tc -0.0001 Tw 15.99 0 Td (by percentage of soybean in the pixel. )Tj 0 Tc 0 Tw -19.575 -1.15 Td ( )Tj /TT17 1 Tf 0 -1.16 TD ( )Tj 0 g ET /GS15 gs BT /T1_7 9 Tf 1 0 0 1 289.994 28.8 Tm (259)Tj /CS14 cs 0 0 0 sc ET /GS14 gs BT /TT17 1 Tf 12 0 0 12 70.92 731.6003 Tm (4. Conclusion )Tj /TT16 1 Tf -0.0002 Tc 0.0392 Tw 0 -1.64 TD [(Since the high relative f)8(r)-2(equency of )]TJ /TT18 1 Tf 0.0385 Tw 14.775 0 Td (Standard fill value 255)Tj /TT16 1 Tf 0.0011 Tc 0.0364 Tw 9.31 0 Td [( r)4(etr)4(ievals in)6( )]TJ /TT18 1 Tf 0.0004 Tc 0.0396 Tw 5.355 0 Td (Collection 4)Tj /TT16 1 Tf 0 Tc 0 Tw 4.955 0 Td ( )Tj /TT18 1 Tf -0.0001 Tc 0.29 0 Td (MODIS )Tj -0.001 Tc -34.685 -1.15 Td (LAI)Tj /TT16 1 Tf -0.0004 Tc 0.0854 Tw 1.5 0 Td ( product \(MOD15A2\) occurs for pixels with )Tj 0.0853 Tw 18.55 0 Td (high soybean percentage)Tj 0.0004 Tc 0.0821 Tw 10.05 0 Td (, only in a specific )Tj 0.0002 Tc 0.0789 Tw -30.1 -1.15 Td [(period which coincides with the m)8(a)-6(xim)8(u)-5(m)8( soybean)]TJ 0.0009 Tc 0.0753 Tw 21.08 0 Td ( growth stage, the re)Tj 0.0003 Tc 0.0797 Tw 8.45 0 Td [(sults from)8( our study )]TJ 0.0007 Tc 0.0059 Tw -29.53 -1.15 Td (indicate that those retrievals )Tj -0.0003 Tc 0.0103 Tw 11.54 0 Td (are closely related to the soybean)Tj 13.34 0 Td ( areas. Besides, their occurrence )Tj 0.001 Tc 0.339 Tw -24.88 -1.15 Td [(appears)5( not to be)5( dire)5(ctly)6( re)5(lated)6( to an)6( eve)5(n)1(tual m)9(i)-1(sclassif)4(i)-1(ca)5(tion)6( in )]TJ /TT18 1 Tf 0.0002 Tc 0 Tw 30.91 0 Td (landcover)Tj /TT16 1 Tf -0.0018 Tc 0.3418 Tw 4 0 Td ( input. )Tj 0.0001 Tc 0.2549 Tw -34.91 -1.15 Td (Therefore, the Collection 4 MOD15A2 product )Tj 0.0006 Tc 0.2527 Tw 20.72 0 Td (is not suitable to )Tj -0.0001 Tc 7.855 0 Td [(m)8(o)-5(nitor LAI seasonal )]TJ 0.0002 Tc 0.0798 Tw -28.575 -1.15 Td (changes over soybean areas. Thus, more effort )Tj 19.425 0 Td [(must be foc)-6(used on validating the product in )]TJ -0.0002 Tw -19.425 -1.15 Td (further studies. )Tj /TT17 1 Tf 0 -2.16 TD (5. References )Tj /TT16 1 Tf -0.0012 Tc 0.2362 Tw 10.02 0 0 10.02 70.92 571.5803 Tm [(Kn)-4(yazikh)-4(in, )6(Y.; Marton)-4(ch)-4(i)7(k)-4(, J.V.; Di)7(n)-4(er, )6(D. J.; Myn)-4(e)6(n)-4(i)]TJ -0.0005 Tc 0.2355 Tw 23.8383 0 Td [(, R. B.; )6(Verstraete, M. 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Sy)11(ner)6(g)-1(i)4(s)2(t)4(i)4(c)3( al)4(gor)6(i)4(t)4(h)-7(m)13( for )]TJ 0.0014 Tc 0.0899 Tw 0 -1.1497 TD [(est)4(i)-2(m)13(a)2(ti)4(ng ve)8(g)4(e)2(t)4(a)2(t)4(i)4(on cano)4(p)-2(y)10( l)4(eaf area i)4(nde)8(x an)4(d fract)4(i)4(o)4(n of ab)4(so)4(rbe)8(d)-2( p)4(h)4(o)-2(t)4(o)-2(sy)10(nt)4(het)4(i)4(cal)4(l)4(y)4( act)4(i)4(v)-2(e radi)4(at)4(ion f)5(r)5(o)-8(m)7( )]TJ 0.0004 Tc 0.0011 Tw 0 -1.1437 TD [(MODIS a)7(n)3(d M)9(I)-2(SR )6(data, )]TJ /TT17 1 Tf 0.0016 Tc -0.0061 Tw 10.006 0 Td [(J. G)7(e)2(oph)7(y)-1(s.)6( )-6(Re)8(s)]TJ /TT16 1 Tf 0.0025 Tc -0.007 Tw 6.7665 0 Td [(.,)7( 10)6(3:)5( 32)6(2)6(57)6(-)6(32)6(27)6(5,)7( )-6(1)6(9)6(98)6(b. )]TJ -0.0005 Tc 0.0619 Tw -16.7725 -1.7485 Td [(Kn)-3(yazikh)-3(in, Y.; Glassy, J.; Priv)-3(ette, J. L.; Tian)-3(, Y.; Lo)]TJ -0.0008 Tc 0.0622 Tw 22.4311 0 Td [(tsch, A.; Zh)-4(an)-4(g, Y.; W)-9(a)6(ng)-4(, Y.; )6(Mo)-4(risette, J. 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245.18 l 188.94 259.16 m 190.56 259.16 l 188.94 273.2 m 190.56 273.2 l 188.94 287.18 m 190.56 287.18 l 188.94 301.16 m 190.56 301.16 l 190.56 161.12 m 425.64 161.12 l 190.56 159.5 m 190.56 161.12 l 211.98 159.5 m 211.98 161.12 l 233.34 159.5 m 233.34 161.12 l 254.7 159.5 m 254.7 161.12 l 276.06 159.5 m 276.06 161.12 l 297.48 159.5 m 297.48 161.12 l 318.78 159.5 m 318.78 161.12 l 340.2 159.5 m 340.2 161.12 l 361.5 159.5 m 361.5 161.12 l 382.92 159.5 m 382.92 161.12 l 404.22 159.5 m 404.22 161.12 l 425.64 159.5 m 425.64 161.12 l S 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT19 1 Tf 5.3435 0 0 5.3435 181.9992 555.5219 Tm (0)Tj 0.0053 Tc -0.5053 2.6162 Td (10)Tj 0 2.6275 TD (20)Tj 0 2.6162 TD (30)Tj 0 2.6162 TD (40)Tj T* (50)Tj 0 2.6387 TD (60)Tj 0 2.6162 TD (70)Tj 0 2.6162 TD (80)Tj 0 2.6275 TD (90)Tj -0.5053 2.6162 Td (100)Tj 0.0029 Tw 2.5601 -27.6783 Td [(>)8( )11(0 -)13( )11(10 )-842(10 -)13( )11(20)-1156(20 -)24( 30)-1134(30 -)13( )11(40)-1156(40 -)13( )11(50)-1156(50 )11(-)13( 60)-1134(60 -)13( )11(70)-1156(70 -)24( 80)-1134(80 -)13( )11(90)-909(90 )11(-)13( 100)-1549(100)]TJ -0.003 Tc 0.0091 Tw 7.9669 0 0 7.9669 249.5592 533.5619 Tm [(Perc)12(entag)15(e)4( of)6( soy)8(be)12(a)4(n in th)8(e pixel)]TJ -0.0025 Tc 0.0086 Tw 0 7.9669 -7.9669 0 170.7192 584.8019 Tm [(R)-6(e)-3(lati)-11(ve F)-11(r)-1(equ)-7(e)5(ncy,)-9( in)-7( % .)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 1 1 1 sc 182.58 315.56 244.32 -10.68 re f 0.6 0.6 1 sc 0.387 w 0 j 186.06 308.3 3.42 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT19 1 Tf 0.0011 Tc 0.0044 Tw 5.6351 0 0 5.6351 188.8992 704.322 Tm [(B)19(r)4(oa)8(dl)23(eaf)25( c)8(r)4(op)11(s)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 0.6 0.216 0.4 sc 232.44 308.3 3.42 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT19 1 Tf -0.0209 Tc 0 Tw 5.6351 0 0 5.6351 235.2792 704.322 Tm [(S)-18(a)-24(va)-24(nna)-14(h)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 1 1 0.796 sc 264.84 308.3 3.42 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT19 1 Tf 0.0039 Tc 5.6351 0 0 5.6351 267.7392 704.322 Tm [(G)13(r)7(a)11(sses/)5(ce)11(r)7(eal)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 0.796 1 1 sc 308.28 308.3 3.36 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT19 1 Tf -0.0242 Tc 0.0297 Tw 5.6351 0 0 5.6351 311.1192 704.322 Tm [(B)-7(r)-21(o)-14(a)-27(d)-25(l)-2(e)-17(a)-28(f fo)-25(r)-11(e)-28(s)-29(t)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 0.4 0 0.4 sc 355.14 308.3 3.42 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT19 1 Tf -0.0011 Tc 0 Tw 5.6351 0 0 5.6351 357.9792 704.322 Tm [(Sh)20(r)13(u)20(bs)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 1 0.502 0.502 sc 381.48 308.3 3.36 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT19 1 Tf 0.0036 Tc 0.0019 Tw 5.6351 0 0 5.6351 384.3192 704.322 Tm [(N)12(eedl)26(el)26(e)11(af)28( f)28(o)3(r)17(est)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 160.98 322.04 0.48 -0.48 re f 160.98 322.04 273.42 -0.48 re f 433.92 322.04 0.48 -0.48 re f 160.98 321.56 0.48 -190.14 re f 433.92 321.56 0.48 -190.14 re f 160.98 131.42 0.48 -0.48 re f 160.98 131.42 273.42 -0.48 re f 433.92 131.42 0.48 -0.48 re f 1 0 0 1 1.9608 -396.0816 cm BT /TT19 1 Tf 0 Tc 0 Tw 12 0 0 12 432.4392 527.0219 Tm ( )Tj -30.29 -0.925 Td ( )Tj /TT20 1 Tf 0.0005 Tc -0.0005 Tw 0 -1.15 TD (Figure 5)Tj /TT19 1 Tf 0.0004 Tc -0.0004 Tw 3.585 0 Td [(: R)7(e)-1(lative frequency \(%\) of biom)8(e-type )]TJ 0.0001 Tc -0.0001 Tw 15.99 0 Td (by percentage of soybean in the pixel. )Tj 0 Tc 0 Tw -19.575 -1.15 Td ( )Tj /TT20 1 Tf 0 -1.16 TD ( )Tj 0 g ET /GS17 gs BT /T1_8 9 Tf 1 0 0 1 289.994 28.8 Tm (259)Tj /CS16 cs 0 0 0 sc ET /GS16 gs BT /TT20 1 Tf 12 0 0 12 77.3717 638.0512 Tm (4. Conclusion )Tj /TT19 1 Tf -0.0002 Tc 0.0392 Tw 0 -1.64 TD [(Since the high relative f)8(r)-2(equency of )]TJ /TT21 1 Tf 0.0385 Tw 14.775 0 Td (Standard fill value 255)Tj /TT19 1 Tf 0.0011 Tc 0.0364 Tw 9.31 0 Td [( r)4(etr)4(ievals in)6( )]TJ /TT21 1 Tf 0.0004 Tc 0.0396 Tw 5.355 0 Td (Collection 4)Tj /TT19 1 Tf 0 Tc 0 Tw 4.955 0 Td ( )Tj /TT21 1 Tf -0.0001 Tc 0.29 0 Td (MODIS )Tj -0.001 Tc -34.685 -1.15 Td (LAI)Tj /TT19 1 Tf -0.0004 Tc 0.0854 Tw 1.5 0 Td ( product \(MOD15A2\) occurs for pixels with )Tj 0.0853 Tw (high soybean percentage)Tj 0.0004 Tc 0.0821 Tw 28.6 0 Td (, only in a specific )Tj 0.0002 Tc 0.0789 Tw -30.1 -1.15 Td [(period which coincides with the m)8(a)-6(xim)8(u)-5(m)8( soybean)]TJ 0.0009 Tc 0.0753 Tw 21.08 0 Td ( growth stage, the re)Tj 0.0003 Tc 0.0797 Tw 8.45 0 Td [(sults from)8( our study )]TJ 0.0007 Tc 0.0059 Tw -29.53 -1.15 Td (indicate that those retrievals )Tj -0.0003 Tc 0.0103 Tw 11.54 0 Td [(are closely related to the soybean)3( areas. Besides, their occurrence )]TJ 0.001 Tc 0.339 Tw -11.54 -1.15 Td [(appears)5( not to be)5( dire)5(ctly)6( re)5(lated)6( to an)6( eve)5(n)1(tual m)9(i)-1(sclassif)4(i)-1(ca)5(tion)6( in )]TJ /TT21 1 Tf 0.0002 Tc 0 Tw 30.91 0 Td (landcover)Tj /TT19 1 Tf -0.0018 Tc 0.3418 Tw 4 0 Td ( input. )Tj 0.0001 Tc 0.2549 Tw -34.91 -1.15 Td (Therefore, the Collection 4 MOD15A2 product )Tj 0.0006 Tc 0.2527 Tw 20.72 0 Td (is not suitable to )Tj -0.0001 Tc 7.855 0 Td [(m)8(o)-5(nitor LAI seasonal )]TJ 0.0002 Tc 0.0798 Tw -28.575 -1.15 Td [(changes over soybean areas. Thus, more effort )-2(must be foc)-6(used on validating the product in )]TJ -0.0002 Tw 0 -1.15 TD (further studies. )Tj /TT20 1 Tf 0 -2.16 TD (5. References )Tj /TT19 1 Tf -0.0012 Tc 0.2362 Tw 10.02 0 0 10.02 77.3717 478.0312 Tm [(Kn)-4(yazikh)-4(in, )6(Y.; Marton)-4(ch)-4(i)7(k)-4(, J.V.; Di)7(n)-4(er, )6(D. J.; Myn)-4(e)6(n)-4(i)]TJ -0.0005 Tc 0.2355 Tw [(, R. B.; )6(Verstraete, M. M)8(.)]TJ -0.0018 Tc 0.2368 Tw 35.2395 0 Td [(; Pin)-5(t)1(y, B.; )6(Go)-5(bro)-5(n)1(, N. )]TJ 0.0015 Tc 0.1677 Tw -35.2395 -1.1497 Td [(Est)4(i)-2(m)13(a)2(t)4(i)4(on of)5( )6(veget)4(a)2(t)4(i)4(o)5(n ca)8(n)5(opy)5( l)4(e)2(a)8(f)-1( a)8(r)-1(ea )6(i)4(nde)8(x a)8(n)5(d f)5(r)-1(ac)8(t)4(i)4(on )6(of)5( ab)5(so)5(rb)5(ed )6(ph)5(ot)10(osy)5(n)-1(t)4(h)5(et)4(i)4(cal)4(l)4(y)5( acti)4(v)-1(e ra)8(di)4(at)4(i)4(o)5(n)5( )]TJ 0.0014 Tc 0.0001 Tw 0 -1.1437 TD [(fr)5(om)13( atm)13(o)-2(sphe)8(re-c)8(or)5(rect)4(ed)4( M)4(I)-1(SR)4( )6(dat)4(a)2(, )]TJ /TT20 1 Tf 0.0016 Tc -0.0061 Tw 15.9341 0 Td [(J. G)7(e)2(oph)7(y)-1(s.)6( )-6(Re)8(s)]TJ /TT19 1 Tf 0.0026 Tc -0.0071 Tw [(.,)7( 10)6(3:)5( 32)6(2)6(39)6(-)6(32)6(25)6(6,)7( )-6(1)6(9)6(98a)9(. )]TJ 0.0018 Tc 0.1973 Tw -15.9341 -1.7485 Td [(Kny)5(azi)4(k)5(h)-1(i)4(n)5(, Y)5(.;)4( M)5(a)3(rt)4(onc)9(hi)4(k,)6( J. V.;)4( M)5(y)5(nen)5(i)4(, R)4(. B)4(.;)4( Di)4(ner, D. J.;)4( R)4(u)5(nn)5(i)4(ng, S)7(. )6(W)-6(. Sy)11(ner)6(g)-1(i)4(s)2(t)4(i)4(c)3( al)4(gor)6(i)4(t)4(h)-7(m)13( for )]TJ 0.0014 Tc 0.0899 Tw 0 -1.1497 TD [(est)4(i)-2(m)13(a)2(ti)4(ng ve)8(g)4(e)2(t)4(a)2(t)4(i)4(on cano)4(p)-2(y)10( l)4(eaf area i)4(nde)8(x an)4(d fract)4(i)4(o)4(n of ab)4(so)4(rbe)8(d)-2( p)4(h)4(o)-2(t)4(o)-2(sy)10(nt)4(het)4(i)4(cal)4(l)4(y)4( act)4(i)4(v)-2(e radi)4(at)4(ion f)5(r)5(o)-8(m)7( )]TJ 0.0004 Tc 0.0011 Tw 0 -1.1437 TD [(MODIS a)7(n)3(d M)9(I)-2(SR )6(data, )]TJ /TT20 1 Tf 0.0016 Tc -0.0061 Tw 10.006 0 Td [(J. G)7(e)2(oph)7(y)-1(s.)6( )-6(Re)8(s)]TJ /TT19 1 Tf 0.0025 Tc -0.007 Tw [(.,)7( 10)6(3:)5( 32)6(2)6(57)6(-)6(32)6(27)6(5,)7( )-6(1)6(9)6(98)6(b. )]TJ -0.0005 Tc 0.0619 Tw -10.006 -1.7485 Td [(Kn)-3(yazikh)-3(in, Y.; Glassy, J.; Priv)-3(ette, J. L.; Tian)-3(, Y.; Lo)]TJ -0.0008 Tc 0.0622 Tw 22.4311 0 Td [(tsch, A.; Zh)-4(an)-4(g, Y.; W)-9(a)6(ng)-4(, Y.; )6(Mo)-4(risette, J. T.; Vo)-4(tav)-4(a)6(, )]TJ 0.002 Tc 0.3588 Tw -22.4311 -1.1497 Td [(P.;)4( M)5(y)5(ne)9(ni)4(, )6(R)4(.)1(B)4(.)1(;)4( )6(Nem)13(a)-3(ni)4(, R)4(.)7( R)4(.)1(;)4( R)10(u)5(nni)10(ng)5(, S)7(.)1( )6(W.)7( M)5(O)6(DIS)7( Lea)9(f )6(Area)9( I)6(nde)9(x)5( \(L)8(AI)6(\) a)9(n)5(d )6(Fract)4(i)4(o)5(n )6(of)6( )]TJ 0.0016 Tc 0.0538 Tw 0 -1.1437 TD [(Ph)5(ot)4(osy)11(n)-1(t)4(h)-1(et)4(i)4(cal)4(l)4(y)5( Act)4(i)4(v)-1(e R)4(a)-4(di)4(at)4(i)4(on A)5(b)-1(s)8(o)-1(r)5(b)5(ed by)5( Ve)8(get)4(a)2(t)4(i)4(on \()5(F)1(P)7(A)-1(R)4(\))-1( Pr)5(od)5(uct)4( \(M)5(O)5(D)5(1)5(5\) Al)10(go)5(ri)4(t)4(h)-1(m)13( )-6(The)8(o)-1(ret)4(i)4(cal)4( )]TJ 0 Tc 0.0015 Tw 0 -1.1497 TD [(Basis Docum)11(e)1(nt, )]TJ /TT21 1 Tf 0.0016 Tc 0 Tw 7.0719 0 Td [(e)8(o)-1(s)8(p)-1(so)5(.g)5(sf)4(c.)6(nas)8(a.)6(g)5(o)-1(v/)4(at)10(bd/)10(mo)5(di)4(st)4(a)5(b)-1(l)4(e)2(s.)6(ht)4(ml)]TJ /TT19 1 Tf 0.0008 Tc -0.0053 Tw 17.515 0 Td (, 1999. )Tj -0.0007 Tc 0.0381 Tw -24.5868 -1.7425 Td [(Myn)-4(en)-4(i)2(, R.B.; )6(Hoffm)11(an)-4(, S.; )6(Kn)-4(yazikh)-4(in, Y.; Priv)-4(ette, J.L.)5(; Glassy, J.; Tian)-4(, Y.; )6(W)-9(a)6(n)-4(g)2(, )6(Y.; Song)-4(, )6(X.; Zh)-4(an)-4(g, Y.; )]TJ 0.0015 Tc 0.0659 Tw 0 -1.1497 TD [(Sm)7(i)4(t)4(h)-1(, G.R)4(.;)4( Lot)4(s)1(ch)5(, A.;)4( Fri)4(e)8(dl)4(, M)4(.;)4( M)4(o)-1(ri)4(se)8(t)4(t)4(e)2(, J.T.;)4( Vot)4(a)2(v)5(a)2(, P.;)4( Nem)13(a)2(ni)4(, R)4(.R)4(.;)4( R)4(unni)10(n)5(g)-1(, S.)6(W. )6(Gl)4(o)5(b)-1(al)4( pro)5(d)5(u)-1(ct)4(s)7( )]TJ 0.002 Tc 0.0115 Tw 0 -1.1497 TD [(of)6( ve)9(get)4(a)3(t)4(i)4(o)-1(n)5( l)4(eaf are)9(a)3( a)9(n)-1(d)5( f)6(r)6(act)4(i)4(on a)9(b)-1(s)8(o)-1(r)6(b)-1(e)9(d)-1( P)7(AR)4( )6(fr)6(om)13( y)5(e)-3(ar )6(one)9( o)5(f M)11(O)6(DIS)7( )6(dat)4(a)]TJ /TT21 1 Tf 0 Tc 0 Tw 32.4371 0 Td ( )Tj /TT20 1 Tf 0.0003 Tc 0.0132 Tw 0.2635 0 Td [(Rem)7(o)-3(te)7( Sensin)6(g E)9(nviron)]TJ /TT21 1 Tf 0 Tc 0 Tw 10.5629 0 Td (.)Tj /TT19 1 Tf -0.0038 Tc 0.0173 Tw 0.2515 0 Td [(, 91)-7(,)7( )]TJ -0.0026 Tc -0.0019 Tw -43.515 -1.1437 Td [(1)-6(14-)-5(127)-6(, 20)-6(02)-6(. )-6( )]TJ 0.0014 Tc 0.0121 Tw 0 -1.7485 TD [(M)4(y)4(neni)4(, )-6(R)4(.;)4( K)5(n)-2(y)4(azi)4(khi)10(n, Y.;)4( Gl)4(assy)4(, )-6(J.;)4( Vot)10(a)2(va, P.;)4( )-6(S)7(h)]TJ 0.0012 Tc 0.0123 Tw [(aba)8(n)-2(o)4(v)-2(, N.)6( )-6(Use)8(r)-1(')8(s)1( )-6(Gui)10(d)-2(e )-6(FP)7(AR, LAI \(ES)7(D)-1(T: M)4(O)-1(D)5(1)-2(5)4(A)5(2\))11( )]TJ -0.0019 Tc 0.0034 Tw 0 -1.1497 TD [(8)-5(-)2(d)-5(a)-1(y Co)-5(m)10(p)-5(o)-5(s)-2(i)7(t)1(e N)-4(A)2(SA MOD)-4(I)-4(S Lan)-5(d)1( A)-4(l)7(go)-5(r)-4(ith)-5(m)10(.)-3( p)-5(.)3( 1-)-4(17. 200)-5(3. )]TJ -0.0007 Tc 0.0022 Tw 0 -1.7425 TD (Rizzi, R. )Tj /TT20 1 Tf 0.0003 Tc 0.0012 Tw 3.7725 0 Td [(Geotecnologias em um sistema de estimati)9(va da produ\347)7(\343o de)7( soja)]TJ /TT19 1 Tf 0.0017 Tc -0.0002 Tw 27.7485 0 Td [(:)4( est)4(u)-1(d)5(o)-1( d)5(e)2( caso no R)4(i)4(o )6(Gra)8(n)5(de do)11( )]TJ -0.001 Tc 0.0684 Tw -31.521 -1.1497 Td [(Su)-4(l. 200)-4(4-0)-4(4)2(-30)-4(.)-2( \(INPE--TDI/\). Tese )1(\(Dou)-4(t)7(o)-4(rado)-4( em Sen)-4(s)5(o)-4(r)-3(iam)10(en)-4(t)1(o)-4( Rem)10(o)-4(to)-4(\) - In)-4(stituto)-4( Nacion)-4(al d)-4(e)6( Pesqu)-4(i)1(sas )]TJ -0.0001 Tc -0.0044 Tw 0 -1.1497 TD [(Espaciais, S\343o Jos\351 dos )-6(Cam)11(pos. 2004. )]TJ -0.0013 Tc 0.0926 Tw 0 -1.7425 TD [(Tan)-4(,)-3( )-6(B.; Hu)-4(ang)-4(,)-3( D.; )-6(Hu)-4(, J.; Yang)-4(, W.; )-6(Zh)-4(an)-4(g, )]TJ 0.0014 Tc 0.0959 Tw 19.3413 0 Td [(P.;)4( S)7(h)-2(a)8(b)-2(an)4(ov)4(, N)5(.V)5(.;)4( K)5(n)-2(y)4(azi)4(khi)4(n)4(, Y)5(.;)4( M)4(y)4(neni)4(, R)4(.B)4(.)]TJ /TT20 1 Tf 0 Tc 0 Tw 20.9162 0 Td ( )Tj /TT19 1 Tf -0.0019 Tc 0.0992 Tw 0.3413 0 Td [(An)-5(alysis o)-5(f)8( )]TJ 0.0013 Tc 0.1798 Tw -40.5988 -1.1497 Td [(M)4(O)-1(D)5(I)-1(S Leaf )6(Area I)5(n)4(dex R)10(e)2(t)4(r)-1(i)4(e)2(val)4(s)1( o)4(v)-2(er )6(B)4(r)-1(oa)8(dl)4(eaf C)4(r)5(o)4(p)-2(s as a Fu)4(nct)4(i)4(on )6(of M)4(o)4(del)4( )6(and )6(In)4(p)4(u)-2(t)4( Unc)8(e)2(rt)4(ai)4(nt)4(i)4(e)2(s. )]TJ /TT20 1 Tf 0 Tc -0.0045 Tw 0 -1.1497 TD [(Photogr)7(a)-3(mme)7(tric )-6(Enginee)7(r)1(ing an)5(d Remote )-6(Sensin)5(g)]TJ /TT19 1 Tf -0.0024 Tc 0.0039 Tw 21.9042 0 Td [(. Submit)-6(ted)-5( fo)-5(r)-5( )6(pub)-5(licatio)-5(n)-5(.)-4( )6(2)-5(004)-5(. )]TJ 0.0003 Tc 0.1449 Tw -21.9042 -1.7425 Td [(Wan)3(g)-3(, )6(Y.; Tia)7(n)-3(, )6(Y.; Zha)7(n)3(g, )6(Y.; El-Sale)7(o)-3(u)3(s)6(, N.; )6(Kny)3(azik)3(h)]TJ 0.0018 Tc 0.1434 Tw 24.1198 0 Td [(i)4(n)-1(, )6(Y.;)4( )6(Verm)7(ot)4(e, E.;)4( M)5(y)5(ne)9(ni)4(, R)4(.B)4(. I)6(n)5(vest)10(i)4(g)-1(at)4(i)4(on )6(of)6( )]TJ -0.0001 Tc 0.2531 Tw -24.1198 -1.1497 Td [(product accuracy as a func)7(tion of )]TJ -0.0005 Tc 0.2535 Tw 15.0539 0 Td [(input and m)11(odel uncertainties: Ca)-6(se)]TJ -0.0002 Tc 0.2532 Tw [( study with Sea)7(W)-8(iFS and MODIS)11( )]TJ 0.001 Tc -0.0055 Tw -15.0538 -1.1497 Td [(LAI/F)6(PAR Al)9(go)4(rithm)12(. )]TJ /TT20 1 Tf 0.0004 Tc 0.0011 Tw 9.3413 0 Td [(Rem)7(o)-3(te)7( Sensin)6(g E)9(nviron)]TJ /TT19 1 Tf -0.0019 Tc 0.0034 Tw 10.5389 0 Td [(., 78)-5(, 296)-5(-31)-5(1)1(, )6(2)-5(001)-5(. )]TJ 0.0016 Tc -0.0001 Tw -19.8802 -1.7425 Td [(Wan)5(g)-1(, )6(Y.;)4( )6(Wo)11(odc)8(oc)8(k, C)4(.E)8(.;)4( )6(B)4(u)-1(erm)13(a)2(nn, )6(W.;)10( St)4(enbe)8(r)5(g)-1(, P)7(.;)4( Voi)10(p)-1(i)4(o)-1(, )6(P.;)4( Sm)13(ol)4(an)5(der)5(, H)5(.;)4( H)5(a)14(\250)-25(m)13(e, )6(T.;)4( Ti)4(an)5(,)6( Y.;)4( H)5(u)-1(, )6(J.; )]TJ 0.0013 Tc 0.102 Tw 0 -1.1497 TD [(Kny)4(azi)4(k)4(h)-2(i)4(n)4(, Y)5(.;)4( M)4(y)4(neni)4(, R)4(.B)4(. Eval)4(uat)4(i)4(o)4(n )6(of t)4(h)-2(e M)4(O)5(D)5(I)-1(S)7( LAI al)4(g)4(o)-2(ri)4(t)4(h)4(m)7( at a coni)4(fer)5(ous )6(fo)4(rest)4( si)4(t)4(e)2( i)4(n)-2( Fi)4(nl)4(an)4(d.)]TJ /TT21 1 Tf 0 Tc 0 Tw 45.2635 0 Td ( )Tj /TT20 1 Tf 0.0004 Tc -0.0049 Tw -45.2635 -1.1497 Td [(Rem)7(o)-3(te Sensi)9(ng )-6(En)6(vir)7(o)-3(n)]TJ /TT19 1 Tf -0.0017 Tc -0.0028 Tw 10.5389 0 Td [(., 91)-5(, 11)-5(4-1)-5(2)1(7)-5(,)3( )-6(200)-5(4. )-6( )]TJ -0.0001 Tc 0.0136 Tw -10.5389 -1.7425 Td [(Yang, )6(W.; Stroeve, J.C.; Shab)]TJ -0.0011 Tc 0.0146 Tw [(an)-4(ov)-4(, )6(N.V.; Hu)-4(ang)-4(,)-3( )6(D.; Tan)-4(,)-3( )6(B.; Zh)-4(ang)-4(,)-3( P.; )6(Kn)-4(yazikh)-4(in, Y.; Myn)-4(en)-4(i)1(,R.B. An)-4(alysis )]TJ 0.0017 Tc 0.1914 Tw T* [(of Gl)10(obal)4( M)5(O)5(DIS Lea)8(f)-1( A)5(r)-1(e)8(a)2( Inde)8(x an)5(d F)7(r)-1(act)4(i)4(on )6(Abs)8(o)5(r)5(b)-1(ed P)7(A)-1(R)4( Ti)4(m)7(e)2( Seri)4(es Dat)4(a)2( fr)5(om)13( February)11( 20)5(00 t)4(o)-1( )]TJ 0.0002 Tc 0.0013 Tw 0 -1.1437 TD [(Decem)12(ber 2003. )]TJ /TT20 1 Tf 0.0016 Tc -0.0001 Tw 6.8443 0 Td [(J.)6( Ge)8(oph)7(y)-1(s)8(.)6( Res)]TJ /TT19 1 Tf -0.0038 Tc -0.0007 Tw 6.7665 0 Td [(.,)-5( 2)-7(004)-7(.)-5( )]TJ ET endstream endobj 272 0 obj 18330 endobj 273 0 obj << /Length 274 0 R >> stream 1 0 0 1 -1.9608 396.0816 cm /CS18 cs 0.749 0.749 0.749 sc 1 i /RelativeColorimetric ri /GS18 gs 190.56 301.16 235.08 -140.04 re f q 190.56 175.1 235.08 0.06 re W n /CS18 CS 0 0 0 SC 0.06 w 10 M 1 j 1 J []0 d 190.56 175.16 m 425.64 175.16 l S Q q 190.56 189.08 235.08 0.06 re W n /CS18 CS 0 0 0 SC 0.06 w 10 M 1 j 1 J []0 d 190.56 189.14 m 425.64 189.14 l S Q q 190.56 203.06 235.08 0.06 re W n /CS18 CS 0 0 0 SC 0.06 w 10 M 1 j 1 J []0 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190.56 301.16 l 190.56 161.12 m 425.64 161.12 l 190.56 159.5 m 190.56 161.12 l 211.98 159.5 m 211.98 161.12 l 233.34 159.5 m 233.34 161.12 l 254.7 159.5 m 254.7 161.12 l 276.06 159.5 m 276.06 161.12 l 297.48 159.5 m 297.48 161.12 l 318.78 159.5 m 318.78 161.12 l 340.2 159.5 m 340.2 161.12 l 361.5 159.5 m 361.5 161.12 l 382.92 159.5 m 382.92 161.12 l 404.22 159.5 m 404.22 161.12 l 425.64 159.5 m 425.64 161.12 l S 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT22 1 Tf 5.3435 0 0 5.3435 181.9992 555.5219 Tm (0)Tj 0.0053 Tc -0.5053 2.6162 Td (10)Tj 0 2.6275 TD (20)Tj 0 2.6162 TD (30)Tj 0 2.6162 TD (40)Tj T* (50)Tj 0 2.6387 TD (60)Tj 0 2.6162 TD (70)Tj 0 2.6162 TD (80)Tj 0 2.6275 TD (90)Tj -0.5053 2.6162 Td (100)Tj 0.0029 Tw 2.5601 -27.6783 Td [(>)8( )11(0 -)13( )11(10 )-842(10 -)13( )11(20)-1156(20 -)24( 30)-1134(30 -)13( )11(40)-1156(40 -)13( )11(50)-1156(50 )11(-)13( 60)-1134(60 -)13( )11(70)-1156(70 -)24( 80)-1134(80 -)13( )11(90)-909(90 )11(-)13( 100)-1549(100)]TJ -0.003 Tc 0.0091 Tw 7.9669 0 0 7.9669 249.5592 533.5619 Tm [(Perc)12(entag)15(e)4( of)6( soy)8(be)12(a)4(n in th)8(e pixel)]TJ -0.0025 Tc 0.0086 Tw 0 7.9669 -7.9669 0 170.7192 584.8019 Tm [(R)-6(e)-3(lati)-11(ve F)-11(r)-1(equ)-7(e)5(ncy,)-9( in)-7( % .)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 1 1 1 sc 182.58 315.56 244.32 -10.68 re f 0.6 0.6 1 sc 0.387 w 0 j 186.06 308.3 3.42 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT22 1 Tf 0.0011 Tc 0.0044 Tw 5.6351 0 0 5.6351 188.8992 704.322 Tm [(B)19(r)4(oa)8(dl)23(eaf)25( c)8(r)4(op)11(s)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 0.6 0.216 0.4 sc 232.44 308.3 3.42 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT22 1 Tf -0.0209 Tc 0 Tw 5.6351 0 0 5.6351 235.2792 704.322 Tm [(S)-18(a)-24(va)-24(nna)-14(h)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 1 1 0.796 sc 264.84 308.3 3.42 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT22 1 Tf 0.0039 Tc 5.6351 0 0 5.6351 267.7392 704.322 Tm [(G)13(r)7(a)11(sses/)5(ce)11(r)7(eal)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 0.796 1 1 sc 308.28 308.3 3.36 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT22 1 Tf -0.0242 Tc 0.0297 Tw 5.6351 0 0 5.6351 311.1192 704.322 Tm [(B)-7(r)-21(o)-14(a)-27(d)-25(l)-2(e)-17(a)-28(f fo)-25(r)-11(e)-28(s)-29(t)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 0.4 0 0.4 sc 355.14 308.3 3.42 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT22 1 Tf -0.0011 Tc 0 Tw 5.6351 0 0 5.6351 357.9792 704.322 Tm [(Sh)20(r)13(u)20(bs)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 1 0.502 0.502 sc 381.48 308.3 3.36 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT22 1 Tf 0.0036 Tc 0.0019 Tw 5.6351 0 0 5.6351 384.3192 704.322 Tm [(N)12(eedl)26(el)26(e)11(af)28( f)28(o)3(r)17(est)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 160.98 322.04 0.48 -0.48 re f 160.98 322.04 273.42 -0.48 re f 433.92 322.04 0.48 -0.48 re f 160.98 321.56 0.48 -190.14 re f 433.92 321.56 0.48 -190.14 re f 160.98 131.42 0.48 -0.48 re f 160.98 131.42 273.42 -0.48 re f 433.92 131.42 0.48 -0.48 re f 1 0 0 1 1.9608 -396.0816 cm BT /TT22 1 Tf 0 Tc 0 Tw 12 0 0 12 432.4392 527.0219 Tm ( )Tj -30.29 -0.925 Td ( )Tj /TT23 1 Tf 0.0005 Tc -0.0005 Tw 0 -1.15 TD (Figure 5)Tj /TT22 1 Tf 0.0004 Tc -0.0004 Tw 3.585 0 Td [(: R)7(e)-1(lative frequency \(%\) of biom)8(e-type )]TJ 0.0001 Tc -0.0001 Tw 15.99 0 Td (by percentage of soybean in the pixel. )Tj 0 Tc 0 Tw -19.575 -1.15 Td ( )Tj /TT23 1 Tf 0 -1.16 TD ( )Tj 0 g ET /GS19 gs BT /T1_9 9 Tf 1 0 0 1 289.994 28.8 Tm (259)Tj /CS18 cs 0 0 0 sc ET /GS18 gs BT /TT23 1 Tf 12 0 0 12 77.3717 638.0512 Tm (4. Conclusion )Tj /TT22 1 Tf -0.0002 Tc 0.0392 Tw 0 -1.64 TD [(Since the high relative f)8(r)-2(equency of )]TJ /TT24 1 Tf 0.0385 Tw 14.775 0 Td (Standard fill value 255)Tj /TT22 1 Tf 0.0011 Tc 0.0364 Tw 9.31 0 Td [( r)4(etr)4(ievals in)6( )]TJ /TT24 1 Tf 0.0004 Tc 0.0396 Tw 5.355 0 Td (Collection 4)Tj /TT22 1 Tf 0 Tc 0 Tw 4.955 0 Td ( )Tj /TT24 1 Tf -0.0001 Tc 0.29 0 Td (MODIS )Tj -0.001 Tc -34.685 -1.15 Td (LAI)Tj /TT22 1 Tf -0.0004 Tc 0.0854 Tw 1.5 0 Td ( product \(MOD15A2\) occurs for pixels with )Tj 0.0853 Tw (high soybean percentage)Tj 0.0004 Tc 0.0821 Tw 28.6 0 Td (, only in a specific )Tj 0.0002 Tc 0.0789 Tw -30.1 -1.15 Td [(period which coincides with the m)8(a)-6(xim)8(u)-5(m)8( soybean)]TJ 0.0009 Tc 0.0753 Tw 21.08 0 Td ( growth stage, the re)Tj 0.0003 Tc 0.0797 Tw 8.45 0 Td [(sults from)8( our study )]TJ 0.0007 Tc 0.0059 Tw -29.53 -1.15 Td (indicate that those retrievals )Tj -0.0003 Tc 0.0103 Tw 11.54 0 Td [(are closely related to the soybean)3( areas. Besides, their occurrence )]TJ 0.001 Tc 0.339 Tw -11.54 -1.15 Td [(appears)5( not to be)5( dire)5(ctly)6( re)5(lated)6( to an)6( eve)5(n)1(tual m)9(i)-1(sclassif)4(i)-1(ca)5(tion)6( in )]TJ /TT24 1 Tf 0.0002 Tc 0 Tw 30.91 0 Td (landcover)Tj /TT22 1 Tf -0.0018 Tc 0.3418 Tw 4 0 Td ( input. )Tj 0.0001 Tc 0.2549 Tw -34.91 -1.15 Td (Therefore, the Collection 4 MOD15A2 product )Tj 0.0006 Tc 0.2527 Tw 20.72 0 Td (is not suitable to )Tj -0.0001 Tc 7.855 0 Td [(m)8(o)-5(nitor LAI seasonal )]TJ 0.0002 Tc 0.0798 Tw -28.575 -1.15 Td [(changes over soybean areas. Thus, more effort )-2(must be foc)-6(used on validating the product in )]TJ -0.0002 Tw 0 -1.15 TD (further studies. )Tj /TT23 1 Tf 0 -2.16 TD (5. References )Tj /TT22 1 Tf -0.0012 Tc 0.2362 Tw 10.02 0 0 10.02 77.3717 478.0312 Tm [(Kn)-4(yazikh)-4(in, )6(Y.; Marton)-4(ch)-4(i)7(k)-4(, J.V.; Di)7(n)-4(er, )6(D. J.; Myn)-4(e)6(n)-4(i)]TJ -0.0005 Tc 0.2355 Tw [(, R. B.; )6(Verstraete, M. M)8(.)]TJ -0.0018 Tc 0.2368 Tw 35.2395 0 Td [(; Pin)-5(t)1(y, B.; )6(Go)-5(bro)-5(n)1(, N. )]TJ 0.0015 Tc 0.1677 Tw -35.2395 -1.1497 Td [(Est)4(i)-2(m)13(a)2(t)4(i)4(on of)5( )6(veget)4(a)2(t)4(i)4(o)5(n ca)8(n)5(opy)5( l)4(e)2(a)8(f)-1( a)8(r)-1(ea )6(i)4(nde)8(x a)8(n)5(d f)5(r)-1(ac)8(t)4(i)4(on )6(of)5( ab)5(so)5(rb)5(ed )6(ph)5(ot)10(osy)5(n)-1(t)4(h)5(et)4(i)4(cal)4(l)4(y)5( acti)4(v)-1(e ra)8(di)4(at)4(i)4(o)5(n)5( )]TJ 0.0014 Tc 0.0001 Tw 0 -1.1437 TD [(fr)5(om)13( atm)13(o)-2(sphe)8(re-c)8(or)5(rect)4(ed)4( M)4(I)-1(SR)4( )6(dat)4(a)2(, )]TJ /TT23 1 Tf 0.0016 Tc -0.0061 Tw 15.9341 0 Td [(J. G)7(e)2(oph)7(y)-1(s.)6( )-6(Re)8(s)]TJ /TT22 1 Tf 0.0026 Tc -0.0071 Tw [(.,)7( 10)6(3:)5( 32)6(2)6(39)6(-)6(32)6(25)6(6,)7( )-6(1)6(9)6(98a)9(. )]TJ 0.0018 Tc 0.1973 Tw -15.9341 -1.7485 Td [(Kny)5(azi)4(k)5(h)-1(i)4(n)5(, Y)5(.;)4( M)5(a)3(rt)4(onc)9(hi)4(k,)6( J. V.;)4( M)5(y)5(nen)5(i)4(, R)4(. B)4(.;)4( Di)4(ner, D. J.;)4( R)4(u)5(nn)5(i)4(ng, S)7(. )6(W)-6(. Sy)11(ner)6(g)-1(i)4(s)2(t)4(i)4(c)3( al)4(gor)6(i)4(t)4(h)-7(m)13( for )]TJ 0.0014 Tc 0.0899 Tw 0 -1.1497 TD [(est)4(i)-2(m)13(a)2(ti)4(ng ve)8(g)4(e)2(t)4(a)2(t)4(i)4(on cano)4(p)-2(y)10( l)4(eaf area i)4(nde)8(x an)4(d fract)4(i)4(o)4(n of ab)4(so)4(rbe)8(d)-2( p)4(h)4(o)-2(t)4(o)-2(sy)10(nt)4(het)4(i)4(cal)4(l)4(y)4( act)4(i)4(v)-2(e radi)4(at)4(ion f)5(r)5(o)-8(m)7( )]TJ 0.0004 Tc 0.0011 Tw 0 -1.1437 TD [(MODIS a)7(n)3(d M)9(I)-2(SR )6(data, )]TJ /TT23 1 Tf 0.0016 Tc -0.0061 Tw 10.006 0 Td [(J. G)7(e)2(oph)7(y)-1(s.)6( )-6(Re)8(s)]TJ /TT22 1 Tf 0.0025 Tc -0.007 Tw [(.,)7( 10)6(3:)5( 32)6(2)6(57)6(-)6(32)6(27)6(5,)7( )-6(1)6(9)6(98)6(b. )]TJ -0.0005 Tc 0.0619 Tw -10.006 -1.7485 Td [(Kn)-3(yazikh)-3(in, Y.; Glassy, J.; Priv)-3(ette, J. L.; Tian)-3(, Y.; Lo)]TJ -0.0008 Tc 0.0622 Tw 22.4311 0 Td [(tsch, A.; Zh)-4(an)-4(g, Y.; W)-9(a)6(ng)-4(, Y.; )6(Mo)-4(risette, J. T.; Vo)-4(tav)-4(a)6(, )]TJ 0.002 Tc 0.3588 Tw -22.4311 -1.1497 Td [(P.;)4( M)5(y)5(ne)9(ni)4(, )6(R)4(.)1(B)4(.)1(;)4( )6(Nem)13(a)-3(ni)4(, R)4(.)7( R)4(.)1(;)4( R)10(u)5(nni)10(ng)5(, S)7(.)1( )6(W.)7( M)5(O)6(DIS)7( Lea)9(f )6(Area)9( I)6(nde)9(x)5( \(L)8(AI)6(\) a)9(n)5(d )6(Fract)4(i)4(o)5(n )6(of)6( )]TJ 0.0016 Tc 0.0538 Tw 0 -1.1437 TD [(Ph)5(ot)4(osy)11(n)-1(t)4(h)-1(et)4(i)4(cal)4(l)4(y)5( Act)4(i)4(v)-1(e R)4(a)-4(di)4(at)4(i)4(on A)5(b)-1(s)8(o)-1(r)5(b)5(ed by)5( Ve)8(get)4(a)2(t)4(i)4(on \()5(F)1(P)7(A)-1(R)4(\))-1( Pr)5(od)5(uct)4( \(M)5(O)5(D)5(1)5(5\) Al)10(go)5(ri)4(t)4(h)-1(m)13( )-6(The)8(o)-1(ret)4(i)4(cal)4( )]TJ 0 Tc 0.0015 Tw 0 -1.1497 TD [(Basis Docum)11(e)1(nt, )]TJ /TT24 1 Tf 0.0016 Tc 0 Tw 7.0719 0 Td [(e)8(o)-1(s)8(p)-1(so)5(.g)5(sf)4(c.)6(nas)8(a.)6(g)5(o)-1(v/)4(at)10(bd/)10(mo)5(di)4(st)4(a)5(b)-1(l)4(e)2(s.)6(ht)4(ml)]TJ /TT22 1 Tf 0.0008 Tc -0.0053 Tw 17.515 0 Td (, 1999. )Tj -0.0007 Tc 0.0381 Tw -24.5868 -1.7425 Td [(Myn)-4(en)-4(i)2(, R.B.; )6(Hoffm)11(an)-4(, S.; )6(Kn)-4(yazikh)-4(in, Y.; Priv)-4(ette, J.L.)5(; Glassy, J.; Tian)-4(, Y.; )6(W)-9(a)6(n)-4(g)2(, )6(Y.; Song)-4(, )6(X.; Zh)-4(an)-4(g, Y.; )]TJ 0.0015 Tc 0.0659 Tw 0 -1.1497 TD [(Sm)7(i)4(t)4(h)-1(, G.R)4(.;)4( Lot)4(s)1(ch)5(, A.;)4( Fri)4(e)8(dl)4(, M)4(.;)4( M)4(o)-1(ri)4(se)8(t)4(t)4(e)2(, J.T.;)4( Vot)4(a)2(v)5(a)2(, P.;)4( Nem)13(a)2(ni)4(, R)4(.R)4(.;)4( R)4(unni)10(n)5(g)-1(, S.)6(W. )6(Gl)4(o)5(b)-1(al)4( pro)5(d)5(u)-1(ct)4(s)7( )]TJ 0.002 Tc 0.0115 Tw 0 -1.1497 TD [(of)6( ve)9(get)4(a)3(t)4(i)4(o)-1(n)5( l)4(eaf are)9(a)3( a)9(n)-1(d)5( f)6(r)6(act)4(i)4(on a)9(b)-1(s)8(o)-1(r)6(b)-1(e)9(d)-1( P)7(AR)4( )6(fr)6(om)13( y)5(e)-3(ar )6(one)9( o)5(f M)11(O)6(DIS)7( )6(dat)4(a)]TJ /TT24 1 Tf 0 Tc 0 Tw 32.4371 0 Td ( )Tj /TT23 1 Tf 0.0003 Tc 0.0132 Tw 0.2635 0 Td [(Rem)7(o)-3(te)7( Sensin)6(g E)9(nviron)]TJ /TT24 1 Tf 0 Tc 0 Tw 10.5629 0 Td (.)Tj /TT22 1 Tf -0.0038 Tc 0.0173 Tw 0.2515 0 Td [(, 91)-7(,)7( )]TJ -0.0026 Tc -0.0019 Tw -43.515 -1.1437 Td [(1)-6(14-)-5(127)-6(, 20)-6(02)-6(. )-6( )]TJ 0.0014 Tc 0.0121 Tw 0 -1.7485 TD [(M)4(y)4(neni)4(, )-6(R)4(.;)4( K)5(n)-2(y)4(azi)4(khi)10(n, Y.;)4( Gl)4(assy)4(, )-6(J.;)4( Vot)10(a)2(va, P.;)4( )-6(S)7(h)]TJ 0.0012 Tc 0.0123 Tw [(aba)8(n)-2(o)4(v)-2(, N.)6( )-6(Use)8(r)-1(')8(s)1( )-6(Gui)10(d)-2(e )-6(FP)7(AR, LAI \(ES)7(D)-1(T: M)4(O)-1(D)5(1)-2(5)4(A)5(2\))11( )]TJ -0.0019 Tc 0.0034 Tw 0 -1.1497 TD [(8)-5(-)2(d)-5(a)-1(y Co)-5(m)10(p)-5(o)-5(s)-2(i)7(t)1(e N)-4(A)2(SA MOD)-4(I)-4(S Lan)-5(d)1( A)-4(l)7(go)-5(r)-4(ith)-5(m)10(.)-3( p)-5(.)3( 1-)-4(17. 200)-5(3. )]TJ -0.0007 Tc 0.0022 Tw 0 -1.7425 TD (Rizzi, R. )Tj /TT23 1 Tf 0.0003 Tc 0.0012 Tw 3.7725 0 Td [(Geotecnologias em um sistema de estimati)9(va da produ\347)7(\343o de)7( soja)]TJ /TT22 1 Tf 0.0017 Tc -0.0002 Tw 27.7485 0 Td [(:)4( est)4(u)-1(d)5(o)-1( d)5(e)2( caso no R)4(i)4(o )6(Gra)8(n)5(de do)11( )]TJ -0.001 Tc 0.0684 Tw -31.521 -1.1497 Td [(Su)-4(l. 200)-4(4-0)-4(4)2(-30)-4(.)-2( \(INPE--TDI/\). Tese )1(\(Dou)-4(t)7(o)-4(rado)-4( em Sen)-4(s)5(o)-4(r)-3(iam)10(en)-4(t)1(o)-4( Rem)10(o)-4(to)-4(\) - In)-4(stituto)-4( Nacion)-4(al d)-4(e)6( Pesqu)-4(i)1(sas )]TJ -0.0001 Tc -0.0044 Tw 0 -1.1497 TD [(Espaciais, S\343o Jos\351 dos )-6(Cam)11(pos. 2004. )]TJ -0.0013 Tc 0.0926 Tw 0 -1.7425 TD [(Tan)-4(,)-3( )-6(B.; Hu)-4(ang)-4(,)-3( D.; )-6(Hu)-4(, J.; Yang)-4(, W.; )-6(Zh)-4(an)-4(g, )]TJ 0.0014 Tc 0.0959 Tw 19.3413 0 Td [(P.;)4( S)7(h)-2(a)8(b)-2(an)4(ov)4(, N)5(.V)5(.;)4( K)5(n)-2(y)4(azi)4(khi)4(n)4(, Y)5(.;)4( M)4(y)4(neni)4(, R)4(.B)4(.)]TJ /TT23 1 Tf 0 Tc 0 Tw 20.9162 0 Td ( )Tj /TT22 1 Tf -0.0019 Tc 0.0992 Tw 0.3413 0 Td [(An)-5(alysis o)-5(f)8( )]TJ 0.0013 Tc 0.1798 Tw -40.5988 -1.1497 Td [(M)4(O)-1(D)5(I)-1(S Leaf )6(Area I)5(n)4(dex R)10(e)2(t)4(r)-1(i)4(e)2(val)4(s)1( o)4(v)-2(er )6(B)4(r)-1(oa)8(dl)4(eaf C)4(r)5(o)4(p)-2(s as a Fu)4(nct)4(i)4(on )6(of M)4(o)4(del)4( )6(and )6(In)4(p)4(u)-2(t)4( Unc)8(e)2(rt)4(ai)4(nt)4(i)4(e)2(s. )]TJ /TT23 1 Tf 0 Tc -0.0045 Tw 0 -1.1497 TD [(Photogr)7(a)-3(mme)7(tric )-6(Enginee)7(r)1(ing an)5(d Remote )-6(Sensin)5(g)]TJ /TT22 1 Tf -0.0024 Tc 0.0039 Tw 21.9042 0 Td [(. Submit)-6(ted)-5( fo)-5(r)-5( )6(pub)-5(licatio)-5(n)-5(.)-4( )6(2)-5(004)-5(. )]TJ 0.0003 Tc 0.1449 Tw -21.9042 -1.7425 Td [(Wan)3(g)-3(, )6(Y.; Tia)7(n)-3(, )6(Y.; Zha)7(n)3(g, )6(Y.; El-Sale)7(o)-3(u)3(s)6(, N.; )6(Kny)3(azik)3(h)]TJ 0.0018 Tc 0.1434 Tw 24.1198 0 Td [(i)4(n)-1(, )6(Y.;)4( )6(Verm)7(ot)4(e, E.;)4( M)5(y)5(ne)9(ni)4(, R)4(.B)4(. I)6(n)5(vest)10(i)4(g)-1(at)4(i)4(on )6(of)6( )]TJ -0.0001 Tc 0.2531 Tw -24.1198 -1.1497 Td [(product accuracy as a func)7(tion of )]TJ -0.0005 Tc 0.2535 Tw 15.0539 0 Td [(input and m)11(odel uncertainties: Ca)-6(se)]TJ -0.0002 Tc 0.2532 Tw [( study with Sea)7(W)-8(iFS and MODIS)11( )]TJ 0.001 Tc -0.0055 Tw -15.0538 -1.1497 Td [(LAI/F)6(PAR Al)9(go)4(rithm)12(. )]TJ /TT23 1 Tf 0.0004 Tc 0.0011 Tw 9.3413 0 Td [(Rem)7(o)-3(te)7( Sensin)6(g E)9(nviron)]TJ /TT22 1 Tf -0.0019 Tc 0.0034 Tw 10.5389 0 Td [(., 78)-5(, 296)-5(-31)-5(1)1(, )6(2)-5(001)-5(. )]TJ 0.0016 Tc -0.0001 Tw -19.8802 -1.7425 Td [(Wan)5(g)-1(, )6(Y.;)4( )6(Wo)11(odc)8(oc)8(k, C)4(.E)8(.;)4( )6(B)4(u)-1(erm)13(a)2(nn, )6(W.;)10( St)4(enbe)8(r)5(g)-1(, P)7(.;)4( Voi)10(p)-1(i)4(o)-1(, )6(P.;)4( Sm)13(ol)4(an)5(der)5(, H)5(.;)4( H)5(a)14(\250)-25(m)13(e, )6(T.;)4( Ti)4(an)5(,)6( Y.;)4( H)5(u)-1(, )6(J.; )]TJ 0.0013 Tc 0.102 Tw 0 -1.1497 TD [(Kny)4(azi)4(k)4(h)-2(i)4(n)4(, Y)5(.;)4( M)4(y)4(neni)4(, R)4(.B)4(. Eval)4(uat)4(i)4(o)4(n )6(of t)4(h)-2(e M)4(O)5(D)5(I)-1(S)7( LAI al)4(g)4(o)-2(ri)4(t)4(h)4(m)7( at a coni)4(fer)5(ous )6(fo)4(rest)4( si)4(t)4(e)2( i)4(n)-2( Fi)4(nl)4(an)4(d.)]TJ /TT24 1 Tf 0 Tc 0 Tw 45.2635 0 Td ( )Tj /TT23 1 Tf 0.0004 Tc -0.0049 Tw -45.2635 -1.1497 Td [(Rem)7(o)-3(te Sensi)9(ng )-6(En)6(vir)7(o)-3(n)]TJ /TT22 1 Tf -0.0017 Tc -0.0028 Tw 10.5389 0 Td [(., 91)-5(, 11)-5(4-1)-5(2)1(7)-5(,)3( )-6(200)-5(4. )-6( )]TJ -0.0001 Tc 0.0136 Tw -10.5389 -1.7425 Td [(Yang, )6(W.; Stroeve, J.C.; Shab)]TJ -0.0011 Tc 0.0146 Tw [(an)-4(ov)-4(, )6(N.V.; Hu)-4(ang)-4(,)-3( )6(D.; Tan)-4(,)-3( )6(B.; Zh)-4(ang)-4(,)-3( P.; )6(Kn)-4(yazikh)-4(in, Y.; Myn)-4(en)-4(i)1(,R.B. 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re W n 0.6 0.6 1 sc 0 0 0 SC 261.12 231.08 8.46 -69.96 re B* Q q 282.12 161.18 9.24 81.42 re W n 0.6 0.6 1 sc 0 0 0 SC 282.42 242.3 8.58 -81.18 re B* Q q 303.54 161.18 9.12 88.2 re W n 0.6 0.6 1 sc 0 0 0 SC 303.84 249.08 8.46 -87.96 re B* Q q 324.84 161.18 9.24 94.92 re W n 0.6 0.6 1 sc 0 0 0 SC 325.14 255.8 8.58 -94.68 re B* Q q 346.26 161.18 9.12 101.04 re W n 0.6 0.6 1 sc 0 0 0 SC 346.56 261.92 8.46 -100.8 re B* Q q 367.56 161.18 9.24 105.42 re W n 0.6 0.6 1 sc 0 0 0 SC 367.86 266.3 8.58 -105.18 re B* Q q 388.98 161.18 9.12 105.12 re W n 0.6 0.6 1 sc 0 0 0 SC 389.28 266 8.46 -104.88 re B* Q q 410.28 161.18 9.24 104.16 re W n 0.6 0.6 1 sc 0 0 0 SC 410.58 265.04 8.58 -103.92 re B* Q 0.6 0.216 0.4 sc 0 0 0 SC 196.98 266.3 8.58 -73.02 re B* 218.34 274.04 8.52 -66.84 re B* 239.7 278.3 8.58 -58.44 re B* 261.12 282.38 8.46 -51.3 re B* 282.42 284.24 8.58 -41.94 re B* 303.84 285.02 8.46 -35.94 re B* 325.14 285.8 8.58 -30 re B* 346.56 285.8 8.46 -23.88 re B* 367.86 285.44 8.58 -19.14 re B* 389.28 281.72 8.46 -15.72 re B* 410.58 274.46 8.58 -9.42 re B* 1 1 0.796 sc 196.98 277.76 8.58 -11.46 re B* 218.34 284.24 8.52 -10.2 re B* 239.7 287.36 8.58 -9.06 re B* 261.12 289.88 8.46 -7.5 re B* 282.42 291.32 8.58 -7.08 re B* 303.84 292.34 8.46 -7.32 re B* 325.14 293.48 8.58 -7.68 re B* 346.56 294.26 8.46 -8.46 re B* 367.86 295.88 8.58 -10.44 re B* 389.28 296.96 8.46 -15.24 re B* 410.58 299.6 8.58 -25.14 re B* 0.796 1 1 sc 196.98 295.82 8.58 -18.06 re B* 218.34 296.9 8.52 -12.66 re B* 239.7 297.92 8.58 -10.56 re B* 261.12 298.34 8.46 -8.46 re B* 282.42 299.12 8.58 -7.8 re B* 303.84 299.48 8.46 -7.14 re B* 325.14 299.78 8.58 -6.3 re B* 346.56 299.9 8.46 -5.64 re B* 367.86 300.38 8.58 -4.5 re B* 389.28 300.38 8.46 -3.42 re B* 410.58 301.16 8.58 -1.56 re B* 0.4 0 0.4 sc 196.98 300.5 8.58 -4.68 re B* 218.34 300.68 8.52 -3.78 re B* 239.7 300.74 8.58 -2.82 re B* 261.12 300.86 8.46 -2.52 re B* 282.42 300.86 8.58 -1.74 re B* 303.84 300.86 8.46 -1.38 re B* 325.14 300.98 8.58 -1.2 re B* 346.56 300.86 8.46 -0.96 re B* 367.86 300.86 8.58 -0.48 re B* 389.28 300.98 8.46 -0.6 re B* 1 0.502 0.502 sc 196.98 301.16 8.58 -0.66 re B* 218.34 301.16 8.52 -0.48 re B* 239.7 301.16 8.58 -0.42 re B* 261.12 301.16 8.46 -0.3 re B* 282.42 301.16 8.58 -0.3 re B* 303.84 301.16 8.46 -0.3 re B* 325.14 301.16 8.58 -0.18 re B* 346.56 301.16 8.46 -0.3 re B* 367.86 301.16 8.58 -0.3 re B* 389.28 301.16 8.46 -0.18 re B* 0.06 w 190.56 301.16 m 190.56 161.12 l 188.94 161.12 m 190.56 161.12 l 188.94 175.16 m 190.56 175.16 l 188.94 189.14 m 190.56 189.14 l 188.94 203.12 m 190.56 203.12 l 188.94 217.1 m 190.56 217.1 l 188.94 231.08 m 190.56 231.08 l 188.94 245.18 m 190.56 245.18 l 188.94 259.16 m 190.56 259.16 l 188.94 273.2 m 190.56 273.2 l 188.94 287.18 m 190.56 287.18 l 188.94 301.16 m 190.56 301.16 l 190.56 161.12 m 425.64 161.12 l 190.56 159.5 m 190.56 161.12 l 211.98 159.5 m 211.98 161.12 l 233.34 159.5 m 233.34 161.12 l 254.7 159.5 m 254.7 161.12 l 276.06 159.5 m 276.06 161.12 l 297.48 159.5 m 297.48 161.12 l 318.78 159.5 m 318.78 161.12 l 340.2 159.5 m 340.2 161.12 l 361.5 159.5 m 361.5 161.12 l 382.92 159.5 m 382.92 161.12 l 404.22 159.5 m 404.22 161.12 l 425.64 159.5 m 425.64 161.12 l S 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT25 1 Tf 5.3435 0 0 5.3435 181.9992 555.5219 Tm (0)Tj 0.0053 Tc -0.5053 2.6162 Td (10)Tj 0 2.6275 TD (20)Tj 0 2.6162 TD (30)Tj 0 2.6162 TD (40)Tj T* (50)Tj 0 2.6387 TD (60)Tj 0 2.6162 TD (70)Tj 0 2.6162 TD (80)Tj 0 2.6275 TD (90)Tj -0.5053 2.6162 Td (100)Tj 0.0029 Tw 2.5601 -27.6783 Td [(>)8( )11(0 -)13( )11(10 )-842(10 -)13( )11(20)-1156(20 -)24( 30)-1134(30 -)13( )11(40)-1156(40 -)13( )11(50)-1156(50 )11(-)13( 60)-1134(60 -)13( )11(70)-1156(70 -)24( 80)-1134(80 -)13( )11(90)-909(90 )11(-)13( 100)-1549(100)]TJ -0.003 Tc 0.0091 Tw 7.9669 0 0 7.9669 249.5592 533.5619 Tm [(Perc)12(entag)15(e)4( of)6( soy)8(be)12(a)4(n in th)8(e pixel)]TJ -0.0025 Tc 0.0086 Tw 0 7.9669 -7.9669 0 170.7192 584.8019 Tm [(R)-6(e)-3(lati)-11(ve F)-11(r)-1(equ)-7(e)5(ncy,)-9( in)-7( % .)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 1 1 1 sc 182.58 315.56 244.32 -10.68 re f 0.6 0.6 1 sc 0.387 w 0 j 186.06 308.3 3.42 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT25 1 Tf 0.0011 Tc 0.0044 Tw 5.6351 0 0 5.6351 188.8992 704.322 Tm [(B)19(r)4(oa)8(dl)23(eaf)25( c)8(r)4(op)11(s)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 0.6 0.216 0.4 sc 232.44 308.3 3.42 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT25 1 Tf -0.0209 Tc 0 Tw 5.6351 0 0 5.6351 235.2792 704.322 Tm [(S)-18(a)-24(va)-24(nna)-14(h)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 1 1 0.796 sc 264.84 308.3 3.42 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT25 1 Tf 0.0039 Tc 5.6351 0 0 5.6351 267.7392 704.322 Tm [(G)13(r)7(a)11(sses/)5(ce)11(r)7(eal)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 0.796 1 1 sc 308.28 308.3 3.36 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT25 1 Tf -0.0242 Tc 0.0297 Tw 5.6351 0 0 5.6351 311.1192 704.322 Tm [(B)-7(r)-21(o)-14(a)-27(d)-25(l)-2(e)-17(a)-28(f fo)-25(r)-11(e)-28(s)-29(t)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 0.4 0 0.4 sc 355.14 308.3 3.42 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT25 1 Tf -0.0011 Tc 0 Tw 5.6351 0 0 5.6351 357.9792 704.322 Tm [(Sh)20(r)13(u)20(bs)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 1 0.502 0.502 sc 381.48 308.3 3.36 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT25 1 Tf 0.0036 Tc 0.0019 Tw 5.6351 0 0 5.6351 384.3192 704.322 Tm [(N)12(eedl)26(el)26(e)11(af)28( f)28(o)3(r)17(est)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 160.98 322.04 0.48 -0.48 re f 160.98 322.04 273.42 -0.48 re f 433.92 322.04 0.48 -0.48 re f 160.98 321.56 0.48 -190.14 re f 433.92 321.56 0.48 -190.14 re f 160.98 131.42 0.48 -0.48 re f 160.98 131.42 273.42 -0.48 re f 433.92 131.42 0.48 -0.48 re f 1 0 0 1 1.9608 -396.0816 cm BT /TT25 1 Tf 0 Tc 0 Tw 12 0 0 12 432.4392 527.0219 Tm ( )Tj -30.29 -0.925 Td ( )Tj /TT26 1 Tf 0.0005 Tc -0.0005 Tw 0 -1.15 TD (Figure 5)Tj /TT25 1 Tf 0.0004 Tc -0.0004 Tw 3.585 0 Td [(: R)7(e)-1(lative frequency \(%\) of biom)8(e-type )]TJ 0.0001 Tc -0.0001 Tw 15.99 0 Td (by percentage of soybean in the pixel. )Tj 0 Tc 0 Tw -19.575 -1.15 Td ( )Tj /TT26 1 Tf 0 -1.16 TD ( )Tj 0 g ET /GS21 gs BT /T1_10 9 Tf 1 0 0 1 289.994 28.8 Tm (259)Tj /CS20 cs 0 0 0 sc ET /GS20 gs BT /TT26 1 Tf 12 0 0 12 77.3717 638.0512 Tm (4. Conclusion )Tj /TT25 1 Tf -0.0002 Tc 0.0392 Tw 0 -1.64 TD [(Since the high relative f)8(r)-2(equency of )]TJ /TT27 1 Tf 0.0385 Tw 14.775 0 Td (Standard fill value 255)Tj /TT25 1 Tf 0.0011 Tc 0.0364 Tw 9.31 0 Td [( r)4(etr)4(ievals in)6( )]TJ /TT27 1 Tf 0.0004 Tc 0.0396 Tw 5.355 0 Td (Collection 4)Tj /TT25 1 Tf 0 Tc 0 Tw 4.955 0 Td ( )Tj /TT27 1 Tf -0.0001 Tc 0.29 0 Td (MODIS )Tj -0.001 Tc -34.685 -1.15 Td (LAI)Tj /TT25 1 Tf -0.0004 Tc 0.0854 Tw 1.5 0 Td ( product \(MOD15A2\) occurs for pixels with )Tj 0.0853 Tw (high soybean percentage)Tj 0.0004 Tc 0.0821 Tw 28.6 0 Td (, only in a specific )Tj 0.0002 Tc 0.0789 Tw -30.1 -1.15 Td [(period which coincides with the m)8(a)-6(xim)8(u)-5(m)8( soybean)]TJ 0.0009 Tc 0.0753 Tw 21.08 0 Td ( growth stage, the re)Tj 0.0003 Tc 0.0797 Tw 8.45 0 Td [(sults from)8( our study )]TJ 0.0007 Tc 0.0059 Tw -29.53 -1.15 Td (indicate that those retrievals )Tj -0.0003 Tc 0.0103 Tw 11.54 0 Td [(are closely related to the soybean)3( areas. Besides, their occurrence )]TJ 0.001 Tc 0.339 Tw -11.54 -1.15 Td [(appears)5( not to be)5( dire)5(ctly)6( re)5(lated)6( to an)6( eve)5(n)1(tual m)9(i)-1(sclassif)4(i)-1(ca)5(tion)6( in )]TJ /TT27 1 Tf 0.0002 Tc 0 Tw 30.91 0 Td (landcover)Tj /TT25 1 Tf -0.0018 Tc 0.3418 Tw 4 0 Td ( input. )Tj 0.0001 Tc 0.2549 Tw -34.91 -1.15 Td (Therefore, the Collection 4 MOD15A2 product )Tj 0.0006 Tc 0.2527 Tw 20.72 0 Td (is not suitable to )Tj -0.0001 Tc 7.855 0 Td [(m)8(o)-5(nitor LAI seasonal )]TJ 0.0002 Tc 0.0798 Tw -28.575 -1.15 Td [(changes over soybean areas. Thus, more effort )-2(must be foc)-6(used on validating the product in )]TJ -0.0002 Tw 0 -1.15 TD (further studies. )Tj /TT26 1 Tf 0 -2.16 TD (5. References )Tj /TT25 1 Tf -0.0012 Tc 0.2362 Tw 10.02 0 0 10.02 77.3717 478.0312 Tm [(Kn)-4(yazikh)-4(in, )6(Y.; Marton)-4(ch)-4(i)7(k)-4(, J.V.; Di)7(n)-4(er, )6(D. J.; Myn)-4(e)6(n)-4(i)]TJ -0.0005 Tc 0.2355 Tw [(, R. B.; )6(Verstraete, M. M)8(.)]TJ -0.0018 Tc 0.2368 Tw 35.2395 0 Td [(; Pin)-5(t)1(y, B.; )6(Go)-5(bro)-5(n)1(, N. )]TJ 0.0015 Tc 0.1677 Tw -35.2395 -1.1497 Td [(Est)4(i)-2(m)13(a)2(t)4(i)4(on of)5( )6(veget)4(a)2(t)4(i)4(o)5(n ca)8(n)5(opy)5( l)4(e)2(a)8(f)-1( a)8(r)-1(ea )6(i)4(nde)8(x a)8(n)5(d f)5(r)-1(ac)8(t)4(i)4(on )6(of)5( ab)5(so)5(rb)5(ed )6(ph)5(ot)10(osy)5(n)-1(t)4(h)5(et)4(i)4(cal)4(l)4(y)5( acti)4(v)-1(e ra)8(di)4(at)4(i)4(o)5(n)5( )]TJ 0.0014 Tc 0.0001 Tw 0 -1.1437 TD [(fr)5(om)13( atm)13(o)-2(sphe)8(re-c)8(or)5(rect)4(ed)4( M)4(I)-1(SR)4( )6(dat)4(a)2(, )]TJ /TT26 1 Tf 0.0016 Tc -0.0061 Tw 15.9341 0 Td [(J. G)7(e)2(oph)7(y)-1(s.)6( )-6(Re)8(s)]TJ /TT25 1 Tf 0.0026 Tc -0.0071 Tw [(.,)7( 10)6(3:)5( 32)6(2)6(39)6(-)6(32)6(25)6(6,)7( )-6(1)6(9)6(98a)9(. )]TJ 0.0018 Tc 0.1973 Tw -15.9341 -1.7485 Td [(Kny)5(azi)4(k)5(h)-1(i)4(n)5(, Y)5(.;)4( M)5(a)3(rt)4(onc)9(hi)4(k,)6( J. V.;)4( M)5(y)5(nen)5(i)4(, R)4(. B)4(.;)4( Di)4(ner, D. J.;)4( R)4(u)5(nn)5(i)4(ng, S)7(. )6(W)-6(. Sy)11(ner)6(g)-1(i)4(s)2(t)4(i)4(c)3( al)4(gor)6(i)4(t)4(h)-7(m)13( for )]TJ 0.0014 Tc 0.0899 Tw 0 -1.1497 TD [(est)4(i)-2(m)13(a)2(ti)4(ng ve)8(g)4(e)2(t)4(a)2(t)4(i)4(on cano)4(p)-2(y)10( l)4(eaf area i)4(nde)8(x an)4(d fract)4(i)4(o)4(n of ab)4(so)4(rbe)8(d)-2( p)4(h)4(o)-2(t)4(o)-2(sy)10(nt)4(het)4(i)4(cal)4(l)4(y)4( act)4(i)4(v)-2(e radi)4(at)4(ion f)5(r)5(o)-8(m)7( )]TJ 0.0004 Tc 0.0011 Tw 0 -1.1437 TD [(MODIS a)7(n)3(d M)9(I)-2(SR )6(data, )]TJ /TT26 1 Tf 0.0016 Tc -0.0061 Tw 10.006 0 Td [(J. G)7(e)2(oph)7(y)-1(s.)6( )-6(Re)8(s)]TJ /TT25 1 Tf 0.0025 Tc -0.007 Tw [(.,)7( 10)6(3:)5( 32)6(2)6(57)6(-)6(32)6(27)6(5,)7( )-6(1)6(9)6(98)6(b. )]TJ -0.0005 Tc 0.0619 Tw -10.006 -1.7485 Td [(Kn)-3(yazikh)-3(in, Y.; Glassy, J.; Priv)-3(ette, J. L.; Tian)-3(, Y.; Lo)]TJ -0.0008 Tc 0.0622 Tw 22.4311 0 Td [(tsch, A.; Zh)-4(an)-4(g, Y.; W)-9(a)6(ng)-4(, Y.; )6(Mo)-4(risette, J. T.; Vo)-4(tav)-4(a)6(, )]TJ 0.002 Tc 0.3588 Tw -22.4311 -1.1497 Td [(P.;)4( M)5(y)5(ne)9(ni)4(, )6(R)4(.)1(B)4(.)1(;)4( )6(Nem)13(a)-3(ni)4(, R)4(.)7( R)4(.)1(;)4( R)10(u)5(nni)10(ng)5(, S)7(.)1( )6(W.)7( M)5(O)6(DIS)7( Lea)9(f )6(Area)9( I)6(nde)9(x)5( \(L)8(AI)6(\) a)9(n)5(d )6(Fract)4(i)4(o)5(n )6(of)6( )]TJ 0.0016 Tc 0.0538 Tw 0 -1.1437 TD [(Ph)5(ot)4(osy)11(n)-1(t)4(h)-1(et)4(i)4(cal)4(l)4(y)5( Act)4(i)4(v)-1(e R)4(a)-4(di)4(at)4(i)4(on A)5(b)-1(s)8(o)-1(r)5(b)5(ed by)5( Ve)8(get)4(a)2(t)4(i)4(on \()5(F)1(P)7(A)-1(R)4(\))-1( Pr)5(od)5(uct)4( \(M)5(O)5(D)5(1)5(5\) Al)10(go)5(ri)4(t)4(h)-1(m)13( )-6(The)8(o)-1(ret)4(i)4(cal)4( )]TJ 0 Tc 0.0015 Tw 0 -1.1497 TD [(Basis Docum)11(e)1(nt, )]TJ /TT27 1 Tf 0.0016 Tc 0 Tw 7.0719 0 Td [(e)8(o)-1(s)8(p)-1(so)5(.g)5(sf)4(c.)6(nas)8(a.)6(g)5(o)-1(v/)4(at)10(bd/)10(mo)5(di)4(st)4(a)5(b)-1(l)4(e)2(s.)6(ht)4(ml)]TJ /TT25 1 Tf 0.0008 Tc -0.0053 Tw 17.515 0 Td (, 1999. )Tj -0.0007 Tc 0.0381 Tw -24.5868 -1.7425 Td [(Myn)-4(en)-4(i)2(, R.B.; )6(Hoffm)11(an)-4(, S.; )6(Kn)-4(yazikh)-4(in, Y.; Priv)-4(ette, J.L.)5(; Glassy, J.; Tian)-4(, Y.; )6(W)-9(a)6(n)-4(g)2(, )6(Y.; Song)-4(, )6(X.; Zh)-4(an)-4(g, Y.; )]TJ 0.0015 Tc 0.0659 Tw 0 -1.1497 TD [(Sm)7(i)4(t)4(h)-1(, G.R)4(.;)4( Lot)4(s)1(ch)5(, A.;)4( Fri)4(e)8(dl)4(, M)4(.;)4( M)4(o)-1(ri)4(se)8(t)4(t)4(e)2(, J.T.;)4( Vot)4(a)2(v)5(a)2(, P.;)4( Nem)13(a)2(ni)4(, R)4(.R)4(.;)4( R)4(unni)10(n)5(g)-1(, S.)6(W. )6(Gl)4(o)5(b)-1(al)4( pro)5(d)5(u)-1(ct)4(s)7( )]TJ 0.002 Tc 0.0115 Tw 0 -1.1497 TD [(of)6( ve)9(get)4(a)3(t)4(i)4(o)-1(n)5( l)4(eaf are)9(a)3( a)9(n)-1(d)5( f)6(r)6(act)4(i)4(on a)9(b)-1(s)8(o)-1(r)6(b)-1(e)9(d)-1( P)7(AR)4( )6(fr)6(om)13( y)5(e)-3(ar )6(one)9( o)5(f M)11(O)6(DIS)7( )6(dat)4(a)]TJ /TT27 1 Tf 0 Tc 0 Tw 32.4371 0 Td ( )Tj /TT26 1 Tf 0.0003 Tc 0.0132 Tw 0.2635 0 Td [(Rem)7(o)-3(te)7( Sensin)6(g E)9(nviron)]TJ /TT27 1 Tf 0 Tc 0 Tw 10.5629 0 Td (.)Tj /TT25 1 Tf -0.0038 Tc 0.0173 Tw 0.2515 0 Td [(, 91)-7(,)7( )]TJ -0.0026 Tc -0.0019 Tw -43.515 -1.1437 Td [(1)-6(14-)-5(127)-6(, 20)-6(02)-6(. )-6( )]TJ 0.0014 Tc 0.0121 Tw 0 -1.7485 TD [(M)4(y)4(neni)4(, )-6(R)4(.;)4( K)5(n)-2(y)4(azi)4(khi)10(n, Y.;)4( Gl)4(assy)4(, )-6(J.;)4( Vot)10(a)2(va, P.;)4( )-6(S)7(h)]TJ 0.0012 Tc 0.0123 Tw [(aba)8(n)-2(o)4(v)-2(, N.)6( )-6(Use)8(r)-1(')8(s)1( )-6(Gui)10(d)-2(e )-6(FP)7(AR, LAI \(ES)7(D)-1(T: M)4(O)-1(D)5(1)-2(5)4(A)5(2\))11( )]TJ -0.0019 Tc 0.0034 Tw 0 -1.1497 TD [(8)-5(-)2(d)-5(a)-1(y Co)-5(m)10(p)-5(o)-5(s)-2(i)7(t)1(e N)-4(A)2(SA MOD)-4(I)-4(S Lan)-5(d)1( A)-4(l)7(go)-5(r)-4(ith)-5(m)10(.)-3( p)-5(.)3( 1-)-4(17. 200)-5(3. )]TJ -0.0007 Tc 0.0022 Tw 0 -1.7425 TD (Rizzi, R. )Tj /TT26 1 Tf 0.0003 Tc 0.0012 Tw 3.7725 0 Td [(Geotecnologias em um sistema de estimati)9(va da produ\347)7(\343o de)7( soja)]TJ /TT25 1 Tf 0.0017 Tc -0.0002 Tw 27.7485 0 Td [(:)4( est)4(u)-1(d)5(o)-1( d)5(e)2( caso no R)4(i)4(o )6(Gra)8(n)5(de do)11( )]TJ -0.001 Tc 0.0684 Tw -31.521 -1.1497 Td [(Su)-4(l. 200)-4(4-0)-4(4)2(-30)-4(.)-2( \(INPE--TDI/\). 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301.16 8.58 -0.3 re B* 303.84 301.16 8.46 -0.3 re B* 325.14 301.16 8.58 -0.18 re B* 346.56 301.16 8.46 -0.3 re B* 367.86 301.16 8.58 -0.3 re B* 389.28 301.16 8.46 -0.18 re B* 0.06 w 190.56 301.16 m 190.56 161.12 l 188.94 161.12 m 190.56 161.12 l 188.94 175.16 m 190.56 175.16 l 188.94 189.14 m 190.56 189.14 l 188.94 203.12 m 190.56 203.12 l 188.94 217.1 m 190.56 217.1 l 188.94 231.08 m 190.56 231.08 l 188.94 245.18 m 190.56 245.18 l 188.94 259.16 m 190.56 259.16 l 188.94 273.2 m 190.56 273.2 l 188.94 287.18 m 190.56 287.18 l 188.94 301.16 m 190.56 301.16 l 190.56 161.12 m 425.64 161.12 l 190.56 159.5 m 190.56 161.12 l 211.98 159.5 m 211.98 161.12 l 233.34 159.5 m 233.34 161.12 l 254.7 159.5 m 254.7 161.12 l 276.06 159.5 m 276.06 161.12 l 297.48 159.5 m 297.48 161.12 l 318.78 159.5 m 318.78 161.12 l 340.2 159.5 m 340.2 161.12 l 361.5 159.5 m 361.5 161.12 l 382.92 159.5 m 382.92 161.12 l 404.22 159.5 m 404.22 161.12 l 425.64 159.5 m 425.64 161.12 l S 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT28 1 Tf 5.3435 0 0 5.3435 181.9992 555.5219 Tm (0)Tj 0.0053 Tc -0.5053 2.6162 Td (10)Tj 0 2.6275 TD (20)Tj 0 2.6162 TD (30)Tj 0 2.6162 TD (40)Tj T* (50)Tj 0 2.6387 TD (60)Tj 0 2.6162 TD (70)Tj 0 2.6162 TD (80)Tj 0 2.6275 TD (90)Tj -0.5053 2.6162 Td (100)Tj 0.0029 Tw 2.5601 -27.6783 Td [(>)8( )11(0 -)13( )11(10 )-842(10 -)13( )11(20)-1156(20 -)24( 30)-1134(30 -)13( )11(40)-1156(40 -)13( )11(50)-1156(50 )11(-)13( 60)-1134(60 -)13( )11(70)-1156(70 -)24( 80)-1134(80 -)13( )11(90)-909(90 )11(-)13( 100)-1549(100)]TJ -0.003 Tc 0.0091 Tw 7.9669 0 0 7.9669 249.5592 533.5619 Tm [(Perc)12(entag)15(e)4( of)6( soy)8(be)12(a)4(n in th)8(e pixel)]TJ -0.0025 Tc 0.0086 Tw 0 7.9669 -7.9669 0 170.7192 584.8019 Tm [(R)-6(e)-3(lati)-11(ve F)-11(r)-1(equ)-7(e)5(ncy,)-9( in)-7( % .)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 1 1 1 sc 182.58 315.56 244.32 -10.68 re f 0.6 0.6 1 sc 0.387 w 0 j 186.06 308.3 3.42 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT28 1 Tf 0.0011 Tc 0.0044 Tw 5.6351 0 0 5.6351 188.8992 704.322 Tm [(B)19(r)4(oa)8(dl)23(eaf)25( c)8(r)4(op)11(s)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 0.6 0.216 0.4 sc 232.44 308.3 3.42 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT28 1 Tf -0.0209 Tc 0 Tw 5.6351 0 0 5.6351 235.2792 704.322 Tm [(S)-18(a)-24(va)-24(nna)-14(h)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 1 1 0.796 sc 264.84 308.3 3.42 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT28 1 Tf 0.0039 Tc 5.6351 0 0 5.6351 267.7392 704.322 Tm [(G)13(r)7(a)11(sses/)5(ce)11(r)7(eal)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 0.796 1 1 sc 308.28 308.3 3.36 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT28 1 Tf -0.0242 Tc 0.0297 Tw 5.6351 0 0 5.6351 311.1192 704.322 Tm [(B)-7(r)-21(o)-14(a)-27(d)-25(l)-2(e)-17(a)-28(f fo)-25(r)-11(e)-28(s)-29(t)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 0.4 0 0.4 sc 355.14 308.3 3.42 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT28 1 Tf -0.0011 Tc 0 Tw 5.6351 0 0 5.6351 357.9792 704.322 Tm [(Sh)20(r)13(u)20(bs)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 1 0.502 0.502 sc 381.48 308.3 3.36 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT28 1 Tf 0.0036 Tc 0.0019 Tw 5.6351 0 0 5.6351 384.3192 704.322 Tm [(N)12(eedl)26(el)26(e)11(af)28( f)28(o)3(r)17(est)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 160.98 322.04 0.48 -0.48 re f 160.98 322.04 273.42 -0.48 re f 433.92 322.04 0.48 -0.48 re f 160.98 321.56 0.48 -190.14 re f 433.92 321.56 0.48 -190.14 re f 160.98 131.42 0.48 -0.48 re f 160.98 131.42 273.42 -0.48 re f 433.92 131.42 0.48 -0.48 re f 1 0 0 1 1.9608 -396.0816 cm BT /TT28 1 Tf 0 Tc 0 Tw 12 0 0 12 432.4392 527.0219 Tm ( )Tj -30.29 -0.925 Td ( )Tj /TT29 1 Tf 0.0005 Tc -0.0005 Tw 0 -1.15 TD (Figure 5)Tj /TT28 1 Tf 0.0004 Tc -0.0004 Tw 3.585 0 Td [(: R)7(e)-1(lative frequency \(%\) of biom)8(e-type )]TJ 0.0001 Tc -0.0001 Tw 15.99 0 Td (by percentage of soybean in the pixel. )Tj 0 Tc 0 Tw -19.575 -1.15 Td ( )Tj /TT29 1 Tf 0 -1.16 TD ( )Tj 0 g ET /GS23 gs BT /T1_11 9 Tf 1 0 0 1 289.994 28.8 Tm (259)Tj /CS22 cs 0 0 0 sc ET /GS22 gs BT /TT29 1 Tf 12 0 0 12 77.3717 638.0512 Tm (4. Conclusion )Tj /TT28 1 Tf -0.0002 Tc 0.0392 Tw 0 -1.64 TD [(Since the high relative f)8(r)-2(equency of )]TJ /TT30 1 Tf 0.0385 Tw 14.775 0 Td (Standard fill value 255)Tj /TT28 1 Tf 0.0011 Tc 0.0364 Tw 9.31 0 Td [( r)4(etr)4(ievals in)6( )]TJ /TT30 1 Tf 0.0004 Tc 0.0396 Tw 5.355 0 Td (Collection 4)Tj /TT28 1 Tf 0 Tc 0 Tw 4.955 0 Td ( )Tj /TT30 1 Tf -0.0001 Tc 0.29 0 Td (MODIS )Tj -0.001 Tc -34.685 -1.15 Td (LAI)Tj /TT28 1 Tf -0.0004 Tc 0.0854 Tw 1.5 0 Td ( product \(MOD15A2\) occurs for pixels with )Tj 0.0853 Tw (high soybean percentage)Tj 0.0004 Tc 0.0821 Tw 28.6 0 Td (, only in a specific )Tj 0.0002 Tc 0.0789 Tw -30.1 -1.15 Td [(period which coincides with the m)8(a)-6(xim)8(u)-5(m)8( soybean)]TJ 0.0009 Tc 0.0753 Tw 21.08 0 Td ( growth stage, the re)Tj 0.0003 Tc 0.0797 Tw 8.45 0 Td [(sults from)8( our study )]TJ 0.0007 Tc 0.0059 Tw -29.53 -1.15 Td (indicate that those retrievals )Tj -0.0003 Tc 0.0103 Tw 11.54 0 Td [(are closely related to the soybean)3( areas. Besides, their occurrence )]TJ 0.001 Tc 0.339 Tw -11.54 -1.15 Td [(appears)5( not to be)5( dire)5(ctly)6( re)5(lated)6( to an)6( eve)5(n)1(tual m)9(i)-1(sclassif)4(i)-1(ca)5(tion)6( in )]TJ /TT30 1 Tf 0.0002 Tc 0 Tw 30.91 0 Td (landcover)Tj /TT28 1 Tf -0.0018 Tc 0.3418 Tw 4 0 Td ( input. )Tj 0.0001 Tc 0.2549 Tw -34.91 -1.15 Td (Therefore, the Collection 4 MOD15A2 product )Tj 0.0006 Tc 0.2527 Tw 20.72 0 Td (is not suitable to )Tj -0.0001 Tc 7.855 0 Td [(m)8(o)-5(nitor LAI seasonal )]TJ 0.0002 Tc 0.0798 Tw -28.575 -1.15 Td [(changes over soybean areas. Thus, more effort )-2(must be foc)-6(used on validating the product in )]TJ -0.0002 Tw 0 -1.15 TD (further studies. )Tj /TT29 1 Tf 0 -2.16 TD (5. References )Tj /TT28 1 Tf -0.0012 Tc 0.2362 Tw 10.02 0 0 10.02 77.3717 478.0312 Tm [(Kn)-4(yazikh)-4(in, )6(Y.; Marton)-4(ch)-4(i)7(k)-4(, J.V.; Di)7(n)-4(er, )6(D. J.; Myn)-4(e)6(n)-4(i)]TJ -0.0005 Tc 0.2355 Tw [(, R. B.; )6(Verstraete, M. M)8(.)]TJ -0.0018 Tc 0.2368 Tw 35.2395 0 Td [(; Pin)-5(t)1(y, B.; )6(Go)-5(bro)-5(n)1(, N. )]TJ 0.0015 Tc 0.1677 Tw -35.2395 -1.1497 Td [(Est)4(i)-2(m)13(a)2(t)4(i)4(on of)5( )6(veget)4(a)2(t)4(i)4(o)5(n ca)8(n)5(opy)5( l)4(e)2(a)8(f)-1( a)8(r)-1(ea )6(i)4(nde)8(x a)8(n)5(d f)5(r)-1(ac)8(t)4(i)4(on )6(of)5( ab)5(so)5(rb)5(ed )6(ph)5(ot)10(osy)5(n)-1(t)4(h)5(et)4(i)4(cal)4(l)4(y)5( acti)4(v)-1(e ra)8(di)4(at)4(i)4(o)5(n)5( )]TJ 0.0014 Tc 0.0001 Tw 0 -1.1437 TD [(fr)5(om)13( atm)13(o)-2(sphe)8(re-c)8(or)5(rect)4(ed)4( M)4(I)-1(SR)4( )6(dat)4(a)2(, )]TJ /TT29 1 Tf 0.0016 Tc -0.0061 Tw 15.9341 0 Td [(J. G)7(e)2(oph)7(y)-1(s.)6( )-6(Re)8(s)]TJ /TT28 1 Tf 0.0026 Tc -0.0071 Tw [(.,)7( 10)6(3:)5( 32)6(2)6(39)6(-)6(32)6(25)6(6,)7( )-6(1)6(9)6(98a)9(. )]TJ 0.0018 Tc 0.1973 Tw -15.9341 -1.7485 Td [(Kny)5(azi)4(k)5(h)-1(i)4(n)5(, Y)5(.;)4( M)5(a)3(rt)4(onc)9(hi)4(k,)6( J. V.;)4( M)5(y)5(nen)5(i)4(, R)4(. B)4(.;)4( Di)4(ner, D. J.;)4( R)4(u)5(nn)5(i)4(ng, S)7(. )6(W)-6(. Sy)11(ner)6(g)-1(i)4(s)2(t)4(i)4(c)3( al)4(gor)6(i)4(t)4(h)-7(m)13( for )]TJ 0.0014 Tc 0.0899 Tw 0 -1.1497 TD [(est)4(i)-2(m)13(a)2(ti)4(ng ve)8(g)4(e)2(t)4(a)2(t)4(i)4(on cano)4(p)-2(y)10( l)4(eaf area i)4(nde)8(x an)4(d fract)4(i)4(o)4(n of ab)4(so)4(rbe)8(d)-2( p)4(h)4(o)-2(t)4(o)-2(sy)10(nt)4(het)4(i)4(cal)4(l)4(y)4( act)4(i)4(v)-2(e radi)4(at)4(ion f)5(r)5(o)-8(m)7( )]TJ 0.0004 Tc 0.0011 Tw 0 -1.1437 TD [(MODIS a)7(n)3(d M)9(I)-2(SR )6(data, )]TJ /TT29 1 Tf 0.0016 Tc -0.0061 Tw 10.006 0 Td [(J. G)7(e)2(oph)7(y)-1(s.)6( )-6(Re)8(s)]TJ /TT28 1 Tf 0.0025 Tc -0.007 Tw [(.,)7( 10)6(3:)5( 32)6(2)6(57)6(-)6(32)6(27)6(5,)7( )-6(1)6(9)6(98)6(b. )]TJ -0.0005 Tc 0.0619 Tw -10.006 -1.7485 Td [(Kn)-3(yazikh)-3(in, Y.; Glassy, J.; Priv)-3(ette, J. L.; Tian)-3(, Y.; Lo)]TJ -0.0008 Tc 0.0622 Tw 22.4311 0 Td [(tsch, A.; Zh)-4(an)-4(g, Y.; W)-9(a)6(ng)-4(, Y.; )6(Mo)-4(risette, J. T.; Vo)-4(tav)-4(a)6(, )]TJ 0.002 Tc 0.3588 Tw -22.4311 -1.1497 Td [(P.;)4( M)5(y)5(ne)9(ni)4(, )6(R)4(.)1(B)4(.)1(;)4( )6(Nem)13(a)-3(ni)4(, R)4(.)7( R)4(.)1(;)4( R)10(u)5(nni)10(ng)5(, S)7(.)1( )6(W.)7( M)5(O)6(DIS)7( Lea)9(f )6(Area)9( I)6(nde)9(x)5( \(L)8(AI)6(\) a)9(n)5(d )6(Fract)4(i)4(o)5(n )6(of)6( )]TJ 0.0016 Tc 0.0538 Tw 0 -1.1437 TD [(Ph)5(ot)4(osy)11(n)-1(t)4(h)-1(et)4(i)4(cal)4(l)4(y)5( Act)4(i)4(v)-1(e R)4(a)-4(di)4(at)4(i)4(on A)5(b)-1(s)8(o)-1(r)5(b)5(ed by)5( Ve)8(get)4(a)2(t)4(i)4(on \()5(F)1(P)7(A)-1(R)4(\))-1( Pr)5(od)5(uct)4( \(M)5(O)5(D)5(1)5(5\) Al)10(go)5(ri)4(t)4(h)-1(m)13( )-6(The)8(o)-1(ret)4(i)4(cal)4( )]TJ 0 Tc 0.0015 Tw 0 -1.1497 TD [(Basis Docum)11(e)1(nt, )]TJ /TT30 1 Tf 0.0016 Tc 0 Tw 7.0719 0 Td [(e)8(o)-1(s)8(p)-1(so)5(.g)5(sf)4(c.)6(nas)8(a.)6(g)5(o)-1(v/)4(at)10(bd/)10(mo)5(di)4(st)4(a)5(b)-1(l)4(e)2(s.)6(ht)4(ml)]TJ /TT28 1 Tf 0.0008 Tc -0.0053 Tw 17.515 0 Td (, 1999. )Tj -0.0007 Tc 0.0381 Tw -24.5868 -1.7425 Td [(Myn)-4(en)-4(i)2(, R.B.; )6(Hoffm)11(an)-4(, S.; )6(Kn)-4(yazikh)-4(in, Y.; Priv)-4(ette, J.L.)5(; Glassy, J.; Tian)-4(, Y.; )6(W)-9(a)6(n)-4(g)2(, )6(Y.; Song)-4(, )6(X.; Zh)-4(an)-4(g, Y.; )]TJ 0.0015 Tc 0.0659 Tw 0 -1.1497 TD [(Sm)7(i)4(t)4(h)-1(, G.R)4(.;)4( Lot)4(s)1(ch)5(, A.;)4( Fri)4(e)8(dl)4(, M)4(.;)4( M)4(o)-1(ri)4(se)8(t)4(t)4(e)2(, J.T.;)4( Vot)4(a)2(v)5(a)2(, P.;)4( Nem)13(a)2(ni)4(, R)4(.R)4(.;)4( R)4(unni)10(n)5(g)-1(, S.)6(W. )6(Gl)4(o)5(b)-1(al)4( pro)5(d)5(u)-1(ct)4(s)7( )]TJ 0.002 Tc 0.0115 Tw 0 -1.1497 TD [(of)6( ve)9(get)4(a)3(t)4(i)4(o)-1(n)5( l)4(eaf are)9(a)3( a)9(n)-1(d)5( f)6(r)6(act)4(i)4(on a)9(b)-1(s)8(o)-1(r)6(b)-1(e)9(d)-1( P)7(AR)4( )6(fr)6(om)13( y)5(e)-3(ar )6(one)9( o)5(f M)11(O)6(DIS)7( )6(dat)4(a)]TJ /TT30 1 Tf 0 Tc 0 Tw 32.4371 0 Td ( )Tj /TT29 1 Tf 0.0003 Tc 0.0132 Tw 0.2635 0 Td [(Rem)7(o)-3(te)7( Sensin)6(g E)9(nviron)]TJ /TT30 1 Tf 0 Tc 0 Tw 10.5629 0 Td (.)Tj /TT28 1 Tf -0.0038 Tc 0.0173 Tw 0.2515 0 Td [(, 91)-7(,)7( )]TJ -0.0026 Tc -0.0019 Tw -43.515 -1.1437 Td [(1)-6(14-)-5(127)-6(, 20)-6(02)-6(. )-6( )]TJ 0.0014 Tc 0.0121 Tw 0 -1.7485 TD [(M)4(y)4(neni)4(, )-6(R)4(.;)4( K)5(n)-2(y)4(azi)4(khi)10(n, Y.;)4( Gl)4(assy)4(, )-6(J.;)4( Vot)10(a)2(va, P.;)4( )-6(S)7(h)]TJ 0.0012 Tc 0.0123 Tw [(aba)8(n)-2(o)4(v)-2(, N.)6( )-6(Use)8(r)-1(')8(s)1( )-6(Gui)10(d)-2(e )-6(FP)7(AR, LAI \(ES)7(D)-1(T: M)4(O)-1(D)5(1)-2(5)4(A)5(2\))11( )]TJ -0.0019 Tc 0.0034 Tw 0 -1.1497 TD [(8)-5(-)2(d)-5(a)-1(y Co)-5(m)10(p)-5(o)-5(s)-2(i)7(t)1(e N)-4(A)2(SA MOD)-4(I)-4(S Lan)-5(d)1( A)-4(l)7(go)-5(r)-4(ith)-5(m)10(.)-3( p)-5(.)3( 1-)-4(17. 200)-5(3. )]TJ -0.0007 Tc 0.0022 Tw 0 -1.7425 TD (Rizzi, R. )Tj /TT29 1 Tf 0.0003 Tc 0.0012 Tw 3.7725 0 Td [(Geotecnologias em um sistema de estimati)9(va da produ\347)7(\343o de)7( soja)]TJ /TT28 1 Tf 0.0017 Tc -0.0002 Tw 27.7485 0 Td [(:)4( est)4(u)-1(d)5(o)-1( d)5(e)2( caso no R)4(i)4(o )6(Gra)8(n)5(de do)11( )]TJ -0.001 Tc 0.0684 Tw -31.521 -1.1497 Td [(Su)-4(l. 200)-4(4-0)-4(4)2(-30)-4(.)-2( \(INPE--TDI/\). Tese )1(\(Dou)-4(t)7(o)-4(rado)-4( em Sen)-4(s)5(o)-4(r)-3(iam)10(en)-4(t)1(o)-4( Rem)10(o)-4(to)-4(\) - In)-4(stituto)-4( Nacion)-4(al d)-4(e)6( Pesqu)-4(i)1(sas )]TJ -0.0001 Tc -0.0044 Tw 0 -1.1497 TD [(Espaciais, S\343o Jos\351 dos )-6(Cam)11(pos. 2004. )]TJ -0.0013 Tc 0.0926 Tw 0 -1.7425 TD [(Tan)-4(,)-3( )-6(B.; Hu)-4(ang)-4(,)-3( D.; )-6(Hu)-4(, J.; Yang)-4(, W.; )-6(Zh)-4(an)-4(g, )]TJ 0.0014 Tc 0.0959 Tw 19.3413 0 Td [(P.;)4( S)7(h)-2(a)8(b)-2(an)4(ov)4(, N)5(.V)5(.;)4( K)5(n)-2(y)4(azi)4(khi)4(n)4(, Y)5(.;)4( M)4(y)4(neni)4(, R)4(.B)4(.)]TJ /TT29 1 Tf 0 Tc 0 Tw 20.9162 0 Td ( )Tj /TT28 1 Tf -0.0019 Tc 0.0992 Tw 0.3413 0 Td [(An)-5(alysis o)-5(f)8( )]TJ 0.0013 Tc 0.1798 Tw -40.5988 -1.1497 Td [(M)4(O)-1(D)5(I)-1(S Leaf )6(Area I)5(n)4(dex R)10(e)2(t)4(r)-1(i)4(e)2(val)4(s)1( o)4(v)-2(er )6(B)4(r)-1(oa)8(dl)4(eaf C)4(r)5(o)4(p)-2(s as a Fu)4(nct)4(i)4(on )6(of M)4(o)4(del)4( )6(and )6(In)4(p)4(u)-2(t)4( Unc)8(e)2(rt)4(ai)4(nt)4(i)4(e)2(s. )]TJ /TT29 1 Tf 0 Tc -0.0045 Tw 0 -1.1497 TD [(Photogr)7(a)-3(mme)7(tric )-6(Enginee)7(r)1(ing an)5(d Remote )-6(Sensin)5(g)]TJ /TT28 1 Tf -0.0024 Tc 0.0039 Tw 21.9042 0 Td [(. Submit)-6(ted)-5( fo)-5(r)-5( )6(pub)-5(licatio)-5(n)-5(.)-4( )6(2)-5(004)-5(. )]TJ 0.0003 Tc 0.1449 Tw -21.9042 -1.7425 Td [(Wan)3(g)-3(, )6(Y.; Tia)7(n)-3(, )6(Y.; Zha)7(n)3(g, )6(Y.; El-Sale)7(o)-3(u)3(s)6(, N.; )6(Kny)3(azik)3(h)]TJ 0.0018 Tc 0.1434 Tw 24.1198 0 Td [(i)4(n)-1(, )6(Y.;)4( )6(Verm)7(ot)4(e, E.;)4( M)5(y)5(ne)9(ni)4(, R)4(.B)4(. I)6(n)5(vest)10(i)4(g)-1(at)4(i)4(on )6(of)6( )]TJ -0.0001 Tc 0.2531 Tw -24.1198 -1.1497 Td [(product accuracy as a func)7(tion of )]TJ -0.0005 Tc 0.2535 Tw 15.0539 0 Td [(input and m)11(odel uncertainties: Ca)-6(se)]TJ -0.0002 Tc 0.2532 Tw [( study with Sea)7(W)-8(iFS and MODIS)11( )]TJ 0.001 Tc -0.0055 Tw -15.0538 -1.1497 Td [(LAI/F)6(PAR Al)9(go)4(rithm)12(. )]TJ /TT29 1 Tf 0.0004 Tc 0.0011 Tw 9.3413 0 Td [(Rem)7(o)-3(te)7( Sensin)6(g E)9(nviron)]TJ /TT28 1 Tf -0.0019 Tc 0.0034 Tw 10.5389 0 Td [(., 78)-5(, 296)-5(-31)-5(1)1(, )6(2)-5(001)-5(. )]TJ 0.0016 Tc -0.0001 Tw -19.8802 -1.7425 Td [(Wan)5(g)-1(, )6(Y.;)4( )6(Wo)11(odc)8(oc)8(k, C)4(.E)8(.;)4( )6(B)4(u)-1(erm)13(a)2(nn, )6(W.;)10( St)4(enbe)8(r)5(g)-1(, P)7(.;)4( Voi)10(p)-1(i)4(o)-1(, )6(P.;)4( Sm)13(ol)4(an)5(der)5(, H)5(.;)4( H)5(a)14(\250)-25(m)13(e, )6(T.;)4( Ti)4(an)5(,)6( Y.;)4( H)5(u)-1(, )6(J.; )]TJ 0.0013 Tc 0.102 Tw 0 -1.1497 TD [(Kny)4(azi)4(k)4(h)-2(i)4(n)4(, Y)5(.;)4( M)4(y)4(neni)4(, R)4(.B)4(. Eval)4(uat)4(i)4(o)4(n )6(of t)4(h)-2(e M)4(O)5(D)5(I)-1(S)7( LAI al)4(g)4(o)-2(ri)4(t)4(h)4(m)7( at a coni)4(fer)5(ous )6(fo)4(rest)4( si)4(t)4(e)2( i)4(n)-2( Fi)4(nl)4(an)4(d.)]TJ /TT30 1 Tf 0 Tc 0 Tw 45.2635 0 Td ( )Tj /TT29 1 Tf 0.0004 Tc -0.0049 Tw -45.2635 -1.1497 Td [(Rem)7(o)-3(te Sensi)9(ng )-6(En)6(vir)7(o)-3(n)]TJ /TT28 1 Tf -0.0017 Tc -0.0028 Tw 10.5389 0 Td [(., 91)-5(, 11)-5(4-1)-5(2)1(7)-5(,)3( )-6(200)-5(4. )-6( )]TJ ET endstream endobj 278 0 obj 17603 endobj 279 0 obj << /Length 280 0 R >> stream 1 0 0 1 -1.9608 396.0816 cm /CS24 cs 0.749 0.749 0.749 sc 1 i /RelativeColorimetric ri /GS24 gs 190.56 301.16 235.08 -140.04 re f q 190.56 175.1 235.08 0.06 re W n /CS24 CS 0 0 0 SC 0.06 w 10 M 1 j 1 J []0 d 190.56 175.16 m 425.64 175.16 l S Q q 190.56 189.08 235.08 0.06 re W n /CS24 CS 0 0 0 SC 0.06 w 10 M 1 j 1 J []0 d 190.56 189.14 m 425.64 189.14 l S Q q 190.56 203.06 235.08 0.06 re W n /CS24 CS 0 0 0 SC 0.06 w 10 M 1 j 1 J []0 d 190.56 203.12 m 425.64 203.12 l S Q q 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300.68 8.52 -3.78 re B* 239.7 300.74 8.58 -2.82 re B* 261.12 300.86 8.46 -2.52 re B* 282.42 300.86 8.58 -1.74 re B* 303.84 300.86 8.46 -1.38 re B* 325.14 300.98 8.58 -1.2 re B* 346.56 300.86 8.46 -0.96 re B* 367.86 300.86 8.58 -0.48 re B* 389.28 300.98 8.46 -0.6 re B* 1 0.502 0.502 sc 196.98 301.16 8.58 -0.66 re B* 218.34 301.16 8.52 -0.48 re B* 239.7 301.16 8.58 -0.42 re B* 261.12 301.16 8.46 -0.3 re B* 282.42 301.16 8.58 -0.3 re B* 303.84 301.16 8.46 -0.3 re B* 325.14 301.16 8.58 -0.18 re B* 346.56 301.16 8.46 -0.3 re B* 367.86 301.16 8.58 -0.3 re B* 389.28 301.16 8.46 -0.18 re B* 0.06 w 190.56 301.16 m 190.56 161.12 l 188.94 161.12 m 190.56 161.12 l 188.94 175.16 m 190.56 175.16 l 188.94 189.14 m 190.56 189.14 l 188.94 203.12 m 190.56 203.12 l 188.94 217.1 m 190.56 217.1 l 188.94 231.08 m 190.56 231.08 l 188.94 245.18 m 190.56 245.18 l 188.94 259.16 m 190.56 259.16 l 188.94 273.2 m 190.56 273.2 l 188.94 287.18 m 190.56 287.18 l 188.94 301.16 m 190.56 301.16 l 190.56 161.12 m 425.64 161.12 l 190.56 159.5 m 190.56 161.12 l 211.98 159.5 m 211.98 161.12 l 233.34 159.5 m 233.34 161.12 l 254.7 159.5 m 254.7 161.12 l 276.06 159.5 m 276.06 161.12 l 297.48 159.5 m 297.48 161.12 l 318.78 159.5 m 318.78 161.12 l 340.2 159.5 m 340.2 161.12 l 361.5 159.5 m 361.5 161.12 l 382.92 159.5 m 382.92 161.12 l 404.22 159.5 m 404.22 161.12 l 425.64 159.5 m 425.64 161.12 l S 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT31 1 Tf 5.3435 0 0 5.3435 181.9992 555.5219 Tm (0)Tj 0.0053 Tc -0.5053 2.6162 Td (10)Tj 0 2.6275 TD (20)Tj 0 2.6162 TD (30)Tj 0 2.6162 TD (40)Tj T* (50)Tj 0 2.6387 TD (60)Tj 0 2.6162 TD (70)Tj 0 2.6162 TD (80)Tj 0 2.6275 TD (90)Tj -0.5053 2.6162 Td (100)Tj 0.0029 Tw 2.5601 -27.6783 Td [(>)8( )11(0 -)13( )11(10 )-842(10 -)13( )11(20)-1156(20 -)24( 30)-1134(30 -)13( )11(40)-1156(40 -)13( )11(50)-1156(50 )11(-)13( 60)-1134(60 -)13( )11(70)-1156(70 -)24( 80)-1134(80 -)13( )11(90)-909(90 )11(-)13( 100)-1549(100)]TJ -0.003 Tc 0.0091 Tw 7.9669 0 0 7.9669 249.5592 533.5619 Tm [(Perc)12(entag)15(e)4( of)6( soy)8(be)12(a)4(n in th)8(e pixel)]TJ -0.0025 Tc 0.0086 Tw 0 7.9669 -7.9669 0 170.7192 584.8019 Tm [(R)-6(e)-3(lati)-11(ve F)-11(r)-1(equ)-7(e)5(ncy,)-9( in)-7( % .)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 1 1 1 sc 182.58 315.56 244.32 -10.68 re f 0.6 0.6 1 sc 0.387 w 0 j 186.06 308.3 3.42 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT31 1 Tf 0.0011 Tc 0.0044 Tw 5.6351 0 0 5.6351 188.8992 704.322 Tm [(B)19(r)4(oa)8(dl)23(eaf)25( c)8(r)4(op)11(s)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 0.6 0.216 0.4 sc 232.44 308.3 3.42 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT31 1 Tf -0.0209 Tc 0 Tw 5.6351 0 0 5.6351 235.2792 704.322 Tm [(S)-18(a)-24(va)-24(nna)-14(h)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 1 1 0.796 sc 264.84 308.3 3.42 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT31 1 Tf 0.0039 Tc 5.6351 0 0 5.6351 267.7392 704.322 Tm [(G)13(r)7(a)11(sses/)5(ce)11(r)7(eal)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 0.796 1 1 sc 308.28 308.3 3.36 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT31 1 Tf -0.0242 Tc 0.0297 Tw 5.6351 0 0 5.6351 311.1192 704.322 Tm [(B)-7(r)-21(o)-14(a)-27(d)-25(l)-2(e)-17(a)-28(f fo)-25(r)-11(e)-28(s)-29(t)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 0.4 0 0.4 sc 355.14 308.3 3.42 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT31 1 Tf -0.0011 Tc 0 Tw 5.6351 0 0 5.6351 357.9792 704.322 Tm [(Sh)20(r)13(u)20(bs)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 1 0.502 0.502 sc 381.48 308.3 3.36 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT31 1 Tf 0.0036 Tc 0.0019 Tw 5.6351 0 0 5.6351 384.3192 704.322 Tm [(N)12(eedl)26(el)26(e)11(af)28( f)28(o)3(r)17(est)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 160.98 322.04 0.48 -0.48 re f 160.98 322.04 273.42 -0.48 re f 433.92 322.04 0.48 -0.48 re f 160.98 321.56 0.48 -190.14 re f 433.92 321.56 0.48 -190.14 re f 160.98 131.42 0.48 -0.48 re f 160.98 131.42 273.42 -0.48 re f 433.92 131.42 0.48 -0.48 re f 1 0 0 1 1.9608 -396.0816 cm BT /TT31 1 Tf 0 Tc 0 Tw 12 0 0 12 432.4392 527.0219 Tm ( )Tj -30.29 -0.925 Td ( )Tj /TT32 1 Tf 0.0005 Tc -0.0005 Tw 0 -1.15 TD (Figure 5)Tj /TT31 1 Tf 0.0004 Tc -0.0004 Tw 3.585 0 Td [(: R)7(e)-1(lative frequency \(%\) of biom)8(e-type )]TJ 0.0001 Tc -0.0001 Tw 15.99 0 Td (by percentage of soybean in the pixel. )Tj 0 Tc 0 Tw -19.575 -1.15 Td ( )Tj /TT32 1 Tf 0 -1.16 TD ( )Tj 0 g ET /GS25 gs BT /T1_12 9 Tf 1 0 0 1 289.994 28.8 Tm (259)Tj /CS24 cs 0 0 0 sc ET /GS24 gs BT /TT32 1 Tf 12 0 0 12 77.3717 638.0512 Tm (4. Conclusion )Tj /TT31 1 Tf -0.0002 Tc 0.0392 Tw 0 -1.64 TD [(Since the high relative f)8(r)-2(equency of )]TJ /TT33 1 Tf 0.0385 Tw 14.775 0 Td (Standard fill value 255)Tj /TT31 1 Tf 0.0011 Tc 0.0364 Tw 9.31 0 Td [( r)4(etr)4(ievals in)6( )]TJ /TT33 1 Tf 0.0004 Tc 0.0396 Tw 5.355 0 Td (Collection 4)Tj /TT31 1 Tf 0 Tc 0 Tw 4.955 0 Td ( )Tj /TT33 1 Tf -0.0001 Tc 0.29 0 Td (MODIS )Tj -0.001 Tc -34.685 -1.15 Td (LAI)Tj /TT31 1 Tf -0.0004 Tc 0.0854 Tw 1.5 0 Td ( product \(MOD15A2\) occurs for pixels with )Tj 0.0853 Tw (high soybean percentage)Tj 0.0004 Tc 0.0821 Tw 28.6 0 Td (, only in a specific )Tj 0.0002 Tc 0.0789 Tw -30.1 -1.15 Td [(period which coincides with the m)8(a)-6(xim)8(u)-5(m)8( soybean)]TJ 0.0009 Tc 0.0753 Tw 21.08 0 Td ( growth stage, the re)Tj 0.0003 Tc 0.0797 Tw 8.45 0 Td [(sults from)8( our study )]TJ 0.0007 Tc 0.0059 Tw -29.53 -1.15 Td (indicate that those retrievals )Tj -0.0003 Tc 0.0103 Tw 11.54 0 Td [(are closely related to the soybean)3( areas. Besides, their occurrence )]TJ 0.001 Tc 0.339 Tw -11.54 -1.15 Td [(appears)5( not to be)5( dire)5(ctly)6( re)5(lated)6( to an)6( eve)5(n)1(tual m)9(i)-1(sclassif)4(i)-1(ca)5(tion)6( in )]TJ /TT33 1 Tf 0.0002 Tc 0 Tw 30.91 0 Td (landcover)Tj /TT31 1 Tf -0.0018 Tc 0.3418 Tw 4 0 Td ( input. )Tj 0.0001 Tc 0.2549 Tw -34.91 -1.15 Td (Therefore, the Collection 4 MOD15A2 product )Tj 0.0006 Tc 0.2527 Tw 20.72 0 Td (is not suitable to )Tj -0.0001 Tc 7.855 0 Td [(m)8(o)-5(nitor LAI seasonal )]TJ 0.0002 Tc 0.0798 Tw -28.575 -1.15 Td [(changes over soybean areas. Thus, more effort )-2(must be foc)-6(used on validating the product in )]TJ -0.0002 Tw 0 -1.15 TD (further studies. )Tj /TT32 1 Tf 0 -2.16 TD (5. References )Tj /TT31 1 Tf -0.0012 Tc 0.2362 Tw 10.02 0 0 10.02 77.3717 478.0312 Tm [(Kn)-4(yazikh)-4(in, )6(Y.; Marton)-4(ch)-4(i)7(k)-4(, J.V.; Di)7(n)-4(er, )6(D. J.; Myn)-4(e)6(n)-4(i)]TJ -0.0005 Tc 0.2355 Tw [(, R. B.; )6(Verstraete, M. M)8(.)]TJ -0.0018 Tc 0.2368 Tw 35.2395 0 Td [(; Pin)-5(t)1(y, B.; )6(Go)-5(bro)-5(n)1(, N. )]TJ 0.0015 Tc 0.1677 Tw -35.2395 -1.1497 Td [(Est)4(i)-2(m)13(a)2(t)4(i)4(on of)5( )6(veget)4(a)2(t)4(i)4(o)5(n ca)8(n)5(opy)5( l)4(e)2(a)8(f)-1( a)8(r)-1(ea )6(i)4(nde)8(x a)8(n)5(d f)5(r)-1(ac)8(t)4(i)4(on )6(of)5( ab)5(so)5(rb)5(ed )6(ph)5(ot)10(osy)5(n)-1(t)4(h)5(et)4(i)4(cal)4(l)4(y)5( acti)4(v)-1(e ra)8(di)4(at)4(i)4(o)5(n)5( )]TJ 0.0014 Tc 0.0001 Tw 0 -1.1437 TD [(fr)5(om)13( atm)13(o)-2(sphe)8(re-c)8(or)5(rect)4(ed)4( M)4(I)-1(SR)4( )6(dat)4(a)2(, )]TJ /TT32 1 Tf 0.0016 Tc -0.0061 Tw 15.9341 0 Td [(J. G)7(e)2(oph)7(y)-1(s.)6( )-6(Re)8(s)]TJ /TT31 1 Tf 0.0026 Tc -0.0071 Tw [(.,)7( 10)6(3:)5( 32)6(2)6(39)6(-)6(32)6(25)6(6,)7( )-6(1)6(9)6(98a)9(. )]TJ 0.0018 Tc 0.1973 Tw -15.9341 -1.7485 Td [(Kny)5(azi)4(k)5(h)-1(i)4(n)5(, Y)5(.;)4( M)5(a)3(rt)4(onc)9(hi)4(k,)6( J. V.;)4( M)5(y)5(nen)5(i)4(, R)4(. B)4(.;)4( Di)4(ner, D. J.;)4( R)4(u)5(nn)5(i)4(ng, S)7(. )6(W)-6(. Sy)11(ner)6(g)-1(i)4(s)2(t)4(i)4(c)3( al)4(gor)6(i)4(t)4(h)-7(m)13( for )]TJ 0.0014 Tc 0.0899 Tw 0 -1.1497 TD [(est)4(i)-2(m)13(a)2(ti)4(ng ve)8(g)4(e)2(t)4(a)2(t)4(i)4(on cano)4(p)-2(y)10( l)4(eaf area i)4(nde)8(x an)4(d fract)4(i)4(o)4(n of ab)4(so)4(rbe)8(d)-2( p)4(h)4(o)-2(t)4(o)-2(sy)10(nt)4(het)4(i)4(cal)4(l)4(y)4( act)4(i)4(v)-2(e radi)4(at)4(ion f)5(r)5(o)-8(m)7( )]TJ 0.0004 Tc 0.0011 Tw 0 -1.1437 TD [(MODIS a)7(n)3(d M)9(I)-2(SR )6(data, )]TJ /TT32 1 Tf 0.0016 Tc -0.0061 Tw 10.006 0 Td [(J. G)7(e)2(oph)7(y)-1(s.)6( )-6(Re)8(s)]TJ /TT31 1 Tf 0.0025 Tc -0.007 Tw [(.,)7( 10)6(3:)5( 32)6(2)6(57)6(-)6(32)6(27)6(5,)7( )-6(1)6(9)6(98)6(b. )]TJ -0.0005 Tc 0.0619 Tw -10.006 -1.7485 Td [(Kn)-3(yazikh)-3(in, Y.; Glassy, J.; Priv)-3(ette, J. L.; Tian)-3(, Y.; Lo)]TJ -0.0008 Tc 0.0622 Tw 22.4311 0 Td [(tsch, A.; Zh)-4(an)-4(g, Y.; W)-9(a)6(ng)-4(, Y.; )6(Mo)-4(risette, J. 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300.86 8.58 -0.48 re B* 389.28 300.98 8.46 -0.6 re B* 1 0.502 0.502 sc 196.98 301.16 8.58 -0.66 re B* 218.34 301.16 8.52 -0.48 re B* 239.7 301.16 8.58 -0.42 re B* 261.12 301.16 8.46 -0.3 re B* 282.42 301.16 8.58 -0.3 re B* 303.84 301.16 8.46 -0.3 re B* 325.14 301.16 8.58 -0.18 re B* 346.56 301.16 8.46 -0.3 re B* 367.86 301.16 8.58 -0.3 re B* 389.28 301.16 8.46 -0.18 re B* 0.06 w 190.56 301.16 m 190.56 161.12 l 188.94 161.12 m 190.56 161.12 l 188.94 175.16 m 190.56 175.16 l 188.94 189.14 m 190.56 189.14 l 188.94 203.12 m 190.56 203.12 l 188.94 217.1 m 190.56 217.1 l 188.94 231.08 m 190.56 231.08 l 188.94 245.18 m 190.56 245.18 l 188.94 259.16 m 190.56 259.16 l 188.94 273.2 m 190.56 273.2 l 188.94 287.18 m 190.56 287.18 l 188.94 301.16 m 190.56 301.16 l 190.56 161.12 m 425.64 161.12 l 190.56 159.5 m 190.56 161.12 l 211.98 159.5 m 211.98 161.12 l 233.34 159.5 m 233.34 161.12 l 254.7 159.5 m 254.7 161.12 l 276.06 159.5 m 276.06 161.12 l 297.48 159.5 m 297.48 161.12 l 318.78 159.5 m 318.78 161.12 l 340.2 159.5 m 340.2 161.12 l 361.5 159.5 m 361.5 161.12 l 382.92 159.5 m 382.92 161.12 l 404.22 159.5 m 404.22 161.12 l 425.64 159.5 m 425.64 161.12 l S 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT34 1 Tf 5.3435 0 0 5.3435 181.9992 555.5219 Tm (0)Tj 0.0053 Tc -0.5053 2.6162 Td (10)Tj 0 2.6275 TD (20)Tj 0 2.6162 TD (30)Tj 0 2.6162 TD (40)Tj T* (50)Tj 0 2.6387 TD (60)Tj 0 2.6162 TD (70)Tj 0 2.6162 TD (80)Tj 0 2.6275 TD (90)Tj -0.5053 2.6162 Td (100)Tj 0.0029 Tw 2.5601 -27.6783 Td [(>)8( )11(0 -)13( )11(10 )-842(10 -)13( )11(20)-1156(20 -)24( 30)-1134(30 -)13( )11(40)-1156(40 -)13( )11(50)-1156(50 )11(-)13( 60)-1134(60 -)13( )11(70)-1156(70 -)24( 80)-1134(80 -)13( )11(90)-909(90 )11(-)13( 100)-1549(100)]TJ -0.003 Tc 0.0091 Tw 7.9669 0 0 7.9669 249.5592 533.5619 Tm [(Perc)12(entag)15(e)4( of)6( soy)8(be)12(a)4(n in th)8(e pixel)]TJ -0.0025 Tc 0.0086 Tw 0 7.9669 -7.9669 0 170.7192 584.8019 Tm [(R)-6(e)-3(lati)-11(ve F)-11(r)-1(equ)-7(e)5(ncy,)-9( in)-7( % .)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 1 1 1 sc 182.58 315.56 244.32 -10.68 re f 0.6 0.6 1 sc 0.387 w 0 j 186.06 308.3 3.42 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT34 1 Tf 0.0011 Tc 0.0044 Tw 5.6351 0 0 5.6351 188.8992 704.322 Tm [(B)19(r)4(oa)8(dl)23(eaf)25( c)8(r)4(op)11(s)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 0.6 0.216 0.4 sc 232.44 308.3 3.42 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT34 1 Tf -0.0209 Tc 0 Tw 5.6351 0 0 5.6351 235.2792 704.322 Tm [(S)-18(a)-24(va)-24(nna)-14(h)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 1 1 0.796 sc 264.84 308.3 3.42 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT34 1 Tf 0.0039 Tc 5.6351 0 0 5.6351 267.7392 704.322 Tm [(G)13(r)7(a)11(sses/)5(ce)11(r)7(eal)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 0.796 1 1 sc 308.28 308.3 3.36 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT34 1 Tf -0.0242 Tc 0.0297 Tw 5.6351 0 0 5.6351 311.1192 704.322 Tm [(B)-7(r)-21(o)-14(a)-27(d)-25(l)-2(e)-17(a)-28(f fo)-25(r)-11(e)-28(s)-29(t)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 0.4 0 0.4 sc 355.14 308.3 3.42 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT34 1 Tf -0.0011 Tc 0 Tw 5.6351 0 0 5.6351 357.9792 704.322 Tm [(Sh)20(r)13(u)20(bs)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 1 0.502 0.502 sc 381.48 308.3 3.36 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT34 1 Tf 0.0036 Tc 0.0019 Tw 5.6351 0 0 5.6351 384.3192 704.322 Tm [(N)12(eedl)26(el)26(e)11(af)28( f)28(o)3(r)17(est)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 160.98 322.04 0.48 -0.48 re f 160.98 322.04 273.42 -0.48 re f 433.92 322.04 0.48 -0.48 re f 160.98 321.56 0.48 -190.14 re f 433.92 321.56 0.48 -190.14 re f 160.98 131.42 0.48 -0.48 re f 160.98 131.42 273.42 -0.48 re f 433.92 131.42 0.48 -0.48 re f 1 0 0 1 1.9608 -396.0816 cm BT /TT34 1 Tf 0 Tc 0 Tw 12 0 0 12 432.4392 527.0219 Tm ( )Tj -30.29 -0.925 Td ( )Tj /TT35 1 Tf 0.0005 Tc -0.0005 Tw 0 -1.15 TD (Figure 5)Tj /TT34 1 Tf 0.0004 Tc -0.0004 Tw 3.585 0 Td [(: R)7(e)-1(lative frequency \(%\) of biom)8(e-type )]TJ 0.0001 Tc -0.0001 Tw 15.99 0 Td (by percentage of soybean in the pixel. )Tj 0 Tc 0 Tw -19.575 -1.15 Td ( )Tj /TT35 1 Tf 0 -1.16 TD ( )Tj 0 g ET /GS27 gs BT /T1_13 9 Tf 1 0 0 1 289.994 28.8 Tm (259)Tj /CS26 cs 0 0 0 sc ET /GS26 gs BT /TT35 1 Tf 12 0 0 12 77.3717 638.0512 Tm (4. Conclusion )Tj /TT34 1 Tf -0.0002 Tc 0.0392 Tw 0 -1.64 TD [(Since the high relative f)8(r)-2(equency of )]TJ /TT36 1 Tf 0.0385 Tw 14.775 0 Td (Standard fill value 255)Tj /TT34 1 Tf 0.0011 Tc 0.0364 Tw 9.31 0 Td [( r)4(etr)4(ievals in)6( )]TJ /TT36 1 Tf 0.0004 Tc 0.0396 Tw 5.355 0 Td (Collection 4)Tj /TT34 1 Tf 0 Tc 0 Tw 4.955 0 Td ( )Tj /TT36 1 Tf -0.0001 Tc 0.29 0 Td (MODIS )Tj -0.001 Tc -34.685 -1.15 Td (LAI)Tj /TT34 1 Tf -0.0004 Tc 0.0854 Tw 1.5 0 Td ( product \(MOD15A2\) occurs for pixels with )Tj 0.0853 Tw (high soybean percentage)Tj 0.0004 Tc 0.0821 Tw 28.6 0 Td (, only in a specific )Tj 0.0002 Tc 0.0789 Tw -30.1 -1.15 Td [(period which coincides with the m)8(a)-6(xim)8(u)-5(m)8( soybean)]TJ 0.0009 Tc 0.0753 Tw 21.08 0 Td ( growth stage, the re)Tj 0.0003 Tc 0.0797 Tw 8.45 0 Td [(sults from)8( our study )]TJ 0.0007 Tc 0.0059 Tw -29.53 -1.15 Td (indicate that those retrievals )Tj -0.0003 Tc 0.0103 Tw 11.54 0 Td [(are closely related to the soybean)3( areas. Besides, their occurrence )]TJ 0.001 Tc 0.339 Tw -11.54 -1.15 Td [(appears)5( not to be)5( dire)5(ctly)6( re)5(lated)6( to an)6( eve)5(n)1(tual m)9(i)-1(sclassif)4(i)-1(ca)5(tion)6( in )]TJ /TT36 1 Tf 0.0002 Tc 0 Tw 30.91 0 Td (landcover)Tj /TT34 1 Tf -0.0018 Tc 0.3418 Tw 4 0 Td ( input. )Tj 0.0001 Tc 0.2549 Tw -34.91 -1.15 Td (Therefore, the Collection 4 MOD15A2 product )Tj 0.0006 Tc 0.2527 Tw 20.72 0 Td (is not suitable to )Tj -0.0001 Tc 7.855 0 Td [(m)8(o)-5(nitor LAI seasonal )]TJ 0.0002 Tc 0.0798 Tw -28.575 -1.15 Td [(changes over soybean areas. Thus, more effort )-2(must be foc)-6(used on validating the product in )]TJ -0.0002 Tw 0 -1.15 TD (further studies. )Tj /TT35 1 Tf 0 -2.16 TD (5. References )Tj /TT34 1 Tf -0.0012 Tc 0.2362 Tw 10.02 0 0 10.02 77.3717 478.0312 Tm [(Kn)-4(yazikh)-4(in, )6(Y.; Marton)-4(ch)-4(i)7(k)-4(, J.V.; Di)7(n)-4(er, )6(D. J.; Myn)-4(e)6(n)-4(i)]TJ -0.0005 Tc 0.2355 Tw [(, R. B.; )6(Verstraete, M. M)8(.)]TJ -0.0018 Tc 0.2368 Tw 35.2395 0 Td [(; Pin)-5(t)1(y, B.; )6(Go)-5(bro)-5(n)1(, N. )]TJ 0.0015 Tc 0.1677 Tw -35.2395 -1.1497 Td [(Est)4(i)-2(m)13(a)2(t)4(i)4(on of)5( )6(veget)4(a)2(t)4(i)4(o)5(n ca)8(n)5(opy)5( l)4(e)2(a)8(f)-1( a)8(r)-1(ea )6(i)4(nde)8(x a)8(n)5(d f)5(r)-1(ac)8(t)4(i)4(on )6(of)5( ab)5(so)5(rb)5(ed )6(ph)5(ot)10(osy)5(n)-1(t)4(h)5(et)4(i)4(cal)4(l)4(y)5( acti)4(v)-1(e ra)8(di)4(at)4(i)4(o)5(n)5( )]TJ 0.0014 Tc 0.0001 Tw 0 -1.1437 TD [(fr)5(om)13( atm)13(o)-2(sphe)8(re-c)8(or)5(rect)4(ed)4( M)4(I)-1(SR)4( )6(dat)4(a)2(, )]TJ /TT35 1 Tf 0.0016 Tc -0.0061 Tw 15.9341 0 Td [(J. G)7(e)2(oph)7(y)-1(s.)6( )-6(Re)8(s)]TJ /TT34 1 Tf 0.0026 Tc -0.0071 Tw [(.,)7( 10)6(3:)5( 32)6(2)6(39)6(-)6(32)6(25)6(6,)7( )-6(1)6(9)6(98a)9(. )]TJ 0.0018 Tc 0.1973 Tw -15.9341 -1.7485 Td [(Kny)5(azi)4(k)5(h)-1(i)4(n)5(, Y)5(.;)4( M)5(a)3(rt)4(onc)9(hi)4(k,)6( J. V.;)4( M)5(y)5(nen)5(i)4(, R)4(. B)4(.;)4( Di)4(ner, D. J.;)4( R)4(u)5(nn)5(i)4(ng, S)7(. )6(W)-6(. Sy)11(ner)6(g)-1(i)4(s)2(t)4(i)4(c)3( al)4(gor)6(i)4(t)4(h)-7(m)13( for )]TJ 0.0014 Tc 0.0899 Tw 0 -1.1497 TD [(est)4(i)-2(m)13(a)2(ti)4(ng ve)8(g)4(e)2(t)4(a)2(t)4(i)4(on cano)4(p)-2(y)10( l)4(eaf area i)4(nde)8(x an)4(d fract)4(i)4(o)4(n of ab)4(so)4(rbe)8(d)-2( p)4(h)4(o)-2(t)4(o)-2(sy)10(nt)4(het)4(i)4(cal)4(l)4(y)4( act)4(i)4(v)-2(e radi)4(at)4(ion f)5(r)5(o)-8(m)7( )]TJ 0.0004 Tc 0.0011 Tw 0 -1.1437 TD [(MODIS a)7(n)3(d M)9(I)-2(SR )6(data, )]TJ /TT35 1 Tf 0.0016 Tc -0.0061 Tw 10.006 0 Td [(J. G)7(e)2(oph)7(y)-1(s.)6( )-6(Re)8(s)]TJ /TT34 1 Tf 0.0025 Tc -0.007 Tw [(.,)7( 10)6(3:)5( 32)6(2)6(57)6(-)6(32)6(27)6(5,)7( )-6(1)6(9)6(98)6(b. )]TJ -0.0005 Tc 0.0619 Tw -10.006 -1.7485 Td [(Kn)-3(yazikh)-3(in, Y.; Glassy, J.; Priv)-3(ette, J. L.; Tian)-3(, Y.; Lo)]TJ -0.0008 Tc 0.0622 Tw 22.4311 0 Td [(tsch, A.; Zh)-4(an)-4(g, Y.; W)-9(a)6(ng)-4(, Y.; )6(Mo)-4(risette, J. T.; Vo)-4(tav)-4(a)6(, )]TJ 0.002 Tc 0.3588 Tw -22.4311 -1.1497 Td [(P.;)4( M)5(y)5(ne)9(ni)4(, )6(R)4(.)1(B)4(.)1(;)4( )6(Nem)13(a)-3(ni)4(, R)4(.)7( R)4(.)1(;)4( R)10(u)5(nni)10(ng)5(, S)7(.)1( )6(W.)7( M)5(O)6(DIS)7( Lea)9(f )6(Area)9( I)6(nde)9(x)5( \(L)8(AI)6(\) a)9(n)5(d )6(Fract)4(i)4(o)5(n )6(of)6( )]TJ 0.0016 Tc 0.0538 Tw 0 -1.1437 TD [(Ph)5(ot)4(osy)11(n)-1(t)4(h)-1(et)4(i)4(cal)4(l)4(y)5( Act)4(i)4(v)-1(e R)4(a)-4(di)4(at)4(i)4(on A)5(b)-1(s)8(o)-1(r)5(b)5(ed by)5( Ve)8(get)4(a)2(t)4(i)4(on \()5(F)1(P)7(A)-1(R)4(\))-1( Pr)5(od)5(uct)4( \(M)5(O)5(D)5(1)5(5\) Al)10(go)5(ri)4(t)4(h)-1(m)13( )-6(The)8(o)-1(ret)4(i)4(cal)4( )]TJ 0 Tc 0.0015 Tw 0 -1.1497 TD [(Basis Docum)11(e)1(nt, )]TJ /TT36 1 Tf 0.0016 Tc 0 Tw 7.0719 0 Td [(e)8(o)-1(s)8(p)-1(so)5(.g)5(sf)4(c.)6(nas)8(a.)6(g)5(o)-1(v/)4(at)10(bd/)10(mo)5(di)4(st)4(a)5(b)-1(l)4(e)2(s.)6(ht)4(ml)]TJ /TT34 1 Tf 0.0008 Tc -0.0053 Tw 17.515 0 Td (, 1999. )Tj -0.0007 Tc 0.0381 Tw -24.5868 -1.7425 Td [(Myn)-4(en)-4(i)2(, R.B.; )6(Hoffm)11(an)-4(, S.; )6(Kn)-4(yazikh)-4(in, Y.; Priv)-4(ette, J.L.)5(; Glassy, J.; Tian)-4(, Y.; )6(W)-9(a)6(n)-4(g)2(, )6(Y.; Song)-4(, )6(X.; Zh)-4(an)-4(g, Y.; )]TJ 0.0015 Tc 0.0659 Tw 0 -1.1497 TD [(Sm)7(i)4(t)4(h)-1(, G.R)4(.;)4( Lot)4(s)1(ch)5(, A.;)4( Fri)4(e)8(dl)4(, M)4(.;)4( M)4(o)-1(ri)4(se)8(t)4(t)4(e)2(, J.T.;)4( Vot)4(a)2(v)5(a)2(, P.;)4( Nem)13(a)2(ni)4(, R)4(.R)4(.;)4( R)4(unni)10(n)5(g)-1(, S.)6(W. )6(Gl)4(o)5(b)-1(al)4( pro)5(d)5(u)-1(ct)4(s)7( )]TJ 0.002 Tc 0.0115 Tw 0 -1.1497 TD [(of)6( ve)9(get)4(a)3(t)4(i)4(o)-1(n)5( l)4(eaf are)9(a)3( a)9(n)-1(d)5( f)6(r)6(act)4(i)4(on a)9(b)-1(s)8(o)-1(r)6(b)-1(e)9(d)-1( P)7(AR)4( )6(fr)6(om)13( y)5(e)-3(ar )6(one)9( o)5(f M)11(O)6(DIS)7( )6(dat)4(a)]TJ /TT36 1 Tf 0 Tc 0 Tw 32.4371 0 Td ( )Tj /TT35 1 Tf 0.0003 Tc 0.0132 Tw 0.2635 0 Td [(Rem)7(o)-3(te)7( Sensin)6(g E)9(nviron)]TJ /TT36 1 Tf 0 Tc 0 Tw 10.5629 0 Td (.)Tj /TT34 1 Tf -0.0038 Tc 0.0173 Tw 0.2515 0 Td [(, 91)-7(,)7( )]TJ -0.0026 Tc -0.0019 Tw -43.515 -1.1437 Td [(1)-6(14-)-5(127)-6(, 20)-6(02)-6(. )-6( )]TJ 0.0014 Tc 0.0121 Tw 0 -1.7485 TD [(M)4(y)4(neni)4(, )-6(R)4(.;)4( K)5(n)-2(y)4(azi)4(khi)10(n, Y.;)4( Gl)4(assy)4(, )-6(J.;)4( Vot)10(a)2(va, P.;)4( )-6(S)7(h)]TJ 0.0012 Tc 0.0123 Tw [(aba)8(n)-2(o)4(v)-2(, N.)6( )-6(Use)8(r)-1(')8(s)1( )-6(Gui)10(d)-2(e )-6(FP)7(AR, LAI \(ES)7(D)-1(T: M)4(O)-1(D)5(1)-2(5)4(A)5(2\))11( )]TJ -0.0019 Tc 0.0034 Tw 0 -1.1497 TD [(8)-5(-)2(d)-5(a)-1(y Co)-5(m)10(p)-5(o)-5(s)-2(i)7(t)1(e N)-4(A)2(SA MOD)-4(I)-4(S Lan)-5(d)1( A)-4(l)7(go)-5(r)-4(ith)-5(m)10(.)-3( p)-5(.)3( 1-)-4(17. 200)-5(3. )]TJ -0.0007 Tc 0.0022 Tw 0 -1.7425 TD (Rizzi, R. )Tj /TT35 1 Tf 0.0003 Tc 0.0012 Tw 3.7725 0 Td [(Geotecnologias em um sistema de estimati)9(va da produ\347)7(\343o de)7( soja)]TJ /TT34 1 Tf 0.0017 Tc -0.0002 Tw 27.7485 0 Td [(:)4( est)4(u)-1(d)5(o)-1( d)5(e)2( caso no R)4(i)4(o )6(Gra)8(n)5(de do)11( )]TJ -0.001 Tc 0.0684 Tw -31.521 -1.1497 Td [(Su)-4(l. 200)-4(4-0)-4(4)2(-30)-4(.)-2( \(INPE--TDI/\). Tese )1(\(Dou)-4(t)7(o)-4(rado)-4( em Sen)-4(s)5(o)-4(r)-3(iam)10(en)-4(t)1(o)-4( Rem)10(o)-4(to)-4(\) - In)-4(stituto)-4( Nacion)-4(al d)-4(e)6( Pesqu)-4(i)1(sas )]TJ -0.0001 Tc -0.0044 Tw 0 -1.1497 TD [(Espaciais, S\343o Jos\351 dos )-6(Cam)11(pos. 2004. )]TJ -0.0013 Tc 0.0926 Tw 0 -1.7425 TD [(Tan)-4(,)-3( )-6(B.; Hu)-4(ang)-4(,)-3( D.; )-6(Hu)-4(, J.; Yang)-4(, W.; )-6(Zh)-4(an)-4(g, )]TJ 0.0014 Tc 0.0959 Tw 19.3413 0 Td [(P.;)4( S)7(h)-2(a)8(b)-2(an)4(ov)4(, N)5(.V)5(.;)4( K)5(n)-2(y)4(azi)4(khi)4(n)4(, Y)5(.;)4( M)4(y)4(neni)4(, R)4(.B)4(.)]TJ /TT35 1 Tf 0 Tc 0 Tw 20.9162 0 Td ( )Tj /TT34 1 Tf -0.0019 Tc 0.0992 Tw 0.3413 0 Td [(An)-5(alysis o)-5(f)8( )]TJ 0.0013 Tc 0.1798 Tw -40.5988 -1.1497 Td [(M)4(O)-1(D)5(I)-1(S Leaf )6(Area I)5(n)4(dex R)10(e)2(t)4(r)-1(i)4(e)2(val)4(s)1( o)4(v)-2(er )6(B)4(r)-1(oa)8(dl)4(eaf C)4(r)5(o)4(p)-2(s as a Fu)4(nct)4(i)4(on )6(of M)4(o)4(del)4( )6(and )6(In)4(p)4(u)-2(t)4( Unc)8(e)2(rt)4(ai)4(nt)4(i)4(e)2(s. )]TJ /TT35 1 Tf 0 Tc -0.0045 Tw 0 -1.1497 TD [(Photogr)7(a)-3(mme)7(tric )-6(Enginee)7(r)1(ing an)5(d Remote )-6(Sensin)5(g)]TJ /TT34 1 Tf -0.0024 Tc 0.0039 Tw 21.9042 0 Td [(. Submit)-6(ted)-5( fo)-5(r)-5( )6(pub)-5(licatio)-5(n)-5(.)-4( )6(2)-5(004)-5(. )]TJ 0.0003 Tc 0.1449 Tw -21.9042 -1.7425 Td [(Wan)3(g)-3(, )6(Y.; Tia)7(n)-3(, )6(Y.; Zha)7(n)3(g, )6(Y.; El-Sale)7(o)-3(u)3(s)6(, N.; )6(Kny)3(azik)3(h)]TJ 0.0018 Tc 0.1434 Tw 24.1198 0 Td [(i)4(n)-1(, )6(Y.;)4( )6(Verm)7(ot)4(e, E.;)4( M)5(y)5(ne)9(ni)4(, R)4(.B)4(. I)6(n)5(vest)10(i)4(g)-1(at)4(i)4(on )6(of)6( )]TJ -0.0001 Tc 0.2531 Tw -24.1198 -1.1497 Td [(product accuracy as a func)7(tion of )]TJ -0.0005 Tc 0.2535 Tw 15.0539 0 Td [(input and m)11(odel uncertainties: Ca)-6(se)]TJ -0.0002 Tc 0.2532 Tw [( study with Sea)7(W)-8(iFS and MODIS)11( )]TJ 0.001 Tc -0.0055 Tw -15.0538 -1.1497 Td [(LAI/F)6(PAR Al)9(go)4(rithm)12(. )]TJ /TT35 1 Tf 0.0004 Tc 0.0011 Tw 9.3413 0 Td [(Rem)7(o)-3(te)7( Sensin)6(g E)9(nviron)]TJ /TT34 1 Tf -0.0019 Tc 0.0034 Tw 10.5389 0 Td [(., 78)-5(, 296)-5(-31)-5(1)1(, )6(2)-5(001)-5(. )]TJ 0.0016 Tc -0.0001 Tw -19.8802 -1.7425 Td [(Wan)5(g)-1(, )6(Y.;)4( )6(Wo)11(odc)8(oc)8(k, C)4(.E)8(.;)4( )6(B)4(u)-1(erm)13(a)2(nn, )6(W.;)10( St)4(enbe)8(r)5(g)-1(, P)7(.;)4( Voi)10(p)-1(i)4(o)-1(, )6(P.;)4( Sm)13(ol)4(an)5(der)5(, H)5(.;)4( H)5(a)14(\250)-25(m)13(e, )6(T.;)4( Ti)4(an)5(,)6( Y.;)4( H)5(u)-1(, )6(J.; )]TJ ET endstream endobj 282 0 obj 17063 endobj 283 0 obj << /Length 284 0 R >> stream 1 0 0 1 -1.9608 396.0816 cm /CS28 cs 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301.16 8.46 -0.18 re B* 0.06 w 190.56 301.16 m 190.56 161.12 l 188.94 161.12 m 190.56 161.12 l 188.94 175.16 m 190.56 175.16 l 188.94 189.14 m 190.56 189.14 l 188.94 203.12 m 190.56 203.12 l 188.94 217.1 m 190.56 217.1 l 188.94 231.08 m 190.56 231.08 l 188.94 245.18 m 190.56 245.18 l 188.94 259.16 m 190.56 259.16 l 188.94 273.2 m 190.56 273.2 l 188.94 287.18 m 190.56 287.18 l 188.94 301.16 m 190.56 301.16 l 190.56 161.12 m 425.64 161.12 l 190.56 159.5 m 190.56 161.12 l 211.98 159.5 m 211.98 161.12 l 233.34 159.5 m 233.34 161.12 l 254.7 159.5 m 254.7 161.12 l 276.06 159.5 m 276.06 161.12 l 297.48 159.5 m 297.48 161.12 l 318.78 159.5 m 318.78 161.12 l 340.2 159.5 m 340.2 161.12 l 361.5 159.5 m 361.5 161.12 l 382.92 159.5 m 382.92 161.12 l 404.22 159.5 m 404.22 161.12 l 425.64 159.5 m 425.64 161.12 l S 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT37 1 Tf 5.3435 0 0 5.3435 181.9992 555.5219 Tm (0)Tj 0.0053 Tc -0.5053 2.6162 Td (10)Tj 0 2.6275 TD (20)Tj 0 2.6162 TD (30)Tj 0 2.6162 TD (40)Tj T* (50)Tj 0 2.6387 TD (60)Tj 0 2.6162 TD (70)Tj 0 2.6162 TD (80)Tj 0 2.6275 TD (90)Tj -0.5053 2.6162 Td (100)Tj 0.0029 Tw 2.5601 -27.6783 Td [(>)8( )11(0 -)13( )11(10 )-842(10 -)13( )11(20)-1156(20 -)24( 30)-1134(30 -)13( )11(40)-1156(40 -)13( )11(50)-1156(50 )11(-)13( 60)-1134(60 -)13( )11(70)-1156(70 -)24( 80)-1134(80 -)13( )11(90)-909(90 )11(-)13( 100)-1549(100)]TJ -0.003 Tc 0.0091 Tw 7.9669 0 0 7.9669 249.5592 533.5619 Tm [(Perc)12(entag)15(e)4( of)6( soy)8(be)12(a)4(n in th)8(e pixel)]TJ -0.0025 Tc 0.0086 Tw 0 7.9669 -7.9669 0 170.7192 584.8019 Tm [(R)-6(e)-3(lati)-11(ve F)-11(r)-1(equ)-7(e)5(ncy,)-9( in)-7( % .)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 1 1 1 sc 182.58 315.56 244.32 -10.68 re f 0.6 0.6 1 sc 0.387 w 0 j 186.06 308.3 3.42 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT37 1 Tf 0.0011 Tc 0.0044 Tw 5.6351 0 0 5.6351 188.8992 704.322 Tm [(B)19(r)4(oa)8(dl)23(eaf)25( c)8(r)4(op)11(s)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 0.6 0.216 0.4 sc 232.44 308.3 3.42 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT37 1 Tf -0.0209 Tc 0 Tw 5.6351 0 0 5.6351 235.2792 704.322 Tm [(S)-18(a)-24(va)-24(nna)-14(h)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 1 1 0.796 sc 264.84 308.3 3.42 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT37 1 Tf 0.0039 Tc 5.6351 0 0 5.6351 267.7392 704.322 Tm [(G)13(r)7(a)11(sses/)5(ce)11(r)7(eal)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 0.796 1 1 sc 308.28 308.3 3.36 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT37 1 Tf -0.0242 Tc 0.0297 Tw 5.6351 0 0 5.6351 311.1192 704.322 Tm [(B)-7(r)-21(o)-14(a)-27(d)-25(l)-2(e)-17(a)-28(f fo)-25(r)-11(e)-28(s)-29(t)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 0.4 0 0.4 sc 355.14 308.3 3.42 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT37 1 Tf -0.0011 Tc 0 Tw 5.6351 0 0 5.6351 357.9792 704.322 Tm [(Sh)20(r)13(u)20(bs)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 1 0.502 0.502 sc 381.48 308.3 3.36 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT37 1 Tf 0.0036 Tc 0.0019 Tw 5.6351 0 0 5.6351 384.3192 704.322 Tm [(N)12(eedl)26(el)26(e)11(af)28( f)28(o)3(r)17(est)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 160.98 322.04 0.48 -0.48 re f 160.98 322.04 273.42 -0.48 re f 433.92 322.04 0.48 -0.48 re f 160.98 321.56 0.48 -190.14 re f 433.92 321.56 0.48 -190.14 re f 160.98 131.42 0.48 -0.48 re f 160.98 131.42 273.42 -0.48 re f 433.92 131.42 0.48 -0.48 re f 1 0 0 1 1.9608 -396.0816 cm BT /TT37 1 Tf 0 Tc 0 Tw 12 0 0 12 432.4392 527.0219 Tm ( )Tj -30.29 -0.925 Td ( )Tj /TT38 1 Tf 0.0005 Tc -0.0005 Tw 0 -1.15 TD (Figure 5)Tj /TT37 1 Tf 0.0004 Tc -0.0004 Tw 3.585 0 Td [(: R)7(e)-1(lative frequency \(%\) of biom)8(e-type )]TJ 0.0001 Tc -0.0001 Tw 15.99 0 Td (by percentage of soybean in the pixel. )Tj 0 Tc 0 Tw -19.575 -1.15 Td ( )Tj /TT38 1 Tf 0 -1.16 TD ( )Tj 0 g ET /GS29 gs BT /T1_14 9 Tf 1 0 0 1 289.994 28.8 Tm (259)Tj /CS28 cs 0 0 0 sc ET /GS28 gs BT /TT38 1 Tf 12 0 0 12 77.3717 638.0512 Tm (4. Conclusion )Tj /TT37 1 Tf -0.0002 Tc 0.0392 Tw 0 -1.64 TD [(Since the high relative f)8(r)-2(equency of )]TJ /TT39 1 Tf 0.0385 Tw 14.775 0 Td (Standard fill value 255)Tj /TT37 1 Tf 0.0011 Tc 0.0364 Tw 9.31 0 Td [( r)4(etr)4(ievals in)6( )]TJ /TT39 1 Tf 0.0004 Tc 0.0396 Tw 5.355 0 Td (Collection 4)Tj /TT37 1 Tf 0 Tc 0 Tw 4.955 0 Td ( )Tj /TT39 1 Tf -0.0001 Tc 0.29 0 Td (MODIS )Tj -0.001 Tc -34.685 -1.15 Td (LAI)Tj /TT37 1 Tf -0.0004 Tc 0.0854 Tw 1.5 0 Td ( product \(MOD15A2\) occurs for pixels with )Tj 0.0853 Tw (high soybean percentage)Tj 0.0004 Tc 0.0821 Tw 28.6 0 Td (, only in a specific )Tj 0.0002 Tc 0.0789 Tw -30.1 -1.15 Td [(period which coincides with the m)8(a)-6(xim)8(u)-5(m)8( soybean)]TJ 0.0009 Tc 0.0753 Tw 21.08 0 Td ( growth stage, the re)Tj 0.0003 Tc 0.0797 Tw 8.45 0 Td [(sults from)8( our study )]TJ 0.0007 Tc 0.0059 Tw -29.53 -1.15 Td (indicate that those retrievals )Tj -0.0003 Tc 0.0103 Tw 11.54 0 Td [(are closely related to the soybean)3( areas. Besides, their occurrence )]TJ 0.001 Tc 0.339 Tw -11.54 -1.15 Td [(appears)5( not to be)5( dire)5(ctly)6( re)5(lated)6( to an)6( eve)5(n)1(tual m)9(i)-1(sclassif)4(i)-1(ca)5(tion)6( in )]TJ /TT39 1 Tf 0.0002 Tc 0 Tw 30.91 0 Td (landcover)Tj /TT37 1 Tf -0.0018 Tc 0.3418 Tw 4 0 Td ( input. )Tj 0.0001 Tc 0.2549 Tw -34.91 -1.15 Td (Therefore, the Collection 4 MOD15A2 product )Tj 0.0006 Tc 0.2527 Tw 20.72 0 Td (is not suitable to )Tj -0.0001 Tc 7.855 0 Td [(m)8(o)-5(nitor LAI seasonal )]TJ 0.0002 Tc 0.0798 Tw -28.575 -1.15 Td [(changes over soybean areas. Thus, more effort )-2(must be foc)-6(used on validating the product in )]TJ -0.0002 Tw 0 -1.15 TD (further studies. )Tj /TT38 1 Tf 0 -2.16 TD (5. References )Tj /TT37 1 Tf -0.0012 Tc 0.2362 Tw 10.02 0 0 10.02 77.3717 478.0312 Tm [(Kn)-4(yazikh)-4(in, )6(Y.; Marton)-4(ch)-4(i)7(k)-4(, J.V.; Di)7(n)-4(er, )6(D. J.; Myn)-4(e)6(n)-4(i)]TJ -0.0005 Tc 0.2355 Tw [(, R. B.; )6(Verstraete, M. 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[(G)13(r)7(a)11(sses/)5(ce)11(r)7(eal)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 0.796 1 1 sc 308.28 308.3 3.36 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT40 1 Tf -0.0242 Tc 0.0297 Tw 5.6351 0 0 5.6351 311.1192 704.322 Tm [(B)-7(r)-21(o)-14(a)-27(d)-25(l)-2(e)-17(a)-28(f fo)-25(r)-11(e)-28(s)-29(t)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 0.4 0 0.4 sc 355.14 308.3 3.42 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT40 1 Tf -0.0011 Tc 0 Tw 5.6351 0 0 5.6351 357.9792 704.322 Tm [(Sh)20(r)13(u)20(bs)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 1 0.502 0.502 sc 381.48 308.3 3.36 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT40 1 Tf 0.0036 Tc 0.0019 Tw 5.6351 0 0 5.6351 384.3192 704.322 Tm [(N)12(eedl)26(el)26(e)11(af)28( f)28(o)3(r)17(est)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 160.98 322.04 0.48 -0.48 re f 160.98 322.04 273.42 -0.48 re f 433.92 322.04 0.48 -0.48 re f 160.98 321.56 0.48 -190.14 re f 433.92 321.56 0.48 -190.14 re f 160.98 131.42 0.48 -0.48 re f 160.98 131.42 273.42 -0.48 re f 433.92 131.42 0.48 -0.48 re f 1 0 0 1 1.9608 -396.0816 cm BT /TT40 1 Tf 0 Tc 0 Tw 12 0 0 12 432.4392 527.0219 Tm ( )Tj -30.29 -0.925 Td ( )Tj /TT41 1 Tf 0.0005 Tc -0.0005 Tw 0 -1.15 TD (Figure 5)Tj /TT40 1 Tf 0.0004 Tc -0.0004 Tw 3.585 0 Td [(: R)7(e)-1(lative frequency \(%\) of biom)8(e-type )]TJ 0.0001 Tc -0.0001 Tw 15.99 0 Td (by percentage of soybean in the pixel. )Tj 0 Tc 0 Tw -19.575 -1.15 Td ( )Tj /TT41 1 Tf 0 -1.16 TD ( )Tj 0 g ET /GS31 gs BT /T1_15 9 Tf 1 0 0 1 289.994 28.8 Tm (259)Tj /CS30 cs 0 0 0 sc ET /GS30 gs BT /TT41 1 Tf 12 0 0 12 77.3717 638.0512 Tm (4. Conclusion )Tj /TT40 1 Tf -0.0002 Tc 0.0392 Tw 0 -1.64 TD [(Since the high relative f)8(r)-2(equency of )]TJ /TT42 1 Tf 0.0385 Tw 14.775 0 Td (Standard fill value 255)Tj /TT40 1 Tf 0.0011 Tc 0.0364 Tw 9.31 0 Td [( r)4(etr)4(ievals in)6( )]TJ /TT42 1 Tf 0.0004 Tc 0.0396 Tw 5.355 0 Td (Collection 4)Tj /TT40 1 Tf 0 Tc 0 Tw 4.955 0 Td ( )Tj /TT42 1 Tf -0.0001 Tc 0.29 0 Td (MODIS )Tj -0.001 Tc -34.685 -1.15 Td (LAI)Tj /TT40 1 Tf -0.0004 Tc 0.0854 Tw 1.5 0 Td ( product \(MOD15A2\) occurs for pixels with )Tj 0.0853 Tw (high soybean percentage)Tj 0.0004 Tc 0.0821 Tw 28.6 0 Td (, only in a specific )Tj 0.0002 Tc 0.0789 Tw -30.1 -1.15 Td [(period which coincides with the m)8(a)-6(xim)8(u)-5(m)8( soybean)]TJ 0.0009 Tc 0.0753 Tw 21.08 0 Td ( growth stage, the re)Tj 0.0003 Tc 0.0797 Tw 8.45 0 Td [(sults from)8( our study )]TJ 0.0007 Tc 0.0059 Tw -29.53 -1.15 Td (indicate that those retrievals )Tj -0.0003 Tc 0.0103 Tw 11.54 0 Td [(are closely related to the soybean)3( areas. Besides, their occurrence )]TJ 0.001 Tc 0.339 Tw -11.54 -1.15 Td [(appears)5( not to be)5( dire)5(ctly)6( re)5(lated)6( to an)6( eve)5(n)1(tual m)9(i)-1(sclassif)4(i)-1(ca)5(tion)6( in )]TJ /TT42 1 Tf 0.0002 Tc 0 Tw 30.91 0 Td (landcover)Tj /TT40 1 Tf -0.0018 Tc 0.3418 Tw 4 0 Td ( input. )Tj 0.0001 Tc 0.2549 Tw -34.91 -1.15 Td (Therefore, the Collection 4 MOD15A2 product )Tj 0.0006 Tc 0.2527 Tw 20.72 0 Td (is not suitable to )Tj -0.0001 Tc 7.855 0 Td [(m)8(o)-5(nitor LAI seasonal )]TJ 0.0002 Tc 0.0798 Tw -28.575 -1.15 Td [(changes over soybean areas. Thus, more effort )-2(must be foc)-6(used on validating the product in )]TJ -0.0002 Tw 0 -1.15 TD (further studies. )Tj /TT41 1 Tf 0 -2.16 TD (5. References )Tj /TT40 1 Tf -0.0012 Tc 0.2362 Tw 10.02 0 0 10.02 77.3717 478.0312 Tm [(Kn)-4(yazikh)-4(in, )6(Y.; Marton)-4(ch)-4(i)7(k)-4(, J.V.; Di)7(n)-4(er, )6(D. J.; Myn)-4(e)6(n)-4(i)]TJ -0.0005 Tc 0.2355 Tw [(, R. B.; )6(Verstraete, M. M)8(.)]TJ -0.0018 Tc 0.2368 Tw 35.2395 0 Td [(; Pin)-5(t)1(y, B.; )6(Go)-5(bro)-5(n)1(, N. )]TJ 0.0015 Tc 0.1677 Tw -35.2395 -1.1497 Td [(Est)4(i)-2(m)13(a)2(t)4(i)4(on of)5( )6(veget)4(a)2(t)4(i)4(o)5(n ca)8(n)5(opy)5( l)4(e)2(a)8(f)-1( a)8(r)-1(ea )6(i)4(nde)8(x a)8(n)5(d f)5(r)-1(ac)8(t)4(i)4(on )6(of)5( ab)5(so)5(rb)5(ed )6(ph)5(ot)10(osy)5(n)-1(t)4(h)5(et)4(i)4(cal)4(l)4(y)5( acti)4(v)-1(e ra)8(di)4(at)4(i)4(o)5(n)5( )]TJ 0.0014 Tc 0.0001 Tw 0 -1.1437 TD [(fr)5(om)13( atm)13(o)-2(sphe)8(re-c)8(or)5(rect)4(ed)4( M)4(I)-1(SR)4( )6(dat)4(a)2(, )]TJ /TT41 1 Tf 0.0016 Tc -0.0061 Tw 15.9341 0 Td [(J. G)7(e)2(oph)7(y)-1(s.)6( )-6(Re)8(s)]TJ /TT40 1 Tf 0.0026 Tc -0.0071 Tw [(.,)7( 10)6(3:)5( 32)6(2)6(39)6(-)6(32)6(25)6(6,)7( )-6(1)6(9)6(98a)9(. )]TJ 0.0018 Tc 0.1973 Tw -15.9341 -1.7485 Td [(Kny)5(azi)4(k)5(h)-1(i)4(n)5(, Y)5(.;)4( M)5(a)3(rt)4(onc)9(hi)4(k,)6( J. V.;)4( M)5(y)5(nen)5(i)4(, R)4(. B)4(.;)4( Di)4(ner, D. J.;)4( R)4(u)5(nn)5(i)4(ng, S)7(. )6(W)-6(. Sy)11(ner)6(g)-1(i)4(s)2(t)4(i)4(c)3( al)4(gor)6(i)4(t)4(h)-7(m)13( for )]TJ 0.0014 Tc 0.0899 Tw 0 -1.1497 TD [(est)4(i)-2(m)13(a)2(ti)4(ng ve)8(g)4(e)2(t)4(a)2(t)4(i)4(on cano)4(p)-2(y)10( l)4(eaf area i)4(nde)8(x an)4(d fract)4(i)4(o)4(n of ab)4(so)4(rbe)8(d)-2( p)4(h)4(o)-2(t)4(o)-2(sy)10(nt)4(het)4(i)4(cal)4(l)4(y)4( act)4(i)4(v)-2(e radi)4(at)4(ion f)5(r)5(o)-8(m)7( )]TJ 0.0004 Tc 0.0011 Tw 0 -1.1437 TD [(MODIS a)7(n)3(d M)9(I)-2(SR )6(data, )]TJ /TT41 1 Tf 0.0016 Tc -0.0061 Tw 10.006 0 Td [(J. G)7(e)2(oph)7(y)-1(s.)6( )-6(Re)8(s)]TJ /TT40 1 Tf 0.0025 Tc -0.007 Tw [(.,)7( 10)6(3:)5( 32)6(2)6(57)6(-)6(32)6(27)6(5,)7( )-6(1)6(9)6(98)6(b. )]TJ -0.0005 Tc 0.0619 Tw -10.006 -1.7485 Td [(Kn)-3(yazikh)-3(in, Y.; Glassy, J.; Priv)-3(ette, J. L.; Tian)-3(, Y.; Lo)]TJ -0.0008 Tc 0.0622 Tw 22.4311 0 Td [(tsch, A.; Zh)-4(an)-4(g, Y.; W)-9(a)6(ng)-4(, Y.; )6(Mo)-4(risette, J. T.; Vo)-4(tav)-4(a)6(, )]TJ 0.002 Tc 0.3588 Tw -22.4311 -1.1497 Td [(P.;)4( M)5(y)5(ne)9(ni)4(, )6(R)4(.)1(B)4(.)1(;)4( )6(Nem)13(a)-3(ni)4(, R)4(.)7( R)4(.)1(;)4( R)10(u)5(nni)10(ng)5(, S)7(.)1( )6(W.)7( M)5(O)6(DIS)7( Lea)9(f )6(Area)9( I)6(nde)9(x)5( \(L)8(AI)6(\) a)9(n)5(d )6(Fract)4(i)4(o)5(n )6(of)6( )]TJ 0.0016 Tc 0.0538 Tw 0 -1.1437 TD [(Ph)5(ot)4(osy)11(n)-1(t)4(h)-1(et)4(i)4(cal)4(l)4(y)5( Act)4(i)4(v)-1(e R)4(a)-4(di)4(at)4(i)4(on A)5(b)-1(s)8(o)-1(r)5(b)5(ed by)5( Ve)8(get)4(a)2(t)4(i)4(on \()5(F)1(P)7(A)-1(R)4(\))-1( Pr)5(od)5(uct)4( \(M)5(O)5(D)5(1)5(5\) Al)10(go)5(ri)4(t)4(h)-1(m)13( )-6(The)8(o)-1(ret)4(i)4(cal)4( )]TJ 0 Tc 0.0015 Tw 0 -1.1497 TD [(Basis Docum)11(e)1(nt, )]TJ /TT42 1 Tf 0.0016 Tc 0 Tw 7.0719 0 Td [(e)8(o)-1(s)8(p)-1(so)5(.g)5(sf)4(c.)6(nas)8(a.)6(g)5(o)-1(v/)4(at)10(bd/)10(mo)5(di)4(st)4(a)5(b)-1(l)4(e)2(s.)6(ht)4(ml)]TJ /TT40 1 Tf 0.0008 Tc -0.0053 Tw 17.515 0 Td (, 1999. )Tj -0.0007 Tc 0.0381 Tw -24.5868 -1.7425 Td [(Myn)-4(en)-4(i)2(, R.B.; )6(Hoffm)11(an)-4(, S.; )6(Kn)-4(yazikh)-4(in, Y.; Priv)-4(ette, J.L.)5(; Glassy, J.; Tian)-4(, Y.; )6(W)-9(a)6(n)-4(g)2(, )6(Y.; Song)-4(, )6(X.; Zh)-4(an)-4(g, Y.; )]TJ 0.0015 Tc 0.0659 Tw 0 -1.1497 TD [(Sm)7(i)4(t)4(h)-1(, G.R)4(.;)4( Lot)4(s)1(ch)5(, A.;)4( Fri)4(e)8(dl)4(, M)4(.;)4( M)4(o)-1(ri)4(se)8(t)4(t)4(e)2(, J.T.;)4( Vot)4(a)2(v)5(a)2(, P.;)4( Nem)13(a)2(ni)4(, R)4(.R)4(.;)4( R)4(unni)10(n)5(g)-1(, S.)6(W. )6(Gl)4(o)5(b)-1(al)4( pro)5(d)5(u)-1(ct)4(s)7( )]TJ 0.002 Tc 0.0115 Tw 0 -1.1497 TD [(of)6( ve)9(get)4(a)3(t)4(i)4(o)-1(n)5( l)4(eaf are)9(a)3( a)9(n)-1(d)5( f)6(r)6(act)4(i)4(on a)9(b)-1(s)8(o)-1(r)6(b)-1(e)9(d)-1( P)7(AR)4( )6(fr)6(om)13( y)5(e)-3(ar )6(one)9( o)5(f M)11(O)6(DIS)7( )6(dat)4(a)]TJ /TT42 1 Tf 0 Tc 0 Tw 32.4371 0 Td ( )Tj /TT41 1 Tf 0.0003 Tc 0.0132 Tw 0.2635 0 Td [(Rem)7(o)-3(te)7( Sensin)6(g E)9(nviron)]TJ /TT42 1 Tf 0 Tc 0 Tw 10.5629 0 Td (.)Tj /TT40 1 Tf -0.0038 Tc 0.0173 Tw 0.2515 0 Td [(, 91)-7(,)7( )]TJ -0.0026 Tc -0.0019 Tw -43.515 -1.1437 Td [(1)-6(14-)-5(127)-6(, 20)-6(02)-6(. )-6( )]TJ 0.0014 Tc 0.0121 Tw 0 -1.7485 TD [(M)4(y)4(neni)4(, )-6(R)4(.;)4( K)5(n)-2(y)4(azi)4(khi)10(n, Y.;)4( Gl)4(assy)4(, )-6(J.;)4( Vot)10(a)2(va, P.;)4( )-6(S)7(h)]TJ 0.0012 Tc 0.0123 Tw [(aba)8(n)-2(o)4(v)-2(, N.)6( )-6(Use)8(r)-1(')8(s)1( )-6(Gui)10(d)-2(e )-6(FP)7(AR, LAI \(ES)7(D)-1(T: M)4(O)-1(D)5(1)-2(5)4(A)5(2\))11( )]TJ -0.0019 Tc 0.0034 Tw 0 -1.1497 TD [(8)-5(-)2(d)-5(a)-1(y Co)-5(m)10(p)-5(o)-5(s)-2(i)7(t)1(e N)-4(A)2(SA MOD)-4(I)-4(S Lan)-5(d)1( A)-4(l)7(go)-5(r)-4(ith)-5(m)10(.)-3( p)-5(.)3( 1-)-4(17. 200)-5(3. )]TJ -0.0007 Tc 0.0022 Tw 0 -1.7425 TD (Rizzi, R. )Tj /TT41 1 Tf 0.0003 Tc 0.0012 Tw 3.7725 0 Td [(Geotecnologias em um sistema de estimati)9(va da produ\347)7(\343o de)7( soja)]TJ /TT40 1 Tf 0.0017 Tc -0.0002 Tw 27.7485 0 Td [(:)4( est)4(u)-1(d)5(o)-1( d)5(e)2( caso no R)4(i)4(o )6(Gra)8(n)5(de do)11( )]TJ -0.001 Tc 0.0684 Tw -31.521 -1.1497 Td [(Su)-4(l. 200)-4(4-0)-4(4)2(-30)-4(.)-2( \(INPE--TDI/\). Tese )1(\(Dou)-4(t)7(o)-4(rado)-4( em Sen)-4(s)5(o)-4(r)-3(iam)10(en)-4(t)1(o)-4( Rem)10(o)-4(to)-4(\) - In)-4(stituto)-4( Nacion)-4(al d)-4(e)6( Pesqu)-4(i)1(sas )]TJ -0.0001 Tc -0.0044 Tw 0 -1.1497 TD [(Espaciais, S\343o Jos\351 dos )-6(Cam)11(pos. 2004. )]TJ -0.0013 Tc 0.0926 Tw 0 -1.7425 TD [(Tan)-4(,)-3( )-6(B.; Hu)-4(ang)-4(,)-3( D.; )-6(Hu)-4(, J.; Yang)-4(, W.; )-6(Zh)-4(an)-4(g, )]TJ 0.0014 Tc 0.0959 Tw 19.3413 0 Td [(P.;)4( S)7(h)-2(a)8(b)-2(an)4(ov)4(, N)5(.V)5(.;)4( K)5(n)-2(y)4(azi)4(khi)4(n)4(, Y)5(.;)4( M)4(y)4(neni)4(, R)4(.B)4(.)]TJ /TT41 1 Tf 0 Tc 0 Tw 20.9162 0 Td ( )Tj /TT40 1 Tf -0.0019 Tc 0.0992 Tw 0.3413 0 Td [(An)-5(alysis o)-5(f)8( )]TJ 0.0013 Tc 0.1798 Tw -40.5988 -1.1497 Td [(M)4(O)-1(D)5(I)-1(S Leaf )6(Area I)5(n)4(dex R)10(e)2(t)4(r)-1(i)4(e)2(val)4(s)1( o)4(v)-2(er )6(B)4(r)-1(oa)8(dl)4(eaf C)4(r)5(o)4(p)-2(s as a Fu)4(nct)4(i)4(on )6(of M)4(o)4(del)4( )6(and )6(In)4(p)4(u)-2(t)4( Unc)8(e)2(rt)4(ai)4(nt)4(i)4(e)2(s. )]TJ /TT41 1 Tf 0 Tc -0.0045 Tw 0 -1.1497 TD [(Photogr)7(a)-3(mme)7(tric )-6(Enginee)7(r)1(ing an)5(d Remote )-6(Sensin)5(g)]TJ /TT40 1 Tf -0.0024 Tc 0.0039 Tw 21.9042 0 Td [(. Submit)-6(ted)-5( fo)-5(r)-5( )6(pub)-5(licatio)-5(n)-5(.)-4( )6(2)-5(004)-5(. )]TJ 0.0003 Tc 0.1449 Tw -21.9042 -1.7425 Td [(Wan)3(g)-3(, )6(Y.; Tia)7(n)-3(, )6(Y.; Zha)7(n)3(g, )6(Y.; El-Sale)7(o)-3(u)3(s)6(, N.; )6(Kny)3(azik)3(h)]TJ 0.0018 Tc 0.1434 Tw 24.1198 0 Td [(i)4(n)-1(, )6(Y.;)4( )6(Verm)7(ot)4(e, E.;)4( M)5(y)5(ne)9(ni)4(, R)4(.B)4(. I)6(n)5(vest)10(i)4(g)-1(at)4(i)4(on )6(of)6( )]TJ -0.0001 Tc 0.2531 Tw -24.1198 -1.1497 Td [(product accuracy as a func)7(tion of )]TJ -0.0005 Tc 0.2535 Tw 15.0539 0 Td [(input and m)11(odel uncertainties: Ca)-6(se)]TJ -0.0002 Tc 0.2532 Tw [( study with Sea)7(W)-8(iFS and MODIS)11( )]TJ ET endstream endobj 286 0 obj 16472 endobj 287 0 obj << /Length 288 0 R >> stream 1 0 0 1 -1.9608 396.0816 cm /CS32 cs 0.749 0.749 0.749 sc 1 i /RelativeColorimetric ri /GS32 gs 190.56 301.16 235.08 -140.04 re f q 190.56 175.1 235.08 0.06 re W n /CS32 CS 0 0 0 SC 0.06 w 10 M 1 j 1 J []0 d 190.56 175.16 m 425.64 175.16 l S Q q 190.56 189.08 235.08 0.06 re W n /CS32 CS 0 0 0 SC 0.06 w 10 M 1 j 1 J []0 d 190.56 189.14 m 425.64 189.14 l S Q q 190.56 203.06 235.08 0.06 re W n /CS32 CS 0 0 0 SC 0.06 w 10 M 1 j 1 J []0 d 190.56 203.12 m 425.64 203.12 l S Q q 190.56 217.04 235.08 0.06 re W n /CS32 CS 0 0 0 SC 0.06 w 10 M 1 j 1 J []0 d 190.56 217.1 m 425.64 217.1 l S Q q 190.56 231.02 235.08 0.06 re W n /CS32 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161.12 l 297.48 159.5 m 297.48 161.12 l 318.78 159.5 m 318.78 161.12 l 340.2 159.5 m 340.2 161.12 l 361.5 159.5 m 361.5 161.12 l 382.92 159.5 m 382.92 161.12 l 404.22 159.5 m 404.22 161.12 l 425.64 159.5 m 425.64 161.12 l S 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT43 1 Tf 5.3435 0 0 5.3435 181.9992 555.5219 Tm (0)Tj 0.0053 Tc -0.5053 2.6162 Td (10)Tj 0 2.6275 TD (20)Tj 0 2.6162 TD (30)Tj 0 2.6162 TD (40)Tj T* (50)Tj 0 2.6387 TD (60)Tj 0 2.6162 TD (70)Tj 0 2.6162 TD (80)Tj 0 2.6275 TD (90)Tj -0.5053 2.6162 Td (100)Tj 0.0029 Tw 2.5601 -27.6783 Td [(>)8( )11(0 -)13( )11(10 )-842(10 -)13( )11(20)-1156(20 -)24( 30)-1134(30 -)13( )11(40)-1156(40 -)13( )11(50)-1156(50 )11(-)13( 60)-1134(60 -)13( )11(70)-1156(70 -)24( 80)-1134(80 -)13( )11(90)-909(90 )11(-)13( 100)-1549(100)]TJ -0.003 Tc 0.0091 Tw 7.9669 0 0 7.9669 249.5592 533.5619 Tm [(Perc)12(entag)15(e)4( of)6( soy)8(be)12(a)4(n in th)8(e pixel)]TJ -0.0025 Tc 0.0086 Tw 0 7.9669 -7.9669 0 170.7192 584.8019 Tm [(R)-6(e)-3(lati)-11(ve F)-11(r)-1(equ)-7(e)5(ncy,)-9( in)-7( % .)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 1 1 1 sc 182.58 315.56 244.32 -10.68 re f 0.6 0.6 1 sc 0.387 w 0 j 186.06 308.3 3.42 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT43 1 Tf 0.0011 Tc 0.0044 Tw 5.6351 0 0 5.6351 188.8992 704.322 Tm [(B)19(r)4(oa)8(dl)23(eaf)25( c)8(r)4(op)11(s)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 0.6 0.216 0.4 sc 232.44 308.3 3.42 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT43 1 Tf -0.0209 Tc 0 Tw 5.6351 0 0 5.6351 235.2792 704.322 Tm [(S)-18(a)-24(va)-24(nna)-14(h)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 1 1 0.796 sc 264.84 308.3 3.42 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT43 1 Tf 0.0039 Tc 5.6351 0 0 5.6351 267.7392 704.322 Tm [(G)13(r)7(a)11(sses/)5(ce)11(r)7(eal)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 0.796 1 1 sc 308.28 308.3 3.36 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT43 1 Tf -0.0242 Tc 0.0297 Tw 5.6351 0 0 5.6351 311.1192 704.322 Tm [(B)-7(r)-21(o)-14(a)-27(d)-25(l)-2(e)-17(a)-28(f fo)-25(r)-11(e)-28(s)-29(t)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 0.4 0 0.4 sc 355.14 308.3 3.42 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT43 1 Tf -0.0011 Tc 0 Tw 5.6351 0 0 5.6351 357.9792 704.322 Tm [(Sh)20(r)13(u)20(bs)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 1 0.502 0.502 sc 381.48 308.3 3.36 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT43 1 Tf 0.0036 Tc 0.0019 Tw 5.6351 0 0 5.6351 384.3192 704.322 Tm [(N)12(eedl)26(el)26(e)11(af)28( f)28(o)3(r)17(est)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 160.98 322.04 0.48 -0.48 re f 160.98 322.04 273.42 -0.48 re f 433.92 322.04 0.48 -0.48 re f 160.98 321.56 0.48 -190.14 re f 433.92 321.56 0.48 -190.14 re f 160.98 131.42 0.48 -0.48 re f 160.98 131.42 273.42 -0.48 re f 433.92 131.42 0.48 -0.48 re f 1 0 0 1 1.9608 -396.0816 cm BT /TT43 1 Tf 0 Tc 0 Tw 12 0 0 12 432.4392 527.0219 Tm ( )Tj -30.29 -0.925 Td ( )Tj /TT44 1 Tf 0.0005 Tc -0.0005 Tw 0 -1.15 TD (Figure 5)Tj /TT43 1 Tf 0.0004 Tc -0.0004 Tw 3.585 0 Td [(: R)7(e)-1(lative frequency \(%\) of biom)8(e-type )]TJ 0.0001 Tc -0.0001 Tw 15.99 0 Td (by percentage of soybean in the pixel. )Tj 0 Tc 0 Tw -19.575 -1.15 Td ( )Tj /TT44 1 Tf 0 -1.16 TD ( )Tj 0 g ET /GS33 gs BT /T1_16 9 Tf 1 0 0 1 289.994 28.8 Tm (259)Tj /CS32 cs 0 0 0 sc ET /GS32 gs BT /TT44 1 Tf 12 0 0 12 77.3717 638.0512 Tm (4. Conclusion )Tj /TT43 1 Tf -0.0002 Tc 0.0392 Tw 0 -1.64 TD [(Since the high relative f)8(r)-2(equency of )]TJ /TT45 1 Tf 0.0385 Tw 14.775 0 Td (Standard fill value 255)Tj /TT43 1 Tf 0.0011 Tc 0.0364 Tw 9.31 0 Td [( r)4(etr)4(ievals in)6( )]TJ /TT45 1 Tf 0.0004 Tc 0.0396 Tw 5.355 0 Td (Collection 4)Tj /TT43 1 Tf 0 Tc 0 Tw 4.955 0 Td ( )Tj /TT45 1 Tf -0.0001 Tc 0.29 0 Td (MODIS )Tj -0.001 Tc -34.685 -1.15 Td (LAI)Tj /TT43 1 Tf -0.0004 Tc 0.0854 Tw 1.5 0 Td ( product \(MOD15A2\) occurs for pixels with )Tj 0.0853 Tw (high soybean percentage)Tj 0.0004 Tc 0.0821 Tw 28.6 0 Td (, only in a specific )Tj 0.0002 Tc 0.0789 Tw -30.1 -1.15 Td [(period which coincides with the m)8(a)-6(xim)8(u)-5(m)8( soybean)]TJ 0.0009 Tc 0.0753 Tw 21.08 0 Td ( growth stage, the re)Tj 0.0003 Tc 0.0797 Tw 8.45 0 Td [(sults from)8( our study )]TJ 0.0007 Tc 0.0059 Tw -29.53 -1.15 Td (indicate that those retrievals )Tj -0.0003 Tc 0.0103 Tw 11.54 0 Td [(are closely related to the soybean)3( areas. Besides, their occurrence )]TJ 0.001 Tc 0.339 Tw -11.54 -1.15 Td [(appears)5( not to be)5( dire)5(ctly)6( re)5(lated)6( to an)6( eve)5(n)1(tual m)9(i)-1(sclassif)4(i)-1(ca)5(tion)6( in )]TJ /TT45 1 Tf 0.0002 Tc 0 Tw 30.91 0 Td (landcover)Tj /TT43 1 Tf -0.0018 Tc 0.3418 Tw 4 0 Td ( input. )Tj 0.0001 Tc 0.2549 Tw -34.91 -1.15 Td (Therefore, the Collection 4 MOD15A2 product )Tj 0.0006 Tc 0.2527 Tw 20.72 0 Td (is not suitable to )Tj -0.0001 Tc 7.855 0 Td [(m)8(o)-5(nitor LAI seasonal )]TJ 0.0002 Tc 0.0798 Tw -28.575 -1.15 Td [(changes over soybean areas. Thus, more effort )-2(must be foc)-6(used on validating the product in )]TJ -0.0002 Tw 0 -1.15 TD (further studies. )Tj /TT44 1 Tf 0 -2.16 TD (5. References )Tj /TT43 1 Tf -0.0012 Tc 0.2362 Tw 10.02 0 0 10.02 77.3717 478.0312 Tm [(Kn)-4(yazikh)-4(in, )6(Y.; Marton)-4(ch)-4(i)7(k)-4(, J.V.; Di)7(n)-4(er, )6(D. J.; Myn)-4(e)6(n)-4(i)]TJ -0.0005 Tc 0.2355 Tw [(, R. B.; )6(Verstraete, M. 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Sy)11(ner)6(g)-1(i)4(s)2(t)4(i)4(c)3( al)4(gor)6(i)4(t)4(h)-7(m)13( for )]TJ 0.0014 Tc 0.0899 Tw 0 -1.1497 TD [(est)4(i)-2(m)13(a)2(ti)4(ng ve)8(g)4(e)2(t)4(a)2(t)4(i)4(on cano)4(p)-2(y)10( l)4(eaf area i)4(nde)8(x an)4(d fract)4(i)4(o)4(n of ab)4(so)4(rbe)8(d)-2( p)4(h)4(o)-2(t)4(o)-2(sy)10(nt)4(het)4(i)4(cal)4(l)4(y)4( act)4(i)4(v)-2(e radi)4(at)4(ion f)5(r)5(o)-8(m)7( )]TJ 0.0004 Tc 0.0011 Tw 0 -1.1437 TD [(MODIS a)7(n)3(d M)9(I)-2(SR )6(data, )]TJ /TT44 1 Tf 0.0016 Tc -0.0061 Tw 10.006 0 Td [(J. G)7(e)2(oph)7(y)-1(s.)6( )-6(Re)8(s)]TJ /TT43 1 Tf 0.0025 Tc -0.007 Tw [(.,)7( 10)6(3:)5( 32)6(2)6(57)6(-)6(32)6(27)6(5,)7( )-6(1)6(9)6(98)6(b. )]TJ -0.0005 Tc 0.0619 Tw -10.006 -1.7485 Td [(Kn)-3(yazikh)-3(in, Y.; Glassy, J.; Priv)-3(ette, J. L.; Tian)-3(, Y.; Lo)]TJ -0.0008 Tc 0.0622 Tw 22.4311 0 Td [(tsch, A.; Zh)-4(an)-4(g, Y.; W)-9(a)6(ng)-4(, Y.; )6(Mo)-4(risette, J. 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1.9608 -396.0816 cm 0 0 0 sc BT /TT46 1 Tf 5.3435 0 0 5.3435 181.9992 555.5219 Tm (0)Tj 0.0053 Tc -0.5053 2.6162 Td (10)Tj 0 2.6275 TD (20)Tj 0 2.6162 TD (30)Tj 0 2.6162 TD (40)Tj T* (50)Tj 0 2.6387 TD (60)Tj 0 2.6162 TD (70)Tj 0 2.6162 TD (80)Tj 0 2.6275 TD (90)Tj -0.5053 2.6162 Td (100)Tj 0.0029 Tw 2.5601 -27.6783 Td [(>)8( )11(0 -)13( )11(10 )-842(10 -)13( )11(20)-1156(20 -)24( 30)-1134(30 -)13( )11(40)-1156(40 -)13( )11(50)-1156(50 )11(-)13( 60)-1134(60 -)13( )11(70)-1156(70 -)24( 80)-1134(80 -)13( )11(90)-909(90 )11(-)13( 100)-1549(100)]TJ -0.003 Tc 0.0091 Tw 7.9669 0 0 7.9669 249.5592 533.5619 Tm [(Perc)12(entag)15(e)4( of)6( soy)8(be)12(a)4(n in th)8(e pixel)]TJ -0.0025 Tc 0.0086 Tw 0 7.9669 -7.9669 0 170.7192 584.8019 Tm [(R)-6(e)-3(lati)-11(ve F)-11(r)-1(equ)-7(e)5(ncy,)-9( in)-7( % .)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 1 1 1 sc 182.58 315.56 244.32 -10.68 re f 0.6 0.6 1 sc 0.387 w 0 j 186.06 308.3 3.42 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT46 1 Tf 0.0011 Tc 0.0044 Tw 5.6351 0 0 5.6351 188.8992 704.322 Tm [(B)19(r)4(oa)8(dl)23(eaf)25( c)8(r)4(op)11(s)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 0.6 0.216 0.4 sc 232.44 308.3 3.42 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT46 1 Tf -0.0209 Tc 0 Tw 5.6351 0 0 5.6351 235.2792 704.322 Tm [(S)-18(a)-24(va)-24(nna)-14(h)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 1 1 0.796 sc 264.84 308.3 3.42 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT46 1 Tf 0.0039 Tc 5.6351 0 0 5.6351 267.7392 704.322 Tm [(G)13(r)7(a)11(sses/)5(ce)11(r)7(eal)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 0.796 1 1 sc 308.28 308.3 3.36 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT46 1 Tf -0.0242 Tc 0.0297 Tw 5.6351 0 0 5.6351 311.1192 704.322 Tm [(B)-7(r)-21(o)-14(a)-27(d)-25(l)-2(e)-17(a)-28(f fo)-25(r)-11(e)-28(s)-29(t)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 0.4 0 0.4 sc 355.14 308.3 3.42 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT46 1 Tf -0.0011 Tc 0 Tw 5.6351 0 0 5.6351 357.9792 704.322 Tm [(Sh)20(r)13(u)20(bs)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 1 0.502 0.502 sc 381.48 308.3 3.36 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT46 1 Tf 0.0036 Tc 0.0019 Tw 5.6351 0 0 5.6351 384.3192 704.322 Tm [(N)12(eedl)26(el)26(e)11(af)28( f)28(o)3(r)17(est)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 160.98 322.04 0.48 -0.48 re f 160.98 322.04 273.42 -0.48 re f 433.92 322.04 0.48 -0.48 re f 160.98 321.56 0.48 -190.14 re f 433.92 321.56 0.48 -190.14 re f 160.98 131.42 0.48 -0.48 re f 160.98 131.42 273.42 -0.48 re f 433.92 131.42 0.48 -0.48 re f 1 0 0 1 1.9608 -396.0816 cm BT /TT46 1 Tf 0 Tc 0 Tw 12 0 0 12 432.4392 527.0219 Tm ( )Tj -30.29 -0.925 Td ( )Tj /TT47 1 Tf 0.0005 Tc -0.0005 Tw 0 -1.15 TD (Figure 5)Tj /TT46 1 Tf 0.0004 Tc -0.0004 Tw 3.585 0 Td [(: R)7(e)-1(lative frequency \(%\) of biom)8(e-type )]TJ 0.0001 Tc -0.0001 Tw 15.99 0 Td (by percentage of soybean in the pixel. )Tj 0 Tc 0 Tw -19.575 -1.15 Td ( )Tj /TT47 1 Tf 0 -1.16 TD ( )Tj 0 g ET /GS35 gs BT /T1_17 9 Tf 1 0 0 1 289.994 28.8 Tm (259)Tj /CS34 cs 0 0 0 sc ET /GS34 gs BT /TT47 1 Tf 12 0 0 12 77.3717 638.0512 Tm (4. Conclusion )Tj /TT46 1 Tf -0.0002 Tc 0.0392 Tw 0 -1.64 TD [(Since the high relative f)8(r)-2(equency of )]TJ /TT48 1 Tf 0.0385 Tw 14.775 0 Td (Standard fill value 255)Tj /TT46 1 Tf 0.0011 Tc 0.0364 Tw 9.31 0 Td [( r)4(etr)4(ievals in)6( )]TJ /TT48 1 Tf 0.0004 Tc 0.0396 Tw 5.355 0 Td (Collection 4)Tj /TT46 1 Tf 0 Tc 0 Tw 4.955 0 Td ( )Tj /TT48 1 Tf -0.0001 Tc 0.29 0 Td (MODIS )Tj -0.001 Tc -34.685 -1.15 Td (LAI)Tj /TT46 1 Tf -0.0004 Tc 0.0854 Tw 1.5 0 Td ( product \(MOD15A2\) occurs for pixels with )Tj 0.0853 Tw (high soybean percentage)Tj 0.0004 Tc 0.0821 Tw 28.6 0 Td (, only in a specific )Tj 0.0002 Tc 0.0789 Tw -30.1 -1.15 Td [(period which coincides with the m)8(a)-6(xim)8(u)-5(m)8( soybean)]TJ 0.0009 Tc 0.0753 Tw 21.08 0 Td ( growth stage, the re)Tj 0.0003 Tc 0.0797 Tw 8.45 0 Td [(sults from)8( our study )]TJ 0.0007 Tc 0.0059 Tw -29.53 -1.15 Td (indicate that those retrievals )Tj -0.0003 Tc 0.0103 Tw 11.54 0 Td [(are closely related to the soybean)3( areas. Besides, their occurrence )]TJ 0.001 Tc 0.339 Tw -11.54 -1.15 Td [(appears)5( not to be)5( dire)5(ctly)6( re)5(lated)6( to an)6( eve)5(n)1(tual m)9(i)-1(sclassif)4(i)-1(ca)5(tion)6( in )]TJ /TT48 1 Tf 0.0002 Tc 0 Tw 30.91 0 Td (landcover)Tj /TT46 1 Tf -0.0018 Tc 0.3418 Tw 4 0 Td ( input. )Tj 0.0001 Tc 0.2549 Tw -34.91 -1.15 Td (Therefore, the Collection 4 MOD15A2 product )Tj 0.0006 Tc 0.2527 Tw 20.72 0 Td (is not suitable to )Tj -0.0001 Tc 7.855 0 Td [(m)8(o)-5(nitor LAI seasonal )]TJ 0.0002 Tc 0.0798 Tw -28.575 -1.15 Td [(changes over soybean areas. Thus, more effort )-2(must be foc)-6(used on validating the product in )]TJ -0.0002 Tw 0 -1.15 TD (further studies. )Tj /TT47 1 Tf 0 -2.16 TD (5. References )Tj /TT46 1 Tf -0.0012 Tc 0.2362 Tw 10.02 0 0 10.02 77.3717 478.0312 Tm [(Kn)-4(yazikh)-4(in, )6(Y.; Marton)-4(ch)-4(i)7(k)-4(, J.V.; Di)7(n)-4(er, )6(D. J.; Myn)-4(e)6(n)-4(i)]TJ -0.0005 Tc 0.2355 Tw [(, R. B.; )6(Verstraete, M. M)8(.)]TJ -0.0018 Tc 0.2368 Tw 35.2395 0 Td [(; Pin)-5(t)1(y, B.; )6(Go)-5(bro)-5(n)1(, N. )]TJ 0.0015 Tc 0.1677 Tw -35.2395 -1.1497 Td [(Est)4(i)-2(m)13(a)2(t)4(i)4(on of)5( )6(veget)4(a)2(t)4(i)4(o)5(n ca)8(n)5(opy)5( l)4(e)2(a)8(f)-1( a)8(r)-1(ea )6(i)4(nde)8(x a)8(n)5(d f)5(r)-1(ac)8(t)4(i)4(on )6(of)5( ab)5(so)5(rb)5(ed )6(ph)5(ot)10(osy)5(n)-1(t)4(h)5(et)4(i)4(cal)4(l)4(y)5( acti)4(v)-1(e ra)8(di)4(at)4(i)4(o)5(n)5( )]TJ 0.0014 Tc 0.0001 Tw 0 -1.1437 TD [(fr)5(om)13( atm)13(o)-2(sphe)8(re-c)8(or)5(rect)4(ed)4( M)4(I)-1(SR)4( )6(dat)4(a)2(, )]TJ /TT47 1 Tf 0.0016 Tc -0.0061 Tw 15.9341 0 Td [(J. G)7(e)2(oph)7(y)-1(s.)6( )-6(Re)8(s)]TJ /TT46 1 Tf 0.0026 Tc -0.0071 Tw [(.,)7( 10)6(3:)5( 32)6(2)6(39)6(-)6(32)6(25)6(6,)7( )-6(1)6(9)6(98a)9(. )]TJ 0.0018 Tc 0.1973 Tw -15.9341 -1.7485 Td [(Kny)5(azi)4(k)5(h)-1(i)4(n)5(, Y)5(.;)4( M)5(a)3(rt)4(onc)9(hi)4(k,)6( J. V.;)4( M)5(y)5(nen)5(i)4(, R)4(. B)4(.;)4( Di)4(ner, D. J.;)4( R)4(u)5(nn)5(i)4(ng, S)7(. )6(W)-6(. Sy)11(ner)6(g)-1(i)4(s)2(t)4(i)4(c)3( al)4(gor)6(i)4(t)4(h)-7(m)13( for )]TJ 0.0014 Tc 0.0899 Tw 0 -1.1497 TD [(est)4(i)-2(m)13(a)2(ti)4(ng ve)8(g)4(e)2(t)4(a)2(t)4(i)4(on cano)4(p)-2(y)10( l)4(eaf area i)4(nde)8(x an)4(d fract)4(i)4(o)4(n of ab)4(so)4(rbe)8(d)-2( p)4(h)4(o)-2(t)4(o)-2(sy)10(nt)4(het)4(i)4(cal)4(l)4(y)4( act)4(i)4(v)-2(e radi)4(at)4(ion f)5(r)5(o)-8(m)7( )]TJ 0.0004 Tc 0.0011 Tw 0 -1.1437 TD [(MODIS a)7(n)3(d M)9(I)-2(SR )6(data, )]TJ /TT47 1 Tf 0.0016 Tc -0.0061 Tw 10.006 0 Td [(J. G)7(e)2(oph)7(y)-1(s.)6( )-6(Re)8(s)]TJ /TT46 1 Tf 0.0025 Tc -0.007 Tw [(.,)7( 10)6(3:)5( 32)6(2)6(57)6(-)6(32)6(27)6(5,)7( )-6(1)6(9)6(98)6(b. )]TJ -0.0005 Tc 0.0619 Tw -10.006 -1.7485 Td [(Kn)-3(yazikh)-3(in, Y.; Glassy, J.; Priv)-3(ette, J. L.; Tian)-3(, Y.; Lo)]TJ -0.0008 Tc 0.0622 Tw 22.4311 0 Td [(tsch, A.; Zh)-4(an)-4(g, Y.; W)-9(a)6(ng)-4(, Y.; )6(Mo)-4(risette, J. T.; Vo)-4(tav)-4(a)6(, )]TJ 0.002 Tc 0.3588 Tw -22.4311 -1.1497 Td [(P.;)4( M)5(y)5(ne)9(ni)4(, )6(R)4(.)1(B)4(.)1(;)4( )6(Nem)13(a)-3(ni)4(, R)4(.)7( R)4(.)1(;)4( R)10(u)5(nni)10(ng)5(, S)7(.)1( )6(W.)7( M)5(O)6(DIS)7( Lea)9(f )6(Area)9( I)6(nde)9(x)5( \(L)8(AI)6(\) a)9(n)5(d )6(Fract)4(i)4(o)5(n )6(of)6( )]TJ 0.0016 Tc 0.0538 Tw 0 -1.1437 TD [(Ph)5(ot)4(osy)11(n)-1(t)4(h)-1(et)4(i)4(cal)4(l)4(y)5( Act)4(i)4(v)-1(e R)4(a)-4(di)4(at)4(i)4(on A)5(b)-1(s)8(o)-1(r)5(b)5(ed by)5( Ve)8(get)4(a)2(t)4(i)4(on \()5(F)1(P)7(A)-1(R)4(\))-1( Pr)5(od)5(uct)4( \(M)5(O)5(D)5(1)5(5\) Al)10(go)5(ri)4(t)4(h)-1(m)13( )-6(The)8(o)-1(ret)4(i)4(cal)4( )]TJ 0 Tc 0.0015 Tw 0 -1.1497 TD [(Basis Docum)11(e)1(nt, )]TJ /TT48 1 Tf 0.0016 Tc 0 Tw 7.0719 0 Td [(e)8(o)-1(s)8(p)-1(so)5(.g)5(sf)4(c.)6(nas)8(a.)6(g)5(o)-1(v/)4(at)10(bd/)10(mo)5(di)4(st)4(a)5(b)-1(l)4(e)2(s.)6(ht)4(ml)]TJ /TT46 1 Tf 0.0008 Tc -0.0053 Tw 17.515 0 Td (, 1999. )Tj -0.0007 Tc 0.0381 Tw -24.5868 -1.7425 Td [(Myn)-4(en)-4(i)2(, R.B.; )6(Hoffm)11(an)-4(, S.; )6(Kn)-4(yazikh)-4(in, Y.; Priv)-4(ette, J.L.)5(; Glassy, J.; Tian)-4(, Y.; )6(W)-9(a)6(n)-4(g)2(, )6(Y.; Song)-4(, )6(X.; Zh)-4(an)-4(g, Y.; )]TJ 0.0015 Tc 0.0659 Tw 0 -1.1497 TD [(Sm)7(i)4(t)4(h)-1(, G.R)4(.;)4( Lot)4(s)1(ch)5(, A.;)4( Fri)4(e)8(dl)4(, M)4(.;)4( M)4(o)-1(ri)4(se)8(t)4(t)4(e)2(, J.T.;)4( Vot)4(a)2(v)5(a)2(, P.;)4( Nem)13(a)2(ni)4(, R)4(.R)4(.;)4( R)4(unni)10(n)5(g)-1(, S.)6(W. )6(Gl)4(o)5(b)-1(al)4( pro)5(d)5(u)-1(ct)4(s)7( )]TJ 0.002 Tc 0.0115 Tw 0 -1.1497 TD [(of)6( ve)9(get)4(a)3(t)4(i)4(o)-1(n)5( l)4(eaf are)9(a)3( a)9(n)-1(d)5( f)6(r)6(act)4(i)4(on a)9(b)-1(s)8(o)-1(r)6(b)-1(e)9(d)-1( P)7(AR)4( )6(fr)6(om)13( y)5(e)-3(ar )6(one)9( o)5(f M)11(O)6(DIS)7( )6(dat)4(a)]TJ /TT48 1 Tf 0 Tc 0 Tw 32.4371 0 Td ( )Tj /TT47 1 Tf 0.0003 Tc 0.0132 Tw 0.2635 0 Td [(Rem)7(o)-3(te)7( Sensin)6(g E)9(nviron)]TJ /TT48 1 Tf 0 Tc 0 Tw 10.5629 0 Td (.)Tj /TT46 1 Tf -0.0038 Tc 0.0173 Tw 0.2515 0 Td [(, 91)-7(,)7( )]TJ -0.0026 Tc -0.0019 Tw -43.515 -1.1437 Td [(1)-6(14-)-5(127)-6(, 20)-6(02)-6(. )-6( )]TJ 0.0014 Tc 0.0121 Tw 0 -1.7485 TD [(M)4(y)4(neni)4(, )-6(R)4(.;)4( K)5(n)-2(y)4(azi)4(khi)10(n, Y.;)4( Gl)4(assy)4(, )-6(J.;)4( Vot)10(a)2(va, P.;)4( )-6(S)7(h)]TJ 0.0012 Tc 0.0123 Tw [(aba)8(n)-2(o)4(v)-2(, N.)6( )-6(Use)8(r)-1(')8(s)1( )-6(Gui)10(d)-2(e )-6(FP)7(AR, LAI \(ES)7(D)-1(T: M)4(O)-1(D)5(1)-2(5)4(A)5(2\))11( )]TJ -0.0019 Tc 0.0034 Tw 0 -1.1497 TD [(8)-5(-)2(d)-5(a)-1(y Co)-5(m)10(p)-5(o)-5(s)-2(i)7(t)1(e N)-4(A)2(SA MOD)-4(I)-4(S Lan)-5(d)1( A)-4(l)7(go)-5(r)-4(ith)-5(m)10(.)-3( p)-5(.)3( 1-)-4(17. 200)-5(3. )]TJ -0.0007 Tc 0.0022 Tw 0 -1.7425 TD (Rizzi, R. )Tj /TT47 1 Tf 0.0003 Tc 0.0012 Tw 3.7725 0 Td [(Geotecnologias em um sistema de estimati)9(va da produ\347)7(\343o de)7( soja)]TJ /TT46 1 Tf 0.0017 Tc -0.0002 Tw 27.7485 0 Td [(:)4( est)4(u)-1(d)5(o)-1( d)5(e)2( caso no R)4(i)4(o )6(Gra)8(n)5(de do)11( )]TJ -0.001 Tc 0.0684 Tw -31.521 -1.1497 Td [(Su)-4(l. 200)-4(4-0)-4(4)2(-30)-4(.)-2( \(INPE--TDI/\). Tese )1(\(Dou)-4(t)7(o)-4(rado)-4( em Sen)-4(s)5(o)-4(r)-3(iam)10(en)-4(t)1(o)-4( Rem)10(o)-4(to)-4(\) - In)-4(stituto)-4( Nacion)-4(al d)-4(e)6( Pesqu)-4(i)1(sas )]TJ -0.0001 Tc -0.0044 Tw 0 -1.1497 TD [(Espaciais, S\343o Jos\351 dos )-6(Cam)11(pos. 2004. )]TJ -0.0013 Tc 0.0926 Tw 0 -1.7425 TD [(Tan)-4(,)-3( )-6(B.; Hu)-4(ang)-4(,)-3( D.; )-6(Hu)-4(, J.; Yang)-4(, W.; )-6(Zh)-4(an)-4(g, )]TJ 0.0014 Tc 0.0959 Tw 19.3413 0 Td [(P.;)4( S)7(h)-2(a)8(b)-2(an)4(ov)4(, N)5(.V)5(.;)4( K)5(n)-2(y)4(azi)4(khi)4(n)4(, Y)5(.;)4( M)4(y)4(neni)4(, R)4(.B)4(.)]TJ /TT47 1 Tf 0 Tc 0 Tw 20.9162 0 Td ( )Tj /TT46 1 Tf -0.0019 Tc 0.0992 Tw 0.3413 0 Td [(An)-5(alysis o)-5(f)8( )]TJ 0.0013 Tc 0.1798 Tw -40.5988 -1.1497 Td [(M)4(O)-1(D)5(I)-1(S Leaf )6(Area I)5(n)4(dex R)10(e)2(t)4(r)-1(i)4(e)2(val)4(s)1( o)4(v)-2(er )6(B)4(r)-1(oa)8(dl)4(eaf C)4(r)5(o)4(p)-2(s as a Fu)4(nct)4(i)4(on )6(of M)4(o)4(del)4( )6(and )6(In)4(p)4(u)-2(t)4( Unc)8(e)2(rt)4(ai)4(nt)4(i)4(e)2(s. )]TJ /TT47 1 Tf 0 Tc -0.0045 Tw 0 -1.1497 TD [(Photogr)7(a)-3(mme)7(tric )-6(Enginee)7(r)1(ing an)5(d Remote )-6(Sensin)5(g)]TJ /TT46 1 Tf -0.0024 Tc 0.0039 Tw 21.9042 0 Td [(. Submit)-6(ted)-5( fo)-5(r)-5( )6(pub)-5(licatio)-5(n)-5(.)-4( )6(2)-5(004)-5(. )]TJ ET endstream endobj 290 0 obj 15918 endobj 291 0 obj << /Length 292 0 R >> stream 1 0 0 1 -1.9608 396.0816 cm /CS36 cs 0.749 0.749 0.749 sc 1 i /RelativeColorimetric ri /GS36 gs 190.56 301.16 235.08 -140.04 re f q 190.56 175.1 235.08 0.06 re W n /CS36 CS 0 0 0 SC 0.06 w 10 M 1 j 1 J []0 d 190.56 175.16 m 425.64 175.16 l S Q q 190.56 189.08 235.08 0.06 re W n /CS36 CS 0 0 0 SC 0.06 w 10 M 1 j 1 J []0 d 190.56 189.14 m 425.64 189.14 l S Q q 190.56 203.06 235.08 0.06 re W n /CS36 CS 0 0 0 SC 0.06 w 10 M 1 j 1 J []0 d 190.56 203.12 m 425.64 203.12 l S Q q 190.56 217.04 235.08 0.06 re W n /CS36 CS 0 0 0 SC 0.06 w 10 M 1 j 1 J []0 d 190.56 217.1 m 425.64 217.1 l S Q q 190.56 231.02 235.08 0.06 re W n /CS36 CS 0 0 0 SC 0.06 w 10 M 1 j 1 J []0 d 190.56 231.08 m 425.64 231.08 l S Q q 190.56 245.12 235.08 0.06 re W n /CS36 CS 0 0 0 SC 0.06 w 10 M 1 j 1 J []0 d 190.56 245.18 m 425.64 245.18 l S Q q 190.56 259.1 235.08 0.06 re W n /CS36 CS 0 0 0 SC 0.06 w 10 M 1 j 1 J []0 d 190.56 259.16 m 425.64 259.16 l S Q q 190.56 273.14 235.08 0.06 re W n /CS36 CS 0 0 0 SC 0.06 w 10 M 1 j 1 J []0 d 190.56 273.2 m 425.64 273.2 l S Q q 190.56 287.12 235.08 0.06 re W n /CS36 CS 0 0 0 SC 0.06 w 10 M 1 j 1 J []0 d 190.56 287.18 m 425.64 287.18 l S Q q 190.56 301.1 235.08 0.06 re W n /CS36 CS 0 0 0 SC 0.06 w 10 M 1 j 1 J []0 d 190.56 301.16 m 425.64 301.16 l S Q /CS36 CS 0.502 0.502 0.502 SC 0.387 w 10 M 1 j 1 J []0 d 190.56 301.16 235.08 -140.04 re S q 196.68 161.18 9.24 32.4 re W n 0.6 0.6 1 sc 0 0 0 SC 196.98 193.28 8.58 -32.16 re B* Q q 218.04 161.18 9.18 46.32 re W n 0.6 0.6 1 sc 0 0 0 SC 218.34 207.2 8.52 -46.08 re B* Q q 239.4 161.18 9.24 58.98 re W n 0.6 0.6 1 sc 0 0 0 SC 239.7 219.86 8.58 -58.74 re B* Q q 260.82 161.18 9.12 70.2 re W n 0.6 0.6 1 sc 0 0 0 SC 261.12 231.08 8.46 -69.96 re B* Q q 282.12 161.18 9.24 81.42 re W n 0.6 0.6 1 sc 0 0 0 SC 282.42 242.3 8.58 -81.18 re B* Q q 303.54 161.18 9.12 88.2 re W n 0.6 0.6 1 sc 0 0 0 SC 303.84 249.08 8.46 -87.96 re B* Q q 324.84 161.18 9.24 94.92 re W n 0.6 0.6 1 sc 0 0 0 SC 325.14 255.8 8.58 -94.68 re B* Q q 346.26 161.18 9.12 101.04 re W n 0.6 0.6 1 sc 0 0 0 SC 346.56 261.92 8.46 -100.8 re B* Q q 367.56 161.18 9.24 105.42 re W n 0.6 0.6 1 sc 0 0 0 SC 367.86 266.3 8.58 -105.18 re B* Q q 388.98 161.18 9.12 105.12 re W n 0.6 0.6 1 sc 0 0 0 SC 389.28 266 8.46 -104.88 re B* Q q 410.28 161.18 9.24 104.16 re W n 0.6 0.6 1 sc 0 0 0 SC 410.58 265.04 8.58 -103.92 re B* Q 0.6 0.216 0.4 sc 0 0 0 SC 196.98 266.3 8.58 -73.02 re B* 218.34 274.04 8.52 -66.84 re B* 239.7 278.3 8.58 -58.44 re B* 261.12 282.38 8.46 -51.3 re B* 282.42 284.24 8.58 -41.94 re B* 303.84 285.02 8.46 -35.94 re B* 325.14 285.8 8.58 -30 re B* 346.56 285.8 8.46 -23.88 re B* 367.86 285.44 8.58 -19.14 re B* 389.28 281.72 8.46 -15.72 re B* 410.58 274.46 8.58 -9.42 re B* 1 1 0.796 sc 196.98 277.76 8.58 -11.46 re B* 218.34 284.24 8.52 -10.2 re B* 239.7 287.36 8.58 -9.06 re B* 261.12 289.88 8.46 -7.5 re B* 282.42 291.32 8.58 -7.08 re B* 303.84 292.34 8.46 -7.32 re B* 325.14 293.48 8.58 -7.68 re B* 346.56 294.26 8.46 -8.46 re B* 367.86 295.88 8.58 -10.44 re B* 389.28 296.96 8.46 -15.24 re B* 410.58 299.6 8.58 -25.14 re B* 0.796 1 1 sc 196.98 295.82 8.58 -18.06 re B* 218.34 296.9 8.52 -12.66 re B* 239.7 297.92 8.58 -10.56 re B* 261.12 298.34 8.46 -8.46 re B* 282.42 299.12 8.58 -7.8 re B* 303.84 299.48 8.46 -7.14 re B* 325.14 299.78 8.58 -6.3 re B* 346.56 299.9 8.46 -5.64 re B* 367.86 300.38 8.58 -4.5 re B* 389.28 300.38 8.46 -3.42 re B* 410.58 301.16 8.58 -1.56 re B* 0.4 0 0.4 sc 196.98 300.5 8.58 -4.68 re B* 218.34 300.68 8.52 -3.78 re B* 239.7 300.74 8.58 -2.82 re B* 261.12 300.86 8.46 -2.52 re B* 282.42 300.86 8.58 -1.74 re B* 303.84 300.86 8.46 -1.38 re B* 325.14 300.98 8.58 -1.2 re B* 346.56 300.86 8.46 -0.96 re B* 367.86 300.86 8.58 -0.48 re B* 389.28 300.98 8.46 -0.6 re B* 1 0.502 0.502 sc 196.98 301.16 8.58 -0.66 re B* 218.34 301.16 8.52 -0.48 re B* 239.7 301.16 8.58 -0.42 re B* 261.12 301.16 8.46 -0.3 re B* 282.42 301.16 8.58 -0.3 re B* 303.84 301.16 8.46 -0.3 re B* 325.14 301.16 8.58 -0.18 re B* 346.56 301.16 8.46 -0.3 re B* 367.86 301.16 8.58 -0.3 re B* 389.28 301.16 8.46 -0.18 re B* 0.06 w 190.56 301.16 m 190.56 161.12 l 188.94 161.12 m 190.56 161.12 l 188.94 175.16 m 190.56 175.16 l 188.94 189.14 m 190.56 189.14 l 188.94 203.12 m 190.56 203.12 l 188.94 217.1 m 190.56 217.1 l 188.94 231.08 m 190.56 231.08 l 188.94 245.18 m 190.56 245.18 l 188.94 259.16 m 190.56 259.16 l 188.94 273.2 m 190.56 273.2 l 188.94 287.18 m 190.56 287.18 l 188.94 301.16 m 190.56 301.16 l 190.56 161.12 m 425.64 161.12 l 190.56 159.5 m 190.56 161.12 l 211.98 159.5 m 211.98 161.12 l 233.34 159.5 m 233.34 161.12 l 254.7 159.5 m 254.7 161.12 l 276.06 159.5 m 276.06 161.12 l 297.48 159.5 m 297.48 161.12 l 318.78 159.5 m 318.78 161.12 l 340.2 159.5 m 340.2 161.12 l 361.5 159.5 m 361.5 161.12 l 382.92 159.5 m 382.92 161.12 l 404.22 159.5 m 404.22 161.12 l 425.64 159.5 m 425.64 161.12 l S 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT49 1 Tf 5.3435 0 0 5.3435 181.9992 555.5219 Tm (0)Tj 0.0053 Tc -0.5053 2.6162 Td (10)Tj 0 2.6275 TD (20)Tj 0 2.6162 TD (30)Tj 0 2.6162 TD (40)Tj T* (50)Tj 0 2.6387 TD (60)Tj 0 2.6162 TD (70)Tj 0 2.6162 TD (80)Tj 0 2.6275 TD (90)Tj -0.5053 2.6162 Td (100)Tj 0.0029 Tw 2.5601 -27.6783 Td [(>)8( )11(0 -)13( )11(10 )-842(10 -)13( )11(20)-1156(20 -)24( 30)-1134(30 -)13( )11(40)-1156(40 -)13( )11(50)-1156(50 )11(-)13( 60)-1134(60 -)13( )11(70)-1156(70 -)24( 80)-1134(80 -)13( )11(90)-909(90 )11(-)13( 100)-1549(100)]TJ -0.003 Tc 0.0091 Tw 7.9669 0 0 7.9669 249.5592 533.5619 Tm [(Perc)12(entag)15(e)4( of)6( soy)8(be)12(a)4(n in th)8(e pixel)]TJ -0.0025 Tc 0.0086 Tw 0 7.9669 -7.9669 0 170.7192 584.8019 Tm [(R)-6(e)-3(lati)-11(ve F)-11(r)-1(equ)-7(e)5(ncy,)-9( in)-7( % .)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 1 1 1 sc 182.58 315.56 244.32 -10.68 re f 0.6 0.6 1 sc 0.387 w 0 j 186.06 308.3 3.42 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT49 1 Tf 0.0011 Tc 0.0044 Tw 5.6351 0 0 5.6351 188.8992 704.322 Tm [(B)19(r)4(oa)8(dl)23(eaf)25( c)8(r)4(op)11(s)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 0.6 0.216 0.4 sc 232.44 308.3 3.42 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT49 1 Tf -0.0209 Tc 0 Tw 5.6351 0 0 5.6351 235.2792 704.322 Tm [(S)-18(a)-24(va)-24(nna)-14(h)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 1 1 0.796 sc 264.84 308.3 3.42 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT49 1 Tf 0.0039 Tc 5.6351 0 0 5.6351 267.7392 704.322 Tm [(G)13(r)7(a)11(sses/)5(ce)11(r)7(eal)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 0.796 1 1 sc 308.28 308.3 3.36 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT49 1 Tf -0.0242 Tc 0.0297 Tw 5.6351 0 0 5.6351 311.1192 704.322 Tm [(B)-7(r)-21(o)-14(a)-27(d)-25(l)-2(e)-17(a)-28(f fo)-25(r)-11(e)-28(s)-29(t)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 0.4 0 0.4 sc 355.14 308.3 3.42 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT49 1 Tf -0.0011 Tc 0 Tw 5.6351 0 0 5.6351 357.9792 704.322 Tm [(Sh)20(r)13(u)20(bs)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 1 0.502 0.502 sc 381.48 308.3 3.36 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT49 1 Tf 0.0036 Tc 0.0019 Tw 5.6351 0 0 5.6351 384.3192 704.322 Tm [(N)12(eedl)26(el)26(e)11(af)28( f)28(o)3(r)17(est)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 160.98 322.04 0.48 -0.48 re f 160.98 322.04 273.42 -0.48 re f 433.92 322.04 0.48 -0.48 re f 160.98 321.56 0.48 -190.14 re f 433.92 321.56 0.48 -190.14 re f 160.98 131.42 0.48 -0.48 re f 160.98 131.42 273.42 -0.48 re f 433.92 131.42 0.48 -0.48 re f 1 0 0 1 1.9608 -396.0816 cm BT /TT49 1 Tf 0 Tc 0 Tw 12 0 0 12 432.4392 527.0219 Tm ( )Tj -30.29 -0.925 Td ( )Tj /TT50 1 Tf 0.0005 Tc -0.0005 Tw 0 -1.15 TD (Figure 5)Tj /TT49 1 Tf 0.0004 Tc -0.0004 Tw 3.585 0 Td [(: R)7(e)-1(lative frequency \(%\) of biom)8(e-type )]TJ 0.0001 Tc -0.0001 Tw 15.99 0 Td (by percentage of soybean in the pixel. )Tj 0 Tc 0 Tw -19.575 -1.15 Td ( )Tj /TT50 1 Tf 0 -1.16 TD ( )Tj 0 g ET /GS37 gs BT /T1_18 9 Tf 1 0 0 1 289.994 28.8 Tm (259)Tj /CS36 cs 0 0 0 sc ET /GS36 gs BT /TT50 1 Tf 12 0 0 12 77.3717 638.0512 Tm (4. Conclusion )Tj /TT49 1 Tf -0.0002 Tc 0.0392 Tw 0 -1.64 TD [(Since the high relative f)8(r)-2(equency of )]TJ /TT51 1 Tf 0.0385 Tw 14.775 0 Td (Standard fill value 255)Tj /TT49 1 Tf 0.0011 Tc 0.0364 Tw 9.31 0 Td [( r)4(etr)4(ievals in)6( )]TJ /TT51 1 Tf 0.0004 Tc 0.0396 Tw 5.355 0 Td (Collection 4)Tj /TT49 1 Tf 0 Tc 0 Tw 4.955 0 Td ( )Tj /TT51 1 Tf -0.0001 Tc 0.29 0 Td (MODIS )Tj -0.001 Tc -34.685 -1.15 Td (LAI)Tj /TT49 1 Tf -0.0004 Tc 0.0854 Tw 1.5 0 Td ( product \(MOD15A2\) occurs for pixels with )Tj 0.0853 Tw (high soybean percentage)Tj 0.0004 Tc 0.0821 Tw 28.6 0 Td (, only in a specific )Tj 0.0002 Tc 0.0789 Tw -30.1 -1.15 Td [(period which coincides with the m)8(a)-6(xim)8(u)-5(m)8( soybean)]TJ 0.0009 Tc 0.0753 Tw 21.08 0 Td ( growth stage, the re)Tj 0.0003 Tc 0.0797 Tw 8.45 0 Td [(sults from)8( our study )]TJ 0.0007 Tc 0.0059 Tw -29.53 -1.15 Td (indicate that those retrievals )Tj -0.0003 Tc 0.0103 Tw 11.54 0 Td [(are closely related to the soybean)3( areas. Besides, their occurrence )]TJ 0.001 Tc 0.339 Tw -11.54 -1.15 Td [(appears)5( not to be)5( dire)5(ctly)6( re)5(lated)6( to an)6( eve)5(n)1(tual m)9(i)-1(sclassif)4(i)-1(ca)5(tion)6( in )]TJ /TT51 1 Tf 0.0002 Tc 0 Tw 30.91 0 Td (landcover)Tj /TT49 1 Tf -0.0018 Tc 0.3418 Tw 4 0 Td ( input. )Tj 0.0001 Tc 0.2549 Tw -34.91 -1.15 Td (Therefore, the Collection 4 MOD15A2 product )Tj 0.0006 Tc 0.2527 Tw 20.72 0 Td (is not suitable to )Tj -0.0001 Tc 7.855 0 Td [(m)8(o)-5(nitor LAI seasonal )]TJ 0.0002 Tc 0.0798 Tw -28.575 -1.15 Td [(changes over soybean areas. Thus, more effort )-2(must be foc)-6(used on validating the product in )]TJ -0.0002 Tw 0 -1.15 TD (further studies. )Tj /TT50 1 Tf 0 -2.16 TD (5. References )Tj /TT49 1 Tf -0.0012 Tc 0.2362 Tw 10.02 0 0 10.02 77.3717 478.0312 Tm [(Kn)-4(yazikh)-4(in, )6(Y.; Marton)-4(ch)-4(i)7(k)-4(, J.V.; Di)7(n)-4(er, )6(D. J.; Myn)-4(e)6(n)-4(i)]TJ -0.0005 Tc 0.2355 Tw [(, R. B.; )6(Verstraete, M. M)8(.)]TJ -0.0018 Tc 0.2368 Tw 35.2395 0 Td [(; Pin)-5(t)1(y, B.; )6(Go)-5(bro)-5(n)1(, N. )]TJ 0.0015 Tc 0.1677 Tw -35.2395 -1.1497 Td [(Est)4(i)-2(m)13(a)2(t)4(i)4(on of)5( )6(veget)4(a)2(t)4(i)4(o)5(n ca)8(n)5(opy)5( l)4(e)2(a)8(f)-1( a)8(r)-1(ea )6(i)4(nde)8(x a)8(n)5(d f)5(r)-1(ac)8(t)4(i)4(on )6(of)5( ab)5(so)5(rb)5(ed )6(ph)5(ot)10(osy)5(n)-1(t)4(h)5(et)4(i)4(cal)4(l)4(y)5( acti)4(v)-1(e ra)8(di)4(at)4(i)4(o)5(n)5( )]TJ 0.0014 Tc 0.0001 Tw 0 -1.1437 TD [(fr)5(om)13( atm)13(o)-2(sphe)8(re-c)8(or)5(rect)4(ed)4( M)4(I)-1(SR)4( )6(dat)4(a)2(, )]TJ /TT50 1 Tf 0.0016 Tc -0.0061 Tw 15.9341 0 Td [(J. G)7(e)2(oph)7(y)-1(s.)6( )-6(Re)8(s)]TJ /TT49 1 Tf 0.0026 Tc -0.0071 Tw [(.,)7( 10)6(3:)5( 32)6(2)6(39)6(-)6(32)6(25)6(6,)7( )-6(1)6(9)6(98a)9(. )]TJ 0.0018 Tc 0.1973 Tw -15.9341 -1.7485 Td [(Kny)5(azi)4(k)5(h)-1(i)4(n)5(, Y)5(.;)4( M)5(a)3(rt)4(onc)9(hi)4(k,)6( J. V.;)4( M)5(y)5(nen)5(i)4(, R)4(. B)4(.;)4( Di)4(ner, D. J.;)4( R)4(u)5(nn)5(i)4(ng, S)7(. )6(W)-6(. Sy)11(ner)6(g)-1(i)4(s)2(t)4(i)4(c)3( al)4(gor)6(i)4(t)4(h)-7(m)13( for )]TJ 0.0014 Tc 0.0899 Tw 0 -1.1497 TD [(est)4(i)-2(m)13(a)2(ti)4(ng ve)8(g)4(e)2(t)4(a)2(t)4(i)4(on cano)4(p)-2(y)10( l)4(eaf area i)4(nde)8(x an)4(d fract)4(i)4(o)4(n of ab)4(so)4(rbe)8(d)-2( p)4(h)4(o)-2(t)4(o)-2(sy)10(nt)4(het)4(i)4(cal)4(l)4(y)4( act)4(i)4(v)-2(e radi)4(at)4(ion f)5(r)5(o)-8(m)7( )]TJ 0.0004 Tc 0.0011 Tw 0 -1.1437 TD [(MODIS a)7(n)3(d M)9(I)-2(SR )6(data, )]TJ /TT50 1 Tf 0.0016 Tc -0.0061 Tw 10.006 0 Td [(J. G)7(e)2(oph)7(y)-1(s.)6( )-6(Re)8(s)]TJ /TT49 1 Tf 0.0025 Tc -0.007 Tw [(.,)7( 10)6(3:)5( 32)6(2)6(57)6(-)6(32)6(27)6(5,)7( )-6(1)6(9)6(98)6(b. )]TJ -0.0005 Tc 0.0619 Tw -10.006 -1.7485 Td [(Kn)-3(yazikh)-3(in, Y.; Glassy, J.; Priv)-3(ette, J. L.; Tian)-3(, Y.; Lo)]TJ -0.0008 Tc 0.0622 Tw 22.4311 0 Td [(tsch, A.; Zh)-4(an)-4(g, Y.; W)-9(a)6(ng)-4(, Y.; )6(Mo)-4(risette, J. T.; Vo)-4(tav)-4(a)6(, )]TJ 0.002 Tc 0.3588 Tw -22.4311 -1.1497 Td [(P.;)4( M)5(y)5(ne)9(ni)4(, )6(R)4(.)1(B)4(.)1(;)4( )6(Nem)13(a)-3(ni)4(, R)4(.)7( R)4(.)1(;)4( R)10(u)5(nni)10(ng)5(, S)7(.)1( )6(W.)7( M)5(O)6(DIS)7( Lea)9(f )6(Area)9( I)6(nde)9(x)5( \(L)8(AI)6(\) a)9(n)5(d )6(Fract)4(i)4(o)5(n )6(of)6( )]TJ 0.0016 Tc 0.0538 Tw 0 -1.1437 TD [(Ph)5(ot)4(osy)11(n)-1(t)4(h)-1(et)4(i)4(cal)4(l)4(y)5( Act)4(i)4(v)-1(e R)4(a)-4(di)4(at)4(i)4(on A)5(b)-1(s)8(o)-1(r)5(b)5(ed by)5( Ve)8(get)4(a)2(t)4(i)4(on \()5(F)1(P)7(A)-1(R)4(\))-1( Pr)5(od)5(uct)4( \(M)5(O)5(D)5(1)5(5\) Al)10(go)5(ri)4(t)4(h)-1(m)13( )-6(The)8(o)-1(ret)4(i)4(cal)4( )]TJ 0 Tc 0.0015 Tw 0 -1.1497 TD [(Basis Docum)11(e)1(nt, )]TJ /TT51 1 Tf 0.0016 Tc 0 Tw 7.0719 0 Td [(e)8(o)-1(s)8(p)-1(so)5(.g)5(sf)4(c.)6(nas)8(a.)6(g)5(o)-1(v/)4(at)10(bd/)10(mo)5(di)4(st)4(a)5(b)-1(l)4(e)2(s.)6(ht)4(ml)]TJ /TT49 1 Tf 0.0008 Tc -0.0053 Tw 17.515 0 Td (, 1999. )Tj -0.0007 Tc 0.0381 Tw -24.5868 -1.7425 Td [(Myn)-4(en)-4(i)2(, R.B.; )6(Hoffm)11(an)-4(, S.; )6(Kn)-4(yazikh)-4(in, Y.; Priv)-4(ette, J.L.)5(; Glassy, J.; Tian)-4(, Y.; )6(W)-9(a)6(n)-4(g)2(, )6(Y.; Song)-4(, )6(X.; Zh)-4(an)-4(g, Y.; )]TJ 0.0015 Tc 0.0659 Tw 0 -1.1497 TD [(Sm)7(i)4(t)4(h)-1(, G.R)4(.;)4( Lot)4(s)1(ch)5(, A.;)4( Fri)4(e)8(dl)4(, M)4(.;)4( M)4(o)-1(ri)4(se)8(t)4(t)4(e)2(, J.T.;)4( Vot)4(a)2(v)5(a)2(, P.;)4( Nem)13(a)2(ni)4(, R)4(.R)4(.;)4( R)4(unni)10(n)5(g)-1(, S.)6(W. )6(Gl)4(o)5(b)-1(al)4( pro)5(d)5(u)-1(ct)4(s)7( )]TJ 0.002 Tc 0.0115 Tw 0 -1.1497 TD [(of)6( ve)9(get)4(a)3(t)4(i)4(o)-1(n)5( l)4(eaf are)9(a)3( a)9(n)-1(d)5( f)6(r)6(act)4(i)4(on a)9(b)-1(s)8(o)-1(r)6(b)-1(e)9(d)-1( P)7(AR)4( )6(fr)6(om)13( y)5(e)-3(ar )6(one)9( o)5(f M)11(O)6(DIS)7( )6(dat)4(a)]TJ /TT51 1 Tf 0 Tc 0 Tw 32.4371 0 Td ( )Tj /TT50 1 Tf 0.0003 Tc 0.0132 Tw 0.2635 0 Td [(Rem)7(o)-3(te)7( Sensin)6(g E)9(nviron)]TJ /TT51 1 Tf 0 Tc 0 Tw 10.5629 0 Td (.)Tj /TT49 1 Tf -0.0038 Tc 0.0173 Tw 0.2515 0 Td [(, 91)-7(,)7( )]TJ -0.0026 Tc -0.0019 Tw -43.515 -1.1437 Td [(1)-6(14-)-5(127)-6(, 20)-6(02)-6(. )-6( )]TJ 0.0014 Tc 0.0121 Tw 0 -1.7485 TD [(M)4(y)4(neni)4(, )-6(R)4(.;)4( K)5(n)-2(y)4(azi)4(khi)10(n, Y.;)4( Gl)4(assy)4(, )-6(J.;)4( Vot)10(a)2(va, P.;)4( )-6(S)7(h)]TJ 0.0012 Tc 0.0123 Tw [(aba)8(n)-2(o)4(v)-2(, N.)6( )-6(Use)8(r)-1(')8(s)1( )-6(Gui)10(d)-2(e )-6(FP)7(AR, LAI \(ES)7(D)-1(T: M)4(O)-1(D)5(1)-2(5)4(A)5(2\))11( )]TJ -0.0019 Tc 0.0034 Tw 0 -1.1497 TD [(8)-5(-)2(d)-5(a)-1(y Co)-5(m)10(p)-5(o)-5(s)-2(i)7(t)1(e N)-4(A)2(SA MOD)-4(I)-4(S Lan)-5(d)1( A)-4(l)7(go)-5(r)-4(ith)-5(m)10(.)-3( p)-5(.)3( 1-)-4(17. 200)-5(3. )]TJ -0.0007 Tc 0.0022 Tw 0 -1.7425 TD (Rizzi, R. )Tj /TT50 1 Tf 0.0003 Tc 0.0012 Tw 3.7725 0 Td [(Geotecnologias em um sistema de estimati)9(va da produ\347)7(\343o de)7( soja)]TJ /TT49 1 Tf 0.0017 Tc -0.0002 Tw 27.7485 0 Td [(:)4( est)4(u)-1(d)5(o)-1( d)5(e)2( caso no R)4(i)4(o )6(Gra)8(n)5(de do)11( )]TJ -0.001 Tc 0.0684 Tw -31.521 -1.1497 Td [(Su)-4(l. 200)-4(4-0)-4(4)2(-30)-4(.)-2( \(INPE--TDI/\). 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1 1.9608 -396.0816 cm 0 0 0 sc BT /TT52 1 Tf 0.0036 Tc 0.0019 Tw 5.6351 0 0 5.6351 384.3192 704.322 Tm [(N)12(eedl)26(el)26(e)11(af)28( f)28(o)3(r)17(est)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 160.98 322.04 0.48 -0.48 re f 160.98 322.04 273.42 -0.48 re f 433.92 322.04 0.48 -0.48 re f 160.98 321.56 0.48 -190.14 re f 433.92 321.56 0.48 -190.14 re f 160.98 131.42 0.48 -0.48 re f 160.98 131.42 273.42 -0.48 re f 433.92 131.42 0.48 -0.48 re f 1 0 0 1 1.9608 -396.0816 cm BT /TT52 1 Tf 0 Tc 0 Tw 12 0 0 12 432.4392 527.0219 Tm ( )Tj -30.29 -0.925 Td ( )Tj /TT53 1 Tf 0.0005 Tc -0.0005 Tw 0 -1.15 TD (Figure 5)Tj /TT52 1 Tf 0.0004 Tc -0.0004 Tw 3.585 0 Td [(: R)7(e)-1(lative frequency \(%\) of biom)8(e-type )]TJ 0.0001 Tc -0.0001 Tw 15.99 0 Td (by percentage of soybean in the pixel. )Tj 0 Tc 0 Tw -19.575 -1.15 Td ( )Tj /TT53 1 Tf 0 -1.16 TD ( )Tj 0 g ET /GS39 gs BT /T1_19 9 Tf 1 0 0 1 289.994 28.8 Tm (259)Tj /CS38 cs 0 0 0 sc ET /GS38 gs BT /TT53 1 Tf 12 0 0 12 77.3717 638.0512 Tm (4. Conclusion )Tj /TT52 1 Tf -0.0002 Tc 0.0392 Tw 0 -1.64 TD [(Since the high relative f)8(r)-2(equency of )]TJ /TT54 1 Tf 0.0385 Tw 14.775 0 Td (Standard fill value 255)Tj /TT52 1 Tf 0.0011 Tc 0.0364 Tw 9.31 0 Td [( r)4(etr)4(ievals in)6( )]TJ /TT54 1 Tf 0.0004 Tc 0.0396 Tw 5.355 0 Td (Collection 4)Tj /TT52 1 Tf 0 Tc 0 Tw 4.955 0 Td ( )Tj /TT54 1 Tf -0.0001 Tc 0.29 0 Td (MODIS )Tj -0.001 Tc -34.685 -1.15 Td (LAI)Tj /TT52 1 Tf -0.0004 Tc 0.0854 Tw 1.5 0 Td ( product \(MOD15A2\) occurs for pixels with )Tj 0.0853 Tw (high soybean percentage)Tj 0.0004 Tc 0.0821 Tw 28.6 0 Td (, only in a specific )Tj 0.0002 Tc 0.0789 Tw -30.1 -1.15 Td [(period which coincides with the m)8(a)-6(xim)8(u)-5(m)8( soybean)]TJ 0.0009 Tc 0.0753 Tw 21.08 0 Td ( growth stage, the re)Tj 0.0003 Tc 0.0797 Tw 8.45 0 Td [(sults from)8( our study )]TJ 0.0007 Tc 0.0059 Tw -29.53 -1.15 Td (indicate that those retrievals )Tj -0.0003 Tc 0.0103 Tw 11.54 0 Td [(are closely related to the soybean)3( areas. Besides, their occurrence )]TJ 0.001 Tc 0.339 Tw -11.54 -1.15 Td [(appears)5( not to be)5( dire)5(ctly)6( re)5(lated)6( to an)6( eve)5(n)1(tual m)9(i)-1(sclassif)4(i)-1(ca)5(tion)6( in )]TJ /TT54 1 Tf 0.0002 Tc 0 Tw 30.91 0 Td (landcover)Tj /TT52 1 Tf -0.0018 Tc 0.3418 Tw 4 0 Td ( input. )Tj 0.0001 Tc 0.2549 Tw -34.91 -1.15 Td (Therefore, the Collection 4 MOD15A2 product )Tj 0.0006 Tc 0.2527 Tw 20.72 0 Td (is not suitable to )Tj -0.0001 Tc 7.855 0 Td [(m)8(o)-5(nitor LAI seasonal )]TJ 0.0002 Tc 0.0798 Tw -28.575 -1.15 Td [(changes over soybean areas. Thus, more effort )-2(must be foc)-6(used on validating the product in )]TJ -0.0002 Tw 0 -1.15 TD (further studies. )Tj /TT53 1 Tf 0 -2.16 TD (5. References )Tj /TT52 1 Tf -0.0012 Tc 0.2362 Tw 10.02 0 0 10.02 77.3717 478.0312 Tm [(Kn)-4(yazikh)-4(in, )6(Y.; Marton)-4(ch)-4(i)7(k)-4(, J.V.; Di)7(n)-4(er, )6(D. J.; Myn)-4(e)6(n)-4(i)]TJ -0.0005 Tc 0.2355 Tw [(, R. B.; )6(Verstraete, M. M)8(.)]TJ -0.0018 Tc 0.2368 Tw 35.2395 0 Td [(; Pin)-5(t)1(y, B.; )6(Go)-5(bro)-5(n)1(, N. )]TJ 0.0015 Tc 0.1677 Tw -35.2395 -1.1497 Td [(Est)4(i)-2(m)13(a)2(t)4(i)4(on of)5( )6(veget)4(a)2(t)4(i)4(o)5(n ca)8(n)5(opy)5( l)4(e)2(a)8(f)-1( a)8(r)-1(ea )6(i)4(nde)8(x a)8(n)5(d f)5(r)-1(ac)8(t)4(i)4(on )6(of)5( ab)5(so)5(rb)5(ed )6(ph)5(ot)10(osy)5(n)-1(t)4(h)5(et)4(i)4(cal)4(l)4(y)5( acti)4(v)-1(e ra)8(di)4(at)4(i)4(o)5(n)5( )]TJ 0.0014 Tc 0.0001 Tw 0 -1.1437 TD [(fr)5(om)13( atm)13(o)-2(sphe)8(re-c)8(or)5(rect)4(ed)4( M)4(I)-1(SR)4( )6(dat)4(a)2(, )]TJ /TT53 1 Tf 0.0016 Tc -0.0061 Tw 15.9341 0 Td [(J. G)7(e)2(oph)7(y)-1(s.)6( )-6(Re)8(s)]TJ /TT52 1 Tf 0.0026 Tc -0.0071 Tw [(.,)7( 10)6(3:)5( 32)6(2)6(39)6(-)6(32)6(25)6(6,)7( )-6(1)6(9)6(98a)9(. )]TJ 0.0018 Tc 0.1973 Tw -15.9341 -1.7485 Td [(Kny)5(azi)4(k)5(h)-1(i)4(n)5(, Y)5(.;)4( M)5(a)3(rt)4(onc)9(hi)4(k,)6( J. V.;)4( M)5(y)5(nen)5(i)4(, R)4(. B)4(.;)4( Di)4(ner, D. J.;)4( R)4(u)5(nn)5(i)4(ng, S)7(. )6(W)-6(. Sy)11(ner)6(g)-1(i)4(s)2(t)4(i)4(c)3( al)4(gor)6(i)4(t)4(h)-7(m)13( for )]TJ 0.0014 Tc 0.0899 Tw 0 -1.1497 TD [(est)4(i)-2(m)13(a)2(ti)4(ng ve)8(g)4(e)2(t)4(a)2(t)4(i)4(on cano)4(p)-2(y)10( l)4(eaf area i)4(nde)8(x an)4(d fract)4(i)4(o)4(n of ab)4(so)4(rbe)8(d)-2( p)4(h)4(o)-2(t)4(o)-2(sy)10(nt)4(het)4(i)4(cal)4(l)4(y)4( act)4(i)4(v)-2(e radi)4(at)4(ion f)5(r)5(o)-8(m)7( )]TJ 0.0004 Tc 0.0011 Tw 0 -1.1437 TD [(MODIS a)7(n)3(d M)9(I)-2(SR )6(data, )]TJ /TT53 1 Tf 0.0016 Tc -0.0061 Tw 10.006 0 Td [(J. G)7(e)2(oph)7(y)-1(s.)6( )-6(Re)8(s)]TJ /TT52 1 Tf 0.0025 Tc -0.007 Tw [(.,)7( 10)6(3:)5( 32)6(2)6(57)6(-)6(32)6(27)6(5,)7( )-6(1)6(9)6(98)6(b. )]TJ -0.0005 Tc 0.0619 Tw -10.006 -1.7485 Td [(Kn)-3(yazikh)-3(in, Y.; Glassy, J.; Priv)-3(ette, J. L.; Tian)-3(, Y.; Lo)]TJ -0.0008 Tc 0.0622 Tw 22.4311 0 Td [(tsch, A.; Zh)-4(an)-4(g, Y.; W)-9(a)6(ng)-4(, Y.; )6(Mo)-4(risette, J. T.; Vo)-4(tav)-4(a)6(, )]TJ 0.002 Tc 0.3588 Tw -22.4311 -1.1497 Td [(P.;)4( M)5(y)5(ne)9(ni)4(, )6(R)4(.)1(B)4(.)1(;)4( )6(Nem)13(a)-3(ni)4(, R)4(.)7( R)4(.)1(;)4( R)10(u)5(nni)10(ng)5(, S)7(.)1( )6(W.)7( M)5(O)6(DIS)7( Lea)9(f )6(Area)9( I)6(nde)9(x)5( \(L)8(AI)6(\) a)9(n)5(d )6(Fract)4(i)4(o)5(n )6(of)6( )]TJ 0.0016 Tc 0.0538 Tw 0 -1.1437 TD [(Ph)5(ot)4(osy)11(n)-1(t)4(h)-1(et)4(i)4(cal)4(l)4(y)5( Act)4(i)4(v)-1(e R)4(a)-4(di)4(at)4(i)4(on A)5(b)-1(s)8(o)-1(r)5(b)5(ed by)5( Ve)8(get)4(a)2(t)4(i)4(on \()5(F)1(P)7(A)-1(R)4(\))-1( Pr)5(od)5(uct)4( \(M)5(O)5(D)5(1)5(5\) Al)10(go)5(ri)4(t)4(h)-1(m)13( )-6(The)8(o)-1(ret)4(i)4(cal)4( )]TJ 0 Tc 0.0015 Tw 0 -1.1497 TD [(Basis Docum)11(e)1(nt, )]TJ /TT54 1 Tf 0.0016 Tc 0 Tw 7.0719 0 Td [(e)8(o)-1(s)8(p)-1(so)5(.g)5(sf)4(c.)6(nas)8(a.)6(g)5(o)-1(v/)4(at)10(bd/)10(mo)5(di)4(st)4(a)5(b)-1(l)4(e)2(s.)6(ht)4(ml)]TJ /TT52 1 Tf 0.0008 Tc -0.0053 Tw 17.515 0 Td (, 1999. )Tj -0.0007 Tc 0.0381 Tw -24.5868 -1.7425 Td [(Myn)-4(en)-4(i)2(, R.B.; )6(Hoffm)11(an)-4(, S.; )6(Kn)-4(yazikh)-4(in, Y.; Priv)-4(ette, J.L.)5(; Glassy, J.; Tian)-4(, Y.; )6(W)-9(a)6(n)-4(g)2(, )6(Y.; Song)-4(, )6(X.; Zh)-4(an)-4(g, Y.; )]TJ 0.0015 Tc 0.0659 Tw 0 -1.1497 TD [(Sm)7(i)4(t)4(h)-1(, G.R)4(.;)4( Lot)4(s)1(ch)5(, A.;)4( Fri)4(e)8(dl)4(, M)4(.;)4( M)4(o)-1(ri)4(se)8(t)4(t)4(e)2(, J.T.;)4( Vot)4(a)2(v)5(a)2(, P.;)4( Nem)13(a)2(ni)4(, R)4(.R)4(.;)4( R)4(unni)10(n)5(g)-1(, S.)6(W. )6(Gl)4(o)5(b)-1(al)4( pro)5(d)5(u)-1(ct)4(s)7( )]TJ 0.002 Tc 0.0115 Tw 0 -1.1497 TD [(of)6( ve)9(get)4(a)3(t)4(i)4(o)-1(n)5( l)4(eaf are)9(a)3( a)9(n)-1(d)5( f)6(r)6(act)4(i)4(on a)9(b)-1(s)8(o)-1(r)6(b)-1(e)9(d)-1( P)7(AR)4( )6(fr)6(om)13( y)5(e)-3(ar )6(one)9( o)5(f M)11(O)6(DIS)7( )6(dat)4(a)]TJ /TT54 1 Tf 0 Tc 0 Tw 32.4371 0 Td ( )Tj /TT53 1 Tf 0.0003 Tc 0.0132 Tw 0.2635 0 Td [(Rem)7(o)-3(te)7( Sensin)6(g E)9(nviron)]TJ /TT54 1 Tf 0 Tc 0 Tw 10.5629 0 Td (.)Tj /TT52 1 Tf -0.0038 Tc 0.0173 Tw 0.2515 0 Td [(, 91)-7(,)7( )]TJ -0.0026 Tc -0.0019 Tw -43.515 -1.1437 Td [(1)-6(14-)-5(127)-6(, 20)-6(02)-6(. )-6( )]TJ 0.0014 Tc 0.0121 Tw 0 -1.7485 TD [(M)4(y)4(neni)4(, )-6(R)4(.;)4( K)5(n)-2(y)4(azi)4(khi)10(n, Y.;)4( Gl)4(assy)4(, )-6(J.;)4( Vot)10(a)2(va, P.;)4( )-6(S)7(h)]TJ 0.0012 Tc 0.0123 Tw [(aba)8(n)-2(o)4(v)-2(, N.)6( )-6(Use)8(r)-1(')8(s)1( )-6(Gui)10(d)-2(e )-6(FP)7(AR, LAI \(ES)7(D)-1(T: M)4(O)-1(D)5(1)-2(5)4(A)5(2\))11( )]TJ -0.0019 Tc 0.0034 Tw 0 -1.1497 TD [(8)-5(-)2(d)-5(a)-1(y Co)-5(m)10(p)-5(o)-5(s)-2(i)7(t)1(e N)-4(A)2(SA MOD)-4(I)-4(S Lan)-5(d)1( A)-4(l)7(go)-5(r)-4(ith)-5(m)10(.)-3( p)-5(.)3( 1-)-4(17. 200)-5(3. )]TJ -0.0007 Tc 0.0022 Tw 0 -1.7425 TD (Rizzi, R. )Tj /TT53 1 Tf 0.0003 Tc 0.0012 Tw 3.7725 0 Td [(Geotecnologias em um sistema de estimati)9(va da produ\347)7(\343o de)7( soja)]TJ /TT52 1 Tf 0.0017 Tc -0.0002 Tw 27.7485 0 Td [(:)4( est)4(u)-1(d)5(o)-1( d)5(e)2( caso no R)4(i)4(o )6(Gra)8(n)5(de do)11( )]TJ -0.001 Tc 0.0684 Tw -31.521 -1.1497 Td [(Su)-4(l. 200)-4(4-0)-4(4)2(-30)-4(.)-2( \(INPE--TDI/\). Tese )1(\(Dou)-4(t)7(o)-4(rado)-4( em Sen)-4(s)5(o)-4(r)-3(iam)10(en)-4(t)1(o)-4( Rem)10(o)-4(to)-4(\) - In)-4(stituto)-4( Nacion)-4(al d)-4(e)6( Pesqu)-4(i)1(sas )]TJ -0.0001 Tc -0.0044 Tw 0 -1.1497 TD [(Espaciais, S\343o Jos\351 dos )-6(Cam)11(pos. 2004. )]TJ -0.0013 Tc 0.0926 Tw 0 -1.7425 TD [(Tan)-4(,)-3( )-6(B.; Hu)-4(ang)-4(,)-3( D.; )-6(Hu)-4(, J.; Yang)-4(, W.; )-6(Zh)-4(an)-4(g, )]TJ 0.0014 Tc 0.0959 Tw 19.3413 0 Td [(P.;)4( S)7(h)-2(a)8(b)-2(an)4(ov)4(, N)5(.V)5(.;)4( K)5(n)-2(y)4(azi)4(khi)4(n)4(, Y)5(.;)4( M)4(y)4(neni)4(, R)4(.B)4(.)]TJ /TT53 1 Tf 0 Tc 0 Tw 20.9162 0 Td ( )Tj /TT52 1 Tf -0.0019 Tc 0.0992 Tw 0.3413 0 Td [(An)-5(alysis o)-5(f)8( )]TJ ET endstream endobj 294 0 obj 15367 endobj 295 0 obj << /Length 296 0 R >> stream 1 0 0 1 -1.9608 396.0816 cm /CS40 cs 0.749 0.749 0.749 sc 1 i /RelativeColorimetric ri /GS40 gs 190.56 301.16 235.08 -140.04 re f q 190.56 175.1 235.08 0.06 re W n /CS40 CS 0 0 0 SC 0.06 w 10 M 1 j 1 J []0 d 190.56 175.16 m 425.64 175.16 l S Q q 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217.1 m 190.56 217.1 l 188.94 231.08 m 190.56 231.08 l 188.94 245.18 m 190.56 245.18 l 188.94 259.16 m 190.56 259.16 l 188.94 273.2 m 190.56 273.2 l 188.94 287.18 m 190.56 287.18 l 188.94 301.16 m 190.56 301.16 l 190.56 161.12 m 425.64 161.12 l 190.56 159.5 m 190.56 161.12 l 211.98 159.5 m 211.98 161.12 l 233.34 159.5 m 233.34 161.12 l 254.7 159.5 m 254.7 161.12 l 276.06 159.5 m 276.06 161.12 l 297.48 159.5 m 297.48 161.12 l 318.78 159.5 m 318.78 161.12 l 340.2 159.5 m 340.2 161.12 l 361.5 159.5 m 361.5 161.12 l 382.92 159.5 m 382.92 161.12 l 404.22 159.5 m 404.22 161.12 l 425.64 159.5 m 425.64 161.12 l S 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT55 1 Tf 5.3435 0 0 5.3435 181.9992 555.5219 Tm (0)Tj 0.0053 Tc -0.5053 2.6162 Td (10)Tj 0 2.6275 TD (20)Tj 0 2.6162 TD (30)Tj 0 2.6162 TD (40)Tj T* (50)Tj 0 2.6387 TD (60)Tj 0 2.6162 TD (70)Tj 0 2.6162 TD (80)Tj 0 2.6275 TD (90)Tj -0.5053 2.6162 Td (100)Tj 0.0029 Tw 2.5601 -27.6783 Td [(>)8( )11(0 -)13( )11(10 )-842(10 -)13( )11(20)-1156(20 -)24( 30)-1134(30 -)13( )11(40)-1156(40 -)13( )11(50)-1156(50 )11(-)13( 60)-1134(60 -)13( )11(70)-1156(70 -)24( 80)-1134(80 -)13( )11(90)-909(90 )11(-)13( 100)-1549(100)]TJ -0.003 Tc 0.0091 Tw 7.9669 0 0 7.9669 249.5592 533.5619 Tm [(Perc)12(entag)15(e)4( of)6( soy)8(be)12(a)4(n in th)8(e pixel)]TJ -0.0025 Tc 0.0086 Tw 0 7.9669 -7.9669 0 170.7192 584.8019 Tm [(R)-6(e)-3(lati)-11(ve F)-11(r)-1(equ)-7(e)5(ncy,)-9( in)-7( % .)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 1 1 1 sc 182.58 315.56 244.32 -10.68 re f 0.6 0.6 1 sc 0.387 w 0 j 186.06 308.3 3.42 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT55 1 Tf 0.0011 Tc 0.0044 Tw 5.6351 0 0 5.6351 188.8992 704.322 Tm [(B)19(r)4(oa)8(dl)23(eaf)25( c)8(r)4(op)11(s)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 0.6 0.216 0.4 sc 232.44 308.3 3.42 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT55 1 Tf -0.0209 Tc 0 Tw 5.6351 0 0 5.6351 235.2792 704.322 Tm [(S)-18(a)-24(va)-24(nna)-14(h)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 1 1 0.796 sc 264.84 308.3 3.42 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT55 1 Tf 0.0039 Tc 5.6351 0 0 5.6351 267.7392 704.322 Tm [(G)13(r)7(a)11(sses/)5(ce)11(r)7(eal)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 0.796 1 1 sc 308.28 308.3 3.36 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT55 1 Tf -0.0242 Tc 0.0297 Tw 5.6351 0 0 5.6351 311.1192 704.322 Tm [(B)-7(r)-21(o)-14(a)-27(d)-25(l)-2(e)-17(a)-28(f fo)-25(r)-11(e)-28(s)-29(t)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 0.4 0 0.4 sc 355.14 308.3 3.42 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT55 1 Tf -0.0011 Tc 0 Tw 5.6351 0 0 5.6351 357.9792 704.322 Tm [(Sh)20(r)13(u)20(bs)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 1 0.502 0.502 sc 381.48 308.3 3.36 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT55 1 Tf 0.0036 Tc 0.0019 Tw 5.6351 0 0 5.6351 384.3192 704.322 Tm [(N)12(eedl)26(el)26(e)11(af)28( f)28(o)3(r)17(est)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 160.98 322.04 0.48 -0.48 re f 160.98 322.04 273.42 -0.48 re f 433.92 322.04 0.48 -0.48 re f 160.98 321.56 0.48 -190.14 re f 433.92 321.56 0.48 -190.14 re f 160.98 131.42 0.48 -0.48 re f 160.98 131.42 273.42 -0.48 re f 433.92 131.42 0.48 -0.48 re f 1 0 0 1 1.9608 -396.0816 cm BT /TT55 1 Tf 0 Tc 0 Tw 12 0 0 12 432.4392 527.0219 Tm ( )Tj -30.29 -0.925 Td ( )Tj /TT56 1 Tf 0.0005 Tc -0.0005 Tw 0 -1.15 TD (Figure 5)Tj /TT55 1 Tf 0.0004 Tc -0.0004 Tw 3.585 0 Td [(: R)7(e)-1(lative frequency \(%\) of biom)8(e-type )]TJ 0.0001 Tc -0.0001 Tw 15.99 0 Td (by percentage of soybean in the pixel. )Tj 0 Tc 0 Tw -19.575 -1.15 Td ( )Tj /TT56 1 Tf 0 -1.16 TD ( )Tj 0 g ET /GS41 gs BT /T1_20 9 Tf 1 0 0 1 289.994 28.8 Tm (259)Tj /CS40 cs 0 0 0 sc ET /GS40 gs BT /TT56 1 Tf 12 0 0 12 77.3717 638.0512 Tm (4. Conclusion )Tj /TT55 1 Tf -0.0002 Tc 0.0392 Tw 0 -1.64 TD [(Since the high relative f)8(r)-2(equency of )]TJ /TT57 1 Tf 0.0385 Tw 14.775 0 Td (Standard fill value 255)Tj /TT55 1 Tf 0.0011 Tc 0.0364 Tw 9.31 0 Td [( r)4(etr)4(ievals in)6( )]TJ /TT57 1 Tf 0.0004 Tc 0.0396 Tw 5.355 0 Td (Collection 4)Tj /TT55 1 Tf 0 Tc 0 Tw 4.955 0 Td ( )Tj /TT57 1 Tf -0.0001 Tc 0.29 0 Td (MODIS )Tj -0.001 Tc -34.685 -1.15 Td (LAI)Tj /TT55 1 Tf -0.0004 Tc 0.0854 Tw 1.5 0 Td ( product \(MOD15A2\) occurs for pixels with )Tj 0.0853 Tw (high soybean percentage)Tj 0.0004 Tc 0.0821 Tw 28.6 0 Td (, only in a specific )Tj 0.0002 Tc 0.0789 Tw -30.1 -1.15 Td [(period which coincides with the m)8(a)-6(xim)8(u)-5(m)8( soybean)]TJ 0.0009 Tc 0.0753 Tw 21.08 0 Td ( growth stage, the re)Tj 0.0003 Tc 0.0797 Tw 8.45 0 Td [(sults from)8( our study )]TJ 0.0007 Tc 0.0059 Tw -29.53 -1.15 Td (indicate that those retrievals )Tj -0.0003 Tc 0.0103 Tw 11.54 0 Td [(are closely related to the soybean)3( areas. Besides, their occurrence )]TJ 0.001 Tc 0.339 Tw -11.54 -1.15 Td [(appears)5( not to be)5( dire)5(ctly)6( re)5(lated)6( to an)6( eve)5(n)1(tual m)9(i)-1(sclassif)4(i)-1(ca)5(tion)6( in )]TJ /TT57 1 Tf 0.0002 Tc 0 Tw 30.91 0 Td (landcover)Tj /TT55 1 Tf -0.0018 Tc 0.3418 Tw 4 0 Td ( input. )Tj 0.0001 Tc 0.2549 Tw -34.91 -1.15 Td (Therefore, the Collection 4 MOD15A2 product )Tj 0.0006 Tc 0.2527 Tw 20.72 0 Td (is not suitable to )Tj -0.0001 Tc 7.855 0 Td [(m)8(o)-5(nitor LAI seasonal )]TJ 0.0002 Tc 0.0798 Tw -28.575 -1.15 Td [(changes over soybean areas. Thus, more effort )-2(must be foc)-6(used on validating the product in )]TJ -0.0002 Tw 0 -1.15 TD (further studies. )Tj /TT56 1 Tf 0 -2.16 TD (5. References )Tj /TT55 1 Tf -0.0012 Tc 0.2362 Tw 10.02 0 0 10.02 77.3717 478.0312 Tm [(Kn)-4(yazikh)-4(in, )6(Y.; Marton)-4(ch)-4(i)7(k)-4(, J.V.; Di)7(n)-4(er, )6(D. J.; Myn)-4(e)6(n)-4(i)]TJ -0.0005 Tc 0.2355 Tw [(, R. B.; )6(Verstraete, M. M)8(.)]TJ -0.0018 Tc 0.2368 Tw 35.2395 0 Td [(; Pin)-5(t)1(y, B.; )6(Go)-5(bro)-5(n)1(, N. )]TJ 0.0015 Tc 0.1677 Tw -35.2395 -1.1497 Td [(Est)4(i)-2(m)13(a)2(t)4(i)4(on of)5( )6(veget)4(a)2(t)4(i)4(o)5(n ca)8(n)5(opy)5( l)4(e)2(a)8(f)-1( a)8(r)-1(ea )6(i)4(nde)8(x a)8(n)5(d f)5(r)-1(ac)8(t)4(i)4(on )6(of)5( ab)5(so)5(rb)5(ed )6(ph)5(ot)10(osy)5(n)-1(t)4(h)5(et)4(i)4(cal)4(l)4(y)5( acti)4(v)-1(e ra)8(di)4(at)4(i)4(o)5(n)5( )]TJ 0.0014 Tc 0.0001 Tw 0 -1.1437 TD [(fr)5(om)13( atm)13(o)-2(sphe)8(re-c)8(or)5(rect)4(ed)4( M)4(I)-1(SR)4( )6(dat)4(a)2(, )]TJ /TT56 1 Tf 0.0016 Tc -0.0061 Tw 15.9341 0 Td [(J. G)7(e)2(oph)7(y)-1(s.)6( )-6(Re)8(s)]TJ /TT55 1 Tf 0.0026 Tc -0.0071 Tw [(.,)7( 10)6(3:)5( 32)6(2)6(39)6(-)6(32)6(25)6(6,)7( )-6(1)6(9)6(98a)9(. )]TJ 0.0018 Tc 0.1973 Tw -15.9341 -1.7485 Td [(Kny)5(azi)4(k)5(h)-1(i)4(n)5(, Y)5(.;)4( M)5(a)3(rt)4(onc)9(hi)4(k,)6( J. V.;)4( M)5(y)5(nen)5(i)4(, R)4(. B)4(.;)4( Di)4(ner, D. J.;)4( R)4(u)5(nn)5(i)4(ng, S)7(. )6(W)-6(. Sy)11(ner)6(g)-1(i)4(s)2(t)4(i)4(c)3( al)4(gor)6(i)4(t)4(h)-7(m)13( for )]TJ 0.0014 Tc 0.0899 Tw 0 -1.1497 TD [(est)4(i)-2(m)13(a)2(ti)4(ng ve)8(g)4(e)2(t)4(a)2(t)4(i)4(on cano)4(p)-2(y)10( l)4(eaf area i)4(nde)8(x an)4(d fract)4(i)4(o)4(n of ab)4(so)4(rbe)8(d)-2( p)4(h)4(o)-2(t)4(o)-2(sy)10(nt)4(het)4(i)4(cal)4(l)4(y)4( act)4(i)4(v)-2(e radi)4(at)4(ion f)5(r)5(o)-8(m)7( )]TJ 0.0004 Tc 0.0011 Tw 0 -1.1437 TD [(MODIS a)7(n)3(d M)9(I)-2(SR )6(data, )]TJ /TT56 1 Tf 0.0016 Tc -0.0061 Tw 10.006 0 Td [(J. G)7(e)2(oph)7(y)-1(s.)6( )-6(Re)8(s)]TJ /TT55 1 Tf 0.0025 Tc -0.007 Tw [(.,)7( 10)6(3:)5( 32)6(2)6(57)6(-)6(32)6(27)6(5,)7( )-6(1)6(9)6(98)6(b. )]TJ -0.0005 Tc 0.0619 Tw -10.006 -1.7485 Td [(Kn)-3(yazikh)-3(in, Y.; Glassy, J.; Priv)-3(ette, J. L.; Tian)-3(, Y.; Lo)]TJ -0.0008 Tc 0.0622 Tw 22.4311 0 Td [(tsch, A.; Zh)-4(an)-4(g, Y.; W)-9(a)6(ng)-4(, Y.; )6(Mo)-4(risette, J. T.; Vo)-4(tav)-4(a)6(, )]TJ 0.002 Tc 0.3588 Tw -22.4311 -1.1497 Td [(P.;)4( M)5(y)5(ne)9(ni)4(, )6(R)4(.)1(B)4(.)1(;)4( )6(Nem)13(a)-3(ni)4(, R)4(.)7( R)4(.)1(;)4( R)10(u)5(nni)10(ng)5(, S)7(.)1( )6(W.)7( M)5(O)6(DIS)7( Lea)9(f )6(Area)9( I)6(nde)9(x)5( \(L)8(AI)6(\) a)9(n)5(d )6(Fract)4(i)4(o)5(n )6(of)6( )]TJ 0.0016 Tc 0.0538 Tw 0 -1.1437 TD [(Ph)5(ot)4(osy)11(n)-1(t)4(h)-1(et)4(i)4(cal)4(l)4(y)5( Act)4(i)4(v)-1(e R)4(a)-4(di)4(at)4(i)4(on A)5(b)-1(s)8(o)-1(r)5(b)5(ed by)5( Ve)8(get)4(a)2(t)4(i)4(on \()5(F)1(P)7(A)-1(R)4(\))-1( Pr)5(od)5(uct)4( \(M)5(O)5(D)5(1)5(5\) Al)10(go)5(ri)4(t)4(h)-1(m)13( )-6(The)8(o)-1(ret)4(i)4(cal)4( )]TJ 0 Tc 0.0015 Tw 0 -1.1497 TD [(Basis Docum)11(e)1(nt, )]TJ /TT57 1 Tf 0.0016 Tc 0 Tw 7.0719 0 Td [(e)8(o)-1(s)8(p)-1(so)5(.g)5(sf)4(c.)6(nas)8(a.)6(g)5(o)-1(v/)4(at)10(bd/)10(mo)5(di)4(st)4(a)5(b)-1(l)4(e)2(s.)6(ht)4(ml)]TJ /TT55 1 Tf 0.0008 Tc -0.0053 Tw 17.515 0 Td (, 1999. )Tj -0.0007 Tc 0.0381 Tw -24.5868 -1.7425 Td [(Myn)-4(en)-4(i)2(, R.B.; )6(Hoffm)11(an)-4(, S.; )6(Kn)-4(yazikh)-4(in, Y.; Priv)-4(ette, J.L.)5(; Glassy, J.; Tian)-4(, Y.; )6(W)-9(a)6(n)-4(g)2(, )6(Y.; Song)-4(, )6(X.; Zh)-4(an)-4(g, Y.; )]TJ 0.0015 Tc 0.0659 Tw 0 -1.1497 TD [(Sm)7(i)4(t)4(h)-1(, G.R)4(.;)4( Lot)4(s)1(ch)5(, A.;)4( Fri)4(e)8(dl)4(, M)4(.;)4( M)4(o)-1(ri)4(se)8(t)4(t)4(e)2(, J.T.;)4( Vot)4(a)2(v)5(a)2(, P.;)4( Nem)13(a)2(ni)4(, R)4(.R)4(.;)4( R)4(unni)10(n)5(g)-1(, S.)6(W. )6(Gl)4(o)5(b)-1(al)4( pro)5(d)5(u)-1(ct)4(s)7( )]TJ 0.002 Tc 0.0115 Tw 0 -1.1497 TD [(of)6( ve)9(get)4(a)3(t)4(i)4(o)-1(n)5( l)4(eaf are)9(a)3( a)9(n)-1(d)5( f)6(r)6(act)4(i)4(on a)9(b)-1(s)8(o)-1(r)6(b)-1(e)9(d)-1( P)7(AR)4( )6(fr)6(om)13( y)5(e)-3(ar )6(one)9( o)5(f M)11(O)6(DIS)7( )6(dat)4(a)]TJ /TT57 1 Tf 0 Tc 0 Tw 32.4371 0 Td ( )Tj /TT56 1 Tf 0.0003 Tc 0.0132 Tw 0.2635 0 Td [(Rem)7(o)-3(te)7( Sensin)6(g E)9(nviron)]TJ /TT57 1 Tf 0 Tc 0 Tw 10.5629 0 Td (.)Tj /TT55 1 Tf -0.0038 Tc 0.0173 Tw 0.2515 0 Td [(, 91)-7(,)7( )]TJ -0.0026 Tc -0.0019 Tw -43.515 -1.1437 Td [(1)-6(14-)-5(127)-6(, 20)-6(02)-6(. )-6( )]TJ 0.0014 Tc 0.0121 Tw 0 -1.7485 TD [(M)4(y)4(neni)4(, )-6(R)4(.;)4( K)5(n)-2(y)4(azi)4(khi)10(n, Y.;)4( Gl)4(assy)4(, )-6(J.;)4( Vot)10(a)2(va, P.;)4( )-6(S)7(h)]TJ 0.0012 Tc 0.0123 Tw [(aba)8(n)-2(o)4(v)-2(, N.)6( )-6(Use)8(r)-1(')8(s)1( )-6(Gui)10(d)-2(e )-6(FP)7(AR, LAI \(ES)7(D)-1(T: M)4(O)-1(D)5(1)-2(5)4(A)5(2\))11( )]TJ -0.0019 Tc 0.0034 Tw 0 -1.1497 TD [(8)-5(-)2(d)-5(a)-1(y Co)-5(m)10(p)-5(o)-5(s)-2(i)7(t)1(e N)-4(A)2(SA MOD)-4(I)-4(S Lan)-5(d)1( A)-4(l)7(go)-5(r)-4(ith)-5(m)10(.)-3( p)-5(.)3( 1-)-4(17. 200)-5(3. )]TJ -0.0007 Tc 0.0022 Tw 0 -1.7425 TD (Rizzi, R. )Tj /TT56 1 Tf 0.0003 Tc 0.0012 Tw 3.7725 0 Td [(Geotecnologias em um sistema de estimati)9(va da produ\347)7(\343o de)7( soja)]TJ /TT55 1 Tf 0.0017 Tc -0.0002 Tw 27.7485 0 Td [(:)4( est)4(u)-1(d)5(o)-1( d)5(e)2( caso no R)4(i)4(o )6(Gra)8(n)5(de do)11( )]TJ -0.001 Tc 0.0684 Tw -31.521 -1.1497 Td [(Su)-4(l. 200)-4(4-0)-4(4)2(-30)-4(.)-2( \(INPE--TDI/\). Tese )1(\(Dou)-4(t)7(o)-4(rado)-4( em Sen)-4(s)5(o)-4(r)-3(iam)10(en)-4(t)1(o)-4( Rem)10(o)-4(to)-4(\) - In)-4(stituto)-4( Nacion)-4(al d)-4(e)6( Pesqu)-4(i)1(sas )]TJ -0.0001 Tc -0.0044 Tw 0 -1.1497 TD [(Espaciais, S\343o Jos\351 dos )-6(Cam)11(pos. 2004. )]TJ ET endstream endobj 296 0 obj 14959 endobj 297 0 obj << /Length 298 0 R >> stream 1 0 0 1 -1.9608 396.0816 cm /CS42 cs 0.749 0.749 0.749 sc 1 i /RelativeColorimetric ri /GS42 gs 190.56 301.16 235.08 -140.04 re f q 190.56 175.1 235.08 0.06 re W n /CS42 CS 0 0 0 SC 0.06 w 10 M 1 j 1 J []0 d 190.56 175.16 m 425.64 175.16 l S Q q 190.56 189.08 235.08 0.06 re W n /CS42 CS 0 0 0 SC 0.06 w 10 M 1 j 1 J []0 d 190.56 189.14 m 425.64 189.14 l S Q q 190.56 203.06 235.08 0.06 re W n /CS42 CS 0 0 0 SC 0.06 w 10 M 1 j 1 J []0 d 190.56 203.12 m 425.64 203.12 l S Q q 190.56 217.04 235.08 0.06 re W n /CS42 CS 0 0 0 SC 0.06 w 10 M 1 j 1 J []0 d 190.56 217.1 m 425.64 217.1 l S Q q 190.56 231.02 235.08 0.06 re W n /CS42 CS 0 0 0 SC 0.06 w 10 M 1 j 1 J []0 d 190.56 231.08 m 425.64 231.08 l S Q q 190.56 245.12 235.08 0.06 re W n /CS42 CS 0 0 0 SC 0.06 w 10 M 1 j 1 J []0 d 190.56 245.18 m 425.64 245.18 l S Q q 190.56 259.1 235.08 0.06 re W n /CS42 CS 0 0 0 SC 0.06 w 10 M 1 j 1 J []0 d 190.56 259.16 m 425.64 259.16 l S Q q 190.56 273.14 235.08 0.06 re W n /CS42 CS 0 0 0 SC 0.06 w 10 M 1 j 1 J []0 d 190.56 273.2 m 425.64 273.2 l S Q q 190.56 287.12 235.08 0.06 re W n /CS42 CS 0 0 0 SC 0.06 w 10 M 1 j 1 J []0 d 190.56 287.18 m 425.64 287.18 l S Q q 190.56 301.1 235.08 0.06 re W n /CS42 CS 0 0 0 SC 0.06 w 10 M 1 j 1 J []0 d 190.56 301.16 m 425.64 301.16 l S Q /CS42 CS 0.502 0.502 0.502 SC 0.387 w 10 M 1 j 1 J []0 d 190.56 301.16 235.08 -140.04 re S q 196.68 161.18 9.24 32.4 re W n 0.6 0.6 1 sc 0 0 0 SC 196.98 193.28 8.58 -32.16 re B* Q q 218.04 161.18 9.18 46.32 re W n 0.6 0.6 1 sc 0 0 0 SC 218.34 207.2 8.52 -46.08 re B* Q q 239.4 161.18 9.24 58.98 re W n 0.6 0.6 1 sc 0 0 0 SC 239.7 219.86 8.58 -58.74 re B* Q q 260.82 161.18 9.12 70.2 re W n 0.6 0.6 1 sc 0 0 0 SC 261.12 231.08 8.46 -69.96 re B* Q q 282.12 161.18 9.24 81.42 re W n 0.6 0.6 1 sc 0 0 0 SC 282.42 242.3 8.58 -81.18 re B* Q q 303.54 161.18 9.12 88.2 re W n 0.6 0.6 1 sc 0 0 0 SC 303.84 249.08 8.46 -87.96 re B* Q q 324.84 161.18 9.24 94.92 re W n 0.6 0.6 1 sc 0 0 0 SC 325.14 255.8 8.58 -94.68 re B* Q q 346.26 161.18 9.12 101.04 re W n 0.6 0.6 1 sc 0 0 0 SC 346.56 261.92 8.46 -100.8 re B* Q q 367.56 161.18 9.24 105.42 re W n 0.6 0.6 1 sc 0 0 0 SC 367.86 266.3 8.58 -105.18 re B* Q q 388.98 161.18 9.12 105.12 re W n 0.6 0.6 1 sc 0 0 0 SC 389.28 266 8.46 -104.88 re B* Q q 410.28 161.18 9.24 104.16 re W n 0.6 0.6 1 sc 0 0 0 SC 410.58 265.04 8.58 -103.92 re B* Q 0.6 0.216 0.4 sc 0 0 0 SC 196.98 266.3 8.58 -73.02 re B* 218.34 274.04 8.52 -66.84 re B* 239.7 278.3 8.58 -58.44 re B* 261.12 282.38 8.46 -51.3 re B* 282.42 284.24 8.58 -41.94 re B* 303.84 285.02 8.46 -35.94 re B* 325.14 285.8 8.58 -30 re B* 346.56 285.8 8.46 -23.88 re B* 367.86 285.44 8.58 -19.14 re B* 389.28 281.72 8.46 -15.72 re B* 410.58 274.46 8.58 -9.42 re B* 1 1 0.796 sc 196.98 277.76 8.58 -11.46 re B* 218.34 284.24 8.52 -10.2 re B* 239.7 287.36 8.58 -9.06 re B* 261.12 289.88 8.46 -7.5 re B* 282.42 291.32 8.58 -7.08 re B* 303.84 292.34 8.46 -7.32 re B* 325.14 293.48 8.58 -7.68 re B* 346.56 294.26 8.46 -8.46 re B* 367.86 295.88 8.58 -10.44 re B* 389.28 296.96 8.46 -15.24 re B* 410.58 299.6 8.58 -25.14 re B* 0.796 1 1 sc 196.98 295.82 8.58 -18.06 re B* 218.34 296.9 8.52 -12.66 re B* 239.7 297.92 8.58 -10.56 re B* 261.12 298.34 8.46 -8.46 re B* 282.42 299.12 8.58 -7.8 re B* 303.84 299.48 8.46 -7.14 re B* 325.14 299.78 8.58 -6.3 re B* 346.56 299.9 8.46 -5.64 re B* 367.86 300.38 8.58 -4.5 re B* 389.28 300.38 8.46 -3.42 re B* 410.58 301.16 8.58 -1.56 re B* 0.4 0 0.4 sc 196.98 300.5 8.58 -4.68 re B* 218.34 300.68 8.52 -3.78 re B* 239.7 300.74 8.58 -2.82 re B* 261.12 300.86 8.46 -2.52 re B* 282.42 300.86 8.58 -1.74 re B* 303.84 300.86 8.46 -1.38 re B* 325.14 300.98 8.58 -1.2 re B* 346.56 300.86 8.46 -0.96 re B* 367.86 300.86 8.58 -0.48 re B* 389.28 300.98 8.46 -0.6 re B* 1 0.502 0.502 sc 196.98 301.16 8.58 -0.66 re B* 218.34 301.16 8.52 -0.48 re B* 239.7 301.16 8.58 -0.42 re B* 261.12 301.16 8.46 -0.3 re B* 282.42 301.16 8.58 -0.3 re B* 303.84 301.16 8.46 -0.3 re B* 325.14 301.16 8.58 -0.18 re B* 346.56 301.16 8.46 -0.3 re B* 367.86 301.16 8.58 -0.3 re B* 389.28 301.16 8.46 -0.18 re B* 0.06 w 190.56 301.16 m 190.56 161.12 l 188.94 161.12 m 190.56 161.12 l 188.94 175.16 m 190.56 175.16 l 188.94 189.14 m 190.56 189.14 l 188.94 203.12 m 190.56 203.12 l 188.94 217.1 m 190.56 217.1 l 188.94 231.08 m 190.56 231.08 l 188.94 245.18 m 190.56 245.18 l 188.94 259.16 m 190.56 259.16 l 188.94 273.2 m 190.56 273.2 l 188.94 287.18 m 190.56 287.18 l 188.94 301.16 m 190.56 301.16 l 190.56 161.12 m 425.64 161.12 l 190.56 159.5 m 190.56 161.12 l 211.98 159.5 m 211.98 161.12 l 233.34 159.5 m 233.34 161.12 l 254.7 159.5 m 254.7 161.12 l 276.06 159.5 m 276.06 161.12 l 297.48 159.5 m 297.48 161.12 l 318.78 159.5 m 318.78 161.12 l 340.2 159.5 m 340.2 161.12 l 361.5 159.5 m 361.5 161.12 l 382.92 159.5 m 382.92 161.12 l 404.22 159.5 m 404.22 161.12 l 425.64 159.5 m 425.64 161.12 l S 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT58 1 Tf 5.3435 0 0 5.3435 181.9992 555.5219 Tm (0)Tj 0.0053 Tc -0.5053 2.6162 Td (10)Tj 0 2.6275 TD (20)Tj 0 2.6162 TD (30)Tj 0 2.6162 TD (40)Tj T* (50)Tj 0 2.6387 TD (60)Tj 0 2.6162 TD (70)Tj 0 2.6162 TD (80)Tj 0 2.6275 TD (90)Tj -0.5053 2.6162 Td (100)Tj 0.0029 Tw 2.5601 -27.6783 Td [(>)8( )11(0 -)13( )11(10 )-842(10 -)13( )11(20)-1156(20 -)24( 30)-1134(30 -)13( )11(40)-1156(40 -)13( )11(50)-1156(50 )11(-)13( 60)-1134(60 -)13( )11(70)-1156(70 -)24( 80)-1134(80 -)13( )11(90)-909(90 )11(-)13( 100)-1549(100)]TJ -0.003 Tc 0.0091 Tw 7.9669 0 0 7.9669 249.5592 533.5619 Tm [(Perc)12(entag)15(e)4( of)6( soy)8(be)12(a)4(n in th)8(e pixel)]TJ -0.0025 Tc 0.0086 Tw 0 7.9669 -7.9669 0 170.7192 584.8019 Tm [(R)-6(e)-3(lati)-11(ve F)-11(r)-1(equ)-7(e)5(ncy,)-9( in)-7( % .)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 1 1 1 sc 182.58 315.56 244.32 -10.68 re f 0.6 0.6 1 sc 0.387 w 0 j 186.06 308.3 3.42 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT58 1 Tf 0.0011 Tc 0.0044 Tw 5.6351 0 0 5.6351 188.8992 704.322 Tm [(B)19(r)4(oa)8(dl)23(eaf)25( c)8(r)4(op)11(s)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 0.6 0.216 0.4 sc 232.44 308.3 3.42 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT58 1 Tf -0.0209 Tc 0 Tw 5.6351 0 0 5.6351 235.2792 704.322 Tm [(S)-18(a)-24(va)-24(nna)-14(h)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 1 1 0.796 sc 264.84 308.3 3.42 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT58 1 Tf 0.0039 Tc 5.6351 0 0 5.6351 267.7392 704.322 Tm [(G)13(r)7(a)11(sses/)5(ce)11(r)7(eal)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 0.796 1 1 sc 308.28 308.3 3.36 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT58 1 Tf -0.0242 Tc 0.0297 Tw 5.6351 0 0 5.6351 311.1192 704.322 Tm [(B)-7(r)-21(o)-14(a)-27(d)-25(l)-2(e)-17(a)-28(f fo)-25(r)-11(e)-28(s)-29(t)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 0.4 0 0.4 sc 355.14 308.3 3.42 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT58 1 Tf -0.0011 Tc 0 Tw 5.6351 0 0 5.6351 357.9792 704.322 Tm [(Sh)20(r)13(u)20(bs)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 1 0.502 0.502 sc 381.48 308.3 3.36 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT58 1 Tf 0.0036 Tc 0.0019 Tw 5.6351 0 0 5.6351 384.3192 704.322 Tm [(N)12(eedl)26(el)26(e)11(af)28( f)28(o)3(r)17(est)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 160.98 322.04 0.48 -0.48 re f 160.98 322.04 273.42 -0.48 re f 433.92 322.04 0.48 -0.48 re f 160.98 321.56 0.48 -190.14 re f 433.92 321.56 0.48 -190.14 re f 160.98 131.42 0.48 -0.48 re f 160.98 131.42 273.42 -0.48 re f 433.92 131.42 0.48 -0.48 re f 1 0 0 1 1.9608 -396.0816 cm BT /TT58 1 Tf 0 Tc 0 Tw 12 0 0 12 432.4392 527.0219 Tm ( )Tj -30.29 -0.925 Td ( )Tj /TT59 1 Tf 0.0005 Tc -0.0005 Tw 0 -1.15 TD (Figure 5)Tj /TT58 1 Tf 0.0004 Tc -0.0004 Tw 3.585 0 Td [(: R)7(e)-1(lative frequency \(%\) of biom)8(e-type )]TJ 0.0001 Tc -0.0001 Tw 15.99 0 Td (by percentage of soybean in the pixel. )Tj 0 Tc 0 Tw -19.575 -1.15 Td ( )Tj /TT59 1 Tf 0 -1.16 TD ( )Tj 0 g ET /GS43 gs BT /T1_21 9 Tf 1 0 0 1 289.994 28.8 Tm (259)Tj /CS42 cs 0 0 0 sc ET /GS42 gs BT /TT59 1 Tf 12 0 0 12 77.3717 638.0512 Tm (4. Conclusion )Tj /TT58 1 Tf -0.0002 Tc 0.0392 Tw 0 -1.64 TD [(Since the high relative f)8(r)-2(equency of )]TJ /TT60 1 Tf 0.0385 Tw 14.775 0 Td (Standard fill value 255)Tj /TT58 1 Tf 0.0011 Tc 0.0364 Tw 9.31 0 Td [( r)4(etr)4(ievals in)6( )]TJ /TT60 1 Tf 0.0004 Tc 0.0396 Tw 5.355 0 Td (Collection 4)Tj /TT58 1 Tf 0 Tc 0 Tw 4.955 0 Td ( )Tj /TT60 1 Tf -0.0001 Tc 0.29 0 Td (MODIS )Tj -0.001 Tc -34.685 -1.15 Td (LAI)Tj /TT58 1 Tf -0.0004 Tc 0.0854 Tw 1.5 0 Td ( product \(MOD15A2\) occurs for pixels with )Tj 0.0853 Tw (high soybean percentage)Tj 0.0004 Tc 0.0821 Tw 28.6 0 Td (, only in a specific )Tj 0.0002 Tc 0.0789 Tw -30.1 -1.15 Td [(period which coincides with the m)8(a)-6(xim)8(u)-5(m)8( soybean)]TJ 0.0009 Tc 0.0753 Tw 21.08 0 Td ( growth stage, the re)Tj 0.0003 Tc 0.0797 Tw 8.45 0 Td [(sults from)8( our study )]TJ 0.0007 Tc 0.0059 Tw -29.53 -1.15 Td (indicate that those retrievals )Tj -0.0003 Tc 0.0103 Tw 11.54 0 Td [(are closely related to the soybean)3( areas. Besides, their occurrence )]TJ 0.001 Tc 0.339 Tw -11.54 -1.15 Td [(appears)5( not to be)5( dire)5(ctly)6( re)5(lated)6( to an)6( eve)5(n)1(tual m)9(i)-1(sclassif)4(i)-1(ca)5(tion)6( in )]TJ /TT60 1 Tf 0.0002 Tc 0 Tw 30.91 0 Td (landcover)Tj /TT58 1 Tf -0.0018 Tc 0.3418 Tw 4 0 Td ( input. )Tj 0.0001 Tc 0.2549 Tw -34.91 -1.15 Td (Therefore, the Collection 4 MOD15A2 product )Tj 0.0006 Tc 0.2527 Tw 20.72 0 Td (is not suitable to )Tj -0.0001 Tc 7.855 0 Td [(m)8(o)-5(nitor LAI seasonal )]TJ 0.0002 Tc 0.0798 Tw -28.575 -1.15 Td [(changes over soybean areas. Thus, more effort )-2(must be foc)-6(used on validating the product in )]TJ -0.0002 Tw 0 -1.15 TD (further studies. )Tj /TT59 1 Tf 0 -2.16 TD (5. References )Tj /TT58 1 Tf -0.0012 Tc 0.2362 Tw 10.02 0 0 10.02 77.3717 478.0312 Tm [(Kn)-4(yazikh)-4(in, )6(Y.; Marton)-4(ch)-4(i)7(k)-4(, J.V.; Di)7(n)-4(er, )6(D. J.; Myn)-4(e)6(n)-4(i)]TJ -0.0005 Tc 0.2355 Tw [(, R. B.; )6(Verstraete, M. M)8(.)]TJ -0.0018 Tc 0.2368 Tw 35.2395 0 Td [(; Pin)-5(t)1(y, B.; )6(Go)-5(bro)-5(n)1(, N. )]TJ 0.0015 Tc 0.1677 Tw -35.2395 -1.1497 Td [(Est)4(i)-2(m)13(a)2(t)4(i)4(on of)5( )6(veget)4(a)2(t)4(i)4(o)5(n ca)8(n)5(opy)5( l)4(e)2(a)8(f)-1( a)8(r)-1(ea )6(i)4(nde)8(x a)8(n)5(d f)5(r)-1(ac)8(t)4(i)4(on )6(of)5( ab)5(so)5(rb)5(ed )6(ph)5(ot)10(osy)5(n)-1(t)4(h)5(et)4(i)4(cal)4(l)4(y)5( acti)4(v)-1(e ra)8(di)4(at)4(i)4(o)5(n)5( )]TJ 0.0014 Tc 0.0001 Tw 0 -1.1437 TD [(fr)5(om)13( atm)13(o)-2(sphe)8(re-c)8(or)5(rect)4(ed)4( M)4(I)-1(SR)4( )6(dat)4(a)2(, )]TJ /TT59 1 Tf 0.0016 Tc -0.0061 Tw 15.9341 0 Td [(J. G)7(e)2(oph)7(y)-1(s.)6( )-6(Re)8(s)]TJ /TT58 1 Tf 0.0026 Tc -0.0071 Tw [(.,)7( 10)6(3:)5( 32)6(2)6(39)6(-)6(32)6(25)6(6,)7( )-6(1)6(9)6(98a)9(. )]TJ 0.0018 Tc 0.1973 Tw -15.9341 -1.7485 Td [(Kny)5(azi)4(k)5(h)-1(i)4(n)5(, Y)5(.;)4( M)5(a)3(rt)4(onc)9(hi)4(k,)6( J. V.;)4( M)5(y)5(nen)5(i)4(, R)4(. B)4(.;)4( Di)4(ner, D. J.;)4( R)4(u)5(nn)5(i)4(ng, S)7(. )6(W)-6(. Sy)11(ner)6(g)-1(i)4(s)2(t)4(i)4(c)3( al)4(gor)6(i)4(t)4(h)-7(m)13( for )]TJ 0.0014 Tc 0.0899 Tw 0 -1.1497 TD [(est)4(i)-2(m)13(a)2(ti)4(ng ve)8(g)4(e)2(t)4(a)2(t)4(i)4(on cano)4(p)-2(y)10( l)4(eaf area i)4(nde)8(x an)4(d fract)4(i)4(o)4(n of ab)4(so)4(rbe)8(d)-2( p)4(h)4(o)-2(t)4(o)-2(sy)10(nt)4(het)4(i)4(cal)4(l)4(y)4( act)4(i)4(v)-2(e radi)4(at)4(ion f)5(r)5(o)-8(m)7( )]TJ 0.0004 Tc 0.0011 Tw 0 -1.1437 TD [(MODIS a)7(n)3(d M)9(I)-2(SR )6(data, )]TJ /TT59 1 Tf 0.0016 Tc -0.0061 Tw 10.006 0 Td [(J. G)7(e)2(oph)7(y)-1(s.)6( )-6(Re)8(s)]TJ /TT58 1 Tf 0.0025 Tc -0.007 Tw [(.,)7( 10)6(3:)5( 32)6(2)6(57)6(-)6(32)6(27)6(5,)7( )-6(1)6(9)6(98)6(b. )]TJ -0.0005 Tc 0.0619 Tw -10.006 -1.7485 Td [(Kn)-3(yazikh)-3(in, Y.; Glassy, J.; Priv)-3(ette, J. L.; Tian)-3(, Y.; Lo)]TJ -0.0008 Tc 0.0622 Tw 22.4311 0 Td [(tsch, A.; Zh)-4(an)-4(g, Y.; W)-9(a)6(ng)-4(, Y.; )6(Mo)-4(risette, J. T.; Vo)-4(tav)-4(a)6(, )]TJ 0.002 Tc 0.3588 Tw -22.4311 -1.1497 Td [(P.;)4( M)5(y)5(ne)9(ni)4(, )6(R)4(.)1(B)4(.)1(;)4( )6(Nem)13(a)-3(ni)4(, R)4(.)7( R)4(.)1(;)4( R)10(u)5(nni)10(ng)5(, S)7(.)1( )6(W.)7( M)5(O)6(DIS)7( Lea)9(f )6(Area)9( I)6(nde)9(x)5( \(L)8(AI)6(\) a)9(n)5(d )6(Fract)4(i)4(o)5(n )6(of)6( )]TJ 0.0016 Tc 0.0538 Tw 0 -1.1437 TD [(Ph)5(ot)4(osy)11(n)-1(t)4(h)-1(et)4(i)4(cal)4(l)4(y)5( Act)4(i)4(v)-1(e R)4(a)-4(di)4(at)4(i)4(on A)5(b)-1(s)8(o)-1(r)5(b)5(ed by)5( Ve)8(get)4(a)2(t)4(i)4(on \()5(F)1(P)7(A)-1(R)4(\))-1( Pr)5(od)5(uct)4( \(M)5(O)5(D)5(1)5(5\) Al)10(go)5(ri)4(t)4(h)-1(m)13( )-6(The)8(o)-1(ret)4(i)4(cal)4( )]TJ 0 Tc 0.0015 Tw 0 -1.1497 TD [(Basis Docum)11(e)1(nt, )]TJ /TT60 1 Tf 0.0016 Tc 0 Tw 7.0719 0 Td [(e)8(o)-1(s)8(p)-1(so)5(.g)5(sf)4(c.)6(nas)8(a.)6(g)5(o)-1(v/)4(at)10(bd/)10(mo)5(di)4(st)4(a)5(b)-1(l)4(e)2(s.)6(ht)4(ml)]TJ /TT58 1 Tf 0.0008 Tc -0.0053 Tw 17.515 0 Td (, 1999. )Tj -0.0007 Tc 0.0381 Tw -24.5868 -1.7425 Td [(Myn)-4(en)-4(i)2(, R.B.; )6(Hoffm)11(an)-4(, S.; )6(Kn)-4(yazikh)-4(in, Y.; Priv)-4(ette, J.L.)5(; Glassy, J.; Tian)-4(, Y.; )6(W)-9(a)6(n)-4(g)2(, )6(Y.; Song)-4(, )6(X.; Zh)-4(an)-4(g, Y.; )]TJ 0.0015 Tc 0.0659 Tw 0 -1.1497 TD [(Sm)7(i)4(t)4(h)-1(, G.R)4(.;)4( Lot)4(s)1(ch)5(, A.;)4( Fri)4(e)8(dl)4(, M)4(.;)4( M)4(o)-1(ri)4(se)8(t)4(t)4(e)2(, J.T.;)4( Vot)4(a)2(v)5(a)2(, P.;)4( Nem)13(a)2(ni)4(, R)4(.R)4(.;)4( R)4(unni)10(n)5(g)-1(, S.)6(W. )6(Gl)4(o)5(b)-1(al)4( pro)5(d)5(u)-1(ct)4(s)7( )]TJ 0.002 Tc 0.0115 Tw 0 -1.1497 TD [(of)6( ve)9(get)4(a)3(t)4(i)4(o)-1(n)5( l)4(eaf are)9(a)3( a)9(n)-1(d)5( f)6(r)6(act)4(i)4(on a)9(b)-1(s)8(o)-1(r)6(b)-1(e)9(d)-1( P)7(AR)4( )6(fr)6(om)13( y)5(e)-3(ar )6(one)9( o)5(f M)11(O)6(DIS)7( )6(dat)4(a)]TJ /TT60 1 Tf 0 Tc 0 Tw 32.4371 0 Td ( )Tj /TT59 1 Tf 0.0003 Tc 0.0132 Tw 0.2635 0 Td [(Rem)7(o)-3(te)7( Sensin)6(g E)9(nviron)]TJ /TT60 1 Tf 0 Tc 0 Tw 10.5629 0 Td (.)Tj /TT58 1 Tf -0.0038 Tc 0.0173 Tw 0.2515 0 Td [(, 91)-7(,)7( )]TJ -0.0026 Tc -0.0019 Tw -43.515 -1.1437 Td [(1)-6(14-)-5(127)-6(, 20)-6(02)-6(. )-6( )]TJ 0.0014 Tc 0.0121 Tw 0 -1.7485 TD [(M)4(y)4(neni)4(, )-6(R)4(.;)4( K)5(n)-2(y)4(azi)4(khi)10(n, Y.;)4( Gl)4(assy)4(, )-6(J.;)4( Vot)10(a)2(va, P.;)4( )-6(S)7(h)]TJ 0.0012 Tc 0.0123 Tw [(aba)8(n)-2(o)4(v)-2(, N.)6( )-6(Use)8(r)-1(')8(s)1( )-6(Gui)10(d)-2(e )-6(FP)7(AR, LAI \(ES)7(D)-1(T: M)4(O)-1(D)5(1)-2(5)4(A)5(2\))11( )]TJ -0.0019 Tc 0.0034 Tw 0 -1.1497 TD [(8)-5(-)2(d)-5(a)-1(y Co)-5(m)10(p)-5(o)-5(s)-2(i)7(t)1(e N)-4(A)2(SA MOD)-4(I)-4(S Lan)-5(d)1( A)-4(l)7(go)-5(r)-4(ith)-5(m)10(.)-3( p)-5(.)3( 1-)-4(17. 200)-5(3. )]TJ -0.0007 Tc 0.0022 Tw 0 -1.7425 TD (Rizzi, R. )Tj /TT59 1 Tf 0.0003 Tc 0.0012 Tw 3.7725 0 Td [(Geotecnologias em um sistema de estimati)9(va da produ\347)7(\343o de)7( soja)]TJ /TT58 1 Tf 0.0017 Tc -0.0002 Tw 27.7485 0 Td [(:)4( est)4(u)-1(d)5(o)-1( d)5(e)2( caso no R)4(i)4(o )6(Gra)8(n)5(de do)11( )]TJ -0.001 Tc 0.0684 Tw -31.521 -1.1497 Td [(Su)-4(l. 200)-4(4-0)-4(4)2(-30)-4(.)-2( \(INPE--TDI/\). Tese )1(\(Dou)-4(t)7(o)-4(rado)-4( em Sen)-4(s)5(o)-4(r)-3(iam)10(en)-4(t)1(o)-4( Rem)10(o)-4(to)-4(\) - In)-4(stituto)-4( Nacion)-4(al d)-4(e)6( Pesqu)-4(i)1(sas )]TJ ET endstream endobj 298 0 obj 14865 endobj 299 0 obj << /Length 300 0 R >> stream 1 0 0 1 -1.9608 396.0816 cm /CS44 cs 0.749 0.749 0.749 sc 1 i /RelativeColorimetric ri /GS44 gs 190.56 301.16 235.08 -140.04 re f q 190.56 175.1 235.08 0.06 re W n /CS44 CS 0 0 0 SC 0.06 w 10 M 1 j 1 J []0 d 190.56 175.16 m 425.64 175.16 l S Q q 190.56 189.08 235.08 0.06 re W n /CS44 CS 0 0 0 SC 0.06 w 10 M 1 j 1 J []0 d 190.56 189.14 m 425.64 189.14 l S Q q 190.56 203.06 235.08 0.06 re W n /CS44 CS 0 0 0 SC 0.06 w 10 M 1 j 1 J []0 d 190.56 203.12 m 425.64 203.12 l S Q q 190.56 217.04 235.08 0.06 re W n /CS44 CS 0 0 0 SC 0.06 w 10 M 1 j 1 J []0 d 190.56 217.1 m 425.64 217.1 l S Q q 190.56 231.02 235.08 0.06 re W n /CS44 CS 0 0 0 SC 0.06 w 10 M 1 j 1 J []0 d 190.56 231.08 m 425.64 231.08 l S Q q 190.56 245.12 235.08 0.06 re W n /CS44 CS 0 0 0 SC 0.06 w 10 M 1 j 1 J []0 d 190.56 245.18 m 425.64 245.18 l S Q q 190.56 259.1 235.08 0.06 re W n /CS44 CS 0 0 0 SC 0.06 w 10 M 1 j 1 J []0 d 190.56 259.16 m 425.64 259.16 l S Q q 190.56 273.14 235.08 0.06 re W n /CS44 CS 0 0 0 SC 0.06 w 10 M 1 j 1 J []0 d 190.56 273.2 m 425.64 273.2 l S Q q 190.56 287.12 235.08 0.06 re W n /CS44 CS 0 0 0 SC 0.06 w 10 M 1 j 1 J []0 d 190.56 287.18 m 425.64 287.18 l S Q q 190.56 301.1 235.08 0.06 re W n /CS44 CS 0 0 0 SC 0.06 w 10 M 1 j 1 J []0 d 190.56 301.16 m 425.64 301.16 l S Q /CS44 CS 0.502 0.502 0.502 SC 0.387 w 10 M 1 j 1 J []0 d 190.56 301.16 235.08 -140.04 re S q 196.68 161.18 9.24 32.4 re W n 0.6 0.6 1 sc 0 0 0 SC 196.98 193.28 8.58 -32.16 re B* Q q 218.04 161.18 9.18 46.32 re W n 0.6 0.6 1 sc 0 0 0 SC 218.34 207.2 8.52 -46.08 re B* Q q 239.4 161.18 9.24 58.98 re W n 0.6 0.6 1 sc 0 0 0 SC 239.7 219.86 8.58 -58.74 re B* Q q 260.82 161.18 9.12 70.2 re W n 0.6 0.6 1 sc 0 0 0 SC 261.12 231.08 8.46 -69.96 re B* Q q 282.12 161.18 9.24 81.42 re W n 0.6 0.6 1 sc 0 0 0 SC 282.42 242.3 8.58 -81.18 re B* Q q 303.54 161.18 9.12 88.2 re W n 0.6 0.6 1 sc 0 0 0 SC 303.84 249.08 8.46 -87.96 re B* Q q 324.84 161.18 9.24 94.92 re W n 0.6 0.6 1 sc 0 0 0 SC 325.14 255.8 8.58 -94.68 re B* Q q 346.26 161.18 9.12 101.04 re W n 0.6 0.6 1 sc 0 0 0 SC 346.56 261.92 8.46 -100.8 re B* Q q 367.56 161.18 9.24 105.42 re W n 0.6 0.6 1 sc 0 0 0 SC 367.86 266.3 8.58 -105.18 re B* Q q 388.98 161.18 9.12 105.12 re W n 0.6 0.6 1 sc 0 0 0 SC 389.28 266 8.46 -104.88 re B* Q q 410.28 161.18 9.24 104.16 re W n 0.6 0.6 1 sc 0 0 0 SC 410.58 265.04 8.58 -103.92 re B* Q 0.6 0.216 0.4 sc 0 0 0 SC 196.98 266.3 8.58 -73.02 re B* 218.34 274.04 8.52 -66.84 re B* 239.7 278.3 8.58 -58.44 re B* 261.12 282.38 8.46 -51.3 re B* 282.42 284.24 8.58 -41.94 re B* 303.84 285.02 8.46 -35.94 re B* 325.14 285.8 8.58 -30 re B* 346.56 285.8 8.46 -23.88 re B* 367.86 285.44 8.58 -19.14 re B* 389.28 281.72 8.46 -15.72 re B* 410.58 274.46 8.58 -9.42 re B* 1 1 0.796 sc 196.98 277.76 8.58 -11.46 re B* 218.34 284.24 8.52 -10.2 re B* 239.7 287.36 8.58 -9.06 re B* 261.12 289.88 8.46 -7.5 re B* 282.42 291.32 8.58 -7.08 re B* 303.84 292.34 8.46 -7.32 re B* 325.14 293.48 8.58 -7.68 re B* 346.56 294.26 8.46 -8.46 re B* 367.86 295.88 8.58 -10.44 re B* 389.28 296.96 8.46 -15.24 re B* 410.58 299.6 8.58 -25.14 re B* 0.796 1 1 sc 196.98 295.82 8.58 -18.06 re B* 218.34 296.9 8.52 -12.66 re B* 239.7 297.92 8.58 -10.56 re B* 261.12 298.34 8.46 -8.46 re B* 282.42 299.12 8.58 -7.8 re B* 303.84 299.48 8.46 -7.14 re B* 325.14 299.78 8.58 -6.3 re B* 346.56 299.9 8.46 -5.64 re B* 367.86 300.38 8.58 -4.5 re B* 389.28 300.38 8.46 -3.42 re B* 410.58 301.16 8.58 -1.56 re B* 0.4 0 0.4 sc 196.98 300.5 8.58 -4.68 re B* 218.34 300.68 8.52 -3.78 re B* 239.7 300.74 8.58 -2.82 re B* 261.12 300.86 8.46 -2.52 re B* 282.42 300.86 8.58 -1.74 re B* 303.84 300.86 8.46 -1.38 re B* 325.14 300.98 8.58 -1.2 re B* 346.56 300.86 8.46 -0.96 re B* 367.86 300.86 8.58 -0.48 re B* 389.28 300.98 8.46 -0.6 re B* 1 0.502 0.502 sc 196.98 301.16 8.58 -0.66 re B* 218.34 301.16 8.52 -0.48 re B* 239.7 301.16 8.58 -0.42 re B* 261.12 301.16 8.46 -0.3 re B* 282.42 301.16 8.58 -0.3 re B* 303.84 301.16 8.46 -0.3 re B* 325.14 301.16 8.58 -0.18 re B* 346.56 301.16 8.46 -0.3 re B* 367.86 301.16 8.58 -0.3 re B* 389.28 301.16 8.46 -0.18 re B* 0.06 w 190.56 301.16 m 190.56 161.12 l 188.94 161.12 m 190.56 161.12 l 188.94 175.16 m 190.56 175.16 l 188.94 189.14 m 190.56 189.14 l 188.94 203.12 m 190.56 203.12 l 188.94 217.1 m 190.56 217.1 l 188.94 231.08 m 190.56 231.08 l 188.94 245.18 m 190.56 245.18 l 188.94 259.16 m 190.56 259.16 l 188.94 273.2 m 190.56 273.2 l 188.94 287.18 m 190.56 287.18 l 188.94 301.16 m 190.56 301.16 l 190.56 161.12 m 425.64 161.12 l 190.56 159.5 m 190.56 161.12 l 211.98 159.5 m 211.98 161.12 l 233.34 159.5 m 233.34 161.12 l 254.7 159.5 m 254.7 161.12 l 276.06 159.5 m 276.06 161.12 l 297.48 159.5 m 297.48 161.12 l 318.78 159.5 m 318.78 161.12 l 340.2 159.5 m 340.2 161.12 l 361.5 159.5 m 361.5 161.12 l 382.92 159.5 m 382.92 161.12 l 404.22 159.5 m 404.22 161.12 l 425.64 159.5 m 425.64 161.12 l S 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT61 1 Tf 5.3435 0 0 5.3435 181.9992 555.5219 Tm (0)Tj 0.0053 Tc -0.5053 2.6162 Td (10)Tj 0 2.6275 TD (20)Tj 0 2.6162 TD (30)Tj 0 2.6162 TD (40)Tj T* (50)Tj 0 2.6387 TD (60)Tj 0 2.6162 TD (70)Tj 0 2.6162 TD (80)Tj 0 2.6275 TD (90)Tj -0.5053 2.6162 Td (100)Tj 0.0029 Tw 2.5601 -27.6783 Td [(>)8( )11(0 -)13( )11(10 )-842(10 -)13( )11(20)-1156(20 -)24( 30)-1134(30 -)13( )11(40)-1156(40 -)13( )11(50)-1156(50 )11(-)13( 60)-1134(60 -)13( )11(70)-1156(70 -)24( 80)-1134(80 -)13( )11(90)-909(90 )11(-)13( 100)-1549(100)]TJ -0.003 Tc 0.0091 Tw 7.9669 0 0 7.9669 249.5592 533.5619 Tm [(Perc)12(entag)15(e)4( of)6( soy)8(be)12(a)4(n in th)8(e pixel)]TJ -0.0025 Tc 0.0086 Tw 0 7.9669 -7.9669 0 170.7192 584.8019 Tm [(R)-6(e)-3(lati)-11(ve F)-11(r)-1(equ)-7(e)5(ncy,)-9( in)-7( % .)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 1 1 1 sc 182.58 315.56 244.32 -10.68 re f 0.6 0.6 1 sc 0.387 w 0 j 186.06 308.3 3.42 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT61 1 Tf 0.0011 Tc 0.0044 Tw 5.6351 0 0 5.6351 188.8992 704.322 Tm [(B)19(r)4(oa)8(dl)23(eaf)25( c)8(r)4(op)11(s)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 0.6 0.216 0.4 sc 232.44 308.3 3.42 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT61 1 Tf -0.0209 Tc 0 Tw 5.6351 0 0 5.6351 235.2792 704.322 Tm [(S)-18(a)-24(va)-24(nna)-14(h)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 1 1 0.796 sc 264.84 308.3 3.42 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT61 1 Tf 0.0039 Tc 5.6351 0 0 5.6351 267.7392 704.322 Tm [(G)13(r)7(a)11(sses/)5(ce)11(r)7(eal)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 0.796 1 1 sc 308.28 308.3 3.36 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT61 1 Tf -0.0242 Tc 0.0297 Tw 5.6351 0 0 5.6351 311.1192 704.322 Tm [(B)-7(r)-21(o)-14(a)-27(d)-25(l)-2(e)-17(a)-28(f fo)-25(r)-11(e)-28(s)-29(t)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 0.4 0 0.4 sc 355.14 308.3 3.42 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT61 1 Tf -0.0011 Tc 0 Tw 5.6351 0 0 5.6351 357.9792 704.322 Tm [(Sh)20(r)13(u)20(bs)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 1 0.502 0.502 sc 381.48 308.3 3.36 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT61 1 Tf 0.0036 Tc 0.0019 Tw 5.6351 0 0 5.6351 384.3192 704.322 Tm [(N)12(eedl)26(el)26(e)11(af)28( f)28(o)3(r)17(est)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 160.98 322.04 0.48 -0.48 re f 160.98 322.04 273.42 -0.48 re f 433.92 322.04 0.48 -0.48 re f 160.98 321.56 0.48 -190.14 re f 433.92 321.56 0.48 -190.14 re f 160.98 131.42 0.48 -0.48 re f 160.98 131.42 273.42 -0.48 re f 433.92 131.42 0.48 -0.48 re f 1 0 0 1 1.9608 -396.0816 cm BT /TT61 1 Tf 0 Tc 0 Tw 12 0 0 12 432.4392 527.0219 Tm ( )Tj -30.29 -0.925 Td ( )Tj /TT62 1 Tf 0.0005 Tc -0.0005 Tw 0 -1.15 TD (Figure 5)Tj /TT61 1 Tf 0.0004 Tc -0.0004 Tw 3.585 0 Td [(: R)7(e)-1(lative frequency \(%\) of biom)8(e-type )]TJ 0.0001 Tc -0.0001 Tw 15.99 0 Td (by percentage of soybean in the pixel. )Tj 0 Tc 0 Tw -19.575 -1.15 Td ( )Tj /TT62 1 Tf 0 -1.16 TD ( )Tj 0 g ET /GS45 gs BT /T1_22 9 Tf 1 0 0 1 289.994 28.8 Tm (259)Tj /CS44 cs 0 0 0 sc ET /GS44 gs BT /TT62 1 Tf 12 0 0 12 77.3717 638.0512 Tm (4. Conclusion )Tj /TT61 1 Tf -0.0002 Tc 0.0392 Tw 0 -1.64 TD [(Since the high relative f)8(r)-2(equency of )]TJ /TT63 1 Tf 0.0385 Tw 14.775 0 Td (Standard fill value 255)Tj /TT61 1 Tf 0.0011 Tc 0.0364 Tw 9.31 0 Td [( r)4(etr)4(ievals in)6( )]TJ /TT63 1 Tf 0.0004 Tc 0.0396 Tw 5.355 0 Td (Collection 4)Tj /TT61 1 Tf 0 Tc 0 Tw 4.955 0 Td ( )Tj /TT63 1 Tf -0.0001 Tc 0.29 0 Td (MODIS )Tj -0.001 Tc -34.685 -1.15 Td (LAI)Tj /TT61 1 Tf -0.0004 Tc 0.0854 Tw 1.5 0 Td ( product \(MOD15A2\) occurs for pixels with )Tj 0.0853 Tw (high soybean percentage)Tj 0.0004 Tc 0.0821 Tw 28.6 0 Td (, only in a specific )Tj 0.0002 Tc 0.0789 Tw -30.1 -1.15 Td [(period which coincides with the m)8(a)-6(xim)8(u)-5(m)8( soybean)]TJ 0.0009 Tc 0.0753 Tw 21.08 0 Td ( growth stage, the re)Tj 0.0003 Tc 0.0797 Tw 8.45 0 Td [(sults from)8( our study )]TJ 0.0007 Tc 0.0059 Tw -29.53 -1.15 Td (indicate that those retrievals )Tj -0.0003 Tc 0.0103 Tw 11.54 0 Td [(are closely related to the soybean)3( areas. Besides, their occurrence )]TJ 0.001 Tc 0.339 Tw -11.54 -1.15 Td [(appears)5( not to be)5( dire)5(ctly)6( re)5(lated)6( to an)6( eve)5(n)1(tual m)9(i)-1(sclassif)4(i)-1(ca)5(tion)6( in )]TJ /TT63 1 Tf 0.0002 Tc 0 Tw 30.91 0 Td (landcover)Tj /TT61 1 Tf -0.0018 Tc 0.3418 Tw 4 0 Td ( input. )Tj 0.0001 Tc 0.2549 Tw -34.91 -1.15 Td (Therefore, the Collection 4 MOD15A2 product )Tj 0.0006 Tc 0.2527 Tw 20.72 0 Td (is not suitable to )Tj -0.0001 Tc 7.855 0 Td [(m)8(o)-5(nitor LAI seasonal )]TJ 0.0002 Tc 0.0798 Tw -28.575 -1.15 Td [(changes over soybean areas. Thus, more effort )-2(must be foc)-6(used on validating the product in )]TJ -0.0002 Tw 0 -1.15 TD (further studies. )Tj /TT62 1 Tf 0 -2.16 TD (5. References )Tj /TT61 1 Tf -0.0012 Tc 0.2362 Tw 10.02 0 0 10.02 77.3717 478.0312 Tm [(Kn)-4(yazikh)-4(in, )6(Y.; Marton)-4(ch)-4(i)7(k)-4(, J.V.; Di)7(n)-4(er, )6(D. J.; Myn)-4(e)6(n)-4(i)]TJ -0.0005 Tc 0.2355 Tw [(, R. B.; )6(Verstraete, M. M)8(.)]TJ -0.0018 Tc 0.2368 Tw 35.2395 0 Td [(; Pin)-5(t)1(y, B.; )6(Go)-5(bro)-5(n)1(, N. )]TJ 0.0015 Tc 0.1677 Tw -35.2395 -1.1497 Td [(Est)4(i)-2(m)13(a)2(t)4(i)4(on of)5( )6(veget)4(a)2(t)4(i)4(o)5(n ca)8(n)5(opy)5( l)4(e)2(a)8(f)-1( a)8(r)-1(ea )6(i)4(nde)8(x a)8(n)5(d f)5(r)-1(ac)8(t)4(i)4(on )6(of)5( ab)5(so)5(rb)5(ed )6(ph)5(ot)10(osy)5(n)-1(t)4(h)5(et)4(i)4(cal)4(l)4(y)5( acti)4(v)-1(e ra)8(di)4(at)4(i)4(o)5(n)5( )]TJ 0.0014 Tc 0.0001 Tw 0 -1.1437 TD [(fr)5(om)13( atm)13(o)-2(sphe)8(re-c)8(or)5(rect)4(ed)4( M)4(I)-1(SR)4( )6(dat)4(a)2(, )]TJ /TT62 1 Tf 0.0016 Tc -0.0061 Tw 15.9341 0 Td [(J. G)7(e)2(oph)7(y)-1(s.)6( )-6(Re)8(s)]TJ /TT61 1 Tf 0.0026 Tc -0.0071 Tw [(.,)7( 10)6(3:)5( 32)6(2)6(39)6(-)6(32)6(25)6(6,)7( )-6(1)6(9)6(98a)9(. )]TJ 0.0018 Tc 0.1973 Tw -15.9341 -1.7485 Td [(Kny)5(azi)4(k)5(h)-1(i)4(n)5(, Y)5(.;)4( M)5(a)3(rt)4(onc)9(hi)4(k,)6( J. V.;)4( M)5(y)5(nen)5(i)4(, R)4(. B)4(.;)4( Di)4(ner, D. J.;)4( R)4(u)5(nn)5(i)4(ng, S)7(. )6(W)-6(. Sy)11(ner)6(g)-1(i)4(s)2(t)4(i)4(c)3( al)4(gor)6(i)4(t)4(h)-7(m)13( for )]TJ 0.0014 Tc 0.0899 Tw 0 -1.1497 TD [(est)4(i)-2(m)13(a)2(ti)4(ng ve)8(g)4(e)2(t)4(a)2(t)4(i)4(on cano)4(p)-2(y)10( l)4(eaf area i)4(nde)8(x an)4(d fract)4(i)4(o)4(n of ab)4(so)4(rbe)8(d)-2( p)4(h)4(o)-2(t)4(o)-2(sy)10(nt)4(het)4(i)4(cal)4(l)4(y)4( act)4(i)4(v)-2(e radi)4(at)4(ion f)5(r)5(o)-8(m)7( )]TJ 0.0004 Tc 0.0011 Tw 0 -1.1437 TD [(MODIS a)7(n)3(d M)9(I)-2(SR )6(data, )]TJ /TT62 1 Tf 0.0016 Tc -0.0061 Tw 10.006 0 Td [(J. G)7(e)2(oph)7(y)-1(s.)6( )-6(Re)8(s)]TJ /TT61 1 Tf 0.0025 Tc -0.007 Tw [(.,)7( 10)6(3:)5( 32)6(2)6(57)6(-)6(32)6(27)6(5,)7( )-6(1)6(9)6(98)6(b. )]TJ -0.0005 Tc 0.0619 Tw -10.006 -1.7485 Td [(Kn)-3(yazikh)-3(in, Y.; Glassy, J.; Priv)-3(ette, J. L.; Tian)-3(, Y.; Lo)]TJ -0.0008 Tc 0.0622 Tw 22.4311 0 Td [(tsch, A.; Zh)-4(an)-4(g, Y.; W)-9(a)6(ng)-4(, Y.; )6(Mo)-4(risette, J. T.; Vo)-4(tav)-4(a)6(, )]TJ 0.002 Tc 0.3588 Tw -22.4311 -1.1497 Td [(P.;)4( M)5(y)5(ne)9(ni)4(, )6(R)4(.)1(B)4(.)1(;)4( )6(Nem)13(a)-3(ni)4(, R)4(.)7( R)4(.)1(;)4( R)10(u)5(nni)10(ng)5(, S)7(.)1( )6(W.)7( M)5(O)6(DIS)7( Lea)9(f )6(Area)9( I)6(nde)9(x)5( \(L)8(AI)6(\) a)9(n)5(d )6(Fract)4(i)4(o)5(n )6(of)6( )]TJ 0.0016 Tc 0.0538 Tw 0 -1.1437 TD [(Ph)5(ot)4(osy)11(n)-1(t)4(h)-1(et)4(i)4(cal)4(l)4(y)5( Act)4(i)4(v)-1(e R)4(a)-4(di)4(at)4(i)4(on A)5(b)-1(s)8(o)-1(r)5(b)5(ed by)5( Ve)8(get)4(a)2(t)4(i)4(on \()5(F)1(P)7(A)-1(R)4(\))-1( Pr)5(od)5(uct)4( \(M)5(O)5(D)5(1)5(5\) Al)10(go)5(ri)4(t)4(h)-1(m)13( )-6(The)8(o)-1(ret)4(i)4(cal)4( )]TJ 0 Tc 0.0015 Tw 0 -1.1497 TD [(Basis Docum)11(e)1(nt, )]TJ /TT63 1 Tf 0.0016 Tc 0 Tw 7.0719 0 Td [(e)8(o)-1(s)8(p)-1(so)5(.g)5(sf)4(c.)6(nas)8(a.)6(g)5(o)-1(v/)4(at)10(bd/)10(mo)5(di)4(st)4(a)5(b)-1(l)4(e)2(s.)6(ht)4(ml)]TJ /TT61 1 Tf 0.0008 Tc -0.0053 Tw 17.515 0 Td (, 1999. )Tj -0.0007 Tc 0.0381 Tw -24.5868 -1.7425 Td [(Myn)-4(en)-4(i)2(, R.B.; )6(Hoffm)11(an)-4(, S.; )6(Kn)-4(yazikh)-4(in, Y.; Priv)-4(ette, J.L.)5(; Glassy, J.; Tian)-4(, Y.; )6(W)-9(a)6(n)-4(g)2(, )6(Y.; Song)-4(, )6(X.; Zh)-4(an)-4(g, Y.; )]TJ 0.0015 Tc 0.0659 Tw 0 -1.1497 TD [(Sm)7(i)4(t)4(h)-1(, G.R)4(.;)4( Lot)4(s)1(ch)5(, A.;)4( Fri)4(e)8(dl)4(, M)4(.;)4( M)4(o)-1(ri)4(se)8(t)4(t)4(e)2(, J.T.;)4( Vot)4(a)2(v)5(a)2(, P.;)4( Nem)13(a)2(ni)4(, R)4(.R)4(.;)4( R)4(unni)10(n)5(g)-1(, S.)6(W. )6(Gl)4(o)5(b)-1(al)4( pro)5(d)5(u)-1(ct)4(s)7( )]TJ 0.002 Tc 0.0115 Tw 0 -1.1497 TD [(of)6( ve)9(get)4(a)3(t)4(i)4(o)-1(n)5( l)4(eaf are)9(a)3( a)9(n)-1(d)5( f)6(r)6(act)4(i)4(on a)9(b)-1(s)8(o)-1(r)6(b)-1(e)9(d)-1( P)7(AR)4( )6(fr)6(om)13( y)5(e)-3(ar )6(one)9( o)5(f M)11(O)6(DIS)7( )6(dat)4(a)]TJ /TT63 1 Tf 0 Tc 0 Tw 32.4371 0 Td ( )Tj /TT62 1 Tf 0.0003 Tc 0.0132 Tw 0.2635 0 Td [(Rem)7(o)-3(te)7( Sensin)6(g E)9(nviron)]TJ /TT63 1 Tf 0 Tc 0 Tw 10.5629 0 Td (.)Tj /TT61 1 Tf -0.0038 Tc 0.0173 Tw 0.2515 0 Td [(, 91)-7(,)7( )]TJ -0.0026 Tc -0.0019 Tw -43.515 -1.1437 Td [(1)-6(14-)-5(127)-6(, 20)-6(02)-6(. )-6( )]TJ 0.0014 Tc 0.0121 Tw 0 -1.7485 TD [(M)4(y)4(neni)4(, )-6(R)4(.;)4( K)5(n)-2(y)4(azi)4(khi)10(n, Y.;)4( Gl)4(assy)4(, )-6(J.;)4( Vot)10(a)2(va, P.;)4( )-6(S)7(h)]TJ 0.0012 Tc 0.0123 Tw [(aba)8(n)-2(o)4(v)-2(, N.)6( )-6(Use)8(r)-1(')8(s)1( )-6(Gui)10(d)-2(e )-6(FP)7(AR, LAI \(ES)7(D)-1(T: M)4(O)-1(D)5(1)-2(5)4(A)5(2\))11( )]TJ -0.0019 Tc 0.0034 Tw 0 -1.1497 TD [(8)-5(-)2(d)-5(a)-1(y Co)-5(m)10(p)-5(o)-5(s)-2(i)7(t)1(e N)-4(A)2(SA MOD)-4(I)-4(S Lan)-5(d)1( A)-4(l)7(go)-5(r)-4(ith)-5(m)10(.)-3( p)-5(.)3( 1-)-4(17. 200)-5(3. )]TJ -0.0007 Tc 0.0022 Tw 0 -1.7425 TD (Rizzi, R. )Tj /TT62 1 Tf 0.0003 Tc 0.0012 Tw 3.7725 0 Td [(Geotecnologias em um sistema de estimati)9(va da produ\347)7(\343o de)7( soja)]TJ /TT61 1 Tf 0.0017 Tc -0.0002 Tw 27.7485 0 Td [(:)4( est)4(u)-1(d)5(o)-1( d)5(e)2( caso no R)4(i)4(o )6(Gra)8(n)5(de do)11( )]TJ ET endstream endobj 300 0 obj 14600 endobj 301 0 obj << /Length 302 0 R >> stream 1 0 0 1 -1.9608 396.0816 cm /CS46 cs 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301.16 8.46 -0.18 re B* 0.06 w 190.56 301.16 m 190.56 161.12 l 188.94 161.12 m 190.56 161.12 l 188.94 175.16 m 190.56 175.16 l 188.94 189.14 m 190.56 189.14 l 188.94 203.12 m 190.56 203.12 l 188.94 217.1 m 190.56 217.1 l 188.94 231.08 m 190.56 231.08 l 188.94 245.18 m 190.56 245.18 l 188.94 259.16 m 190.56 259.16 l 188.94 273.2 m 190.56 273.2 l 188.94 287.18 m 190.56 287.18 l 188.94 301.16 m 190.56 301.16 l 190.56 161.12 m 425.64 161.12 l 190.56 159.5 m 190.56 161.12 l 211.98 159.5 m 211.98 161.12 l 233.34 159.5 m 233.34 161.12 l 254.7 159.5 m 254.7 161.12 l 276.06 159.5 m 276.06 161.12 l 297.48 159.5 m 297.48 161.12 l 318.78 159.5 m 318.78 161.12 l 340.2 159.5 m 340.2 161.12 l 361.5 159.5 m 361.5 161.12 l 382.92 159.5 m 382.92 161.12 l 404.22 159.5 m 404.22 161.12 l 425.64 159.5 m 425.64 161.12 l S 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT64 1 Tf 5.3435 0 0 5.3435 181.9992 555.5219 Tm (0)Tj 0.0053 Tc -0.5053 2.6162 Td (10)Tj 0 2.6275 TD (20)Tj 0 2.6162 TD (30)Tj 0 2.6162 TD (40)Tj T* (50)Tj 0 2.6387 TD (60)Tj 0 2.6162 TD (70)Tj 0 2.6162 TD (80)Tj 0 2.6275 TD (90)Tj -0.5053 2.6162 Td (100)Tj 0.0029 Tw 2.5601 -27.6783 Td [(>)8( )11(0 -)13( )11(10 )-842(10 -)13( )11(20)-1156(20 -)24( 30)-1134(30 -)13( )11(40)-1156(40 -)13( )11(50)-1156(50 )11(-)13( 60)-1134(60 -)13( )11(70)-1156(70 -)24( 80)-1134(80 -)13( )11(90)-909(90 )11(-)13( 100)-1549(100)]TJ -0.003 Tc 0.0091 Tw 7.9669 0 0 7.9669 249.5592 533.5619 Tm [(Perc)12(entag)15(e)4( of)6( soy)8(be)12(a)4(n in th)8(e pixel)]TJ -0.0025 Tc 0.0086 Tw 0 7.9669 -7.9669 0 170.7192 584.8019 Tm [(R)-6(e)-3(lati)-11(ve F)-11(r)-1(equ)-7(e)5(ncy,)-9( in)-7( % .)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 1 1 1 sc 182.58 315.56 244.32 -10.68 re f 0.6 0.6 1 sc 0.387 w 0 j 186.06 308.3 3.42 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT64 1 Tf 0.0011 Tc 0.0044 Tw 5.6351 0 0 5.6351 188.8992 704.322 Tm [(B)19(r)4(oa)8(dl)23(eaf)25( c)8(r)4(op)11(s)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 0.6 0.216 0.4 sc 232.44 308.3 3.42 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT64 1 Tf -0.0209 Tc 0 Tw 5.6351 0 0 5.6351 235.2792 704.322 Tm [(S)-18(a)-24(va)-24(nna)-14(h)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 1 1 0.796 sc 264.84 308.3 3.42 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT64 1 Tf 0.0039 Tc 5.6351 0 0 5.6351 267.7392 704.322 Tm [(G)13(r)7(a)11(sses/)5(ce)11(r)7(eal)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 0.796 1 1 sc 308.28 308.3 3.36 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT64 1 Tf -0.0242 Tc 0.0297 Tw 5.6351 0 0 5.6351 311.1192 704.322 Tm [(B)-7(r)-21(o)-14(a)-27(d)-25(l)-2(e)-17(a)-28(f fo)-25(r)-11(e)-28(s)-29(t)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 0.4 0 0.4 sc 355.14 308.3 3.42 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT64 1 Tf -0.0011 Tc 0 Tw 5.6351 0 0 5.6351 357.9792 704.322 Tm [(Sh)20(r)13(u)20(bs)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 1 0.502 0.502 sc 381.48 308.3 3.36 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT64 1 Tf 0.0036 Tc 0.0019 Tw 5.6351 0 0 5.6351 384.3192 704.322 Tm [(N)12(eedl)26(el)26(e)11(af)28( f)28(o)3(r)17(est)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 160.98 322.04 0.48 -0.48 re f 160.98 322.04 273.42 -0.48 re f 433.92 322.04 0.48 -0.48 re f 160.98 321.56 0.48 -190.14 re f 433.92 321.56 0.48 -190.14 re f 160.98 131.42 0.48 -0.48 re f 160.98 131.42 273.42 -0.48 re f 433.92 131.42 0.48 -0.48 re f 1 0 0 1 1.9608 -396.0816 cm BT /TT64 1 Tf 0 Tc 0 Tw 12 0 0 12 432.4392 527.0219 Tm ( )Tj -30.29 -0.925 Td ( )Tj /TT65 1 Tf 0.0005 Tc -0.0005 Tw 0 -1.15 TD (Figure 5)Tj /TT64 1 Tf 0.0004 Tc -0.0004 Tw 3.585 0 Td [(: R)7(e)-1(lative frequency \(%\) of biom)8(e-type )]TJ 0.0001 Tc -0.0001 Tw 15.99 0 Td (by percentage of soybean in the pixel. )Tj 0 Tc 0 Tw -19.575 -1.15 Td ( )Tj /TT65 1 Tf 0 -1.16 TD ( )Tj 0 g ET /GS47 gs BT /T1_23 9 Tf 1 0 0 1 289.994 28.8 Tm (259)Tj /CS46 cs 0 0 0 sc ET /GS46 gs BT /TT65 1 Tf 12 0 0 12 77.3717 638.0512 Tm (4. Conclusion )Tj /TT64 1 Tf -0.0002 Tc 0.0392 Tw 0 -1.64 TD [(Since the high relative f)8(r)-2(equency of )]TJ /TT66 1 Tf 0.0385 Tw 14.775 0 Td (Standard fill value 255)Tj /TT64 1 Tf 0.0011 Tc 0.0364 Tw 9.31 0 Td [( r)4(etr)4(ievals in)6( )]TJ /TT66 1 Tf 0.0004 Tc 0.0396 Tw 5.355 0 Td (Collection 4)Tj /TT64 1 Tf 0 Tc 0 Tw 4.955 0 Td ( )Tj /TT66 1 Tf -0.0001 Tc 0.29 0 Td (MODIS )Tj -0.001 Tc -34.685 -1.15 Td (LAI)Tj /TT64 1 Tf -0.0004 Tc 0.0854 Tw 1.5 0 Td ( product \(MOD15A2\) occurs for pixels with )Tj 0.0853 Tw (high soybean percentage)Tj 0.0004 Tc 0.0821 Tw 28.6 0 Td (, only in a specific )Tj 0.0002 Tc 0.0789 Tw -30.1 -1.15 Td [(period which coincides with the m)8(a)-6(xim)8(u)-5(m)8( soybean)]TJ 0.0009 Tc 0.0753 Tw 21.08 0 Td ( growth stage, the re)Tj 0.0003 Tc 0.0797 Tw 8.45 0 Td [(sults from)8( our study )]TJ 0.0007 Tc 0.0059 Tw -29.53 -1.15 Td (indicate that those retrievals )Tj -0.0003 Tc 0.0103 Tw 11.54 0 Td [(are closely related to the soybean)3( areas. Besides, their occurrence )]TJ 0.001 Tc 0.339 Tw -11.54 -1.15 Td [(appears)5( not to be)5( dire)5(ctly)6( re)5(lated)6( to an)6( eve)5(n)1(tual m)9(i)-1(sclassif)4(i)-1(ca)5(tion)6( in )]TJ /TT66 1 Tf 0.0002 Tc 0 Tw 30.91 0 Td (landcover)Tj /TT64 1 Tf -0.0018 Tc 0.3418 Tw 4 0 Td ( input. )Tj 0.0001 Tc 0.2549 Tw -34.91 -1.15 Td (Therefore, the Collection 4 MOD15A2 product )Tj 0.0006 Tc 0.2527 Tw 20.72 0 Td (is not suitable to )Tj -0.0001 Tc 7.855 0 Td [(m)8(o)-5(nitor LAI seasonal )]TJ 0.0002 Tc 0.0798 Tw -28.575 -1.15 Td [(changes over soybean areas. Thus, more effort )-2(must be foc)-6(used on validating the product in )]TJ -0.0002 Tw 0 -1.15 TD (further studies. )Tj /TT65 1 Tf 0 -2.16 TD (5. References )Tj /TT64 1 Tf -0.0012 Tc 0.2362 Tw 10.02 0 0 10.02 77.3717 478.0312 Tm [(Kn)-4(yazikh)-4(in, )6(Y.; Marton)-4(ch)-4(i)7(k)-4(, J.V.; Di)7(n)-4(er, )6(D. J.; Myn)-4(e)6(n)-4(i)]TJ -0.0005 Tc 0.2355 Tw [(, R. B.; )6(Verstraete, M. M)8(.)]TJ -0.0018 Tc 0.2368 Tw 35.2395 0 Td [(; Pin)-5(t)1(y, B.; )6(Go)-5(bro)-5(n)1(, N. )]TJ 0.0015 Tc 0.1677 Tw -35.2395 -1.1497 Td [(Est)4(i)-2(m)13(a)2(t)4(i)4(on of)5( )6(veget)4(a)2(t)4(i)4(o)5(n ca)8(n)5(opy)5( l)4(e)2(a)8(f)-1( a)8(r)-1(ea )6(i)4(nde)8(x a)8(n)5(d f)5(r)-1(ac)8(t)4(i)4(on )6(of)5( ab)5(so)5(rb)5(ed )6(ph)5(ot)10(osy)5(n)-1(t)4(h)5(et)4(i)4(cal)4(l)4(y)5( acti)4(v)-1(e ra)8(di)4(at)4(i)4(o)5(n)5( )]TJ 0.0014 Tc 0.0001 Tw 0 -1.1437 TD [(fr)5(om)13( atm)13(o)-2(sphe)8(re-c)8(or)5(rect)4(ed)4( M)4(I)-1(SR)4( )6(dat)4(a)2(, )]TJ /TT65 1 Tf 0.0016 Tc -0.0061 Tw 15.9341 0 Td [(J. G)7(e)2(oph)7(y)-1(s.)6( )-6(Re)8(s)]TJ /TT64 1 Tf 0.0026 Tc -0.0071 Tw [(.,)7( 10)6(3:)5( 32)6(2)6(39)6(-)6(32)6(25)6(6,)7( )-6(1)6(9)6(98a)9(. )]TJ 0.0018 Tc 0.1973 Tw -15.9341 -1.7485 Td [(Kny)5(azi)4(k)5(h)-1(i)4(n)5(, Y)5(.;)4( M)5(a)3(rt)4(onc)9(hi)4(k,)6( J. V.;)4( M)5(y)5(nen)5(i)4(, R)4(. B)4(.;)4( Di)4(ner, D. J.;)4( R)4(u)5(nn)5(i)4(ng, S)7(. )6(W)-6(. Sy)11(ner)6(g)-1(i)4(s)2(t)4(i)4(c)3( al)4(gor)6(i)4(t)4(h)-7(m)13( for )]TJ 0.0014 Tc 0.0899 Tw 0 -1.1497 TD [(est)4(i)-2(m)13(a)2(ti)4(ng ve)8(g)4(e)2(t)4(a)2(t)4(i)4(on cano)4(p)-2(y)10( l)4(eaf area i)4(nde)8(x an)4(d fract)4(i)4(o)4(n of ab)4(so)4(rbe)8(d)-2( p)4(h)4(o)-2(t)4(o)-2(sy)10(nt)4(het)4(i)4(cal)4(l)4(y)4( act)4(i)4(v)-2(e radi)4(at)4(ion f)5(r)5(o)-8(m)7( )]TJ 0.0004 Tc 0.0011 Tw 0 -1.1437 TD [(MODIS a)7(n)3(d M)9(I)-2(SR )6(data, )]TJ /TT65 1 Tf 0.0016 Tc -0.0061 Tw 10.006 0 Td [(J. G)7(e)2(oph)7(y)-1(s.)6( )-6(Re)8(s)]TJ /TT64 1 Tf 0.0025 Tc -0.007 Tw [(.,)7( 10)6(3:)5( 32)6(2)6(57)6(-)6(32)6(27)6(5,)7( )-6(1)6(9)6(98)6(b. )]TJ -0.0005 Tc 0.0619 Tw -10.006 -1.7485 Td [(Kn)-3(yazikh)-3(in, Y.; Glassy, J.; Priv)-3(ette, J. L.; Tian)-3(, Y.; Lo)]TJ -0.0008 Tc 0.0622 Tw 22.4311 0 Td [(tsch, A.; Zh)-4(an)-4(g, Y.; W)-9(a)6(ng)-4(, Y.; )6(Mo)-4(risette, J. T.; Vo)-4(tav)-4(a)6(, )]TJ 0.002 Tc 0.3588 Tw -22.4311 -1.1497 Td [(P.;)4( M)5(y)5(ne)9(ni)4(, )6(R)4(.)1(B)4(.)1(;)4( )6(Nem)13(a)-3(ni)4(, R)4(.)7( R)4(.)1(;)4( R)10(u)5(nni)10(ng)5(, S)7(.)1( )6(W.)7( M)5(O)6(DIS)7( Lea)9(f )6(Area)9( I)6(nde)9(x)5( \(L)8(AI)6(\) a)9(n)5(d )6(Fract)4(i)4(o)5(n )6(of)6( )]TJ 0.0016 Tc 0.0538 Tw 0 -1.1437 TD [(Ph)5(ot)4(osy)11(n)-1(t)4(h)-1(et)4(i)4(cal)4(l)4(y)5( Act)4(i)4(v)-1(e R)4(a)-4(di)4(at)4(i)4(on A)5(b)-1(s)8(o)-1(r)5(b)5(ed by)5( Ve)8(get)4(a)2(t)4(i)4(on \()5(F)1(P)7(A)-1(R)4(\))-1( Pr)5(od)5(uct)4( \(M)5(O)5(D)5(1)5(5\) Al)10(go)5(ri)4(t)4(h)-1(m)13( )-6(The)8(o)-1(ret)4(i)4(cal)4( )]TJ 0 Tc 0.0015 Tw 0 -1.1497 TD [(Basis Docum)11(e)1(nt, )]TJ /TT66 1 Tf 0.0016 Tc 0 Tw 7.0719 0 Td [(e)8(o)-1(s)8(p)-1(so)5(.g)5(sf)4(c.)6(nas)8(a.)6(g)5(o)-1(v/)4(at)10(bd/)10(mo)5(di)4(st)4(a)5(b)-1(l)4(e)2(s.)6(ht)4(ml)]TJ /TT64 1 Tf 0.0008 Tc -0.0053 Tw 17.515 0 Td (, 1999. )Tj -0.0007 Tc 0.0381 Tw -24.5868 -1.7425 Td [(Myn)-4(en)-4(i)2(, R.B.; )6(Hoffm)11(an)-4(, S.; )6(Kn)-4(yazikh)-4(in, Y.; Priv)-4(ette, J.L.)5(; Glassy, J.; Tian)-4(, Y.; )6(W)-9(a)6(n)-4(g)2(, )6(Y.; Song)-4(, )6(X.; Zh)-4(an)-4(g, Y.; )]TJ 0.0015 Tc 0.0659 Tw 0 -1.1497 TD [(Sm)7(i)4(t)4(h)-1(, G.R)4(.;)4( Lot)4(s)1(ch)5(, A.;)4( Fri)4(e)8(dl)4(, M)4(.;)4( M)4(o)-1(ri)4(se)8(t)4(t)4(e)2(, J.T.;)4( Vot)4(a)2(v)5(a)2(, P.;)4( Nem)13(a)2(ni)4(, R)4(.R)4(.;)4( R)4(unni)10(n)5(g)-1(, S.)6(W. )6(Gl)4(o)5(b)-1(al)4( pro)5(d)5(u)-1(ct)4(s)7( )]TJ 0.002 Tc 0.0115 Tw 0 -1.1497 TD [(of)6( ve)9(get)4(a)3(t)4(i)4(o)-1(n)5( l)4(eaf are)9(a)3( a)9(n)-1(d)5( f)6(r)6(act)4(i)4(on a)9(b)-1(s)8(o)-1(r)6(b)-1(e)9(d)-1( P)7(AR)4( )6(fr)6(om)13( y)5(e)-3(ar )6(one)9( o)5(f M)11(O)6(DIS)7( )6(dat)4(a)]TJ /TT66 1 Tf 0 Tc 0 Tw 32.4371 0 Td ( )Tj /TT65 1 Tf 0.0003 Tc 0.0132 Tw 0.2635 0 Td [(Rem)7(o)-3(te)7( Sensin)6(g E)9(nviron)]TJ /TT66 1 Tf 0 Tc 0 Tw 10.5629 0 Td (.)Tj /TT64 1 Tf -0.0038 Tc 0.0173 Tw 0.2515 0 Td [(, 91)-7(,)7( )]TJ -0.0026 Tc -0.0019 Tw -43.515 -1.1437 Td [(1)-6(14-)-5(127)-6(, 20)-6(02)-6(. )-6( )]TJ 0.0014 Tc 0.0121 Tw 0 -1.7485 TD [(M)4(y)4(neni)4(, )-6(R)4(.;)4( K)5(n)-2(y)4(azi)4(khi)10(n, Y.;)4( Gl)4(assy)4(, )-6(J.;)4( Vot)10(a)2(va, P.;)4( )-6(S)7(h)]TJ 0.0012 Tc 0.0123 Tw [(aba)8(n)-2(o)4(v)-2(, N.)6( )-6(Use)8(r)-1(')8(s)1( )-6(Gui)10(d)-2(e )-6(FP)7(AR, LAI \(ES)7(D)-1(T: M)4(O)-1(D)5(1)-2(5)4(A)5(2\))11( )]TJ -0.0019 Tc 0.0034 Tw 0 -1.1497 TD [(8)-5(-)2(d)-5(a)-1(y Co)-5(m)10(p)-5(o)-5(s)-2(i)7(t)1(e N)-4(A)2(SA MOD)-4(I)-4(S Lan)-5(d)1( A)-4(l)7(go)-5(r)-4(ith)-5(m)10(.)-3( p)-5(.)3( 1-)-4(17. 200)-5(3. )]TJ ET endstream endobj 302 0 obj 14296 endobj 303 0 obj << /Length 304 0 R >> stream 1 0 0 1 -1.9608 396.0816 cm /CS48 cs 0.749 0.749 0.749 sc 1 i /RelativeColorimetric ri /GS48 gs 190.56 301.16 235.08 -140.04 re f q 190.56 175.1 235.08 0.06 re W n /CS48 CS 0 0 0 SC 0.06 w 10 M 1 j 1 J []0 d 190.56 175.16 m 425.64 175.16 l S Q q 190.56 189.08 235.08 0.06 re W n /CS48 CS 0 0 0 SC 0.06 w 10 M 1 j 1 J []0 d 190.56 189.14 m 425.64 189.14 l S Q q 190.56 203.06 235.08 0.06 re W n /CS48 CS 0 0 0 SC 0.06 w 10 M 1 j 1 J []0 d 190.56 203.12 m 425.64 203.12 l S Q q 190.56 217.04 235.08 0.06 re W n /CS48 CS 0 0 0 SC 0.06 w 10 M 1 j 1 J []0 d 190.56 217.1 m 425.64 217.1 l S Q q 190.56 231.02 235.08 0.06 re W n /CS48 CS 0 0 0 SC 0.06 w 10 M 1 j 1 J []0 d 190.56 231.08 m 425.64 231.08 l S Q q 190.56 245.12 235.08 0.06 re W n /CS48 CS 0 0 0 SC 0.06 w 10 M 1 j 1 J []0 d 190.56 245.18 m 425.64 245.18 l S Q q 190.56 259.1 235.08 0.06 re W n /CS48 CS 0 0 0 SC 0.06 w 10 M 1 j 1 J []0 d 190.56 259.16 m 425.64 259.16 l S Q q 190.56 273.14 235.08 0.06 re W n /CS48 CS 0 0 0 SC 0.06 w 10 M 1 j 1 J []0 d 190.56 273.2 m 425.64 273.2 l S Q q 190.56 287.12 235.08 0.06 re W n /CS48 CS 0 0 0 SC 0.06 w 10 M 1 j 1 J []0 d 190.56 287.18 m 425.64 287.18 l S Q q 190.56 301.1 235.08 0.06 re W n /CS48 CS 0 0 0 SC 0.06 w 10 M 1 j 1 J []0 d 190.56 301.16 m 425.64 301.16 l S Q /CS48 CS 0.502 0.502 0.502 SC 0.387 w 10 M 1 j 1 J []0 d 190.56 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367.86 300.38 8.58 -4.5 re B* 389.28 300.38 8.46 -3.42 re B* 410.58 301.16 8.58 -1.56 re B* 0.4 0 0.4 sc 196.98 300.5 8.58 -4.68 re B* 218.34 300.68 8.52 -3.78 re B* 239.7 300.74 8.58 -2.82 re B* 261.12 300.86 8.46 -2.52 re B* 282.42 300.86 8.58 -1.74 re B* 303.84 300.86 8.46 -1.38 re B* 325.14 300.98 8.58 -1.2 re B* 346.56 300.86 8.46 -0.96 re B* 367.86 300.86 8.58 -0.48 re B* 389.28 300.98 8.46 -0.6 re B* 1 0.502 0.502 sc 196.98 301.16 8.58 -0.66 re B* 218.34 301.16 8.52 -0.48 re B* 239.7 301.16 8.58 -0.42 re B* 261.12 301.16 8.46 -0.3 re B* 282.42 301.16 8.58 -0.3 re B* 303.84 301.16 8.46 -0.3 re B* 325.14 301.16 8.58 -0.18 re B* 346.56 301.16 8.46 -0.3 re B* 367.86 301.16 8.58 -0.3 re B* 389.28 301.16 8.46 -0.18 re B* 0.06 w 190.56 301.16 m 190.56 161.12 l 188.94 161.12 m 190.56 161.12 l 188.94 175.16 m 190.56 175.16 l 188.94 189.14 m 190.56 189.14 l 188.94 203.12 m 190.56 203.12 l 188.94 217.1 m 190.56 217.1 l 188.94 231.08 m 190.56 231.08 l 188.94 245.18 m 190.56 245.18 l 188.94 259.16 m 190.56 259.16 l 188.94 273.2 m 190.56 273.2 l 188.94 287.18 m 190.56 287.18 l 188.94 301.16 m 190.56 301.16 l 190.56 161.12 m 425.64 161.12 l 190.56 159.5 m 190.56 161.12 l 211.98 159.5 m 211.98 161.12 l 233.34 159.5 m 233.34 161.12 l 254.7 159.5 m 254.7 161.12 l 276.06 159.5 m 276.06 161.12 l 297.48 159.5 m 297.48 161.12 l 318.78 159.5 m 318.78 161.12 l 340.2 159.5 m 340.2 161.12 l 361.5 159.5 m 361.5 161.12 l 382.92 159.5 m 382.92 161.12 l 404.22 159.5 m 404.22 161.12 l 425.64 159.5 m 425.64 161.12 l S 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT67 1 Tf 5.3435 0 0 5.3435 181.9992 555.5219 Tm (0)Tj 0.0053 Tc -0.5053 2.6162 Td (10)Tj 0 2.6275 TD (20)Tj 0 2.6162 TD (30)Tj 0 2.6162 TD (40)Tj T* (50)Tj 0 2.6387 TD (60)Tj 0 2.6162 TD (70)Tj 0 2.6162 TD (80)Tj 0 2.6275 TD (90)Tj -0.5053 2.6162 Td (100)Tj 0.0029 Tw 2.5601 -27.6783 Td [(>)8( )11(0 -)13( )11(10 )-842(10 -)13( )11(20)-1156(20 -)24( 30)-1134(30 -)13( )11(40)-1156(40 -)13( )11(50)-1156(50 )11(-)13( 60)-1134(60 -)13( )11(70)-1156(70 -)24( 80)-1134(80 -)13( )11(90)-909(90 )11(-)13( 100)-1549(100)]TJ -0.003 Tc 0.0091 Tw 7.9669 0 0 7.9669 249.5592 533.5619 Tm [(Perc)12(entag)15(e)4( of)6( soy)8(be)12(a)4(n in th)8(e pixel)]TJ -0.0025 Tc 0.0086 Tw 0 7.9669 -7.9669 0 170.7192 584.8019 Tm [(R)-6(e)-3(lati)-11(ve F)-11(r)-1(equ)-7(e)5(ncy,)-9( in)-7( % .)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 1 1 1 sc 182.58 315.56 244.32 -10.68 re f 0.6 0.6 1 sc 0.387 w 0 j 186.06 308.3 3.42 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT67 1 Tf 0.0011 Tc 0.0044 Tw 5.6351 0 0 5.6351 188.8992 704.322 Tm [(B)19(r)4(oa)8(dl)23(eaf)25( c)8(r)4(op)11(s)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 0.6 0.216 0.4 sc 232.44 308.3 3.42 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT67 1 Tf -0.0209 Tc 0 Tw 5.6351 0 0 5.6351 235.2792 704.322 Tm [(S)-18(a)-24(va)-24(nna)-14(h)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 1 1 0.796 sc 264.84 308.3 3.42 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT67 1 Tf 0.0039 Tc 5.6351 0 0 5.6351 267.7392 704.322 Tm [(G)13(r)7(a)11(sses/)5(ce)11(r)7(eal)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 0.796 1 1 sc 308.28 308.3 3.36 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT67 1 Tf -0.0242 Tc 0.0297 Tw 5.6351 0 0 5.6351 311.1192 704.322 Tm [(B)-7(r)-21(o)-14(a)-27(d)-25(l)-2(e)-17(a)-28(f fo)-25(r)-11(e)-28(s)-29(t)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 0.4 0 0.4 sc 355.14 308.3 3.42 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT67 1 Tf -0.0011 Tc 0 Tw 5.6351 0 0 5.6351 357.9792 704.322 Tm [(Sh)20(r)13(u)20(bs)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 1 0.502 0.502 sc 381.48 308.3 3.36 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT67 1 Tf 0.0036 Tc 0.0019 Tw 5.6351 0 0 5.6351 384.3192 704.322 Tm [(N)12(eedl)26(el)26(e)11(af)28( f)28(o)3(r)17(est)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 160.98 322.04 0.48 -0.48 re f 160.98 322.04 273.42 -0.48 re f 433.92 322.04 0.48 -0.48 re f 160.98 321.56 0.48 -190.14 re f 433.92 321.56 0.48 -190.14 re f 160.98 131.42 0.48 -0.48 re f 160.98 131.42 273.42 -0.48 re f 433.92 131.42 0.48 -0.48 re f 1 0 0 1 1.9608 -396.0816 cm BT /TT67 1 Tf 0 Tc 0 Tw 12 0 0 12 432.4392 527.0219 Tm ( )Tj -30.29 -0.925 Td ( )Tj /TT68 1 Tf 0.0005 Tc -0.0005 Tw 0 -1.15 TD (Figure 5)Tj /TT67 1 Tf 0.0004 Tc -0.0004 Tw 3.585 0 Td [(: R)7(e)-1(lative frequency \(%\) of biom)8(e-type )]TJ 0.0001 Tc -0.0001 Tw 15.99 0 Td (by percentage of soybean in the pixel. )Tj 0 Tc 0 Tw -19.575 -1.15 Td ( )Tj /TT68 1 Tf 0 -1.16 TD ( )Tj 0 g ET /GS49 gs BT /T1_24 9 Tf 1 0 0 1 289.994 28.8 Tm (259)Tj /CS48 cs 0 0 0 sc ET /GS48 gs BT /TT68 1 Tf 12 0 0 12 77.3717 638.0512 Tm (4. Conclusion )Tj /TT67 1 Tf -0.0002 Tc 0.0392 Tw 0 -1.64 TD [(Since the high relative f)8(r)-2(equency of )]TJ /TT69 1 Tf 0.0385 Tw 14.775 0 Td (Standard fill value 255)Tj /TT67 1 Tf 0.0011 Tc 0.0364 Tw 9.31 0 Td [( r)4(etr)4(ievals in)6( )]TJ /TT69 1 Tf 0.0004 Tc 0.0396 Tw 5.355 0 Td (Collection 4)Tj /TT67 1 Tf 0 Tc 0 Tw 4.955 0 Td ( )Tj /TT69 1 Tf -0.0001 Tc 0.29 0 Td (MODIS )Tj -0.001 Tc -34.685 -1.15 Td (LAI)Tj /TT67 1 Tf -0.0004 Tc 0.0854 Tw 1.5 0 Td ( product \(MOD15A2\) occurs for pixels with )Tj 0.0853 Tw (high soybean percentage)Tj 0.0004 Tc 0.0821 Tw 28.6 0 Td (, only in a specific )Tj 0.0002 Tc 0.0789 Tw -30.1 -1.15 Td [(period which coincides with the m)8(a)-6(xim)8(u)-5(m)8( soybean)]TJ 0.0009 Tc 0.0753 Tw 21.08 0 Td ( growth stage, the re)Tj 0.0003 Tc 0.0797 Tw 8.45 0 Td [(sults from)8( our study )]TJ 0.0007 Tc 0.0059 Tw -29.53 -1.15 Td (indicate that those retrievals )Tj -0.0003 Tc 0.0103 Tw 11.54 0 Td [(are closely related to the soybean)3( areas. Besides, their occurrence )]TJ 0.001 Tc 0.339 Tw -11.54 -1.15 Td [(appears)5( not to be)5( dire)5(ctly)6( re)5(lated)6( to an)6( eve)5(n)1(tual m)9(i)-1(sclassif)4(i)-1(ca)5(tion)6( in )]TJ /TT69 1 Tf 0.0002 Tc 0 Tw 30.91 0 Td (landcover)Tj /TT67 1 Tf -0.0018 Tc 0.3418 Tw 4 0 Td ( input. )Tj 0.0001 Tc 0.2549 Tw -34.91 -1.15 Td (Therefore, the Collection 4 MOD15A2 product )Tj 0.0006 Tc 0.2527 Tw 20.72 0 Td (is not suitable to )Tj -0.0001 Tc 7.855 0 Td [(m)8(o)-5(nitor LAI seasonal )]TJ 0.0002 Tc 0.0798 Tw -28.575 -1.15 Td [(changes over soybean areas. Thus, more effort )-2(must be foc)-6(used on validating the product in )]TJ -0.0002 Tw 0 -1.15 TD (further studies. )Tj /TT68 1 Tf 0 -2.16 TD (5. References )Tj /TT67 1 Tf -0.0012 Tc 0.2362 Tw 10.02 0 0 10.02 77.3717 478.0312 Tm [(Kn)-4(yazikh)-4(in, )6(Y.; Marton)-4(ch)-4(i)7(k)-4(, J.V.; Di)7(n)-4(er, )6(D. J.; Myn)-4(e)6(n)-4(i)]TJ -0.0005 Tc 0.2355 Tw [(, R. B.; )6(Verstraete, M. M)8(.)]TJ -0.0018 Tc 0.2368 Tw 35.2395 0 Td [(; Pin)-5(t)1(y, B.; )6(Go)-5(bro)-5(n)1(, N. )]TJ 0.0015 Tc 0.1677 Tw -35.2395 -1.1497 Td [(Est)4(i)-2(m)13(a)2(t)4(i)4(on of)5( )6(veget)4(a)2(t)4(i)4(o)5(n ca)8(n)5(opy)5( l)4(e)2(a)8(f)-1( a)8(r)-1(ea )6(i)4(nde)8(x a)8(n)5(d f)5(r)-1(ac)8(t)4(i)4(on )6(of)5( ab)5(so)5(rb)5(ed )6(ph)5(ot)10(osy)5(n)-1(t)4(h)5(et)4(i)4(cal)4(l)4(y)5( acti)4(v)-1(e ra)8(di)4(at)4(i)4(o)5(n)5( )]TJ 0.0014 Tc 0.0001 Tw 0 -1.1437 TD [(fr)5(om)13( atm)13(o)-2(sphe)8(re-c)8(or)5(rect)4(ed)4( M)4(I)-1(SR)4( )6(dat)4(a)2(, )]TJ /TT68 1 Tf 0.0016 Tc -0.0061 Tw 15.9341 0 Td [(J. G)7(e)2(oph)7(y)-1(s.)6( )-6(Re)8(s)]TJ /TT67 1 Tf 0.0026 Tc -0.0071 Tw [(.,)7( 10)6(3:)5( 32)6(2)6(39)6(-)6(32)6(25)6(6,)7( )-6(1)6(9)6(98a)9(. )]TJ 0.0018 Tc 0.1973 Tw -15.9341 -1.7485 Td [(Kny)5(azi)4(k)5(h)-1(i)4(n)5(, Y)5(.;)4( M)5(a)3(rt)4(onc)9(hi)4(k,)6( J. V.;)4( M)5(y)5(nen)5(i)4(, R)4(. B)4(.;)4( Di)4(ner, D. J.;)4( R)4(u)5(nn)5(i)4(ng, S)7(. )6(W)-6(. Sy)11(ner)6(g)-1(i)4(s)2(t)4(i)4(c)3( al)4(gor)6(i)4(t)4(h)-7(m)13( for )]TJ 0.0014 Tc 0.0899 Tw 0 -1.1497 TD [(est)4(i)-2(m)13(a)2(ti)4(ng ve)8(g)4(e)2(t)4(a)2(t)4(i)4(on cano)4(p)-2(y)10( l)4(eaf area i)4(nde)8(x an)4(d fract)4(i)4(o)4(n of ab)4(so)4(rbe)8(d)-2( p)4(h)4(o)-2(t)4(o)-2(sy)10(nt)4(het)4(i)4(cal)4(l)4(y)4( act)4(i)4(v)-2(e radi)4(at)4(ion f)5(r)5(o)-8(m)7( )]TJ 0.0004 Tc 0.0011 Tw 0 -1.1437 TD [(MODIS a)7(n)3(d M)9(I)-2(SR )6(data, )]TJ /TT68 1 Tf 0.0016 Tc -0.0061 Tw 10.006 0 Td [(J. G)7(e)2(oph)7(y)-1(s.)6( )-6(Re)8(s)]TJ /TT67 1 Tf 0.0025 Tc -0.007 Tw [(.,)7( 10)6(3:)5( 32)6(2)6(57)6(-)6(32)6(27)6(5,)7( )-6(1)6(9)6(98)6(b. )]TJ -0.0005 Tc 0.0619 Tw -10.006 -1.7485 Td [(Kn)-3(yazikh)-3(in, Y.; Glassy, J.; Priv)-3(ette, J. L.; Tian)-3(, Y.; Lo)]TJ -0.0008 Tc 0.0622 Tw 22.4311 0 Td [(tsch, A.; Zh)-4(an)-4(g, Y.; W)-9(a)6(ng)-4(, Y.; )6(Mo)-4(risette, J. T.; Vo)-4(tav)-4(a)6(, )]TJ 0.002 Tc 0.3588 Tw -22.4311 -1.1497 Td [(P.;)4( M)5(y)5(ne)9(ni)4(, )6(R)4(.)1(B)4(.)1(;)4( )6(Nem)13(a)-3(ni)4(, R)4(.)7( R)4(.)1(;)4( R)10(u)5(nni)10(ng)5(, S)7(.)1( )6(W.)7( M)5(O)6(DIS)7( Lea)9(f )6(Area)9( I)6(nde)9(x)5( \(L)8(AI)6(\) a)9(n)5(d )6(Fract)4(i)4(o)5(n )6(of)6( )]TJ 0.0016 Tc 0.0538 Tw 0 -1.1437 TD [(Ph)5(ot)4(osy)11(n)-1(t)4(h)-1(et)4(i)4(cal)4(l)4(y)5( Act)4(i)4(v)-1(e R)4(a)-4(di)4(at)4(i)4(on A)5(b)-1(s)8(o)-1(r)5(b)5(ed by)5( Ve)8(get)4(a)2(t)4(i)4(on \()5(F)1(P)7(A)-1(R)4(\))-1( Pr)5(od)5(uct)4( \(M)5(O)5(D)5(1)5(5\) Al)10(go)5(ri)4(t)4(h)-1(m)13( )-6(The)8(o)-1(ret)4(i)4(cal)4( )]TJ 0 Tc 0.0015 Tw 0 -1.1497 TD [(Basis Docum)11(e)1(nt, )]TJ /TT69 1 Tf 0.0016 Tc 0 Tw 7.0719 0 Td [(e)8(o)-1(s)8(p)-1(so)5(.g)5(sf)4(c.)6(nas)8(a.)6(g)5(o)-1(v/)4(at)10(bd/)10(mo)5(di)4(st)4(a)5(b)-1(l)4(e)2(s.)6(ht)4(ml)]TJ /TT67 1 Tf 0.0008 Tc -0.0053 Tw 17.515 0 Td (, 1999. )Tj -0.0007 Tc 0.0381 Tw -24.5868 -1.7425 Td [(Myn)-4(en)-4(i)2(, R.B.; )6(Hoffm)11(an)-4(, S.; )6(Kn)-4(yazikh)-4(in, Y.; Priv)-4(ette, J.L.)5(; Glassy, J.; Tian)-4(, Y.; )6(W)-9(a)6(n)-4(g)2(, )6(Y.; Song)-4(, )6(X.; Zh)-4(an)-4(g, Y.; )]TJ 0.0015 Tc 0.0659 Tw 0 -1.1497 TD [(Sm)7(i)4(t)4(h)-1(, G.R)4(.;)4( Lot)4(s)1(ch)5(, A.;)4( Fri)4(e)8(dl)4(, M)4(.;)4( M)4(o)-1(ri)4(se)8(t)4(t)4(e)2(, J.T.;)4( Vot)4(a)2(v)5(a)2(, P.;)4( Nem)13(a)2(ni)4(, R)4(.R)4(.;)4( R)4(unni)10(n)5(g)-1(, S.)6(W. )6(Gl)4(o)5(b)-1(al)4( pro)5(d)5(u)-1(ct)4(s)7( )]TJ 0.002 Tc 0.0115 Tw 0 -1.1497 TD [(of)6( ve)9(get)4(a)3(t)4(i)4(o)-1(n)5( l)4(eaf are)9(a)3( a)9(n)-1(d)5( f)6(r)6(act)4(i)4(on a)9(b)-1(s)8(o)-1(r)6(b)-1(e)9(d)-1( P)7(AR)4( )6(fr)6(om)13( y)5(e)-3(ar )6(one)9( o)5(f M)11(O)6(DIS)7( )6(dat)4(a)]TJ /TT69 1 Tf 0 Tc 0 Tw 32.4371 0 Td ( )Tj /TT68 1 Tf 0.0003 Tc 0.0132 Tw 0.2635 0 Td [(Rem)7(o)-3(te)7( Sensin)6(g E)9(nviron)]TJ /TT69 1 Tf 0 Tc 0 Tw 10.5629 0 Td (.)Tj /TT67 1 Tf -0.0038 Tc 0.0173 Tw 0.2515 0 Td [(, 91)-7(,)7( )]TJ -0.0026 Tc -0.0019 Tw -43.515 -1.1437 Td [(1)-6(14-)-5(127)-6(, 20)-6(02)-6(. )-6( )]TJ 0.0014 Tc 0.0121 Tw 0 -1.7485 TD [(M)4(y)4(neni)4(, )-6(R)4(.;)4( K)5(n)-2(y)4(azi)4(khi)10(n, Y.;)4( Gl)4(assy)4(, )-6(J.;)4( Vot)10(a)2(va, P.;)4( )-6(S)7(h)]TJ 0.0012 Tc 0.0123 Tw [(aba)8(n)-2(o)4(v)-2(, N.)6( )-6(Use)8(r)-1(')8(s)1( )-6(Gui)10(d)-2(e )-6(FP)7(AR, LAI \(ES)7(D)-1(T: M)4(O)-1(D)5(1)-2(5)4(A)5(2\))11( )]TJ ET endstream endobj 304 0 obj 14092 endobj 305 0 obj << /Length 306 0 R >> stream 1 0 0 1 -1.9608 396.0816 cm /CS50 cs 0.749 0.749 0.749 sc 1 i /RelativeColorimetric ri /GS50 gs 190.56 301.16 235.08 -140.04 re f q 190.56 175.1 235.08 0.06 re W n /CS50 CS 0 0 0 SC 0.06 w 10 M 1 j 1 J []0 d 190.56 175.16 m 425.64 175.16 l S Q q 190.56 189.08 235.08 0.06 re W n /CS50 CS 0 0 0 SC 0.06 w 10 M 1 j 1 J []0 d 190.56 189.14 m 425.64 189.14 l S Q q 190.56 203.06 235.08 0.06 re W n /CS50 CS 0 0 0 SC 0.06 w 10 M 1 j 1 J []0 d 190.56 203.12 m 425.64 203.12 l S Q q 190.56 217.04 235.08 0.06 re W n /CS50 CS 0 0 0 SC 0.06 w 10 M 1 j 1 J []0 d 190.56 217.1 m 425.64 217.1 l S Q q 190.56 231.02 235.08 0.06 re W n /CS50 CS 0 0 0 SC 0.06 w 10 M 1 j 1 J []0 d 190.56 231.08 m 425.64 231.08 l S Q q 190.56 245.12 235.08 0.06 re W n /CS50 CS 0 0 0 SC 0.06 w 10 M 1 j 1 J []0 d 190.56 245.18 m 425.64 245.18 l S Q q 190.56 259.1 235.08 0.06 re W n /CS50 CS 0 0 0 SC 0.06 w 10 M 1 j 1 J []0 d 190.56 259.16 m 425.64 259.16 l S Q q 190.56 273.14 235.08 0.06 re W n /CS50 CS 0 0 0 SC 0.06 w 10 M 1 j 1 J []0 d 190.56 273.2 m 425.64 273.2 l S Q q 190.56 287.12 235.08 0.06 re W n /CS50 CS 0 0 0 SC 0.06 w 10 M 1 j 1 J []0 d 190.56 287.18 m 425.64 287.18 l S Q q 190.56 301.1 235.08 0.06 re W n /CS50 CS 0 0 0 SC 0.06 w 10 M 1 j 1 J []0 d 190.56 301.16 m 425.64 301.16 l S Q /CS50 CS 0.502 0.502 0.502 SC 0.387 w 10 M 1 j 1 J []0 d 190.56 301.16 235.08 -140.04 re S q 196.68 161.18 9.24 32.4 re W n 0.6 0.6 1 sc 0 0 0 SC 196.98 193.28 8.58 -32.16 re B* Q q 218.04 161.18 9.18 46.32 re W n 0.6 0.6 1 sc 0 0 0 SC 218.34 207.2 8.52 -46.08 re B* Q q 239.4 161.18 9.24 58.98 re W n 0.6 0.6 1 sc 0 0 0 SC 239.7 219.86 8.58 -58.74 re B* Q q 260.82 161.18 9.12 70.2 re W n 0.6 0.6 1 sc 0 0 0 SC 261.12 231.08 8.46 -69.96 re B* Q q 282.12 161.18 9.24 81.42 re W n 0.6 0.6 1 sc 0 0 0 SC 282.42 242.3 8.58 -81.18 re B* Q q 303.54 161.18 9.12 88.2 re W n 0.6 0.6 1 sc 0 0 0 SC 303.84 249.08 8.46 -87.96 re B* Q q 324.84 161.18 9.24 94.92 re W n 0.6 0.6 1 sc 0 0 0 SC 325.14 255.8 8.58 -94.68 re B* Q q 346.26 161.18 9.12 101.04 re W n 0.6 0.6 1 sc 0 0 0 SC 346.56 261.92 8.46 -100.8 re B* Q q 367.56 161.18 9.24 105.42 re W n 0.6 0.6 1 sc 0 0 0 SC 367.86 266.3 8.58 -105.18 re B* Q q 388.98 161.18 9.12 105.12 re W n 0.6 0.6 1 sc 0 0 0 SC 389.28 266 8.46 -104.88 re B* Q q 410.28 161.18 9.24 104.16 re W n 0.6 0.6 1 sc 0 0 0 SC 410.58 265.04 8.58 -103.92 re B* Q 0.6 0.216 0.4 sc 0 0 0 SC 196.98 266.3 8.58 -73.02 re B* 218.34 274.04 8.52 -66.84 re B* 239.7 278.3 8.58 -58.44 re B* 261.12 282.38 8.46 -51.3 re B* 282.42 284.24 8.58 -41.94 re B* 303.84 285.02 8.46 -35.94 re B* 325.14 285.8 8.58 -30 re B* 346.56 285.8 8.46 -23.88 re B* 367.86 285.44 8.58 -19.14 re B* 389.28 281.72 8.46 -15.72 re B* 410.58 274.46 8.58 -9.42 re B* 1 1 0.796 sc 196.98 277.76 8.58 -11.46 re B* 218.34 284.24 8.52 -10.2 re B* 239.7 287.36 8.58 -9.06 re B* 261.12 289.88 8.46 -7.5 re B* 282.42 291.32 8.58 -7.08 re B* 303.84 292.34 8.46 -7.32 re B* 325.14 293.48 8.58 -7.68 re B* 346.56 294.26 8.46 -8.46 re B* 367.86 295.88 8.58 -10.44 re B* 389.28 296.96 8.46 -15.24 re B* 410.58 299.6 8.58 -25.14 re B* 0.796 1 1 sc 196.98 295.82 8.58 -18.06 re B* 218.34 296.9 8.52 -12.66 re B* 239.7 297.92 8.58 -10.56 re B* 261.12 298.34 8.46 -8.46 re B* 282.42 299.12 8.58 -7.8 re B* 303.84 299.48 8.46 -7.14 re B* 325.14 299.78 8.58 -6.3 re B* 346.56 299.9 8.46 -5.64 re B* 367.86 300.38 8.58 -4.5 re B* 389.28 300.38 8.46 -3.42 re B* 410.58 301.16 8.58 -1.56 re B* 0.4 0 0.4 sc 196.98 300.5 8.58 -4.68 re B* 218.34 300.68 8.52 -3.78 re B* 239.7 300.74 8.58 -2.82 re B* 261.12 300.86 8.46 -2.52 re B* 282.42 300.86 8.58 -1.74 re B* 303.84 300.86 8.46 -1.38 re B* 325.14 300.98 8.58 -1.2 re B* 346.56 300.86 8.46 -0.96 re B* 367.86 300.86 8.58 -0.48 re B* 389.28 300.98 8.46 -0.6 re B* 1 0.502 0.502 sc 196.98 301.16 8.58 -0.66 re B* 218.34 301.16 8.52 -0.48 re B* 239.7 301.16 8.58 -0.42 re B* 261.12 301.16 8.46 -0.3 re B* 282.42 301.16 8.58 -0.3 re B* 303.84 301.16 8.46 -0.3 re B* 325.14 301.16 8.58 -0.18 re B* 346.56 301.16 8.46 -0.3 re B* 367.86 301.16 8.58 -0.3 re B* 389.28 301.16 8.46 -0.18 re B* 0.06 w 190.56 301.16 m 190.56 161.12 l 188.94 161.12 m 190.56 161.12 l 188.94 175.16 m 190.56 175.16 l 188.94 189.14 m 190.56 189.14 l 188.94 203.12 m 190.56 203.12 l 188.94 217.1 m 190.56 217.1 l 188.94 231.08 m 190.56 231.08 l 188.94 245.18 m 190.56 245.18 l 188.94 259.16 m 190.56 259.16 l 188.94 273.2 m 190.56 273.2 l 188.94 287.18 m 190.56 287.18 l 188.94 301.16 m 190.56 301.16 l 190.56 161.12 m 425.64 161.12 l 190.56 159.5 m 190.56 161.12 l 211.98 159.5 m 211.98 161.12 l 233.34 159.5 m 233.34 161.12 l 254.7 159.5 m 254.7 161.12 l 276.06 159.5 m 276.06 161.12 l 297.48 159.5 m 297.48 161.12 l 318.78 159.5 m 318.78 161.12 l 340.2 159.5 m 340.2 161.12 l 361.5 159.5 m 361.5 161.12 l 382.92 159.5 m 382.92 161.12 l 404.22 159.5 m 404.22 161.12 l 425.64 159.5 m 425.64 161.12 l S 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT70 1 Tf 5.3435 0 0 5.3435 181.9992 555.5219 Tm (0)Tj 0.0053 Tc -0.5053 2.6162 Td (10)Tj 0 2.6275 TD (20)Tj 0 2.6162 TD (30)Tj 0 2.6162 TD (40)Tj T* (50)Tj 0 2.6387 TD (60)Tj 0 2.6162 TD (70)Tj 0 2.6162 TD (80)Tj 0 2.6275 TD (90)Tj -0.5053 2.6162 Td (100)Tj 0.0029 Tw 2.5601 -27.6783 Td [(>)8( )11(0 -)13( )11(10 )-842(10 -)13( )11(20)-1156(20 -)24( 30)-1134(30 -)13( )11(40)-1156(40 -)13( )11(50)-1156(50 )11(-)13( 60)-1134(60 -)13( )11(70)-1156(70 -)24( 80)-1134(80 -)13( )11(90)-909(90 )11(-)13( 100)-1549(100)]TJ -0.003 Tc 0.0091 Tw 7.9669 0 0 7.9669 249.5592 533.5619 Tm [(Perc)12(entag)15(e)4( of)6( soy)8(be)12(a)4(n in th)8(e pixel)]TJ -0.0025 Tc 0.0086 Tw 0 7.9669 -7.9669 0 170.7192 584.8019 Tm [(R)-6(e)-3(lati)-11(ve F)-11(r)-1(equ)-7(e)5(ncy,)-9( in)-7( % .)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 1 1 1 sc 182.58 315.56 244.32 -10.68 re f 0.6 0.6 1 sc 0.387 w 0 j 186.06 308.3 3.42 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT70 1 Tf 0.0011 Tc 0.0044 Tw 5.6351 0 0 5.6351 188.8992 704.322 Tm [(B)19(r)4(oa)8(dl)23(eaf)25( c)8(r)4(op)11(s)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 0.6 0.216 0.4 sc 232.44 308.3 3.42 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT70 1 Tf -0.0209 Tc 0 Tw 5.6351 0 0 5.6351 235.2792 704.322 Tm [(S)-18(a)-24(va)-24(nna)-14(h)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 1 1 0.796 sc 264.84 308.3 3.42 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT70 1 Tf 0.0039 Tc 5.6351 0 0 5.6351 267.7392 704.322 Tm [(G)13(r)7(a)11(sses/)5(ce)11(r)7(eal)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 0.796 1 1 sc 308.28 308.3 3.36 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT70 1 Tf -0.0242 Tc 0.0297 Tw 5.6351 0 0 5.6351 311.1192 704.322 Tm [(B)-7(r)-21(o)-14(a)-27(d)-25(l)-2(e)-17(a)-28(f fo)-25(r)-11(e)-28(s)-29(t)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 0.4 0 0.4 sc 355.14 308.3 3.42 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT70 1 Tf -0.0011 Tc 0 Tw 5.6351 0 0 5.6351 357.9792 704.322 Tm [(Sh)20(r)13(u)20(bs)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 1 0.502 0.502 sc 381.48 308.3 3.36 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT70 1 Tf 0.0036 Tc 0.0019 Tw 5.6351 0 0 5.6351 384.3192 704.322 Tm [(N)12(eedl)26(el)26(e)11(af)28( f)28(o)3(r)17(est)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 160.98 322.04 0.48 -0.48 re f 160.98 322.04 273.42 -0.48 re f 433.92 322.04 0.48 -0.48 re f 160.98 321.56 0.48 -190.14 re f 433.92 321.56 0.48 -190.14 re f 160.98 131.42 0.48 -0.48 re f 160.98 131.42 273.42 -0.48 re f 433.92 131.42 0.48 -0.48 re f 1 0 0 1 1.9608 -396.0816 cm BT /TT70 1 Tf 0 Tc 0 Tw 12 0 0 12 432.4392 527.0219 Tm ( )Tj -30.29 -0.925 Td ( )Tj /TT71 1 Tf 0.0005 Tc -0.0005 Tw 0 -1.15 TD (Figure 5)Tj /TT70 1 Tf 0.0004 Tc -0.0004 Tw 3.585 0 Td [(: R)7(e)-1(lative frequency \(%\) of biom)8(e-type )]TJ 0.0001 Tc -0.0001 Tw 15.99 0 Td (by percentage of soybean in the pixel. )Tj 0 Tc 0 Tw -19.575 -1.15 Td ( )Tj /TT71 1 Tf 0 -1.16 TD ( )Tj 0 g ET /GS51 gs BT /T1_25 9 Tf 1 0 0 1 289.994 28.8 Tm (259)Tj /CS50 cs 0 0 0 sc ET /GS50 gs BT /TT71 1 Tf 12 0 0 12 77.3717 638.0512 Tm (4. Conclusion )Tj /TT70 1 Tf -0.0002 Tc 0.0392 Tw 0 -1.64 TD [(Since the high relative f)8(r)-2(equency of )]TJ /TT72 1 Tf 0.0385 Tw 14.775 0 Td (Standard fill value 255)Tj /TT70 1 Tf 0.0011 Tc 0.0364 Tw 9.31 0 Td [( r)4(etr)4(ievals in)6( )]TJ /TT72 1 Tf 0.0004 Tc 0.0396 Tw 5.355 0 Td (Collection 4)Tj /TT70 1 Tf 0 Tc 0 Tw 4.955 0 Td ( )Tj /TT72 1 Tf -0.0001 Tc 0.29 0 Td (MODIS )Tj -0.001 Tc -34.685 -1.15 Td (LAI)Tj /TT70 1 Tf -0.0004 Tc 0.0854 Tw 1.5 0 Td ( product \(MOD15A2\) occurs for pixels with )Tj 0.0853 Tw (high soybean percentage)Tj 0.0004 Tc 0.0821 Tw 28.6 0 Td (, only in a specific )Tj 0.0002 Tc 0.0789 Tw -30.1 -1.15 Td [(period which coincides with the m)8(a)-6(xim)8(u)-5(m)8( soybean)]TJ 0.0009 Tc 0.0753 Tw 21.08 0 Td ( growth stage, the re)Tj 0.0003 Tc 0.0797 Tw 8.45 0 Td [(sults from)8( our study )]TJ 0.0007 Tc 0.0059 Tw -29.53 -1.15 Td (indicate that those retrievals )Tj -0.0003 Tc 0.0103 Tw 11.54 0 Td [(are closely related to the soybean)3( areas. Besides, their occurrence )]TJ 0.001 Tc 0.339 Tw -11.54 -1.15 Td [(appears)5( not to be)5( dire)5(ctly)6( re)5(lated)6( to an)6( eve)5(n)1(tual m)9(i)-1(sclassif)4(i)-1(ca)5(tion)6( in )]TJ /TT72 1 Tf 0.0002 Tc 0 Tw 30.91 0 Td (landcover)Tj /TT70 1 Tf -0.0018 Tc 0.3418 Tw 4 0 Td ( input. )Tj 0.0001 Tc 0.2549 Tw -34.91 -1.15 Td (Therefore, the Collection 4 MOD15A2 product )Tj 0.0006 Tc 0.2527 Tw 20.72 0 Td (is not suitable to )Tj -0.0001 Tc 7.855 0 Td [(m)8(o)-5(nitor LAI seasonal )]TJ 0.0002 Tc 0.0798 Tw -28.575 -1.15 Td [(changes over soybean areas. Thus, more effort )-2(must be foc)-6(used on validating the product in )]TJ -0.0002 Tw 0 -1.15 TD (further studies. )Tj /TT71 1 Tf 0 -2.16 TD (5. References )Tj /TT70 1 Tf -0.0012 Tc 0.2362 Tw 10.02 0 0 10.02 77.3717 478.0312 Tm [(Kn)-4(yazikh)-4(in, )6(Y.; Marton)-4(ch)-4(i)7(k)-4(, J.V.; Di)7(n)-4(er, )6(D. J.; Myn)-4(e)6(n)-4(i)]TJ -0.0005 Tc 0.2355 Tw [(, R. B.; )6(Verstraete, M. M)8(.)]TJ -0.0018 Tc 0.2368 Tw 35.2395 0 Td [(; Pin)-5(t)1(y, B.; )6(Go)-5(bro)-5(n)1(, N. )]TJ 0.0015 Tc 0.1677 Tw -35.2395 -1.1497 Td [(Est)4(i)-2(m)13(a)2(t)4(i)4(on of)5( )6(veget)4(a)2(t)4(i)4(o)5(n ca)8(n)5(opy)5( l)4(e)2(a)8(f)-1( a)8(r)-1(ea )6(i)4(nde)8(x a)8(n)5(d f)5(r)-1(ac)8(t)4(i)4(on )6(of)5( ab)5(so)5(rb)5(ed )6(ph)5(ot)10(osy)5(n)-1(t)4(h)5(et)4(i)4(cal)4(l)4(y)5( acti)4(v)-1(e ra)8(di)4(at)4(i)4(o)5(n)5( )]TJ 0.0014 Tc 0.0001 Tw 0 -1.1437 TD [(fr)5(om)13( atm)13(o)-2(sphe)8(re-c)8(or)5(rect)4(ed)4( M)4(I)-1(SR)4( )6(dat)4(a)2(, )]TJ /TT71 1 Tf 0.0016 Tc -0.0061 Tw 15.9341 0 Td [(J. G)7(e)2(oph)7(y)-1(s.)6( )-6(Re)8(s)]TJ /TT70 1 Tf 0.0026 Tc -0.0071 Tw [(.,)7( 10)6(3:)5( 32)6(2)6(39)6(-)6(32)6(25)6(6,)7( )-6(1)6(9)6(98a)9(. )]TJ 0.0018 Tc 0.1973 Tw -15.9341 -1.7485 Td [(Kny)5(azi)4(k)5(h)-1(i)4(n)5(, Y)5(.;)4( M)5(a)3(rt)4(onc)9(hi)4(k,)6( J. V.;)4( M)5(y)5(nen)5(i)4(, R)4(. B)4(.;)4( Di)4(ner, D. J.;)4( R)4(u)5(nn)5(i)4(ng, S)7(. )6(W)-6(. Sy)11(ner)6(g)-1(i)4(s)2(t)4(i)4(c)3( al)4(gor)6(i)4(t)4(h)-7(m)13( for )]TJ 0.0014 Tc 0.0899 Tw 0 -1.1497 TD [(est)4(i)-2(m)13(a)2(ti)4(ng ve)8(g)4(e)2(t)4(a)2(t)4(i)4(on cano)4(p)-2(y)10( l)4(eaf area i)4(nde)8(x an)4(d fract)4(i)4(o)4(n of ab)4(so)4(rbe)8(d)-2( p)4(h)4(o)-2(t)4(o)-2(sy)10(nt)4(het)4(i)4(cal)4(l)4(y)4( act)4(i)4(v)-2(e radi)4(at)4(ion f)5(r)5(o)-8(m)7( )]TJ 0.0004 Tc 0.0011 Tw 0 -1.1437 TD [(MODIS a)7(n)3(d M)9(I)-2(SR )6(data, )]TJ /TT71 1 Tf 0.0016 Tc -0.0061 Tw 10.006 0 Td [(J. G)7(e)2(oph)7(y)-1(s.)6( )-6(Re)8(s)]TJ /TT70 1 Tf 0.0025 Tc -0.007 Tw [(.,)7( 10)6(3:)5( 32)6(2)6(57)6(-)6(32)6(27)6(5,)7( )-6(1)6(9)6(98)6(b. )]TJ -0.0005 Tc 0.0619 Tw -10.006 -1.7485 Td [(Kn)-3(yazikh)-3(in, Y.; Glassy, J.; Priv)-3(ette, J. L.; Tian)-3(, Y.; Lo)]TJ -0.0008 Tc 0.0622 Tw 22.4311 0 Td [(tsch, A.; Zh)-4(an)-4(g, Y.; W)-9(a)6(ng)-4(, Y.; )6(Mo)-4(risette, J. T.; Vo)-4(tav)-4(a)6(, )]TJ 0.002 Tc 0.3588 Tw -22.4311 -1.1497 Td [(P.;)4( M)5(y)5(ne)9(ni)4(, )6(R)4(.)1(B)4(.)1(;)4( )6(Nem)13(a)-3(ni)4(, R)4(.)7( R)4(.)1(;)4( R)10(u)5(nni)10(ng)5(, S)7(.)1( )6(W.)7( M)5(O)6(DIS)7( Lea)9(f )6(Area)9( I)6(nde)9(x)5( \(L)8(AI)6(\) a)9(n)5(d )6(Fract)4(i)4(o)5(n )6(of)6( )]TJ 0.0016 Tc 0.0538 Tw 0 -1.1437 TD [(Ph)5(ot)4(osy)11(n)-1(t)4(h)-1(et)4(i)4(cal)4(l)4(y)5( Act)4(i)4(v)-1(e R)4(a)-4(di)4(at)4(i)4(on A)5(b)-1(s)8(o)-1(r)5(b)5(ed by)5( Ve)8(get)4(a)2(t)4(i)4(on \()5(F)1(P)7(A)-1(R)4(\))-1( Pr)5(od)5(uct)4( \(M)5(O)5(D)5(1)5(5\) Al)10(go)5(ri)4(t)4(h)-1(m)13( )-6(The)8(o)-1(ret)4(i)4(cal)4( )]TJ 0 Tc 0.0015 Tw 0 -1.1497 TD [(Basis Docum)11(e)1(nt, )]TJ /TT72 1 Tf 0.0016 Tc 0 Tw 7.0719 0 Td [(e)8(o)-1(s)8(p)-1(so)5(.g)5(sf)4(c.)6(nas)8(a.)6(g)5(o)-1(v/)4(at)10(bd/)10(mo)5(di)4(st)4(a)5(b)-1(l)4(e)2(s.)6(ht)4(ml)]TJ /TT70 1 Tf 0.0008 Tc -0.0053 Tw 17.515 0 Td (, 1999. )Tj -0.0007 Tc 0.0381 Tw -24.5868 -1.7425 Td [(Myn)-4(en)-4(i)2(, R.B.; )6(Hoffm)11(an)-4(, S.; )6(Kn)-4(yazikh)-4(in, Y.; Priv)-4(ette, J.L.)5(; Glassy, J.; Tian)-4(, Y.; )6(W)-9(a)6(n)-4(g)2(, )6(Y.; Song)-4(, )6(X.; Zh)-4(an)-4(g, Y.; )]TJ 0.0015 Tc 0.0659 Tw 0 -1.1497 TD [(Sm)7(i)4(t)4(h)-1(, G.R)4(.;)4( Lot)4(s)1(ch)5(, A.;)4( Fri)4(e)8(dl)4(, M)4(.;)4( M)4(o)-1(ri)4(se)8(t)4(t)4(e)2(, J.T.;)4( Vot)4(a)2(v)5(a)2(, P.;)4( Nem)13(a)2(ni)4(, R)4(.R)4(.;)4( R)4(unni)10(n)5(g)-1(, S.)6(W. )6(Gl)4(o)5(b)-1(al)4( pro)5(d)5(u)-1(ct)4(s)7( )]TJ 0.002 Tc 0.0115 Tw 0 -1.1497 TD [(of)6( ve)9(get)4(a)3(t)4(i)4(o)-1(n)5( l)4(eaf are)9(a)3( a)9(n)-1(d)5( f)6(r)6(act)4(i)4(on a)9(b)-1(s)8(o)-1(r)6(b)-1(e)9(d)-1( P)7(AR)4( )6(fr)6(om)13( y)5(e)-3(ar )6(one)9( o)5(f M)11(O)6(DIS)7( )6(dat)4(a)]TJ /TT72 1 Tf 0 Tc 0 Tw 32.4371 0 Td ( )Tj /TT71 1 Tf 0.0003 Tc 0.0132 Tw 0.2635 0 Td [(Rem)7(o)-3(te)7( Sensin)6(g E)9(nviron)]TJ /TT72 1 Tf 0 Tc 0 Tw 10.5629 0 Td (.)Tj /TT70 1 Tf -0.0038 Tc 0.0173 Tw 0.2515 0 Td [(, 91)-7(,)7( )]TJ -0.0026 Tc -0.0019 Tw -43.515 -1.1437 Td [(1)-6(14-)-5(127)-6(, 20)-6(02)-6(. )-6( )]TJ ET endstream endobj 306 0 obj 13766 endobj 307 0 obj << /Length 308 0 R >> stream 1 0 0 1 -1.9608 396.0816 cm /CS52 cs 0.749 0.749 0.749 sc 1 i /RelativeColorimetric ri /GS52 gs 190.56 301.16 235.08 -140.04 re f q 190.56 175.1 235.08 0.06 re W n /CS52 CS 0 0 0 SC 0.06 w 10 M 1 j 1 J []0 d 190.56 175.16 m 425.64 175.16 l S Q q 190.56 189.08 235.08 0.06 re W n /CS52 CS 0 0 0 SC 0.06 w 10 M 1 j 1 J []0 d 190.56 189.14 m 425.64 189.14 l S Q q 190.56 203.06 235.08 0.06 re W n /CS52 CS 0 0 0 SC 0.06 w 10 M 1 j 1 J []0 d 190.56 203.12 m 425.64 203.12 l S Q q 190.56 217.04 235.08 0.06 re W n /CS52 CS 0 0 0 SC 0.06 w 10 M 1 j 1 J []0 d 190.56 217.1 m 425.64 217.1 l S Q q 190.56 231.02 235.08 0.06 re W n /CS52 CS 0 0 0 SC 0.06 w 10 M 1 j 1 J []0 d 190.56 231.08 m 425.64 231.08 l S Q q 190.56 245.12 235.08 0.06 re W n /CS52 CS 0 0 0 SC 0.06 w 10 M 1 j 1 J []0 d 190.56 245.18 m 425.64 245.18 l S Q q 190.56 259.1 235.08 0.06 re W n /CS52 CS 0 0 0 SC 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-396.0816 cm 0 0 0 sc BT /TT73 1 Tf 5.3435 0 0 5.3435 181.9992 555.5219 Tm (0)Tj 0.0053 Tc -0.5053 2.6162 Td (10)Tj 0 2.6275 TD (20)Tj 0 2.6162 TD (30)Tj 0 2.6162 TD (40)Tj T* (50)Tj 0 2.6387 TD (60)Tj 0 2.6162 TD (70)Tj 0 2.6162 TD (80)Tj 0 2.6275 TD (90)Tj -0.5053 2.6162 Td (100)Tj 0.0029 Tw 2.5601 -27.6783 Td [(>)8( )11(0 -)13( )11(10 )-842(10 -)13( )11(20)-1156(20 -)24( 30)-1134(30 -)13( )11(40)-1156(40 -)13( )11(50)-1156(50 )11(-)13( 60)-1134(60 -)13( )11(70)-1156(70 -)24( 80)-1134(80 -)13( )11(90)-909(90 )11(-)13( 100)-1549(100)]TJ -0.003 Tc 0.0091 Tw 7.9669 0 0 7.9669 249.5592 533.5619 Tm [(Perc)12(entag)15(e)4( of)6( soy)8(be)12(a)4(n in th)8(e pixel)]TJ -0.0025 Tc 0.0086 Tw 0 7.9669 -7.9669 0 170.7192 584.8019 Tm [(R)-6(e)-3(lati)-11(ve F)-11(r)-1(equ)-7(e)5(ncy,)-9( in)-7( % .)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 1 1 1 sc 182.58 315.56 244.32 -10.68 re f 0.6 0.6 1 sc 0.387 w 0 j 186.06 308.3 3.42 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT73 1 Tf 0.0011 Tc 0.0044 Tw 5.6351 0 0 5.6351 188.8992 704.322 Tm [(B)19(r)4(oa)8(dl)23(eaf)25( c)8(r)4(op)11(s)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 0.6 0.216 0.4 sc 232.44 308.3 3.42 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT73 1 Tf -0.0209 Tc 0 Tw 5.6351 0 0 5.6351 235.2792 704.322 Tm [(S)-18(a)-24(va)-24(nna)-14(h)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 1 1 0.796 sc 264.84 308.3 3.42 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT73 1 Tf 0.0039 Tc 5.6351 0 0 5.6351 267.7392 704.322 Tm [(G)13(r)7(a)11(sses/)5(ce)11(r)7(eal)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 0.796 1 1 sc 308.28 308.3 3.36 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT73 1 Tf -0.0242 Tc 0.0297 Tw 5.6351 0 0 5.6351 311.1192 704.322 Tm [(B)-7(r)-21(o)-14(a)-27(d)-25(l)-2(e)-17(a)-28(f fo)-25(r)-11(e)-28(s)-29(t)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 0.4 0 0.4 sc 355.14 308.3 3.42 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT73 1 Tf -0.0011 Tc 0 Tw 5.6351 0 0 5.6351 357.9792 704.322 Tm [(Sh)20(r)13(u)20(bs)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 1 0.502 0.502 sc 381.48 308.3 3.36 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT73 1 Tf 0.0036 Tc 0.0019 Tw 5.6351 0 0 5.6351 384.3192 704.322 Tm [(N)12(eedl)26(el)26(e)11(af)28( f)28(o)3(r)17(est)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 160.98 322.04 0.48 -0.48 re f 160.98 322.04 273.42 -0.48 re f 433.92 322.04 0.48 -0.48 re f 160.98 321.56 0.48 -190.14 re f 433.92 321.56 0.48 -190.14 re f 160.98 131.42 0.48 -0.48 re f 160.98 131.42 273.42 -0.48 re f 433.92 131.42 0.48 -0.48 re f 1 0 0 1 1.9608 -396.0816 cm BT /TT73 1 Tf 0 Tc 0 Tw 12 0 0 12 432.4392 527.0219 Tm ( )Tj -30.29 -0.925 Td ( )Tj /TT74 1 Tf 0.0005 Tc -0.0005 Tw 0 -1.15 TD (Figure 5)Tj /TT73 1 Tf 0.0004 Tc -0.0004 Tw 3.585 0 Td [(: R)7(e)-1(lative frequency \(%\) of biom)8(e-type )]TJ 0.0001 Tc -0.0001 Tw 15.99 0 Td (by percentage of soybean in the pixel. )Tj 0 Tc 0 Tw -19.575 -1.15 Td ( )Tj /TT74 1 Tf 0 -1.16 TD ( )Tj 0 g ET /GS53 gs BT /T1_26 9 Tf 1 0 0 1 289.994 28.8 Tm (259)Tj /CS52 cs 0 0 0 sc ET /GS52 gs BT /TT74 1 Tf 12 0 0 12 77.3717 638.0512 Tm (4. Conclusion )Tj /TT73 1 Tf -0.0002 Tc 0.0392 Tw 0 -1.64 TD [(Since the high relative f)8(r)-2(equency of )]TJ /TT75 1 Tf 0.0385 Tw 14.775 0 Td (Standard fill value 255)Tj /TT73 1 Tf 0.0011 Tc 0.0364 Tw 9.31 0 Td [( r)4(etr)4(ievals in)6( )]TJ /TT75 1 Tf 0.0004 Tc 0.0396 Tw 5.355 0 Td (Collection 4)Tj /TT73 1 Tf 0 Tc 0 Tw 4.955 0 Td ( )Tj /TT75 1 Tf -0.0001 Tc 0.29 0 Td (MODIS )Tj -0.001 Tc -34.685 -1.15 Td (LAI)Tj /TT73 1 Tf -0.0004 Tc 0.0854 Tw 1.5 0 Td ( product \(MOD15A2\) occurs for pixels with )Tj 0.0853 Tw (high soybean percentage)Tj 0.0004 Tc 0.0821 Tw 28.6 0 Td (, only in a specific )Tj 0.0002 Tc 0.0789 Tw -30.1 -1.15 Td [(period which coincides with the m)8(a)-6(xim)8(u)-5(m)8( soybean)]TJ 0.0009 Tc 0.0753 Tw 21.08 0 Td ( growth stage, the re)Tj 0.0003 Tc 0.0797 Tw 8.45 0 Td [(sults from)8( our study )]TJ 0.0007 Tc 0.0059 Tw -29.53 -1.15 Td (indicate that those retrievals )Tj -0.0003 Tc 0.0103 Tw 11.54 0 Td [(are closely related to the soybean)3( areas. Besides, their occurrence )]TJ 0.001 Tc 0.339 Tw -11.54 -1.15 Td [(appears)5( not to be)5( dire)5(ctly)6( re)5(lated)6( to an)6( eve)5(n)1(tual m)9(i)-1(sclassif)4(i)-1(ca)5(tion)6( in )]TJ /TT75 1 Tf 0.0002 Tc 0 Tw 30.91 0 Td (landcover)Tj /TT73 1 Tf -0.0018 Tc 0.3418 Tw 4 0 Td ( input. )Tj 0.0001 Tc 0.2549 Tw -34.91 -1.15 Td (Therefore, the Collection 4 MOD15A2 product )Tj 0.0006 Tc 0.2527 Tw 20.72 0 Td (is not suitable to )Tj -0.0001 Tc 7.855 0 Td [(m)8(o)-5(nitor LAI seasonal )]TJ 0.0002 Tc 0.0798 Tw -28.575 -1.15 Td [(changes over soybean areas. Thus, more effort )-2(must be foc)-6(used on validating the product in )]TJ -0.0002 Tw 0 -1.15 TD (further studies. )Tj /TT74 1 Tf 0 -2.16 TD (5. References )Tj /TT73 1 Tf -0.0012 Tc 0.2362 Tw 10.02 0 0 10.02 77.3717 478.0312 Tm [(Kn)-4(yazikh)-4(in, )6(Y.; Marton)-4(ch)-4(i)7(k)-4(, J.V.; Di)7(n)-4(er, )6(D. J.; Myn)-4(e)6(n)-4(i)]TJ -0.0005 Tc 0.2355 Tw [(, R. B.; )6(Verstraete, M. M)8(.)]TJ -0.0018 Tc 0.2368 Tw 35.2395 0 Td [(; Pin)-5(t)1(y, B.; )6(Go)-5(bro)-5(n)1(, N. )]TJ 0.0015 Tc 0.1677 Tw -35.2395 -1.1497 Td [(Est)4(i)-2(m)13(a)2(t)4(i)4(on of)5( )6(veget)4(a)2(t)4(i)4(o)5(n ca)8(n)5(opy)5( l)4(e)2(a)8(f)-1( a)8(r)-1(ea )6(i)4(nde)8(x a)8(n)5(d f)5(r)-1(ac)8(t)4(i)4(on )6(of)5( ab)5(so)5(rb)5(ed )6(ph)5(ot)10(osy)5(n)-1(t)4(h)5(et)4(i)4(cal)4(l)4(y)5( acti)4(v)-1(e ra)8(di)4(at)4(i)4(o)5(n)5( )]TJ 0.0014 Tc 0.0001 Tw 0 -1.1437 TD [(fr)5(om)13( atm)13(o)-2(sphe)8(re-c)8(or)5(rect)4(ed)4( M)4(I)-1(SR)4( )6(dat)4(a)2(, )]TJ /TT74 1 Tf 0.0016 Tc -0.0061 Tw 15.9341 0 Td [(J. G)7(e)2(oph)7(y)-1(s.)6( )-6(Re)8(s)]TJ /TT73 1 Tf 0.0026 Tc -0.0071 Tw [(.,)7( 10)6(3:)5( 32)6(2)6(39)6(-)6(32)6(25)6(6,)7( )-6(1)6(9)6(98a)9(. )]TJ 0.0018 Tc 0.1973 Tw -15.9341 -1.7485 Td [(Kny)5(azi)4(k)5(h)-1(i)4(n)5(, Y)5(.;)4( M)5(a)3(rt)4(onc)9(hi)4(k,)6( J. V.;)4( M)5(y)5(nen)5(i)4(, R)4(. B)4(.;)4( Di)4(ner, D. J.;)4( R)4(u)5(nn)5(i)4(ng, S)7(. )6(W)-6(. Sy)11(ner)6(g)-1(i)4(s)2(t)4(i)4(c)3( al)4(gor)6(i)4(t)4(h)-7(m)13( for )]TJ 0.0014 Tc 0.0899 Tw 0 -1.1497 TD [(est)4(i)-2(m)13(a)2(ti)4(ng ve)8(g)4(e)2(t)4(a)2(t)4(i)4(on cano)4(p)-2(y)10( l)4(eaf area i)4(nde)8(x an)4(d fract)4(i)4(o)4(n of ab)4(so)4(rbe)8(d)-2( p)4(h)4(o)-2(t)4(o)-2(sy)10(nt)4(het)4(i)4(cal)4(l)4(y)4( act)4(i)4(v)-2(e radi)4(at)4(ion f)5(r)5(o)-8(m)7( )]TJ 0.0004 Tc 0.0011 Tw 0 -1.1437 TD [(MODIS a)7(n)3(d M)9(I)-2(SR )6(data, )]TJ /TT74 1 Tf 0.0016 Tc -0.0061 Tw 10.006 0 Td [(J. G)7(e)2(oph)7(y)-1(s.)6( )-6(Re)8(s)]TJ /TT73 1 Tf 0.0025 Tc -0.007 Tw [(.,)7( 10)6(3:)5( 32)6(2)6(57)6(-)6(32)6(27)6(5,)7( )-6(1)6(9)6(98)6(b. )]TJ -0.0005 Tc 0.0619 Tw -10.006 -1.7485 Td [(Kn)-3(yazikh)-3(in, Y.; Glassy, J.; Priv)-3(ette, J. L.; Tian)-3(, Y.; Lo)]TJ -0.0008 Tc 0.0622 Tw 22.4311 0 Td [(tsch, A.; Zh)-4(an)-4(g, Y.; W)-9(a)6(ng)-4(, Y.; )6(Mo)-4(risette, J. T.; Vo)-4(tav)-4(a)6(, )]TJ 0.002 Tc 0.3588 Tw -22.4311 -1.1497 Td [(P.;)4( M)5(y)5(ne)9(ni)4(, )6(R)4(.)1(B)4(.)1(;)4( )6(Nem)13(a)-3(ni)4(, R)4(.)7( R)4(.)1(;)4( R)10(u)5(nni)10(ng)5(, S)7(.)1( )6(W.)7( M)5(O)6(DIS)7( Lea)9(f )6(Area)9( I)6(nde)9(x)5( \(L)8(AI)6(\) a)9(n)5(d )6(Fract)4(i)4(o)5(n )6(of)6( )]TJ 0.0016 Tc 0.0538 Tw 0 -1.1437 TD [(Ph)5(ot)4(osy)11(n)-1(t)4(h)-1(et)4(i)4(cal)4(l)4(y)5( Act)4(i)4(v)-1(e R)4(a)-4(di)4(at)4(i)4(on A)5(b)-1(s)8(o)-1(r)5(b)5(ed by)5( Ve)8(get)4(a)2(t)4(i)4(on \()5(F)1(P)7(A)-1(R)4(\))-1( Pr)5(od)5(uct)4( \(M)5(O)5(D)5(1)5(5\) Al)10(go)5(ri)4(t)4(h)-1(m)13( )-6(The)8(o)-1(ret)4(i)4(cal)4( )]TJ 0 Tc 0.0015 Tw 0 -1.1497 TD [(Basis Docum)11(e)1(nt, )]TJ /TT75 1 Tf 0.0016 Tc 0 Tw 7.0719 0 Td [(e)8(o)-1(s)8(p)-1(so)5(.g)5(sf)4(c.)6(nas)8(a.)6(g)5(o)-1(v/)4(at)10(bd/)10(mo)5(di)4(st)4(a)5(b)-1(l)4(e)2(s.)6(ht)4(ml)]TJ /TT73 1 Tf 0.0008 Tc -0.0053 Tw 17.515 0 Td (, 1999. )Tj -0.0007 Tc 0.0381 Tw -24.5868 -1.7425 Td [(Myn)-4(en)-4(i)2(, R.B.; )6(Hoffm)11(an)-4(, S.; )6(Kn)-4(yazikh)-4(in, Y.; Priv)-4(ette, J.L.)5(; Glassy, J.; Tian)-4(, Y.; )6(W)-9(a)6(n)-4(g)2(, )6(Y.; Song)-4(, )6(X.; Zh)-4(an)-4(g, Y.; )]TJ 0.0015 Tc 0.0659 Tw 0 -1.1497 TD [(Sm)7(i)4(t)4(h)-1(, G.R)4(.;)4( Lot)4(s)1(ch)5(, A.;)4( Fri)4(e)8(dl)4(, M)4(.;)4( M)4(o)-1(ri)4(se)8(t)4(t)4(e)2(, J.T.;)4( Vot)4(a)2(v)5(a)2(, P.;)4( Nem)13(a)2(ni)4(, R)4(.R)4(.;)4( R)4(unni)10(n)5(g)-1(, S.)6(W. )6(Gl)4(o)5(b)-1(al)4( pro)5(d)5(u)-1(ct)4(s)7( )]TJ 0.002 Tc 0.0115 Tw 0 -1.1497 TD [(of)6( ve)9(get)4(a)3(t)4(i)4(o)-1(n)5( l)4(eaf are)9(a)3( a)9(n)-1(d)5( f)6(r)6(act)4(i)4(on a)9(b)-1(s)8(o)-1(r)6(b)-1(e)9(d)-1( P)7(AR)4( )6(fr)6(om)13( y)5(e)-3(ar )6(one)9( o)5(f M)11(O)6(DIS)7( )6(dat)4(a)]TJ /TT75 1 Tf 0 Tc 0 Tw 32.4371 0 Td ( )Tj /TT74 1 Tf 0.0003 Tc 0.0132 Tw 0.2635 0 Td [(Rem)7(o)-3(te)7( Sensin)6(g E)9(nviron)]TJ /TT75 1 Tf 0 Tc 0 Tw 10.5629 0 Td (.)Tj /TT73 1 Tf -0.0038 Tc 0.0173 Tw 0.2515 0 Td [(, 91)-7(,)7( )]TJ ET endstream endobj 308 0 obj 13678 endobj 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-0.5053 2.6162 Td (10)Tj 0 2.6275 TD (20)Tj 0 2.6162 TD (30)Tj 0 2.6162 TD (40)Tj T* (50)Tj 0 2.6387 TD (60)Tj 0 2.6162 TD (70)Tj 0 2.6162 TD (80)Tj 0 2.6275 TD (90)Tj -0.5053 2.6162 Td (100)Tj 0.0029 Tw 2.5601 -27.6783 Td [(>)8( )11(0 -)13( )11(10 )-842(10 -)13( )11(20)-1156(20 -)24( 30)-1134(30 -)13( )11(40)-1156(40 -)13( )11(50)-1156(50 )11(-)13( 60)-1134(60 -)13( )11(70)-1156(70 -)24( 80)-1134(80 -)13( )11(90)-909(90 )11(-)13( 100)-1549(100)]TJ -0.003 Tc 0.0091 Tw 7.9669 0 0 7.9669 249.5592 533.5619 Tm [(Perc)12(entag)15(e)4( of)6( soy)8(be)12(a)4(n in th)8(e pixel)]TJ -0.0025 Tc 0.0086 Tw 0 7.9669 -7.9669 0 170.7192 584.8019 Tm [(R)-6(e)-3(lati)-11(ve F)-11(r)-1(equ)-7(e)5(ncy,)-9( in)-7( % .)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 1 1 1 sc 182.58 315.56 244.32 -10.68 re f 0.6 0.6 1 sc 0.387 w 0 j 186.06 308.3 3.42 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT76 1 Tf 0.0011 Tc 0.0044 Tw 5.6351 0 0 5.6351 188.8992 704.322 Tm [(B)19(r)4(oa)8(dl)23(eaf)25( c)8(r)4(op)11(s)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 0.6 0.216 0.4 sc 232.44 308.3 3.42 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT76 1 Tf -0.0209 Tc 0 Tw 5.6351 0 0 5.6351 235.2792 704.322 Tm [(S)-18(a)-24(va)-24(nna)-14(h)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 1 1 0.796 sc 264.84 308.3 3.42 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT76 1 Tf 0.0039 Tc 5.6351 0 0 5.6351 267.7392 704.322 Tm [(G)13(r)7(a)11(sses/)5(ce)11(r)7(eal)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 0.796 1 1 sc 308.28 308.3 3.36 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT76 1 Tf -0.0242 Tc 0.0297 Tw 5.6351 0 0 5.6351 311.1192 704.322 Tm [(B)-7(r)-21(o)-14(a)-27(d)-25(l)-2(e)-17(a)-28(f fo)-25(r)-11(e)-28(s)-29(t)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 0.4 0 0.4 sc 355.14 308.3 3.42 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT76 1 Tf -0.0011 Tc 0 Tw 5.6351 0 0 5.6351 357.9792 704.322 Tm [(Sh)20(r)13(u)20(bs)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 1 0.502 0.502 sc 381.48 308.3 3.36 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT76 1 Tf 0.0036 Tc 0.0019 Tw 5.6351 0 0 5.6351 384.3192 704.322 Tm [(N)12(eedl)26(el)26(e)11(af)28( f)28(o)3(r)17(est)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 160.98 322.04 0.48 -0.48 re f 160.98 322.04 273.42 -0.48 re f 433.92 322.04 0.48 -0.48 re f 160.98 321.56 0.48 -190.14 re f 433.92 321.56 0.48 -190.14 re f 160.98 131.42 0.48 -0.48 re f 160.98 131.42 273.42 -0.48 re f 433.92 131.42 0.48 -0.48 re f 1 0 0 1 1.9608 -396.0816 cm BT /TT76 1 Tf 0 Tc 0 Tw 12 0 0 12 432.4392 527.0219 Tm ( )Tj -30.29 -0.925 Td ( )Tj /TT77 1 Tf 0.0005 Tc -0.0005 Tw 0 -1.15 TD (Figure 5)Tj /TT76 1 Tf 0.0004 Tc -0.0004 Tw 3.585 0 Td [(: R)7(e)-1(lative frequency \(%\) of biom)8(e-type )]TJ 0.0001 Tc -0.0001 Tw 15.99 0 Td (by percentage of soybean in the pixel. )Tj 0 Tc 0 Tw -19.575 -1.15 Td ( )Tj /TT77 1 Tf 0 -1.16 TD ( )Tj 0 g ET /GS55 gs BT /T1_27 9 Tf 1 0 0 1 289.994 28.8 Tm (259)Tj /CS54 cs 0 0 0 sc ET /GS54 gs BT /TT77 1 Tf 12 0 0 12 77.3717 638.0512 Tm (4. Conclusion )Tj /TT76 1 Tf -0.0002 Tc 0.0392 Tw 0 -1.64 TD [(Since the high relative f)8(r)-2(equency of )]TJ /TT78 1 Tf 0.0385 Tw 14.775 0 Td (Standard fill value 255)Tj /TT76 1 Tf 0.0011 Tc 0.0364 Tw 9.31 0 Td [( r)4(etr)4(ievals in)6( )]TJ /TT78 1 Tf 0.0004 Tc 0.0396 Tw 5.355 0 Td (Collection 4)Tj /TT76 1 Tf 0 Tc 0 Tw 4.955 0 Td ( )Tj /TT78 1 Tf -0.0001 Tc 0.29 0 Td (MODIS )Tj -0.001 Tc -34.685 -1.15 Td (LAI)Tj /TT76 1 Tf -0.0004 Tc 0.0854 Tw 1.5 0 Td ( product \(MOD15A2\) occurs for pixels with )Tj 0.0853 Tw (high soybean percentage)Tj 0.0004 Tc 0.0821 Tw 28.6 0 Td (, only in a specific )Tj 0.0002 Tc 0.0789 Tw -30.1 -1.15 Td [(period which coincides with the m)8(a)-6(xim)8(u)-5(m)8( soybean)]TJ 0.0009 Tc 0.0753 Tw 21.08 0 Td ( growth stage, the re)Tj 0.0003 Tc 0.0797 Tw 8.45 0 Td [(sults from)8( our study )]TJ 0.0007 Tc 0.0059 Tw -29.53 -1.15 Td (indicate that those retrievals )Tj -0.0003 Tc 0.0103 Tw 11.54 0 Td [(are closely related to the soybean)3( areas. Besides, their occurrence )]TJ 0.001 Tc 0.339 Tw -11.54 -1.15 Td [(appears)5( not to be)5( dire)5(ctly)6( re)5(lated)6( to an)6( eve)5(n)1(tual m)9(i)-1(sclassif)4(i)-1(ca)5(tion)6( in )]TJ /TT78 1 Tf 0.0002 Tc 0 Tw 30.91 0 Td (landcover)Tj /TT76 1 Tf -0.0018 Tc 0.3418 Tw 4 0 Td ( input. )Tj 0.0001 Tc 0.2549 Tw -34.91 -1.15 Td (Therefore, the Collection 4 MOD15A2 product )Tj 0.0006 Tc 0.2527 Tw 20.72 0 Td (is not suitable to )Tj -0.0001 Tc 7.855 0 Td [(m)8(o)-5(nitor LAI seasonal )]TJ 0.0002 Tc 0.0798 Tw -28.575 -1.15 Td [(changes over soybean areas. Thus, more effort )-2(must be foc)-6(used on validating the product in )]TJ -0.0002 Tw 0 -1.15 TD (further studies. )Tj /TT77 1 Tf 0 -2.16 TD (5. References )Tj /TT76 1 Tf -0.0012 Tc 0.2362 Tw 10.02 0 0 10.02 77.3717 478.0312 Tm [(Kn)-4(yazikh)-4(in, )6(Y.; Marton)-4(ch)-4(i)7(k)-4(, J.V.; Di)7(n)-4(er, )6(D. J.; Myn)-4(e)6(n)-4(i)]TJ -0.0005 Tc 0.2355 Tw [(, R. B.; )6(Verstraete, M. M)8(.)]TJ -0.0018 Tc 0.2368 Tw 35.2395 0 Td [(; Pin)-5(t)1(y, B.; )6(Go)-5(bro)-5(n)1(, N. )]TJ 0.0015 Tc 0.1677 Tw -35.2395 -1.1497 Td [(Est)4(i)-2(m)13(a)2(t)4(i)4(on of)5( )6(veget)4(a)2(t)4(i)4(o)5(n ca)8(n)5(opy)5( l)4(e)2(a)8(f)-1( a)8(r)-1(ea )6(i)4(nde)8(x a)8(n)5(d f)5(r)-1(ac)8(t)4(i)4(on )6(of)5( ab)5(so)5(rb)5(ed )6(ph)5(ot)10(osy)5(n)-1(t)4(h)5(et)4(i)4(cal)4(l)4(y)5( acti)4(v)-1(e ra)8(di)4(at)4(i)4(o)5(n)5( )]TJ 0.0014 Tc 0.0001 Tw 0 -1.1437 TD [(fr)5(om)13( atm)13(o)-2(sphe)8(re-c)8(or)5(rect)4(ed)4( M)4(I)-1(SR)4( )6(dat)4(a)2(, )]TJ /TT77 1 Tf 0.0016 Tc -0.0061 Tw 15.9341 0 Td [(J. G)7(e)2(oph)7(y)-1(s.)6( )-6(Re)8(s)]TJ /TT76 1 Tf 0.0026 Tc -0.0071 Tw [(.,)7( 10)6(3:)5( 32)6(2)6(39)6(-)6(32)6(25)6(6,)7( )-6(1)6(9)6(98a)9(. )]TJ 0.0018 Tc 0.1973 Tw -15.9341 -1.7485 Td [(Kny)5(azi)4(k)5(h)-1(i)4(n)5(, Y)5(.;)4( M)5(a)3(rt)4(onc)9(hi)4(k,)6( J. V.;)4( M)5(y)5(nen)5(i)4(, R)4(. B)4(.;)4( Di)4(ner, D. J.;)4( R)4(u)5(nn)5(i)4(ng, S)7(. )6(W)-6(. Sy)11(ner)6(g)-1(i)4(s)2(t)4(i)4(c)3( al)4(gor)6(i)4(t)4(h)-7(m)13( for )]TJ 0.0014 Tc 0.0899 Tw 0 -1.1497 TD [(est)4(i)-2(m)13(a)2(ti)4(ng ve)8(g)4(e)2(t)4(a)2(t)4(i)4(on cano)4(p)-2(y)10( l)4(eaf area i)4(nde)8(x an)4(d fract)4(i)4(o)4(n of ab)4(so)4(rbe)8(d)-2( p)4(h)4(o)-2(t)4(o)-2(sy)10(nt)4(het)4(i)4(cal)4(l)4(y)4( act)4(i)4(v)-2(e radi)4(at)4(ion f)5(r)5(o)-8(m)7( )]TJ 0.0004 Tc 0.0011 Tw 0 -1.1437 TD [(MODIS a)7(n)3(d M)9(I)-2(SR )6(data, )]TJ /TT77 1 Tf 0.0016 Tc -0.0061 Tw 10.006 0 Td [(J. G)7(e)2(oph)7(y)-1(s.)6( )-6(Re)8(s)]TJ /TT76 1 Tf 0.0025 Tc -0.007 Tw [(.,)7( 10)6(3:)5( 32)6(2)6(57)6(-)6(32)6(27)6(5,)7( )-6(1)6(9)6(98)6(b. )]TJ -0.0005 Tc 0.0619 Tw -10.006 -1.7485 Td [(Kn)-3(yazikh)-3(in, Y.; Glassy, J.; Priv)-3(ette, J. L.; Tian)-3(, Y.; Lo)]TJ -0.0008 Tc 0.0622 Tw 22.4311 0 Td [(tsch, A.; Zh)-4(an)-4(g, Y.; W)-9(a)6(ng)-4(, Y.; )6(Mo)-4(risette, J. T.; Vo)-4(tav)-4(a)6(, )]TJ 0.002 Tc 0.3588 Tw -22.4311 -1.1497 Td [(P.;)4( M)5(y)5(ne)9(ni)4(, )6(R)4(.)1(B)4(.)1(;)4( )6(Nem)13(a)-3(ni)4(, R)4(.)7( R)4(.)1(;)4( R)10(u)5(nni)10(ng)5(, S)7(.)1( )6(W.)7( M)5(O)6(DIS)7( Lea)9(f )6(Area)9( I)6(nde)9(x)5( \(L)8(AI)6(\) a)9(n)5(d )6(Fract)4(i)4(o)5(n )6(of)6( )]TJ 0.0016 Tc 0.0538 Tw 0 -1.1437 TD [(Ph)5(ot)4(osy)11(n)-1(t)4(h)-1(et)4(i)4(cal)4(l)4(y)5( Act)4(i)4(v)-1(e R)4(a)-4(di)4(at)4(i)4(on A)5(b)-1(s)8(o)-1(r)5(b)5(ed by)5( Ve)8(get)4(a)2(t)4(i)4(on \()5(F)1(P)7(A)-1(R)4(\))-1( Pr)5(od)5(uct)4( \(M)5(O)5(D)5(1)5(5\) Al)10(go)5(ri)4(t)4(h)-1(m)13( )-6(The)8(o)-1(ret)4(i)4(cal)4( )]TJ 0 Tc 0.0015 Tw 0 -1.1497 TD [(Basis Docum)11(e)1(nt, )]TJ /TT78 1 Tf 0.0016 Tc 0 Tw 7.0719 0 Td [(e)8(o)-1(s)8(p)-1(so)5(.g)5(sf)4(c.)6(nas)8(a.)6(g)5(o)-1(v/)4(at)10(bd/)10(mo)5(di)4(st)4(a)5(b)-1(l)4(e)2(s.)6(ht)4(ml)]TJ /TT76 1 Tf 0.0008 Tc -0.0053 Tw 17.515 0 Td (, 1999. )Tj -0.0007 Tc 0.0381 Tw -24.5868 -1.7425 Td [(Myn)-4(en)-4(i)2(, R.B.; )6(Hoffm)11(an)-4(, S.; )6(Kn)-4(yazikh)-4(in, Y.; Priv)-4(ette, J.L.)5(; Glassy, J.; Tian)-4(, Y.; )6(W)-9(a)6(n)-4(g)2(, )6(Y.; Song)-4(, )6(X.; Zh)-4(an)-4(g, Y.; )]TJ 0.0015 Tc 0.0659 Tw 0 -1.1497 TD [(Sm)7(i)4(t)4(h)-1(, G.R)4(.;)4( Lot)4(s)1(ch)5(, A.;)4( Fri)4(e)8(dl)4(, M)4(.;)4( M)4(o)-1(ri)4(se)8(t)4(t)4(e)2(, J.T.;)4( Vot)4(a)2(v)5(a)2(, P.;)4( Nem)13(a)2(ni)4(, R)4(.R)4(.;)4( R)4(unni)10(n)5(g)-1(, S.)6(W. )6(Gl)4(o)5(b)-1(al)4( pro)5(d)5(u)-1(ct)4(s)7( )]TJ ET endstream endobj 310 0 obj 13198 endobj 311 0 obj << /Length 312 0 R >> stream 1 0 0 1 -1.9608 396.0816 cm /CS56 cs 0.749 0.749 0.749 sc 1 i /RelativeColorimetric ri /GS56 gs 190.56 301.16 235.08 -140.04 re f q 190.56 175.1 235.08 0.06 re W n /CS56 CS 0 0 0 SC 0.06 w 10 M 1 j 1 J []0 d 190.56 175.16 m 425.64 175.16 l S Q q 190.56 189.08 235.08 0.06 re W n /CS56 CS 0 0 0 SC 0.06 w 10 M 1 j 1 J []0 d 190.56 189.14 m 425.64 189.14 l S Q q 190.56 203.06 235.08 0.06 re W n /CS56 CS 0 0 0 SC 0.06 w 10 M 1 j 1 J []0 d 190.56 203.12 m 425.64 203.12 l S Q q 190.56 217.04 235.08 0.06 re W n /CS56 CS 0 0 0 SC 0.06 w 10 M 1 j 1 J []0 d 190.56 217.1 m 425.64 217.1 l S Q q 190.56 231.02 235.08 0.06 re W n /CS56 CS 0 0 0 SC 0.06 w 10 M 1 j 1 J []0 d 190.56 231.08 m 425.64 231.08 l S Q q 190.56 245.12 235.08 0.06 re W n /CS56 CS 0 0 0 SC 0.06 w 10 M 1 j 1 J []0 d 190.56 245.18 m 425.64 245.18 l S Q q 190.56 259.1 235.08 0.06 re W n /CS56 CS 0 0 0 SC 0.06 w 10 M 1 j 1 J []0 d 190.56 259.16 m 425.64 259.16 l S Q q 190.56 273.14 235.08 0.06 re W n /CS56 CS 0 0 0 SC 0.06 w 10 M 1 j 1 J []0 d 190.56 273.2 m 425.64 273.2 l S Q q 190.56 287.12 235.08 0.06 re W n /CS56 CS 0 0 0 SC 0.06 w 10 M 1 j 1 J []0 d 190.56 287.18 m 425.64 287.18 l S Q q 190.56 301.1 235.08 0.06 re W n /CS56 CS 0 0 0 SC 0.06 w 10 M 1 j 1 J []0 d 190.56 301.16 m 425.64 301.16 l S Q /CS56 CS 0.502 0.502 0.502 SC 0.387 w 10 M 1 j 1 J []0 d 190.56 301.16 235.08 -140.04 re S q 196.68 161.18 9.24 32.4 re W n 0.6 0.6 1 sc 0 0 0 SC 196.98 193.28 8.58 -32.16 re B* Q q 218.04 161.18 9.18 46.32 re W n 0.6 0.6 1 sc 0 0 0 SC 218.34 207.2 8.52 -46.08 re B* Q q 239.4 161.18 9.24 58.98 re W n 0.6 0.6 1 sc 0 0 0 SC 239.7 219.86 8.58 -58.74 re B* Q q 260.82 161.18 9.12 70.2 re W n 0.6 0.6 1 sc 0 0 0 SC 261.12 231.08 8.46 -69.96 re B* Q q 282.12 161.18 9.24 81.42 re W n 0.6 0.6 1 sc 0 0 0 SC 282.42 242.3 8.58 -81.18 re B* Q q 303.54 161.18 9.12 88.2 re W n 0.6 0.6 1 sc 0 0 0 SC 303.84 249.08 8.46 -87.96 re B* Q q 324.84 161.18 9.24 94.92 re W n 0.6 0.6 1 sc 0 0 0 SC 325.14 255.8 8.58 -94.68 re B* Q q 346.26 161.18 9.12 101.04 re W n 0.6 0.6 1 sc 0 0 0 SC 346.56 261.92 8.46 -100.8 re B* Q q 367.56 161.18 9.24 105.42 re W n 0.6 0.6 1 sc 0 0 0 SC 367.86 266.3 8.58 -105.18 re B* Q q 388.98 161.18 9.12 105.12 re W n 0.6 0.6 1 sc 0 0 0 SC 389.28 266 8.46 -104.88 re B* Q q 410.28 161.18 9.24 104.16 re W n 0.6 0.6 1 sc 0 0 0 SC 410.58 265.04 8.58 -103.92 re B* Q 0.6 0.216 0.4 sc 0 0 0 SC 196.98 266.3 8.58 -73.02 re B* 218.34 274.04 8.52 -66.84 re B* 239.7 278.3 8.58 -58.44 re B* 261.12 282.38 8.46 -51.3 re B* 282.42 284.24 8.58 -41.94 re B* 303.84 285.02 8.46 -35.94 re B* 325.14 285.8 8.58 -30 re B* 346.56 285.8 8.46 -23.88 re B* 367.86 285.44 8.58 -19.14 re B* 389.28 281.72 8.46 -15.72 re B* 410.58 274.46 8.58 -9.42 re B* 1 1 0.796 sc 196.98 277.76 8.58 -11.46 re B* 218.34 284.24 8.52 -10.2 re B* 239.7 287.36 8.58 -9.06 re B* 261.12 289.88 8.46 -7.5 re B* 282.42 291.32 8.58 -7.08 re B* 303.84 292.34 8.46 -7.32 re B* 325.14 293.48 8.58 -7.68 re B* 346.56 294.26 8.46 -8.46 re B* 367.86 295.88 8.58 -10.44 re B* 389.28 296.96 8.46 -15.24 re B* 410.58 299.6 8.58 -25.14 re B* 0.796 1 1 sc 196.98 295.82 8.58 -18.06 re B* 218.34 296.9 8.52 -12.66 re B* 239.7 297.92 8.58 -10.56 re B* 261.12 298.34 8.46 -8.46 re B* 282.42 299.12 8.58 -7.8 re B* 303.84 299.48 8.46 -7.14 re B* 325.14 299.78 8.58 -6.3 re B* 346.56 299.9 8.46 -5.64 re B* 367.86 300.38 8.58 -4.5 re B* 389.28 300.38 8.46 -3.42 re B* 410.58 301.16 8.58 -1.56 re B* 0.4 0 0.4 sc 196.98 300.5 8.58 -4.68 re B* 218.34 300.68 8.52 -3.78 re B* 239.7 300.74 8.58 -2.82 re B* 261.12 300.86 8.46 -2.52 re B* 282.42 300.86 8.58 -1.74 re B* 303.84 300.86 8.46 -1.38 re B* 325.14 300.98 8.58 -1.2 re B* 346.56 300.86 8.46 -0.96 re B* 367.86 300.86 8.58 -0.48 re B* 389.28 300.98 8.46 -0.6 re B* 1 0.502 0.502 sc 196.98 301.16 8.58 -0.66 re B* 218.34 301.16 8.52 -0.48 re B* 239.7 301.16 8.58 -0.42 re B* 261.12 301.16 8.46 -0.3 re B* 282.42 301.16 8.58 -0.3 re B* 303.84 301.16 8.46 -0.3 re B* 325.14 301.16 8.58 -0.18 re B* 346.56 301.16 8.46 -0.3 re B* 367.86 301.16 8.58 -0.3 re B* 389.28 301.16 8.46 -0.18 re B* 0.06 w 190.56 301.16 m 190.56 161.12 l 188.94 161.12 m 190.56 161.12 l 188.94 175.16 m 190.56 175.16 l 188.94 189.14 m 190.56 189.14 l 188.94 203.12 m 190.56 203.12 l 188.94 217.1 m 190.56 217.1 l 188.94 231.08 m 190.56 231.08 l 188.94 245.18 m 190.56 245.18 l 188.94 259.16 m 190.56 259.16 l 188.94 273.2 m 190.56 273.2 l 188.94 287.18 m 190.56 287.18 l 188.94 301.16 m 190.56 301.16 l 190.56 161.12 m 425.64 161.12 l 190.56 159.5 m 190.56 161.12 l 211.98 159.5 m 211.98 161.12 l 233.34 159.5 m 233.34 161.12 l 254.7 159.5 m 254.7 161.12 l 276.06 159.5 m 276.06 161.12 l 297.48 159.5 m 297.48 161.12 l 318.78 159.5 m 318.78 161.12 l 340.2 159.5 m 340.2 161.12 l 361.5 159.5 m 361.5 161.12 l 382.92 159.5 m 382.92 161.12 l 404.22 159.5 m 404.22 161.12 l 425.64 159.5 m 425.64 161.12 l S 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT79 1 Tf 5.3435 0 0 5.3435 181.9992 555.5219 Tm (0)Tj 0.0053 Tc -0.5053 2.6162 Td (10)Tj 0 2.6275 TD (20)Tj 0 2.6162 TD (30)Tj 0 2.6162 TD (40)Tj T* (50)Tj 0 2.6387 TD (60)Tj 0 2.6162 TD (70)Tj 0 2.6162 TD (80)Tj 0 2.6275 TD (90)Tj -0.5053 2.6162 Td (100)Tj 0.0029 Tw 2.5601 -27.6783 Td [(>)8( )11(0 -)13( )11(10 )-842(10 -)13( )11(20)-1156(20 -)24( 30)-1134(30 -)13( )11(40)-1156(40 -)13( )11(50)-1156(50 )11(-)13( 60)-1134(60 -)13( )11(70)-1156(70 -)24( 80)-1134(80 -)13( )11(90)-909(90 )11(-)13( 100)-1549(100)]TJ -0.003 Tc 0.0091 Tw 7.9669 0 0 7.9669 249.5592 533.5619 Tm [(Perc)12(entag)15(e)4( of)6( soy)8(be)12(a)4(n in th)8(e pixel)]TJ -0.0025 Tc 0.0086 Tw 0 7.9669 -7.9669 0 170.7192 584.8019 Tm [(R)-6(e)-3(lati)-11(ve F)-11(r)-1(equ)-7(e)5(ncy,)-9( in)-7( % .)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 1 1 1 sc 182.58 315.56 244.32 -10.68 re f 0.6 0.6 1 sc 0.387 w 0 j 186.06 308.3 3.42 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT79 1 Tf 0.0011 Tc 0.0044 Tw 5.6351 0 0 5.6351 188.8992 704.322 Tm [(B)19(r)4(oa)8(dl)23(eaf)25( c)8(r)4(op)11(s)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 0.6 0.216 0.4 sc 232.44 308.3 3.42 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT79 1 Tf -0.0209 Tc 0 Tw 5.6351 0 0 5.6351 235.2792 704.322 Tm [(S)-18(a)-24(va)-24(nna)-14(h)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 1 1 0.796 sc 264.84 308.3 3.42 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT79 1 Tf 0.0039 Tc 5.6351 0 0 5.6351 267.7392 704.322 Tm [(G)13(r)7(a)11(sses/)5(ce)11(r)7(eal)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 0.796 1 1 sc 308.28 308.3 3.36 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT79 1 Tf -0.0242 Tc 0.0297 Tw 5.6351 0 0 5.6351 311.1192 704.322 Tm [(B)-7(r)-21(o)-14(a)-27(d)-25(l)-2(e)-17(a)-28(f fo)-25(r)-11(e)-28(s)-29(t)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 0.4 0 0.4 sc 355.14 308.3 3.42 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT79 1 Tf -0.0011 Tc 0 Tw 5.6351 0 0 5.6351 357.9792 704.322 Tm [(Sh)20(r)13(u)20(bs)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 1 0.502 0.502 sc 381.48 308.3 3.36 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT79 1 Tf 0.0036 Tc 0.0019 Tw 5.6351 0 0 5.6351 384.3192 704.322 Tm [(N)12(eedl)26(el)26(e)11(af)28( f)28(o)3(r)17(est)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 160.98 322.04 0.48 -0.48 re f 160.98 322.04 273.42 -0.48 re f 433.92 322.04 0.48 -0.48 re f 160.98 321.56 0.48 -190.14 re f 433.92 321.56 0.48 -190.14 re f 160.98 131.42 0.48 -0.48 re f 160.98 131.42 273.42 -0.48 re f 433.92 131.42 0.48 -0.48 re f 1 0 0 1 1.9608 -396.0816 cm BT /TT79 1 Tf 0 Tc 0 Tw 12 0 0 12 432.4392 527.0219 Tm ( )Tj -30.29 -0.925 Td ( )Tj /TT80 1 Tf 0.0005 Tc -0.0005 Tw 0 -1.15 TD (Figure 5)Tj /TT79 1 Tf 0.0004 Tc -0.0004 Tw 3.585 0 Td [(: R)7(e)-1(lative frequency \(%\) of biom)8(e-type )]TJ 0.0001 Tc -0.0001 Tw 15.99 0 Td (by percentage of soybean in the pixel. )Tj 0 Tc 0 Tw -19.575 -1.15 Td ( )Tj /TT80 1 Tf 0 -1.16 TD ( )Tj 0 g ET /GS57 gs BT /T1_28 9 Tf 1 0 0 1 289.994 28.8 Tm (259)Tj /CS56 cs 0 0 0 sc ET /GS56 gs BT /TT80 1 Tf 12 0 0 12 77.3717 638.0512 Tm (4. Conclusion )Tj /TT79 1 Tf -0.0002 Tc 0.0392 Tw 0 -1.64 TD [(Since the high relative f)8(r)-2(equency of )]TJ /TT81 1 Tf 0.0385 Tw 14.775 0 Td (Standard fill value 255)Tj /TT79 1 Tf 0.0011 Tc 0.0364 Tw 9.31 0 Td [( r)4(etr)4(ievals in)6( )]TJ /TT81 1 Tf 0.0004 Tc 0.0396 Tw 5.355 0 Td (Collection 4)Tj /TT79 1 Tf 0 Tc 0 Tw 4.955 0 Td ( )Tj /TT81 1 Tf -0.0001 Tc 0.29 0 Td (MODIS )Tj -0.001 Tc -34.685 -1.15 Td (LAI)Tj /TT79 1 Tf -0.0004 Tc 0.0854 Tw 1.5 0 Td ( product \(MOD15A2\) occurs for pixels with )Tj 0.0853 Tw (high soybean percentage)Tj 0.0004 Tc 0.0821 Tw 28.6 0 Td (, only in a specific )Tj 0.0002 Tc 0.0789 Tw -30.1 -1.15 Td [(period which coincides with the m)8(a)-6(xim)8(u)-5(m)8( soybean)]TJ 0.0009 Tc 0.0753 Tw 21.08 0 Td ( growth stage, the re)Tj 0.0003 Tc 0.0797 Tw 8.45 0 Td [(sults from)8( our study )]TJ 0.0007 Tc 0.0059 Tw -29.53 -1.15 Td (indicate that those retrievals )Tj -0.0003 Tc 0.0103 Tw 11.54 0 Td [(are closely related to the soybean)3( areas. Besides, their occurrence )]TJ 0.001 Tc 0.339 Tw -11.54 -1.15 Td [(appears)5( not to be)5( dire)5(ctly)6( re)5(lated)6( to an)6( eve)5(n)1(tual m)9(i)-1(sclassif)4(i)-1(ca)5(tion)6( in )]TJ /TT81 1 Tf 0.0002 Tc 0 Tw 30.91 0 Td (landcover)Tj /TT79 1 Tf -0.0018 Tc 0.3418 Tw 4 0 Td ( input. )Tj 0.0001 Tc 0.2549 Tw -34.91 -1.15 Td (Therefore, the Collection 4 MOD15A2 product )Tj 0.0006 Tc 0.2527 Tw 20.72 0 Td (is not suitable to )Tj -0.0001 Tc 7.855 0 Td [(m)8(o)-5(nitor LAI seasonal )]TJ 0.0002 Tc 0.0798 Tw -28.575 -1.15 Td [(changes over soybean areas. Thus, more effort )-2(must be foc)-6(used on validating the product in )]TJ -0.0002 Tw 0 -1.15 TD (further studies. )Tj /TT80 1 Tf 0 -2.16 TD (5. References )Tj /TT79 1 Tf -0.0012 Tc 0.2362 Tw 10.02 0 0 10.02 77.3717 478.0312 Tm [(Kn)-4(yazikh)-4(in, )6(Y.; Marton)-4(ch)-4(i)7(k)-4(, J.V.; Di)7(n)-4(er, )6(D. J.; Myn)-4(e)6(n)-4(i)]TJ -0.0005 Tc 0.2355 Tw [(, R. B.; )6(Verstraete, M. M)8(.)]TJ -0.0018 Tc 0.2368 Tw 35.2395 0 Td [(; Pin)-5(t)1(y, B.; )6(Go)-5(bro)-5(n)1(, N. )]TJ 0.0015 Tc 0.1677 Tw -35.2395 -1.1497 Td [(Est)4(i)-2(m)13(a)2(t)4(i)4(on of)5( )6(veget)4(a)2(t)4(i)4(o)5(n ca)8(n)5(opy)5( l)4(e)2(a)8(f)-1( a)8(r)-1(ea )6(i)4(nde)8(x a)8(n)5(d f)5(r)-1(ac)8(t)4(i)4(on )6(of)5( ab)5(so)5(rb)5(ed )6(ph)5(ot)10(osy)5(n)-1(t)4(h)5(et)4(i)4(cal)4(l)4(y)5( acti)4(v)-1(e ra)8(di)4(at)4(i)4(o)5(n)5( )]TJ 0.0014 Tc 0.0001 Tw 0 -1.1437 TD [(fr)5(om)13( atm)13(o)-2(sphe)8(re-c)8(or)5(rect)4(ed)4( M)4(I)-1(SR)4( )6(dat)4(a)2(, )]TJ /TT80 1 Tf 0.0016 Tc -0.0061 Tw 15.9341 0 Td [(J. G)7(e)2(oph)7(y)-1(s.)6( )-6(Re)8(s)]TJ /TT79 1 Tf 0.0026 Tc -0.0071 Tw [(.,)7( 10)6(3:)5( 32)6(2)6(39)6(-)6(32)6(25)6(6,)7( )-6(1)6(9)6(98a)9(. )]TJ 0.0018 Tc 0.1973 Tw -15.9341 -1.7485 Td [(Kny)5(azi)4(k)5(h)-1(i)4(n)5(, Y)5(.;)4( M)5(a)3(rt)4(onc)9(hi)4(k,)6( J. V.;)4( M)5(y)5(nen)5(i)4(, R)4(. B)4(.;)4( Di)4(ner, D. J.;)4( R)4(u)5(nn)5(i)4(ng, S)7(. )6(W)-6(. Sy)11(ner)6(g)-1(i)4(s)2(t)4(i)4(c)3( al)4(gor)6(i)4(t)4(h)-7(m)13( for )]TJ 0.0014 Tc 0.0899 Tw 0 -1.1497 TD [(est)4(i)-2(m)13(a)2(ti)4(ng ve)8(g)4(e)2(t)4(a)2(t)4(i)4(on cano)4(p)-2(y)10( l)4(eaf area i)4(nde)8(x an)4(d fract)4(i)4(o)4(n of ab)4(so)4(rbe)8(d)-2( p)4(h)4(o)-2(t)4(o)-2(sy)10(nt)4(het)4(i)4(cal)4(l)4(y)4( act)4(i)4(v)-2(e radi)4(at)4(ion f)5(r)5(o)-8(m)7( )]TJ 0.0004 Tc 0.0011 Tw 0 -1.1437 TD [(MODIS a)7(n)3(d M)9(I)-2(SR )6(data, )]TJ /TT80 1 Tf 0.0016 Tc -0.0061 Tw 10.006 0 Td [(J. G)7(e)2(oph)7(y)-1(s.)6( )-6(Re)8(s)]TJ /TT79 1 Tf 0.0025 Tc -0.007 Tw [(.,)7( 10)6(3:)5( 32)6(2)6(57)6(-)6(32)6(27)6(5,)7( )-6(1)6(9)6(98)6(b. )]TJ -0.0005 Tc 0.0619 Tw -10.006 -1.7485 Td [(Kn)-3(yazikh)-3(in, Y.; Glassy, J.; Priv)-3(ette, J. L.; Tian)-3(, Y.; Lo)]TJ -0.0008 Tc 0.0622 Tw 22.4311 0 Td [(tsch, A.; Zh)-4(an)-4(g, Y.; W)-9(a)6(ng)-4(, Y.; )6(Mo)-4(risette, J. T.; Vo)-4(tav)-4(a)6(, )]TJ 0.002 Tc 0.3588 Tw -22.4311 -1.1497 Td [(P.;)4( M)5(y)5(ne)9(ni)4(, )6(R)4(.)1(B)4(.)1(;)4( )6(Nem)13(a)-3(ni)4(, R)4(.)7( R)4(.)1(;)4( R)10(u)5(nni)10(ng)5(, S)7(.)1( )6(W.)7( M)5(O)6(DIS)7( Lea)9(f )6(Area)9( I)6(nde)9(x)5( \(L)8(AI)6(\) a)9(n)5(d )6(Fract)4(i)4(o)5(n )6(of)6( )]TJ 0.0016 Tc 0.0538 Tw 0 -1.1437 TD [(Ph)5(ot)4(osy)11(n)-1(t)4(h)-1(et)4(i)4(cal)4(l)4(y)5( Act)4(i)4(v)-1(e R)4(a)-4(di)4(at)4(i)4(on A)5(b)-1(s)8(o)-1(r)5(b)5(ed by)5( Ve)8(get)4(a)2(t)4(i)4(on \()5(F)1(P)7(A)-1(R)4(\))-1( Pr)5(od)5(uct)4( \(M)5(O)5(D)5(1)5(5\) Al)10(go)5(ri)4(t)4(h)-1(m)13( )-6(The)8(o)-1(ret)4(i)4(cal)4( )]TJ 0 Tc 0.0015 Tw 0 -1.1497 TD [(Basis Docum)11(e)1(nt, )]TJ /TT81 1 Tf 0.0016 Tc 0 Tw 7.0719 0 Td [(e)8(o)-1(s)8(p)-1(so)5(.g)5(sf)4(c.)6(nas)8(a.)6(g)5(o)-1(v/)4(at)10(bd/)10(mo)5(di)4(st)4(a)5(b)-1(l)4(e)2(s.)6(ht)4(ml)]TJ /TT79 1 Tf 0.0008 Tc -0.0053 Tw 17.515 0 Td (, 1999. )Tj -0.0007 Tc 0.0381 Tw -24.5868 -1.7425 Td [(Myn)-4(en)-4(i)2(, R.B.; )6(Hoffm)11(an)-4(, S.; )6(Kn)-4(yazikh)-4(in, Y.; Priv)-4(ette, J.L.)5(; Glassy, J.; Tian)-4(, Y.; )6(W)-9(a)6(n)-4(g)2(, )6(Y.; Song)-4(, )6(X.; Zh)-4(an)-4(g, Y.; )]TJ ET endstream endobj 312 0 obj 12894 endobj 313 0 obj << /Length 314 0 R >> stream 1 0 0 1 -1.9608 396.0816 cm /CS58 cs 0.749 0.749 0.749 sc 1 i /RelativeColorimetric ri /GS58 gs 190.56 301.16 235.08 -140.04 re f q 190.56 175.1 235.08 0.06 re W n /CS58 CS 0 0 0 SC 0.06 w 10 M 1 j 1 J []0 d 190.56 175.16 m 425.64 175.16 l S Q q 190.56 189.08 235.08 0.06 re W n /CS58 CS 0 0 0 SC 0.06 w 10 M 1 j 1 J []0 d 190.56 189.14 m 425.64 189.14 l S Q q 190.56 203.06 235.08 0.06 re W n /CS58 CS 0 0 0 SC 0.06 w 10 M 1 j 1 J []0 d 190.56 203.12 m 425.64 203.12 l S Q q 190.56 217.04 235.08 0.06 re W n /CS58 CS 0 0 0 SC 0.06 w 10 M 1 j 1 J []0 d 190.56 217.1 m 425.64 217.1 l S Q q 190.56 231.02 235.08 0.06 re W n /CS58 CS 0 0 0 SC 0.06 w 10 M 1 j 1 J []0 d 190.56 231.08 m 425.64 231.08 l S Q q 190.56 245.12 235.08 0.06 re W n /CS58 CS 0 0 0 SC 0.06 w 10 M 1 j 1 J []0 d 190.56 245.18 m 425.64 245.18 l S Q q 190.56 259.1 235.08 0.06 re W n /CS58 CS 0 0 0 SC 0.06 w 10 M 1 j 1 J []0 d 190.56 259.16 m 425.64 259.16 l S Q q 190.56 273.14 235.08 0.06 re W n /CS58 CS 0 0 0 SC 0.06 w 10 M 1 j 1 J []0 d 190.56 273.2 m 425.64 273.2 l S Q q 190.56 287.12 235.08 0.06 re W n /CS58 CS 0 0 0 SC 0.06 w 10 M 1 j 1 J []0 d 190.56 287.18 m 425.64 287.18 l S Q q 190.56 301.1 235.08 0.06 re W n /CS58 CS 0 0 0 SC 0.06 w 10 M 1 j 1 J []0 d 190.56 301.16 m 425.64 301.16 l S Q /CS58 CS 0.502 0.502 0.502 SC 0.387 w 10 M 1 j 1 J []0 d 190.56 301.16 235.08 -140.04 re S q 196.68 161.18 9.24 32.4 re W n 0.6 0.6 1 sc 0 0 0 SC 196.98 193.28 8.58 -32.16 re B* Q q 218.04 161.18 9.18 46.32 re W n 0.6 0.6 1 sc 0 0 0 SC 218.34 207.2 8.52 -46.08 re B* Q q 239.4 161.18 9.24 58.98 re W n 0.6 0.6 1 sc 0 0 0 SC 239.7 219.86 8.58 -58.74 re B* Q q 260.82 161.18 9.12 70.2 re W n 0.6 0.6 1 sc 0 0 0 SC 261.12 231.08 8.46 -69.96 re B* Q q 282.12 161.18 9.24 81.42 re W n 0.6 0.6 1 sc 0 0 0 SC 282.42 242.3 8.58 -81.18 re B* Q q 303.54 161.18 9.12 88.2 re W n 0.6 0.6 1 sc 0 0 0 SC 303.84 249.08 8.46 -87.96 re B* Q q 324.84 161.18 9.24 94.92 re W n 0.6 0.6 1 sc 0 0 0 SC 325.14 255.8 8.58 -94.68 re B* Q q 346.26 161.18 9.12 101.04 re W n 0.6 0.6 1 sc 0 0 0 SC 346.56 261.92 8.46 -100.8 re B* Q q 367.56 161.18 9.24 105.42 re W n 0.6 0.6 1 sc 0 0 0 SC 367.86 266.3 8.58 -105.18 re B* Q q 388.98 161.18 9.12 105.12 re W n 0.6 0.6 1 sc 0 0 0 SC 389.28 266 8.46 -104.88 re B* Q q 410.28 161.18 9.24 104.16 re W n 0.6 0.6 1 sc 0 0 0 SC 410.58 265.04 8.58 -103.92 re B* Q 0.6 0.216 0.4 sc 0 0 0 SC 196.98 266.3 8.58 -73.02 re B* 218.34 274.04 8.52 -66.84 re B* 239.7 278.3 8.58 -58.44 re B* 261.12 282.38 8.46 -51.3 re B* 282.42 284.24 8.58 -41.94 re B* 303.84 285.02 8.46 -35.94 re B* 325.14 285.8 8.58 -30 re B* 346.56 285.8 8.46 -23.88 re B* 367.86 285.44 8.58 -19.14 re B* 389.28 281.72 8.46 -15.72 re B* 410.58 274.46 8.58 -9.42 re B* 1 1 0.796 sc 196.98 277.76 8.58 -11.46 re B* 218.34 284.24 8.52 -10.2 re B* 239.7 287.36 8.58 -9.06 re B* 261.12 289.88 8.46 -7.5 re B* 282.42 291.32 8.58 -7.08 re B* 303.84 292.34 8.46 -7.32 re B* 325.14 293.48 8.58 -7.68 re B* 346.56 294.26 8.46 -8.46 re B* 367.86 295.88 8.58 -10.44 re B* 389.28 296.96 8.46 -15.24 re B* 410.58 299.6 8.58 -25.14 re B* 0.796 1 1 sc 196.98 295.82 8.58 -18.06 re B* 218.34 296.9 8.52 -12.66 re B* 239.7 297.92 8.58 -10.56 re B* 261.12 298.34 8.46 -8.46 re B* 282.42 299.12 8.58 -7.8 re B* 303.84 299.48 8.46 -7.14 re B* 325.14 299.78 8.58 -6.3 re B* 346.56 299.9 8.46 -5.64 re B* 367.86 300.38 8.58 -4.5 re B* 389.28 300.38 8.46 -3.42 re B* 410.58 301.16 8.58 -1.56 re B* 0.4 0 0.4 sc 196.98 300.5 8.58 -4.68 re B* 218.34 300.68 8.52 -3.78 re B* 239.7 300.74 8.58 -2.82 re B* 261.12 300.86 8.46 -2.52 re B* 282.42 300.86 8.58 -1.74 re B* 303.84 300.86 8.46 -1.38 re B* 325.14 300.98 8.58 -1.2 re B* 346.56 300.86 8.46 -0.96 re B* 367.86 300.86 8.58 -0.48 re B* 389.28 300.98 8.46 -0.6 re B* 1 0.502 0.502 sc 196.98 301.16 8.58 -0.66 re B* 218.34 301.16 8.52 -0.48 re B* 239.7 301.16 8.58 -0.42 re B* 261.12 301.16 8.46 -0.3 re B* 282.42 301.16 8.58 -0.3 re B* 303.84 301.16 8.46 -0.3 re B* 325.14 301.16 8.58 -0.18 re B* 346.56 301.16 8.46 -0.3 re B* 367.86 301.16 8.58 -0.3 re B* 389.28 301.16 8.46 -0.18 re B* 0.06 w 190.56 301.16 m 190.56 161.12 l 188.94 161.12 m 190.56 161.12 l 188.94 175.16 m 190.56 175.16 l 188.94 189.14 m 190.56 189.14 l 188.94 203.12 m 190.56 203.12 l 188.94 217.1 m 190.56 217.1 l 188.94 231.08 m 190.56 231.08 l 188.94 245.18 m 190.56 245.18 l 188.94 259.16 m 190.56 259.16 l 188.94 273.2 m 190.56 273.2 l 188.94 287.18 m 190.56 287.18 l 188.94 301.16 m 190.56 301.16 l 190.56 161.12 m 425.64 161.12 l 190.56 159.5 m 190.56 161.12 l 211.98 159.5 m 211.98 161.12 l 233.34 159.5 m 233.34 161.12 l 254.7 159.5 m 254.7 161.12 l 276.06 159.5 m 276.06 161.12 l 297.48 159.5 m 297.48 161.12 l 318.78 159.5 m 318.78 161.12 l 340.2 159.5 m 340.2 161.12 l 361.5 159.5 m 361.5 161.12 l 382.92 159.5 m 382.92 161.12 l 404.22 159.5 m 404.22 161.12 l 425.64 159.5 m 425.64 161.12 l S 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT82 1 Tf 5.3435 0 0 5.3435 181.9992 555.5219 Tm (0)Tj 0.0053 Tc -0.5053 2.6162 Td (10)Tj 0 2.6275 TD (20)Tj 0 2.6162 TD (30)Tj 0 2.6162 TD (40)Tj T* (50)Tj 0 2.6387 TD (60)Tj 0 2.6162 TD (70)Tj 0 2.6162 TD (80)Tj 0 2.6275 TD (90)Tj -0.5053 2.6162 Td (100)Tj 0.0029 Tw 2.5601 -27.6783 Td [(>)8( )11(0 -)13( )11(10 )-842(10 -)13( )11(20)-1156(20 -)24( 30)-1134(30 -)13( )11(40)-1156(40 -)13( )11(50)-1156(50 )11(-)13( 60)-1134(60 -)13( )11(70)-1156(70 -)24( 80)-1134(80 -)13( )11(90)-909(90 )11(-)13( 100)-1549(100)]TJ -0.003 Tc 0.0091 Tw 7.9669 0 0 7.9669 249.5592 533.5619 Tm [(Perc)12(entag)15(e)4( of)6( soy)8(be)12(a)4(n in th)8(e pixel)]TJ -0.0025 Tc 0.0086 Tw 0 7.9669 -7.9669 0 170.7192 584.8019 Tm [(R)-6(e)-3(lati)-11(ve F)-11(r)-1(equ)-7(e)5(ncy,)-9( in)-7( % .)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 1 1 1 sc 182.58 315.56 244.32 -10.68 re f 0.6 0.6 1 sc 0.387 w 0 j 186.06 308.3 3.42 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT82 1 Tf 0.0011 Tc 0.0044 Tw 5.6351 0 0 5.6351 188.8992 704.322 Tm [(B)19(r)4(oa)8(dl)23(eaf)25( c)8(r)4(op)11(s)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 0.6 0.216 0.4 sc 232.44 308.3 3.42 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT82 1 Tf -0.0209 Tc 0 Tw 5.6351 0 0 5.6351 235.2792 704.322 Tm [(S)-18(a)-24(va)-24(nna)-14(h)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 1 1 0.796 sc 264.84 308.3 3.42 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT82 1 Tf 0.0039 Tc 5.6351 0 0 5.6351 267.7392 704.322 Tm [(G)13(r)7(a)11(sses/)5(ce)11(r)7(eal)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 0.796 1 1 sc 308.28 308.3 3.36 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT82 1 Tf -0.0242 Tc 0.0297 Tw 5.6351 0 0 5.6351 311.1192 704.322 Tm [(B)-7(r)-21(o)-14(a)-27(d)-25(l)-2(e)-17(a)-28(f fo)-25(r)-11(e)-28(s)-29(t)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 0.4 0 0.4 sc 355.14 308.3 3.42 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT82 1 Tf -0.0011 Tc 0 Tw 5.6351 0 0 5.6351 357.9792 704.322 Tm [(Sh)20(r)13(u)20(bs)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 1 0.502 0.502 sc 381.48 308.3 3.36 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT82 1 Tf 0.0036 Tc 0.0019 Tw 5.6351 0 0 5.6351 384.3192 704.322 Tm [(N)12(eedl)26(el)26(e)11(af)28( f)28(o)3(r)17(est)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 160.98 322.04 0.48 -0.48 re f 160.98 322.04 273.42 -0.48 re f 433.92 322.04 0.48 -0.48 re f 160.98 321.56 0.48 -190.14 re f 433.92 321.56 0.48 -190.14 re f 160.98 131.42 0.48 -0.48 re f 160.98 131.42 273.42 -0.48 re f 433.92 131.42 0.48 -0.48 re f 1 0 0 1 1.9608 -396.0816 cm BT /TT82 1 Tf 0 Tc 0 Tw 12 0 0 12 432.4392 527.0219 Tm ( )Tj -30.29 -0.925 Td ( )Tj /TT83 1 Tf 0.0005 Tc -0.0005 Tw 0 -1.15 TD (Figure 5)Tj /TT82 1 Tf 0.0004 Tc -0.0004 Tw 3.585 0 Td [(: R)7(e)-1(lative frequency \(%\) of biom)8(e-type )]TJ 0.0001 Tc -0.0001 Tw 15.99 0 Td (by percentage of soybean in the pixel. )Tj 0 Tc 0 Tw -19.575 -1.15 Td ( )Tj /TT83 1 Tf 0 -1.16 TD ( )Tj 0 g ET /GS59 gs BT /T1_29 9 Tf 1 0 0 1 289.994 28.8 Tm (259)Tj /CS58 cs 0 0 0 sc ET /GS58 gs BT /TT83 1 Tf 12 0 0 12 77.3717 638.0512 Tm (4. Conclusion )Tj /TT82 1 Tf -0.0002 Tc 0.0392 Tw 0 -1.64 TD [(Since the high relative f)8(r)-2(equency of )]TJ /TT84 1 Tf 0.0385 Tw 14.775 0 Td (Standard fill value 255)Tj /TT82 1 Tf 0.0011 Tc 0.0364 Tw 9.31 0 Td [( r)4(etr)4(ievals in)6( )]TJ /TT84 1 Tf 0.0004 Tc 0.0396 Tw 5.355 0 Td (Collection 4)Tj /TT82 1 Tf 0 Tc 0 Tw 4.955 0 Td ( )Tj /TT84 1 Tf -0.0001 Tc 0.29 0 Td (MODIS )Tj -0.001 Tc -34.685 -1.15 Td (LAI)Tj /TT82 1 Tf -0.0004 Tc 0.0854 Tw 1.5 0 Td ( product \(MOD15A2\) occurs for pixels with )Tj 0.0853 Tw (high soybean percentage)Tj 0.0004 Tc 0.0821 Tw 28.6 0 Td (, only in a specific )Tj 0.0002 Tc 0.0789 Tw -30.1 -1.15 Td [(period which coincides with the m)8(a)-6(xim)8(u)-5(m)8( soybean)]TJ 0.0009 Tc 0.0753 Tw 21.08 0 Td ( growth stage, the re)Tj 0.0003 Tc 0.0797 Tw 8.45 0 Td [(sults from)8( our study )]TJ 0.0007 Tc 0.0059 Tw -29.53 -1.15 Td (indicate that those retrievals )Tj -0.0003 Tc 0.0103 Tw 11.54 0 Td [(are closely related to the soybean)3( areas. Besides, their occurrence )]TJ 0.001 Tc 0.339 Tw -11.54 -1.15 Td [(appears)5( not to be)5( dire)5(ctly)6( re)5(lated)6( to an)6( eve)5(n)1(tual m)9(i)-1(sclassif)4(i)-1(ca)5(tion)6( in )]TJ /TT84 1 Tf 0.0002 Tc 0 Tw 30.91 0 Td (landcover)Tj /TT82 1 Tf -0.0018 Tc 0.3418 Tw 4 0 Td ( input. )Tj 0.0001 Tc 0.2549 Tw -34.91 -1.15 Td (Therefore, the Collection 4 MOD15A2 product )Tj 0.0006 Tc 0.2527 Tw 20.72 0 Td (is not suitable to )Tj -0.0001 Tc 7.855 0 Td [(m)8(o)-5(nitor LAI seasonal )]TJ 0.0002 Tc 0.0798 Tw -28.575 -1.15 Td [(changes over soybean areas. Thus, more effort )-2(must be foc)-6(used on validating the product in )]TJ -0.0002 Tw 0 -1.15 TD (further studies. )Tj /TT83 1 Tf 0 -2.16 TD (5. References )Tj /TT82 1 Tf -0.0012 Tc 0.2362 Tw 10.02 0 0 10.02 77.3717 478.0312 Tm [(Kn)-4(yazikh)-4(in, )6(Y.; Marton)-4(ch)-4(i)7(k)-4(, J.V.; Di)7(n)-4(er, )6(D. J.; Myn)-4(e)6(n)-4(i)]TJ -0.0005 Tc 0.2355 Tw [(, R. B.; )6(Verstraete, M. M)8(.)]TJ -0.0018 Tc 0.2368 Tw 35.2395 0 Td [(; Pin)-5(t)1(y, B.; )6(Go)-5(bro)-5(n)1(, N. )]TJ 0.0015 Tc 0.1677 Tw -35.2395 -1.1497 Td [(Est)4(i)-2(m)13(a)2(t)4(i)4(on of)5( )6(veget)4(a)2(t)4(i)4(o)5(n ca)8(n)5(opy)5( l)4(e)2(a)8(f)-1( a)8(r)-1(ea )6(i)4(nde)8(x a)8(n)5(d f)5(r)-1(ac)8(t)4(i)4(on )6(of)5( ab)5(so)5(rb)5(ed )6(ph)5(ot)10(osy)5(n)-1(t)4(h)5(et)4(i)4(cal)4(l)4(y)5( acti)4(v)-1(e ra)8(di)4(at)4(i)4(o)5(n)5( )]TJ 0.0014 Tc 0.0001 Tw 0 -1.1437 TD [(fr)5(om)13( atm)13(o)-2(sphe)8(re-c)8(or)5(rect)4(ed)4( M)4(I)-1(SR)4( )6(dat)4(a)2(, )]TJ /TT83 1 Tf 0.0016 Tc -0.0061 Tw 15.9341 0 Td [(J. G)7(e)2(oph)7(y)-1(s.)6( )-6(Re)8(s)]TJ /TT82 1 Tf 0.0026 Tc -0.0071 Tw [(.,)7( 10)6(3:)5( 32)6(2)6(39)6(-)6(32)6(25)6(6,)7( )-6(1)6(9)6(98a)9(. )]TJ 0.0018 Tc 0.1973 Tw -15.9341 -1.7485 Td [(Kny)5(azi)4(k)5(h)-1(i)4(n)5(, Y)5(.;)4( M)5(a)3(rt)4(onc)9(hi)4(k,)6( J. V.;)4( M)5(y)5(nen)5(i)4(, R)4(. B)4(.;)4( Di)4(ner, D. J.;)4( R)4(u)5(nn)5(i)4(ng, S)7(. )6(W)-6(. Sy)11(ner)6(g)-1(i)4(s)2(t)4(i)4(c)3( al)4(gor)6(i)4(t)4(h)-7(m)13( for )]TJ 0.0014 Tc 0.0899 Tw 0 -1.1497 TD [(est)4(i)-2(m)13(a)2(ti)4(ng ve)8(g)4(e)2(t)4(a)2(t)4(i)4(on cano)4(p)-2(y)10( l)4(eaf area i)4(nde)8(x an)4(d fract)4(i)4(o)4(n of ab)4(so)4(rbe)8(d)-2( p)4(h)4(o)-2(t)4(o)-2(sy)10(nt)4(het)4(i)4(cal)4(l)4(y)4( act)4(i)4(v)-2(e radi)4(at)4(ion f)5(r)5(o)-8(m)7( )]TJ 0.0004 Tc 0.0011 Tw 0 -1.1437 TD [(MODIS a)7(n)3(d M)9(I)-2(SR )6(data, )]TJ /TT83 1 Tf 0.0016 Tc -0.0061 Tw 10.006 0 Td [(J. G)7(e)2(oph)7(y)-1(s.)6( )-6(Re)8(s)]TJ /TT82 1 Tf 0.0025 Tc -0.007 Tw [(.,)7( 10)6(3:)5( 32)6(2)6(57)6(-)6(32)6(27)6(5,)7( )-6(1)6(9)6(98)6(b. )]TJ -0.0005 Tc 0.0619 Tw -10.006 -1.7485 Td [(Kn)-3(yazikh)-3(in, Y.; Glassy, J.; Priv)-3(ette, J. L.; Tian)-3(, Y.; Lo)]TJ -0.0008 Tc 0.0622 Tw 22.4311 0 Td [(tsch, A.; Zh)-4(an)-4(g, Y.; W)-9(a)6(ng)-4(, Y.; )6(Mo)-4(risette, J. T.; Vo)-4(tav)-4(a)6(, )]TJ 0.002 Tc 0.3588 Tw -22.4311 -1.1497 Td [(P.;)4( M)5(y)5(ne)9(ni)4(, )6(R)4(.)1(B)4(.)1(;)4( )6(Nem)13(a)-3(ni)4(, R)4(.)7( R)4(.)1(;)4( R)10(u)5(nni)10(ng)5(, S)7(.)1( )6(W.)7( M)5(O)6(DIS)7( Lea)9(f )6(Area)9( I)6(nde)9(x)5( \(L)8(AI)6(\) a)9(n)5(d )6(Fract)4(i)4(o)5(n )6(of)6( )]TJ 0.0016 Tc 0.0538 Tw 0 -1.1437 TD [(Ph)5(ot)4(osy)11(n)-1(t)4(h)-1(et)4(i)4(cal)4(l)4(y)5( Act)4(i)4(v)-1(e R)4(a)-4(di)4(at)4(i)4(on A)5(b)-1(s)8(o)-1(r)5(b)5(ed by)5( Ve)8(get)4(a)2(t)4(i)4(on \()5(F)1(P)7(A)-1(R)4(\))-1( Pr)5(od)5(uct)4( \(M)5(O)5(D)5(1)5(5\) Al)10(go)5(ri)4(t)4(h)-1(m)13( )-6(The)8(o)-1(ret)4(i)4(cal)4( )]TJ 0 Tc 0.0015 Tw 0 -1.1497 TD [(Basis Docum)11(e)1(nt, )]TJ /TT84 1 Tf 0.0016 Tc 0 Tw 7.0719 0 Td [(e)8(o)-1(s)8(p)-1(so)5(.g)5(sf)4(c.)6(nas)8(a.)6(g)5(o)-1(v/)4(at)10(bd/)10(mo)5(di)4(st)4(a)5(b)-1(l)4(e)2(s.)6(ht)4(ml)]TJ /TT82 1 Tf 0.0008 Tc -0.0053 Tw 17.515 0 Td (, 1999. )Tj ET endstream endobj 314 0 obj 12655 endobj 315 0 obj << /Length 316 0 R >> stream 1 0 0 1 -1.9608 396.0816 cm /CS60 cs 0.749 0.749 0.749 sc 1 i /RelativeColorimetric ri /GS60 gs 190.56 301.16 235.08 -140.04 re f q 190.56 175.1 235.08 0.06 re W n /CS60 CS 0 0 0 SC 0.06 w 10 M 1 j 1 J []0 d 190.56 175.16 m 425.64 175.16 l S Q q 190.56 189.08 235.08 0.06 re W n /CS60 CS 0 0 0 SC 0.06 w 10 M 1 j 1 J []0 d 190.56 189.14 m 425.64 189.14 l S Q q 190.56 203.06 235.08 0.06 re W n /CS60 CS 0 0 0 SC 0.06 w 10 M 1 j 1 J []0 d 190.56 203.12 m 425.64 203.12 l S Q q 190.56 217.04 235.08 0.06 re W n /CS60 CS 0 0 0 SC 0.06 w 10 M 1 j 1 J []0 d 190.56 217.1 m 425.64 217.1 l S Q q 190.56 231.02 235.08 0.06 re W n /CS60 CS 0 0 0 SC 0.06 w 10 M 1 j 1 J []0 d 190.56 231.08 m 425.64 231.08 l S Q q 190.56 245.12 235.08 0.06 re W n /CS60 CS 0 0 0 SC 0.06 w 10 M 1 j 1 J []0 d 190.56 245.18 m 425.64 245.18 l S Q q 190.56 259.1 235.08 0.06 re W n /CS60 CS 0 0 0 SC 0.06 w 10 M 1 j 1 J []0 d 190.56 259.16 m 425.64 259.16 l S Q q 190.56 273.14 235.08 0.06 re W n /CS60 CS 0 0 0 SC 0.06 w 10 M 1 j 1 J []0 d 190.56 273.2 m 425.64 273.2 l S Q q 190.56 287.12 235.08 0.06 re W n /CS60 CS 0 0 0 SC 0.06 w 10 M 1 j 1 J []0 d 190.56 287.18 m 425.64 287.18 l S Q q 190.56 301.1 235.08 0.06 re W n /CS60 CS 0 0 0 SC 0.06 w 10 M 1 j 1 J []0 d 190.56 301.16 m 425.64 301.16 l S Q /CS60 CS 0.502 0.502 0.502 SC 0.387 w 10 M 1 j 1 J []0 d 190.56 301.16 235.08 -140.04 re S q 196.68 161.18 9.24 32.4 re W n 0.6 0.6 1 sc 0 0 0 SC 196.98 193.28 8.58 -32.16 re B* Q q 218.04 161.18 9.18 46.32 re W n 0.6 0.6 1 sc 0 0 0 SC 218.34 207.2 8.52 -46.08 re B* Q q 239.4 161.18 9.24 58.98 re W n 0.6 0.6 1 sc 0 0 0 SC 239.7 219.86 8.58 -58.74 re B* Q q 260.82 161.18 9.12 70.2 re W n 0.6 0.6 1 sc 0 0 0 SC 261.12 231.08 8.46 -69.96 re B* Q q 282.12 161.18 9.24 81.42 re W n 0.6 0.6 1 sc 0 0 0 SC 282.42 242.3 8.58 -81.18 re B* Q q 303.54 161.18 9.12 88.2 re W n 0.6 0.6 1 sc 0 0 0 SC 303.84 249.08 8.46 -87.96 re B* Q q 324.84 161.18 9.24 94.92 re W n 0.6 0.6 1 sc 0 0 0 SC 325.14 255.8 8.58 -94.68 re B* Q q 346.26 161.18 9.12 101.04 re W n 0.6 0.6 1 sc 0 0 0 SC 346.56 261.92 8.46 -100.8 re B* Q q 367.56 161.18 9.24 105.42 re W n 0.6 0.6 1 sc 0 0 0 SC 367.86 266.3 8.58 -105.18 re B* Q q 388.98 161.18 9.12 105.12 re W n 0.6 0.6 1 sc 0 0 0 SC 389.28 266 8.46 -104.88 re B* Q q 410.28 161.18 9.24 104.16 re W n 0.6 0.6 1 sc 0 0 0 SC 410.58 265.04 8.58 -103.92 re B* Q 0.6 0.216 0.4 sc 0 0 0 SC 196.98 266.3 8.58 -73.02 re B* 218.34 274.04 8.52 -66.84 re B* 239.7 278.3 8.58 -58.44 re B* 261.12 282.38 8.46 -51.3 re B* 282.42 284.24 8.58 -41.94 re B* 303.84 285.02 8.46 -35.94 re B* 325.14 285.8 8.58 -30 re B* 346.56 285.8 8.46 -23.88 re B* 367.86 285.44 8.58 -19.14 re B* 389.28 281.72 8.46 -15.72 re B* 410.58 274.46 8.58 -9.42 re B* 1 1 0.796 sc 196.98 277.76 8.58 -11.46 re B* 218.34 284.24 8.52 -10.2 re B* 239.7 287.36 8.58 -9.06 re B* 261.12 289.88 8.46 -7.5 re B* 282.42 291.32 8.58 -7.08 re B* 303.84 292.34 8.46 -7.32 re B* 325.14 293.48 8.58 -7.68 re B* 346.56 294.26 8.46 -8.46 re B* 367.86 295.88 8.58 -10.44 re B* 389.28 296.96 8.46 -15.24 re B* 410.58 299.6 8.58 -25.14 re B* 0.796 1 1 sc 196.98 295.82 8.58 -18.06 re B* 218.34 296.9 8.52 -12.66 re B* 239.7 297.92 8.58 -10.56 re B* 261.12 298.34 8.46 -8.46 re B* 282.42 299.12 8.58 -7.8 re B* 303.84 299.48 8.46 -7.14 re B* 325.14 299.78 8.58 -6.3 re B* 346.56 299.9 8.46 -5.64 re B* 367.86 300.38 8.58 -4.5 re B* 389.28 300.38 8.46 -3.42 re B* 410.58 301.16 8.58 -1.56 re B* 0.4 0 0.4 sc 196.98 300.5 8.58 -4.68 re B* 218.34 300.68 8.52 -3.78 re B* 239.7 300.74 8.58 -2.82 re B* 261.12 300.86 8.46 -2.52 re B* 282.42 300.86 8.58 -1.74 re B* 303.84 300.86 8.46 -1.38 re B* 325.14 300.98 8.58 -1.2 re B* 346.56 300.86 8.46 -0.96 re B* 367.86 300.86 8.58 -0.48 re B* 389.28 300.98 8.46 -0.6 re B* 1 0.502 0.502 sc 196.98 301.16 8.58 -0.66 re B* 218.34 301.16 8.52 -0.48 re B* 239.7 301.16 8.58 -0.42 re B* 261.12 301.16 8.46 -0.3 re B* 282.42 301.16 8.58 -0.3 re B* 303.84 301.16 8.46 -0.3 re B* 325.14 301.16 8.58 -0.18 re B* 346.56 301.16 8.46 -0.3 re B* 367.86 301.16 8.58 -0.3 re B* 389.28 301.16 8.46 -0.18 re B* 0.06 w 190.56 301.16 m 190.56 161.12 l 188.94 161.12 m 190.56 161.12 l 188.94 175.16 m 190.56 175.16 l 188.94 189.14 m 190.56 189.14 l 188.94 203.12 m 190.56 203.12 l 188.94 217.1 m 190.56 217.1 l 188.94 231.08 m 190.56 231.08 l 188.94 245.18 m 190.56 245.18 l 188.94 259.16 m 190.56 259.16 l 188.94 273.2 m 190.56 273.2 l 188.94 287.18 m 190.56 287.18 l 188.94 301.16 m 190.56 301.16 l 190.56 161.12 m 425.64 161.12 l 190.56 159.5 m 190.56 161.12 l 211.98 159.5 m 211.98 161.12 l 233.34 159.5 m 233.34 161.12 l 254.7 159.5 m 254.7 161.12 l 276.06 159.5 m 276.06 161.12 l 297.48 159.5 m 297.48 161.12 l 318.78 159.5 m 318.78 161.12 l 340.2 159.5 m 340.2 161.12 l 361.5 159.5 m 361.5 161.12 l 382.92 159.5 m 382.92 161.12 l 404.22 159.5 m 404.22 161.12 l 425.64 159.5 m 425.64 161.12 l S 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT85 1 Tf 5.3435 0 0 5.3435 181.9992 555.5219 Tm (0)Tj 0.0053 Tc -0.5053 2.6162 Td (10)Tj 0 2.6275 TD (20)Tj 0 2.6162 TD (30)Tj 0 2.6162 TD (40)Tj T* (50)Tj 0 2.6387 TD (60)Tj 0 2.6162 TD (70)Tj 0 2.6162 TD (80)Tj 0 2.6275 TD (90)Tj -0.5053 2.6162 Td (100)Tj 0.0029 Tw 2.5601 -27.6783 Td [(>)8( )11(0 -)13( )11(10 )-842(10 -)13( )11(20)-1156(20 -)24( 30)-1134(30 -)13( )11(40)-1156(40 -)13( )11(50)-1156(50 )11(-)13( 60)-1134(60 -)13( )11(70)-1156(70 -)24( 80)-1134(80 -)13( )11(90)-909(90 )11(-)13( 100)-1549(100)]TJ -0.003 Tc 0.0091 Tw 7.9669 0 0 7.9669 249.5592 533.5619 Tm [(Perc)12(entag)15(e)4( of)6( soy)8(be)12(a)4(n in th)8(e pixel)]TJ -0.0025 Tc 0.0086 Tw 0 7.9669 -7.9669 0 170.7192 584.8019 Tm [(R)-6(e)-3(lati)-11(ve F)-11(r)-1(equ)-7(e)5(ncy,)-9( in)-7( % .)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 1 1 1 sc 182.58 315.56 244.32 -10.68 re f 0.6 0.6 1 sc 0.387 w 0 j 186.06 308.3 3.42 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT85 1 Tf 0.0011 Tc 0.0044 Tw 5.6351 0 0 5.6351 188.8992 704.322 Tm [(B)19(r)4(oa)8(dl)23(eaf)25( c)8(r)4(op)11(s)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 0.6 0.216 0.4 sc 232.44 308.3 3.42 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT85 1 Tf -0.0209 Tc 0 Tw 5.6351 0 0 5.6351 235.2792 704.322 Tm [(S)-18(a)-24(va)-24(nna)-14(h)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 1 1 0.796 sc 264.84 308.3 3.42 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT85 1 Tf 0.0039 Tc 5.6351 0 0 5.6351 267.7392 704.322 Tm [(G)13(r)7(a)11(sses/)5(ce)11(r)7(eal)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 0.796 1 1 sc 308.28 308.3 3.36 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT85 1 Tf -0.0242 Tc 0.0297 Tw 5.6351 0 0 5.6351 311.1192 704.322 Tm [(B)-7(r)-21(o)-14(a)-27(d)-25(l)-2(e)-17(a)-28(f fo)-25(r)-11(e)-28(s)-29(t)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 0.4 0 0.4 sc 355.14 308.3 3.42 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT85 1 Tf -0.0011 Tc 0 Tw 5.6351 0 0 5.6351 357.9792 704.322 Tm [(Sh)20(r)13(u)20(bs)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 1 0.502 0.502 sc 381.48 308.3 3.36 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT85 1 Tf 0.0036 Tc 0.0019 Tw 5.6351 0 0 5.6351 384.3192 704.322 Tm [(N)12(eedl)26(el)26(e)11(af)28( f)28(o)3(r)17(est)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 160.98 322.04 0.48 -0.48 re f 160.98 322.04 273.42 -0.48 re f 433.92 322.04 0.48 -0.48 re f 160.98 321.56 0.48 -190.14 re f 433.92 321.56 0.48 -190.14 re f 160.98 131.42 0.48 -0.48 re f 160.98 131.42 273.42 -0.48 re f 433.92 131.42 0.48 -0.48 re f 1 0 0 1 1.9608 -396.0816 cm BT /TT85 1 Tf 0 Tc 0 Tw 12 0 0 12 432.4392 527.0219 Tm ( )Tj -30.29 -0.925 Td ( )Tj /TT86 1 Tf 0.0005 Tc -0.0005 Tw 0 -1.15 TD (Figure 5)Tj /TT85 1 Tf 0.0004 Tc -0.0004 Tw 3.585 0 Td [(: R)7(e)-1(lative frequency \(%\) of biom)8(e-type )]TJ 0.0001 Tc -0.0001 Tw 15.99 0 Td (by percentage of soybean in the pixel. )Tj 0 Tc 0 Tw -19.575 -1.15 Td ( )Tj /TT86 1 Tf 0 -1.16 TD ( )Tj 0 g ET /GS61 gs BT /T1_30 9 Tf 1 0 0 1 289.994 28.8 Tm (259)Tj /CS60 cs 0 0 0 sc ET /GS60 gs BT /TT86 1 Tf 12 0 0 12 75.7587 341.2749 Tm (4. Conclusion )Tj /TT85 1 Tf -0.0002 Tc 0.0392 Tw 0 -1.64 TD [(Since the high relative f)8(r)-2(equency of )]TJ /TT87 1 Tf 0.0385 Tw 14.775 0 Td (Standard fill value 255)Tj /TT85 1 Tf 0.0011 Tc 0.0364 Tw 9.31 0 Td [( r)4(etr)4(ievals in)6( )]TJ /TT87 1 Tf 0.0004 Tc 0.0396 Tw 5.355 0 Td (Collection 4)Tj /TT85 1 Tf 0 Tc 0 Tw 4.955 0 Td ( )Tj /TT87 1 Tf -0.0001 Tc 0.29 0 Td (MODIS )Tj -0.001 Tc -34.685 -1.15 Td (LAI)Tj /TT85 1 Tf -0.0004 Tc 0.0854 Tw 1.5 0 Td ( product \(MOD15A2\) occurs for pixels with )Tj 0.0853 Tw (high soybean percentage)Tj 0.0004 Tc 0.0821 Tw 28.6 0 Td (, only in a specific )Tj 0.0002 Tc 0.0789 Tw -30.1 -1.15 Td [(period which coincides with the m)8(a)-6(xim)8(u)-5(m)8( soybean)]TJ 0.0009 Tc 0.0753 Tw 21.08 0 Td ( growth stage, the re)Tj 0.0003 Tc 0.0797 Tw 8.45 0 Td [(sults from)8( our study )]TJ 0.0007 Tc 0.0059 Tw -29.53 -1.15 Td (indicate that those retrievals )Tj -0.0003 Tc 0.0103 Tw 11.54 0 Td [(are closely related to the soybean)3( areas. Besides, their occurrence )]TJ 0.001 Tc 0.339 Tw -11.54 -1.15 Td [(appears)5( not to be)5( dire)5(ctly)6( re)5(lated)6( to an)6( eve)5(n)1(tual m)9(i)-1(sclassif)4(i)-1(ca)5(tion)6( in )]TJ /TT87 1 Tf 0.0002 Tc 0 Tw 30.91 0 Td (landcover)Tj /TT85 1 Tf -0.0018 Tc 0.3418 Tw 4 0 Td ( input. )Tj 0.0001 Tc 0.2549 Tw -34.91 -1.15 Td (Therefore, the Collection 4 MOD15A2 product )Tj 0.0006 Tc 0.2527 Tw 20.72 0 Td (is not suitable to )Tj -0.0001 Tc 7.855 0 Td [(m)8(o)-5(nitor LAI seasonal )]TJ 0.0002 Tc 0.0798 Tw -28.575 -1.15 Td [(changes over soybean areas. Thus, more effort )-2(must be foc)-6(used on validating the product in )]TJ -0.0002 Tw 0 -1.15 TD (further studies. )Tj /TT86 1 Tf 0 -2.16 TD (5. References )Tj /TT85 1 Tf -0.0012 Tc 0.2362 Tw 10.02 0 0 10.02 75.7587 181.2549 Tm [(Kn)-4(yazikh)-4(in, )6(Y.; Marton)-4(ch)-4(i)7(k)-4(, J.V.; Di)7(n)-4(er, )6(D. J.; Myn)-4(e)6(n)-4(i)]TJ -0.0005 Tc 0.2355 Tw [(, R. B.; )6(Verstraete, M. M)8(.)]TJ -0.0018 Tc 0.2368 Tw 35.2395 0 Td [(; Pin)-5(t)1(y, B.; )6(Go)-5(bro)-5(n)1(, N. )]TJ 0.0015 Tc 0.1677 Tw -35.2395 -1.1497 Td [(Est)4(i)-2(m)13(a)2(t)4(i)4(on of)5( )6(veget)4(a)2(t)4(i)4(o)5(n ca)8(n)5(opy)5( l)4(e)2(a)8(f)-1( a)8(r)-1(ea )6(i)4(nde)8(x a)8(n)5(d f)5(r)-1(ac)8(t)4(i)4(on )6(of)5( ab)5(so)5(rb)5(ed )6(ph)5(ot)10(osy)5(n)-1(t)4(h)5(et)4(i)4(cal)4(l)4(y)5( acti)4(v)-1(e ra)8(di)4(at)4(i)4(o)5(n)5( )]TJ 0.0014 Tc 0.0001 Tw 0 -1.1437 TD [(fr)5(om)13( atm)13(o)-2(sphe)8(re-c)8(or)5(rect)4(ed)4( M)4(I)-1(SR)4( )6(dat)4(a)2(, )]TJ /TT86 1 Tf 0.0016 Tc -0.0061 Tw 15.9341 0 Td [(J. G)7(e)2(oph)7(y)-1(s.)6( )-6(Re)8(s)]TJ /TT85 1 Tf 0.0026 Tc -0.0071 Tw [(.,)7( 10)6(3:)5( 32)6(2)6(39)6(-)6(32)6(25)6(6,)7( )-6(1)6(9)6(98a)9(. )]TJ 0.0018 Tc 0.1973 Tw -15.9341 -1.7485 Td [(Kny)5(azi)4(k)5(h)-1(i)4(n)5(, Y)5(.;)4( M)5(a)3(rt)4(onc)9(hi)4(k,)6( J. V.;)4( M)5(y)5(nen)5(i)4(, R)4(. B)4(.;)4( Di)4(ner, D. J.;)4( R)4(u)5(nn)5(i)4(ng, S)7(. )6(W)-6(. Sy)11(ner)6(g)-1(i)4(s)2(t)4(i)4(c)3( al)4(gor)6(i)4(t)4(h)-7(m)13( for )]TJ 0.0014 Tc 0.0899 Tw 0 -1.1497 TD [(est)4(i)-2(m)13(a)2(ti)4(ng ve)8(g)4(e)2(t)4(a)2(t)4(i)4(on cano)4(p)-2(y)10( l)4(eaf area i)4(nde)8(x an)4(d fract)4(i)4(o)4(n of ab)4(so)4(rbe)8(d)-2( p)4(h)4(o)-2(t)4(o)-2(sy)10(nt)4(het)4(i)4(cal)4(l)4(y)4( act)4(i)4(v)-2(e radi)4(at)4(ion f)5(r)5(o)-8(m)7( )]TJ 0.0004 Tc 0.0011 Tw 0 -1.1437 TD [(MODIS a)7(n)3(d M)9(I)-2(SR )6(data, )]TJ /TT86 1 Tf 0.0016 Tc -0.0061 Tw 10.006 0 Td [(J. G)7(e)2(oph)7(y)-1(s.)6( )-6(Re)8(s)]TJ /TT85 1 Tf 0.0025 Tc -0.007 Tw [(.,)7( 10)6(3:)5( 32)6(2)6(57)6(-)6(32)6(27)6(5,)7( )-6(1)6(9)6(98)6(b. )]TJ -0.0005 Tc 0.0619 Tw -10.006 -1.7485 Td [(Kn)-3(yazikh)-3(in, Y.; Glassy, J.; Priv)-3(ette, J. L.; Tian)-3(, Y.; Lo)]TJ -0.0008 Tc 0.0622 Tw 22.4311 0 Td [(tsch, A.; Zh)-4(an)-4(g, Y.; W)-9(a)6(ng)-4(, Y.; )6(Mo)-4(risette, J. T.; Vo)-4(tav)-4(a)6(, )]TJ 0.002 Tc 0.3588 Tw -22.4311 -1.1497 Td [(P.;)4( M)5(y)5(ne)9(ni)4(, )6(R)4(.)1(B)4(.)1(;)4( )6(Nem)13(a)-3(ni)4(, R)4(.)7( R)4(.)1(;)4( R)10(u)5(nni)10(ng)5(, S)7(.)1( )6(W.)7( M)5(O)6(DIS)7( Lea)9(f )6(Area)9( I)6(nde)9(x)5( \(L)8(AI)6(\) a)9(n)5(d )6(Fract)4(i)4(o)5(n )6(of)6( )]TJ 0.0016 Tc 0.0538 Tw 0 -1.1437 TD [(Ph)5(ot)4(osy)11(n)-1(t)4(h)-1(et)4(i)4(cal)4(l)4(y)5( Act)4(i)4(v)-1(e R)4(a)-4(di)4(at)4(i)4(on A)5(b)-1(s)8(o)-1(r)5(b)5(ed by)5( Ve)8(get)4(a)2(t)4(i)4(on \()5(F)1(P)7(A)-1(R)4(\))-1( Pr)5(od)5(uct)4( \(M)5(O)5(D)5(1)5(5\) Al)10(go)5(ri)4(t)4(h)-1(m)13( )-6(The)8(o)-1(ret)4(i)4(cal)4( )]TJ 0 Tc 0.0015 Tw 0 -1.1497 TD [(Basis Docum)11(e)1(nt, )]TJ /TT87 1 Tf 0.0016 Tc 0 Tw 7.0719 0 Td [(e)8(o)-1(s)8(p)-1(so)5(.g)5(sf)4(c.)6(nas)8(a.)6(g)5(o)-1(v/)4(at)10(bd/)10(mo)5(di)4(st)4(a)5(b)-1(l)4(e)2(s.)6(ht)4(ml)]TJ /TT85 1 Tf 0.0008 Tc -0.0053 Tw 17.515 0 Td (, 1999. )Tj ET endstream endobj 316 0 obj 12655 endobj 317 0 obj << /Length 318 0 R >> stream 1 0 0 1 -1.9608 396.0816 cm /CS62 cs 0.749 0.749 0.749 sc 1 i /RelativeColorimetric ri /GS62 gs 190.56 301.16 235.08 -140.04 re f q 190.56 175.1 235.08 0.06 re W n /CS62 CS 0 0 0 SC 0.06 w 10 M 1 j 1 J []0 d 190.56 175.16 m 425.64 175.16 l S Q q 190.56 189.08 235.08 0.06 re W n /CS62 CS 0 0 0 SC 0.06 w 10 M 1 j 1 J []0 d 190.56 189.14 m 425.64 189.14 l S Q q 190.56 203.06 235.08 0.06 re W n /CS62 CS 0 0 0 SC 0.06 w 10 M 1 j 1 J []0 d 190.56 203.12 m 425.64 203.12 l S Q q 190.56 217.04 235.08 0.06 re W n /CS62 CS 0 0 0 SC 0.06 w 10 M 1 j 1 J []0 d 190.56 217.1 m 425.64 217.1 l S Q q 190.56 231.02 235.08 0.06 re W n /CS62 CS 0 0 0 SC 0.06 w 10 M 1 j 1 J []0 d 190.56 231.08 m 425.64 231.08 l S Q q 190.56 245.12 235.08 0.06 re W n /CS62 CS 0 0 0 SC 0.06 w 10 M 1 j 1 J []0 d 190.56 245.18 m 425.64 245.18 l S Q q 190.56 259.1 235.08 0.06 re W n /CS62 CS 0 0 0 SC 0.06 w 10 M 1 j 1 J []0 d 190.56 259.16 m 425.64 259.16 l S Q q 190.56 273.14 235.08 0.06 re W n /CS62 CS 0 0 0 SC 0.06 w 10 M 1 j 1 J []0 d 190.56 273.2 m 425.64 273.2 l S Q q 190.56 287.12 235.08 0.06 re W n /CS62 CS 0 0 0 SC 0.06 w 10 M 1 j 1 J []0 d 190.56 287.18 m 425.64 287.18 l S Q q 190.56 301.1 235.08 0.06 re W n /CS62 CS 0 0 0 SC 0.06 w 10 M 1 j 1 J []0 d 190.56 301.16 m 425.64 301.16 l S Q /CS62 CS 0.502 0.502 0.502 SC 0.387 w 10 M 1 j 1 J []0 d 190.56 301.16 235.08 -140.04 re S q 196.68 161.18 9.24 32.4 re W n 0.6 0.6 1 sc 0 0 0 SC 196.98 193.28 8.58 -32.16 re B* Q q 218.04 161.18 9.18 46.32 re W n 0.6 0.6 1 sc 0 0 0 SC 218.34 207.2 8.52 -46.08 re B* Q q 239.4 161.18 9.24 58.98 re W n 0.6 0.6 1 sc 0 0 0 SC 239.7 219.86 8.58 -58.74 re B* Q q 260.82 161.18 9.12 70.2 re W n 0.6 0.6 1 sc 0 0 0 SC 261.12 231.08 8.46 -69.96 re B* Q q 282.12 161.18 9.24 81.42 re W n 0.6 0.6 1 sc 0 0 0 SC 282.42 242.3 8.58 -81.18 re B* Q q 303.54 161.18 9.12 88.2 re W n 0.6 0.6 1 sc 0 0 0 SC 303.84 249.08 8.46 -87.96 re B* Q q 324.84 161.18 9.24 94.92 re W n 0.6 0.6 1 sc 0 0 0 SC 325.14 255.8 8.58 -94.68 re B* Q q 346.26 161.18 9.12 101.04 re W n 0.6 0.6 1 sc 0 0 0 SC 346.56 261.92 8.46 -100.8 re B* Q q 367.56 161.18 9.24 105.42 re W n 0.6 0.6 1 sc 0 0 0 SC 367.86 266.3 8.58 -105.18 re B* Q q 388.98 161.18 9.12 105.12 re W n 0.6 0.6 1 sc 0 0 0 SC 389.28 266 8.46 -104.88 re B* Q q 410.28 161.18 9.24 104.16 re W n 0.6 0.6 1 sc 0 0 0 SC 410.58 265.04 8.58 -103.92 re B* Q 0.6 0.216 0.4 sc 0 0 0 SC 196.98 266.3 8.58 -73.02 re B* 218.34 274.04 8.52 -66.84 re B* 239.7 278.3 8.58 -58.44 re B* 261.12 282.38 8.46 -51.3 re B* 282.42 284.24 8.58 -41.94 re B* 303.84 285.02 8.46 -35.94 re B* 325.14 285.8 8.58 -30 re B* 346.56 285.8 8.46 -23.88 re B* 367.86 285.44 8.58 -19.14 re B* 389.28 281.72 8.46 -15.72 re B* 410.58 274.46 8.58 -9.42 re B* 1 1 0.796 sc 196.98 277.76 8.58 -11.46 re B* 218.34 284.24 8.52 -10.2 re B* 239.7 287.36 8.58 -9.06 re B* 261.12 289.88 8.46 -7.5 re B* 282.42 291.32 8.58 -7.08 re B* 303.84 292.34 8.46 -7.32 re B* 325.14 293.48 8.58 -7.68 re B* 346.56 294.26 8.46 -8.46 re B* 367.86 295.88 8.58 -10.44 re B* 389.28 296.96 8.46 -15.24 re B* 410.58 299.6 8.58 -25.14 re B* 0.796 1 1 sc 196.98 295.82 8.58 -18.06 re B* 218.34 296.9 8.52 -12.66 re B* 239.7 297.92 8.58 -10.56 re B* 261.12 298.34 8.46 -8.46 re B* 282.42 299.12 8.58 -7.8 re B* 303.84 299.48 8.46 -7.14 re B* 325.14 299.78 8.58 -6.3 re B* 346.56 299.9 8.46 -5.64 re B* 367.86 300.38 8.58 -4.5 re B* 389.28 300.38 8.46 -3.42 re B* 410.58 301.16 8.58 -1.56 re B* 0.4 0 0.4 sc 196.98 300.5 8.58 -4.68 re B* 218.34 300.68 8.52 -3.78 re B* 239.7 300.74 8.58 -2.82 re B* 261.12 300.86 8.46 -2.52 re B* 282.42 300.86 8.58 -1.74 re B* 303.84 300.86 8.46 -1.38 re B* 325.14 300.98 8.58 -1.2 re B* 346.56 300.86 8.46 -0.96 re B* 367.86 300.86 8.58 -0.48 re B* 389.28 300.98 8.46 -0.6 re B* 1 0.502 0.502 sc 196.98 301.16 8.58 -0.66 re B* 218.34 301.16 8.52 -0.48 re B* 239.7 301.16 8.58 -0.42 re B* 261.12 301.16 8.46 -0.3 re B* 282.42 301.16 8.58 -0.3 re B* 303.84 301.16 8.46 -0.3 re B* 325.14 301.16 8.58 -0.18 re B* 346.56 301.16 8.46 -0.3 re B* 367.86 301.16 8.58 -0.3 re B* 389.28 301.16 8.46 -0.18 re B* 0.06 w 190.56 301.16 m 190.56 161.12 l 188.94 161.12 m 190.56 161.12 l 188.94 175.16 m 190.56 175.16 l 188.94 189.14 m 190.56 189.14 l 188.94 203.12 m 190.56 203.12 l 188.94 217.1 m 190.56 217.1 l 188.94 231.08 m 190.56 231.08 l 188.94 245.18 m 190.56 245.18 l 188.94 259.16 m 190.56 259.16 l 188.94 273.2 m 190.56 273.2 l 188.94 287.18 m 190.56 287.18 l 188.94 301.16 m 190.56 301.16 l 190.56 161.12 m 425.64 161.12 l 190.56 159.5 m 190.56 161.12 l 211.98 159.5 m 211.98 161.12 l 233.34 159.5 m 233.34 161.12 l 254.7 159.5 m 254.7 161.12 l 276.06 159.5 m 276.06 161.12 l 297.48 159.5 m 297.48 161.12 l 318.78 159.5 m 318.78 161.12 l 340.2 159.5 m 340.2 161.12 l 361.5 159.5 m 361.5 161.12 l 382.92 159.5 m 382.92 161.12 l 404.22 159.5 m 404.22 161.12 l 425.64 159.5 m 425.64 161.12 l S 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT88 1 Tf 5.3435 0 0 5.3435 181.9992 555.5219 Tm (0)Tj 0.0053 Tc -0.5053 2.6162 Td (10)Tj 0 2.6275 TD (20)Tj 0 2.6162 TD (30)Tj 0 2.6162 TD (40)Tj T* (50)Tj 0 2.6387 TD (60)Tj 0 2.6162 TD (70)Tj 0 2.6162 TD (80)Tj 0 2.6275 TD (90)Tj -0.5053 2.6162 Td (100)Tj 0.0029 Tw 2.5601 -27.6783 Td [(>)8( )11(0 -)13( )11(10 )-842(10 -)13( )11(20)-1156(20 -)24( 30)-1134(30 -)13( )11(40)-1156(40 -)13( )11(50)-1156(50 )11(-)13( 60)-1134(60 -)13( )11(70)-1156(70 -)24( 80)-1134(80 -)13( )11(90)-909(90 )11(-)13( 100)-1549(100)]TJ -0.003 Tc 0.0091 Tw 7.9669 0 0 7.9669 249.5592 533.5619 Tm [(Perc)12(entag)15(e)4( of)6( soy)8(be)12(a)4(n in th)8(e pixel)]TJ -0.0025 Tc 0.0086 Tw 0 7.9669 -7.9669 0 170.7192 584.8019 Tm [(R)-6(e)-3(lati)-11(ve F)-11(r)-1(equ)-7(e)5(ncy,)-9( in)-7( % .)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 1 1 1 sc 182.58 315.56 244.32 -10.68 re f 0.6 0.6 1 sc 0.387 w 0 j 186.06 308.3 3.42 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT88 1 Tf 0.0011 Tc 0.0044 Tw 5.6351 0 0 5.6351 188.8992 704.322 Tm [(B)19(r)4(oa)8(dl)23(eaf)25( c)8(r)4(op)11(s)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 0.6 0.216 0.4 sc 232.44 308.3 3.42 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT88 1 Tf -0.0209 Tc 0 Tw 5.6351 0 0 5.6351 235.2792 704.322 Tm [(S)-18(a)-24(va)-24(nna)-14(h)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 1 1 0.796 sc 264.84 308.3 3.42 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT88 1 Tf 0.0039 Tc 5.6351 0 0 5.6351 267.7392 704.322 Tm [(G)13(r)7(a)11(sses/)5(ce)11(r)7(eal)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 0.796 1 1 sc 308.28 308.3 3.36 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT88 1 Tf -0.0242 Tc 0.0297 Tw 5.6351 0 0 5.6351 311.1192 704.322 Tm [(B)-7(r)-21(o)-14(a)-27(d)-25(l)-2(e)-17(a)-28(f fo)-25(r)-11(e)-28(s)-29(t)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 0.4 0 0.4 sc 355.14 308.3 3.42 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT88 1 Tf -0.0011 Tc 0 Tw 5.6351 0 0 5.6351 357.9792 704.322 Tm [(Sh)20(r)13(u)20(bs)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 1 0.502 0.502 sc 381.48 308.3 3.36 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT88 1 Tf 0.0036 Tc 0.0019 Tw 5.6351 0 0 5.6351 384.3192 704.322 Tm [(N)12(eedl)26(el)26(e)11(af)28( f)28(o)3(r)17(est)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 160.98 322.04 0.48 -0.48 re f 160.98 322.04 273.42 -0.48 re f 433.92 322.04 0.48 -0.48 re f 160.98 321.56 0.48 -190.14 re f 433.92 321.56 0.48 -190.14 re f 160.98 131.42 0.48 -0.48 re f 160.98 131.42 273.42 -0.48 re f 433.92 131.42 0.48 -0.48 re f 1 0 0 1 1.9608 -396.0816 cm BT /TT88 1 Tf 0 Tc 0 Tw 12 0 0 12 432.4392 527.0219 Tm ( )Tj -30.29 -0.925 Td ( )Tj /TT89 1 Tf 0.0005 Tc -0.0005 Tw 0 -1.15 TD (Figure 5)Tj /TT88 1 Tf 0.0004 Tc -0.0004 Tw 3.585 0 Td [(: R)7(e)-1(lative frequency \(%\) of biom)8(e-type )]TJ 0.0001 Tc -0.0001 Tw 15.99 0 Td (by percentage of soybean in the pixel. )Tj 0 Tc 0 Tw -19.575 -1.15 Td ( )Tj /TT89 1 Tf 0 -1.16 TD ( )Tj 0 g ET /GS63 gs BT /T1_31 9 Tf 1 0 0 1 289.994 28.8 Tm (259)Tj /CS62 cs 0 0 0 sc ET /GS62 gs BT /TT89 1 Tf 12 0 0 12 69.3071 416.2754 Tm (4. Conclusion )Tj /TT88 1 Tf -0.0002 Tc 0.0392 Tw 0 -1.64 TD [(Since the high relative f)8(r)-2(equency of )]TJ /TT90 1 Tf 0.0385 Tw 14.775 0 Td (Standard fill value 255)Tj /TT88 1 Tf 0.0011 Tc 0.0364 Tw 9.31 0 Td [( r)4(etr)4(ievals in)6( )]TJ /TT90 1 Tf 0.0004 Tc 0.0396 Tw 5.355 0 Td (Collection 4)Tj /TT88 1 Tf 0 Tc 0 Tw 4.955 0 Td ( )Tj /TT90 1 Tf -0.0001 Tc 0.29 0 Td (MODIS )Tj -0.001 Tc -34.685 -1.15 Td (LAI)Tj /TT88 1 Tf -0.0004 Tc 0.0854 Tw 1.5 0 Td ( product \(MOD15A2\) occurs for pixels with )Tj 0.0853 Tw (high soybean percentage)Tj 0.0004 Tc 0.0821 Tw 28.6 0 Td (, only in a specific )Tj 0.0002 Tc 0.0789 Tw -30.1 -1.15 Td [(period which coincides with the m)8(a)-6(xim)8(u)-5(m)8( soybean)]TJ 0.0009 Tc 0.0753 Tw 21.08 0 Td ( growth stage, the re)Tj 0.0003 Tc 0.0797 Tw 8.45 0 Td [(sults from)8( our study )]TJ 0.0007 Tc 0.0059 Tw -29.53 -1.15 Td (indicate that those retrievals )Tj -0.0003 Tc 0.0103 Tw 11.54 0 Td [(are closely related to the soybean)3( areas. Besides, their occurrence )]TJ 0.001 Tc 0.339 Tw -11.54 -1.15 Td [(appears)5( not to be)5( dire)5(ctly)6( re)5(lated)6( to an)6( eve)5(n)1(tual m)9(i)-1(sclassif)4(i)-1(ca)5(tion)6( in )]TJ /TT90 1 Tf 0.0002 Tc 0 Tw 30.91 0 Td (landcover)Tj /TT88 1 Tf -0.0018 Tc 0.3418 Tw 4 0 Td ( input. )Tj 0.0001 Tc 0.2549 Tw -34.91 -1.15 Td (Therefore, the Collection 4 MOD15A2 product )Tj 0.0006 Tc 0.2527 Tw 20.72 0 Td (is not suitable to )Tj -0.0001 Tc 7.855 0 Td [(m)8(o)-5(nitor LAI seasonal )]TJ 0.0002 Tc 0.0798 Tw -28.575 -1.15 Td [(changes over soybean areas. Thus, more effort )-2(must be foc)-6(used on validating the product in )]TJ -0.0002 Tw 0 -1.15 TD (further studies. )Tj /TT89 1 Tf 0 -2.16 TD (5. References )Tj /TT88 1 Tf -0.0012 Tc 0.2362 Tw 10.02 0 0 10.02 69.3071 256.2554 Tm [(Kn)-4(yazikh)-4(in, )6(Y.; Marton)-4(ch)-4(i)7(k)-4(, J.V.; Di)7(n)-4(er, )6(D. J.; Myn)-4(e)6(n)-4(i)]TJ -0.0005 Tc 0.2355 Tw [(, R. B.; )6(Verstraete, M. M)8(.)]TJ -0.0018 Tc 0.2368 Tw 35.2395 0 Td [(; Pin)-5(t)1(y, B.; )6(Go)-5(bro)-5(n)1(, N. )]TJ 0.0015 Tc 0.1677 Tw -35.2395 -1.1497 Td [(Est)4(i)-2(m)13(a)2(t)4(i)4(on of)5( )6(veget)4(a)2(t)4(i)4(o)5(n ca)8(n)5(opy)5( l)4(e)2(a)8(f)-1( a)8(r)-1(ea )6(i)4(nde)8(x a)8(n)5(d f)5(r)-1(ac)8(t)4(i)4(on )6(of)5( ab)5(so)5(rb)5(ed )6(ph)5(ot)10(osy)5(n)-1(t)4(h)5(et)4(i)4(cal)4(l)4(y)5( acti)4(v)-1(e ra)8(di)4(at)4(i)4(o)5(n)5( )]TJ 0.0014 Tc 0.0001 Tw 0 -1.1437 TD [(fr)5(om)13( atm)13(o)-2(sphe)8(re-c)8(or)5(rect)4(ed)4( M)4(I)-1(SR)4( )6(dat)4(a)2(, )]TJ /TT89 1 Tf 0.0016 Tc -0.0061 Tw 15.9341 0 Td [(J. G)7(e)2(oph)7(y)-1(s.)6( )-6(Re)8(s)]TJ /TT88 1 Tf 0.0026 Tc -0.0071 Tw [(.,)7( 10)6(3:)5( 32)6(2)6(39)6(-)6(32)6(25)6(6,)7( )-6(1)6(9)6(98a)9(. )]TJ 0.0018 Tc 0.1973 Tw -15.9341 -1.7485 Td [(Kny)5(azi)4(k)5(h)-1(i)4(n)5(, Y)5(.;)4( M)5(a)3(rt)4(onc)9(hi)4(k,)6( J. V.;)4( M)5(y)5(nen)5(i)4(, R)4(. B)4(.;)4( Di)4(ner, D. J.;)4( R)4(u)5(nn)5(i)4(ng, S)7(. )6(W)-6(. Sy)11(ner)6(g)-1(i)4(s)2(t)4(i)4(c)3( al)4(gor)6(i)4(t)4(h)-7(m)13( for )]TJ 0.0014 Tc 0.0899 Tw 0 -1.1497 TD [(est)4(i)-2(m)13(a)2(ti)4(ng ve)8(g)4(e)2(t)4(a)2(t)4(i)4(on cano)4(p)-2(y)10( l)4(eaf area i)4(nde)8(x an)4(d fract)4(i)4(o)4(n of ab)4(so)4(rbe)8(d)-2( p)4(h)4(o)-2(t)4(o)-2(sy)10(nt)4(het)4(i)4(cal)4(l)4(y)4( act)4(i)4(v)-2(e radi)4(at)4(ion f)5(r)5(o)-8(m)7( )]TJ 0.0004 Tc 0.0011 Tw 0 -1.1437 TD [(MODIS a)7(n)3(d M)9(I)-2(SR )6(data, )]TJ /TT89 1 Tf 0.0016 Tc -0.0061 Tw 10.006 0 Td [(J. G)7(e)2(oph)7(y)-1(s.)6( )-6(Re)8(s)]TJ /TT88 1 Tf 0.0025 Tc -0.007 Tw [(.,)7( 10)6(3:)5( 32)6(2)6(57)6(-)6(32)6(27)6(5,)7( )-6(1)6(9)6(98)6(b. )]TJ -0.0005 Tc 0.0619 Tw -10.006 -1.7485 Td [(Kn)-3(yazikh)-3(in, Y.; Glassy, J.; Priv)-3(ette, J. L.; Tian)-3(, Y.; Lo)]TJ -0.0008 Tc 0.0622 Tw 22.4311 0 Td [(tsch, A.; Zh)-4(an)-4(g, Y.; W)-9(a)6(ng)-4(, Y.; )6(Mo)-4(risette, J. T.; Vo)-4(tav)-4(a)6(, )]TJ 0.002 Tc 0.3588 Tw -22.4311 -1.1497 Td [(P.;)4( M)5(y)5(ne)9(ni)4(, )6(R)4(.)1(B)4(.)1(;)4( )6(Nem)13(a)-3(ni)4(, R)4(.)7( R)4(.)1(;)4( R)10(u)5(nni)10(ng)5(, S)7(.)1( )6(W.)7( M)5(O)6(DIS)7( Lea)9(f )6(Area)9( I)6(nde)9(x)5( \(L)8(AI)6(\) a)9(n)5(d )6(Fract)4(i)4(o)5(n )6(of)6( )]TJ 0.0016 Tc 0.0538 Tw 0 -1.1437 TD [(Ph)5(ot)4(osy)11(n)-1(t)4(h)-1(et)4(i)4(cal)4(l)4(y)5( Act)4(i)4(v)-1(e R)4(a)-4(di)4(at)4(i)4(on A)5(b)-1(s)8(o)-1(r)5(b)5(ed by)5( Ve)8(get)4(a)2(t)4(i)4(on \()5(F)1(P)7(A)-1(R)4(\))-1( Pr)5(od)5(uct)4( \(M)5(O)5(D)5(1)5(5\) Al)10(go)5(ri)4(t)4(h)-1(m)13( )-6(The)8(o)-1(ret)4(i)4(cal)4( )]TJ 0 Tc 0.0015 Tw 0 -1.1497 TD [(Basis Docum)11(e)1(nt, )]TJ /TT90 1 Tf 0.0016 Tc 0 Tw 7.0719 0 Td [(e)8(o)-1(s)8(p)-1(so)5(.g)5(sf)4(c.)6(nas)8(a.)6(g)5(o)-1(v/)4(at)10(bd/)10(mo)5(di)4(st)4(a)5(b)-1(l)4(e)2(s.)6(ht)4(ml)]TJ /TT88 1 Tf 0.0008 Tc -0.0053 Tw 17.515 0 Td (, 1999. )Tj ET endstream endobj 318 0 obj 12655 endobj 319 0 obj << /Length 320 0 R >> stream 1 0 0 1 -1.9608 396.0816 cm /CS64 cs 0.749 0.749 0.749 sc 1 i /RelativeColorimetric ri /GS64 gs 190.56 301.16 235.08 -140.04 re f q 190.56 175.1 235.08 0.06 re W n /CS64 CS 0 0 0 SC 0.06 w 10 M 1 j 1 J []0 d 190.56 175.16 m 425.64 175.16 l S Q q 190.56 189.08 235.08 0.06 re W n /CS64 CS 0 0 0 SC 0.06 w 10 M 1 j 1 J []0 d 190.56 189.14 m 425.64 189.14 l S Q q 190.56 203.06 235.08 0.06 re W n /CS64 CS 0 0 0 SC 0.06 w 10 M 1 j 1 J []0 d 190.56 203.12 m 425.64 203.12 l S Q q 190.56 217.04 235.08 0.06 re W n /CS64 CS 0 0 0 SC 0.06 w 10 M 1 j 1 J []0 d 190.56 217.1 m 425.64 217.1 l S Q q 190.56 231.02 235.08 0.06 re W n /CS64 CS 0 0 0 SC 0.06 w 10 M 1 j 1 J []0 d 190.56 231.08 m 425.64 231.08 l S Q q 190.56 245.12 235.08 0.06 re W n /CS64 CS 0 0 0 SC 0.06 w 10 M 1 j 1 J []0 d 190.56 245.18 m 425.64 245.18 l S Q q 190.56 259.1 235.08 0.06 re W n /CS64 CS 0 0 0 SC 0.06 w 10 M 1 j 1 J []0 d 190.56 259.16 m 425.64 259.16 l S Q q 190.56 273.14 235.08 0.06 re W n /CS64 CS 0 0 0 SC 0.06 w 10 M 1 j 1 J []0 d 190.56 273.2 m 425.64 273.2 l S Q q 190.56 287.12 235.08 0.06 re W n /CS64 CS 0 0 0 SC 0.06 w 10 M 1 j 1 J []0 d 190.56 287.18 m 425.64 287.18 l S Q q 190.56 301.1 235.08 0.06 re W n /CS64 CS 0 0 0 SC 0.06 w 10 M 1 j 1 J []0 d 190.56 301.16 m 425.64 301.16 l S Q /CS64 CS 0.502 0.502 0.502 SC 0.387 w 10 M 1 j 1 J []0 d 190.56 301.16 235.08 -140.04 re S q 196.68 161.18 9.24 32.4 re W n 0.6 0.6 1 sc 0 0 0 SC 196.98 193.28 8.58 -32.16 re B* Q q 218.04 161.18 9.18 46.32 re W n 0.6 0.6 1 sc 0 0 0 SC 218.34 207.2 8.52 -46.08 re B* Q q 239.4 161.18 9.24 58.98 re W n 0.6 0.6 1 sc 0 0 0 SC 239.7 219.86 8.58 -58.74 re B* Q q 260.82 161.18 9.12 70.2 re W n 0.6 0.6 1 sc 0 0 0 SC 261.12 231.08 8.46 -69.96 re B* Q q 282.12 161.18 9.24 81.42 re W n 0.6 0.6 1 sc 0 0 0 SC 282.42 242.3 8.58 -81.18 re B* Q q 303.54 161.18 9.12 88.2 re W n 0.6 0.6 1 sc 0 0 0 SC 303.84 249.08 8.46 -87.96 re B* Q q 324.84 161.18 9.24 94.92 re W n 0.6 0.6 1 sc 0 0 0 SC 325.14 255.8 8.58 -94.68 re B* Q q 346.26 161.18 9.12 101.04 re W n 0.6 0.6 1 sc 0 0 0 SC 346.56 261.92 8.46 -100.8 re B* Q q 367.56 161.18 9.24 105.42 re W n 0.6 0.6 1 sc 0 0 0 SC 367.86 266.3 8.58 -105.18 re B* Q q 388.98 161.18 9.12 105.12 re W n 0.6 0.6 1 sc 0 0 0 SC 389.28 266 8.46 -104.88 re B* Q q 410.28 161.18 9.24 104.16 re W n 0.6 0.6 1 sc 0 0 0 SC 410.58 265.04 8.58 -103.92 re B* Q 0.6 0.216 0.4 sc 0 0 0 SC 196.98 266.3 8.58 -73.02 re B* 218.34 274.04 8.52 -66.84 re B* 239.7 278.3 8.58 -58.44 re B* 261.12 282.38 8.46 -51.3 re B* 282.42 284.24 8.58 -41.94 re B* 303.84 285.02 8.46 -35.94 re B* 325.14 285.8 8.58 -30 re B* 346.56 285.8 8.46 -23.88 re B* 367.86 285.44 8.58 -19.14 re B* 389.28 281.72 8.46 -15.72 re B* 410.58 274.46 8.58 -9.42 re B* 1 1 0.796 sc 196.98 277.76 8.58 -11.46 re B* 218.34 284.24 8.52 -10.2 re B* 239.7 287.36 8.58 -9.06 re B* 261.12 289.88 8.46 -7.5 re B* 282.42 291.32 8.58 -7.08 re B* 303.84 292.34 8.46 -7.32 re B* 325.14 293.48 8.58 -7.68 re B* 346.56 294.26 8.46 -8.46 re B* 367.86 295.88 8.58 -10.44 re B* 389.28 296.96 8.46 -15.24 re B* 410.58 299.6 8.58 -25.14 re B* 0.796 1 1 sc 196.98 295.82 8.58 -18.06 re B* 218.34 296.9 8.52 -12.66 re B* 239.7 297.92 8.58 -10.56 re B* 261.12 298.34 8.46 -8.46 re B* 282.42 299.12 8.58 -7.8 re B* 303.84 299.48 8.46 -7.14 re B* 325.14 299.78 8.58 -6.3 re B* 346.56 299.9 8.46 -5.64 re B* 367.86 300.38 8.58 -4.5 re B* 389.28 300.38 8.46 -3.42 re B* 410.58 301.16 8.58 -1.56 re B* 0.4 0 0.4 sc 196.98 300.5 8.58 -4.68 re B* 218.34 300.68 8.52 -3.78 re B* 239.7 300.74 8.58 -2.82 re B* 261.12 300.86 8.46 -2.52 re B* 282.42 300.86 8.58 -1.74 re B* 303.84 300.86 8.46 -1.38 re B* 325.14 300.98 8.58 -1.2 re B* 346.56 300.86 8.46 -0.96 re B* 367.86 300.86 8.58 -0.48 re B* 389.28 300.98 8.46 -0.6 re B* 1 0.502 0.502 sc 196.98 301.16 8.58 -0.66 re B* 218.34 301.16 8.52 -0.48 re B* 239.7 301.16 8.58 -0.42 re B* 261.12 301.16 8.46 -0.3 re B* 282.42 301.16 8.58 -0.3 re B* 303.84 301.16 8.46 -0.3 re B* 325.14 301.16 8.58 -0.18 re B* 346.56 301.16 8.46 -0.3 re B* 367.86 301.16 8.58 -0.3 re B* 389.28 301.16 8.46 -0.18 re B* 0.06 w 190.56 301.16 m 190.56 161.12 l 188.94 161.12 m 190.56 161.12 l 188.94 175.16 m 190.56 175.16 l 188.94 189.14 m 190.56 189.14 l 188.94 203.12 m 190.56 203.12 l 188.94 217.1 m 190.56 217.1 l 188.94 231.08 m 190.56 231.08 l 188.94 245.18 m 190.56 245.18 l 188.94 259.16 m 190.56 259.16 l 188.94 273.2 m 190.56 273.2 l 188.94 287.18 m 190.56 287.18 l 188.94 301.16 m 190.56 301.16 l 190.56 161.12 m 425.64 161.12 l 190.56 159.5 m 190.56 161.12 l 211.98 159.5 m 211.98 161.12 l 233.34 159.5 m 233.34 161.12 l 254.7 159.5 m 254.7 161.12 l 276.06 159.5 m 276.06 161.12 l 297.48 159.5 m 297.48 161.12 l 318.78 159.5 m 318.78 161.12 l 340.2 159.5 m 340.2 161.12 l 361.5 159.5 m 361.5 161.12 l 382.92 159.5 m 382.92 161.12 l 404.22 159.5 m 404.22 161.12 l 425.64 159.5 m 425.64 161.12 l S 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT91 1 Tf 5.3435 0 0 5.3435 181.9992 555.5219 Tm (0)Tj 0.0053 Tc -0.5053 2.6162 Td (10)Tj 0 2.6275 TD (20)Tj 0 2.6162 TD (30)Tj 0 2.6162 TD (40)Tj T* (50)Tj 0 2.6387 TD (60)Tj 0 2.6162 TD (70)Tj 0 2.6162 TD (80)Tj 0 2.6275 TD (90)Tj -0.5053 2.6162 Td (100)Tj 0.0029 Tw 2.5601 -27.6783 Td [(>)8( )11(0 -)13( )11(10 )-842(10 -)13( )11(20)-1156(20 -)24( 30)-1134(30 -)13( )11(40)-1156(40 -)13( )11(50)-1156(50 )11(-)13( 60)-1134(60 -)13( )11(70)-1156(70 -)24( 80)-1134(80 -)13( )11(90)-909(90 )11(-)13( 100)-1549(100)]TJ -0.003 Tc 0.0091 Tw 7.9669 0 0 7.9669 249.5592 533.5619 Tm [(Perc)12(entag)15(e)4( of)6( soy)8(be)12(a)4(n in th)8(e pixel)]TJ -0.0025 Tc 0.0086 Tw 0 7.9669 -7.9669 0 170.7192 584.8019 Tm [(R)-6(e)-3(lati)-11(ve F)-11(r)-1(equ)-7(e)5(ncy,)-9( in)-7( % .)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 1 1 1 sc 182.58 315.56 244.32 -10.68 re f 0.6 0.6 1 sc 0.387 w 0 j 186.06 308.3 3.42 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT91 1 Tf 0.0011 Tc 0.0044 Tw 5.6351 0 0 5.6351 188.8992 704.322 Tm [(B)19(r)4(oa)8(dl)23(eaf)25( c)8(r)4(op)11(s)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 0.6 0.216 0.4 sc 232.44 308.3 3.42 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT91 1 Tf -0.0209 Tc 0 Tw 5.6351 0 0 5.6351 235.2792 704.322 Tm [(S)-18(a)-24(va)-24(nna)-14(h)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 1 1 0.796 sc 264.84 308.3 3.42 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT91 1 Tf 0.0039 Tc 5.6351 0 0 5.6351 267.7392 704.322 Tm [(G)13(r)7(a)11(sses/)5(ce)11(r)7(eal)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 0.796 1 1 sc 308.28 308.3 3.36 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT91 1 Tf -0.0242 Tc 0.0297 Tw 5.6351 0 0 5.6351 311.1192 704.322 Tm [(B)-7(r)-21(o)-14(a)-27(d)-25(l)-2(e)-17(a)-28(f fo)-25(r)-11(e)-28(s)-29(t)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 0.4 0 0.4 sc 355.14 308.3 3.42 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT91 1 Tf -0.0011 Tc 0 Tw 5.6351 0 0 5.6351 357.9792 704.322 Tm [(Sh)20(r)13(u)20(bs)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 1 0.502 0.502 sc 381.48 308.3 3.36 3.42 re B* 1 0 0 1 1.9608 -396.0816 cm 0 0 0 sc BT /TT91 1 Tf 0.0036 Tc 0.0019 Tw 5.6351 0 0 5.6351 384.3192 704.322 Tm [(N)12(eedl)26(el)26(e)11(af)28( f)28(o)3(r)17(est)]TJ ET 1 0 0 1 -1.9608 396.0816 cm 160.98 322.04 0.48 -0.48 re f 160.98 322.04 273.42 -0.48 re f 433.92 322.04 0.48 -0.48 re f 160.98 321.56 0.48 -190.14 re f 433.92 321.56 0.48 -190.14 re f 160.98 131.42 0.48 -0.48 re f 160.98 131.42 273.42 -0.48 re f 433.92 131.42 0.48 -0.48 re f 1 0 0 1 1.9608 -396.0816 cm BT /TT91 1 Tf 0 Tc 0 Tw 12 0 0 12 432.4392 527.0219 Tm ( )Tj -30.29 -0.925 Td ( )Tj /TT92 1 Tf 0.0005 Tc -0.0005 Tw 0 -1.15 TD (Figure 5)Tj /TT91 1 Tf 0.0004 Tc -0.0004 Tw 3.585 0 Td [(: R)7(e)-1(lative frequency \(%\) of biom)8(e-type )]TJ 0.0001 Tc -0.0001 Tw 15.99 0 Td (by percentage of soybean in the pixel. )Tj 0 Tc 0 Tw -19.575 -1.15 Td ( )Tj /TT92 1 Tf 0 -1.16 TD ( )Tj 0 g ET /GS65 gs BT /T1_32 9 Tf 1 0 0 1 289.994 28.8 Tm (259)Tj /CS64 cs 0 0 0 sc ET /GS64 gs BT /TT92 1 Tf 12 0 0 12 67.3463 437.8442 Tm (4. Conclusion )Tj /TT91 1 Tf -0.0002 Tc 0.0392 Tw 0 -1.64 TD [(Since the high relative f)8(r)-2(equency of )]TJ /TT93 1 Tf 0.0385 Tw 14.775 0 Td (Standard fill value 255)Tj /TT91 1 Tf 0.0011 Tc 0.0364 Tw 9.31 0 Td [( r)4(etr)4(ievals in)6( )]TJ /TT93 1 Tf 0.0004 Tc 0.0396 Tw 5.355 0 Td (Collection 4)Tj /TT91 1 Tf 0 Tc 0 Tw 4.955 0 Td ( )Tj /TT93 1 Tf -0.0001 Tc 0.29 0 Td (MODIS )Tj -0.001 Tc -34.685 -1.15 Td (LAI)Tj /TT91 1 Tf -0.0004 Tc 0.0854 Tw 1.5 0 Td ( product \(MOD15A2\) occurs for pixels with )Tj 0.0853 Tw (high soybean percentage)Tj 0.0004 Tc 0.0821 Tw 28.6 0 Td (, only in a specific )Tj 0.0002 Tc 0.0789 Tw -30.1 -1.15 Td [(period which coincides with the m)8(a)-6(xim)8(u)-5(m)8( soybean)]TJ 0.0009 Tc 0.0753 Tw 21.08 0 Td ( growth stage, the re)Tj 0.0003 Tc 0.0797 Tw 8.45 0 Td [(sults from)8( our study )]TJ 0.0007 Tc 0.0059 Tw -29.53 -1.15 Td (indicate that those retrievals )Tj -0.0003 Tc 0.0103 Tw 11.54 0 Td [(are closely related to the soybean)3( areas. Besides, their occurrence )]TJ 0.001 Tc 0.339 Tw -11.54 -1.15 Td [(appears)5( not to be)5( dire)5(ctly)6( re)5(lated)6( to an)6( eve)5(n)1(tual m)9(i)-1(sclassif)4(i)-1(ca)5(tion)6( in )]TJ /TT93 1 Tf 0.0002 Tc 0 Tw 30.91 0 Td (landcover)Tj /TT91 1 Tf -0.0018 Tc 0.3418 Tw 4 0 Td ( input. )Tj 0.0001 Tc 0.2549 Tw -34.91 -1.15 Td (Therefore, the Collection 4 MOD15A2 product )Tj 0.0006 Tc 0.2527 Tw 20.72 0 Td (is not suitable to )Tj -0.0001 Tc 7.855 0 Td [(m)8(o)-5(nitor LAI seasonal )]TJ 0.0002 Tc 0.0798 Tw -28.575 -1.15 Td [(changes over soybean areas. Thus, more effort )-2(must be foc)-6(used on validating the product in )]TJ -0.0002 Tw 0 -1.15 TD (further studies. )Tj /TT92 1 Tf 0 -2.16 TD (5. References )Tj /TT91 1 Tf -0.0012 Tc 0.2362 Tw 10.02 0 0 10.02 67.3463 277.8242 Tm [(Kn)-4(yazikh)-4(in, )6(Y.; Marton)-4(ch)-4(i)7(k)-4(, J.V.; Di)7(n)-4(er, )6(D. J.; Myn)-4(e)6(n)-4(i)]TJ -0.0005 Tc 0.2355 Tw [(, R. B.; )6(Verstraete, M. M)8(.)]TJ -0.0018 Tc 0.2368 Tw 35.2395 0 Td [(; Pin)-5(t)1(y, B.; )6(Go)-5(bro)-5(n)1(, N. )]TJ 0.0015 Tc 0.1677 Tw -35.2395 -1.1497 Td [(Est)4(i)-2(m)13(a)2(t)4(i)4(on of)5( )6(veget)4(a)2(t)4(i)4(o)5(n ca)8(n)5(opy)5( l)4(e)2(a)8(f)-1( a)8(r)-1(ea )6(i)4(nde)8(x a)8(n)5(d f)5(r)-1(ac)8(t)4(i)4(on )6(of)5( ab)5(so)5(rb)5(ed )6(ph)5(ot)10(osy)5(n)-1(t)4(h)5(et)4(i)4(cal)4(l)4(y)5( acti)4(v)-1(e ra)8(di)4(at)4(i)4(o)5(n)5( )]TJ 0.0014 Tc 0.0001 Tw 0 -1.1437 TD [(fr)5(om)13( atm)13(o)-2(sphe)8(re-c)8(or)5(rect)4(ed)4( M)4(I)-1(SR)4( )6(dat)4(a)2(, )]TJ /TT92 1 Tf 0.0016 Tc -0.0061 Tw 15.9341 0 Td [(J. G)7(e)2(oph)7(y)-1(s.)6( )-6(Re)8(s)]TJ /TT91 1 Tf 0.0026 Tc -0.0071 Tw [(.,)7( 10)6(3:)5( 32)6(2)6(39)6(-)6(32)6(25)6(6,)7( )-6(1)6(9)6(98a)9(. )]TJ 0.0018 Tc 0.1973 Tw -15.9341 -1.7485 Td [(Kny)5(azi)4(k)5(h)-1(i)4(n)5(, Y)5(.;)4( M)5(a)3(rt)4(onc)9(hi)4(k,)6( J. V.;)4( M)5(y)5(nen)5(i)4(, R)4(. B)4(.;)4( Di)4(ner, D. J.;)4( R)4(u)5(nn)5(i)4(ng, S)7(. )6(W)-6(. Sy)11(ner)6(g)-1(i)4(s)2(t)4(i)4(c)3( al)4(gor)6(i)4(t)4(h)-7(m)13( for )]TJ 0.0014 Tc 0.0899 Tw 0 -1.1497 TD [(est)4(i)-2(m)13(a)2(ti)4(ng ve)8(g)4(e)2(t)4(a)2(t)4(i)4(on cano)4(p)-2(y)10( l)4(eaf area i)4(nde)8(x an)4(d fract)4(i)4(o)4(n of ab)4(so)4(rbe)8(d)-2( p)4(h)4(o)-2(t)4(o)-2(sy)10(nt)4(het)4(i)4(cal)4(l)4(y)4( act)4(i)4(v)-2(e radi)4(at)4(ion f)5(r)5(o)-8(m)7( )]TJ 0.0004 Tc 0.0011 Tw 0 -1.1437 TD [(MODIS a)7(n)3(d M)9(I)-2(SR )6(data, )]TJ /TT92 1 Tf 0.0016 Tc -0.0061 Tw 10.006 0 Td [(J. G)7(e)2(oph)7(y)-1(s.)6( )-6(Re)8(s)]TJ /TT91 1 Tf 0.0025 Tc -0.007 Tw [(.,)7( 10)6(3:)5( 32)6(2)6(57)6(-)6(32)6(27)6(5,)7( )-6(1)6(9)6(98)6(b. )]TJ -0.0005 Tc 0.0619 Tw -10.006 -1.7485 Td [(Kn)-3(yazikh)-3(in, Y.; Glassy, J.; Priv)-3(ette, J. L.; Tian)-3(, Y.; Lo)]TJ -0.0008 Tc 0.0622 Tw 22.4311 0 Td [(tsch, A.; Zh)-4(an)-4(g, Y.; W)-9(a)6(ng)-4(, Y.; )6(Mo)-4(risette, J. T.; Vo)-4(tav)-4(a)6(, )]TJ 0.002 Tc 0.3588 Tw -22.4311 -1.1497 Td [(P.;)4( M)5(y)5(ne)9(ni)4(, )6(R)4(.)1(B)4(.)1(;)4( )6(Nem)13(a)-3(ni)4(, R)4(.)7( R)4(.)1(;)4( R)10(u)5(nni)10(ng)5(, S)7(.)1( )6(W.)7( M)5(O)6(DIS)7( Lea)9(f )6(Area)9( I)6(nde)9(x)5( \(L)8(AI)6(\) a)9(n)5(d )6(Fract)4(i)4(o)5(n )6(of)6( )]TJ 0.0016 Tc 0.0538 Tw 0 -1.1437 TD [(Ph)5(ot)4(osy)11(n)-1(t)4(h)-1(et)4(i)4(cal)4(l)4(y)5( Act)4(i)4(v)-1(e R)4(a)-4(di)4(at)4(i)4(on A)5(b)-1(s)8(o)-1(r)5(b)5(ed by)5( Ve)8(get)4(a)2(t)4(i)4(on \()5(F)1(P)7(A)-1(R)4(\))-1( Pr)5(od)5(uct)4( \(M)5(O)5(D)5(1)5(5\) Al)10(go)5(ri)4(t)4(h)-1(m)13( )-6(The)8(o)-1(ret)4(i)4(cal)4( )]TJ 0 Tc 0.0015 Tw 0 -1.1497 TD [(Basis Docum)11(e)1(nt, )]TJ /TT93 1 Tf 0.0016 Tc 0 Tw 7.0719 0 Td [(e)8(o)-1(s)8(p)-1(so)5(.g)5(sf)4(c.)6(nas)8(a.)6(g)5(o)-1(v/)4(at)10(bd/)10(mo)5(di)4(st)4(a)5(b)-1(l)4(e)2(s.)6(ht)4(ml)]TJ /TT91 1 Tf 0.0008 Tc -0.0053 Tw 17.515 0 Td (, 1999. )Tj ET endstream endobj 320 0 obj 12655 endobj 321 0 obj << /Length 322 0 R >> stream 1 0 0 1 5.8824 392.16 cm /CS66 cs 0.749 0.749 0.749 sc 1 i /RelativeColorimetric ri /GS66 gs 190.56 301.16 235.08 -140.04 re f q 190.56 175.1 235.08 0.06 re W n /CS66 CS 0 0 0 SC 0.06 w 10 M 1 j 1 J []0 d 190.56 175.16 m 425.64 175.16 l S Q q 190.56 189.08 235.08 0.06 re W n /CS66 CS 0 0 0 SC 0.06 w 10 M 1 j 1 J []0 d 190.56 189.14 m 425.64 189.14 l S Q q 190.56 203.06 235.08 0.06 re W n /CS66 CS 0 0 0 SC 0.06 w 10 M 1 j 1 J []0 d 190.56 203.12 m 425.64 203.12 l S Q q 190.56 217.04 235.08 0.06 re W n /CS66 CS 0 0 0 SC 0.06 w 10 M 1 j 1 J []0 d 190.56 217.1 m 425.64 217.1 l S Q q 190.56 231.02 235.08 0.06 re W n /CS66 CS 0 0 0 SC 0.06 w 10 M 1 j 1 J []0 d 190.56 231.08 m 425.64 231.08 l S Q q 190.56 245.12 235.08 0.06 re W n /CS66 CS 0 0 0 SC 0.06 w 10 M 1 j 1 J []0 d 190.56 245.18 m 425.64 245.18 l S Q q 190.56 259.1 235.08 0.06 re W n /CS66 CS 0 0 0 SC 0.06 w 10 M 1 j 1 J []0 d 190.56 259.16 m 425.64 259.16 l S Q q 190.56 273.14 235.08 0.06 re W n /CS66 CS 0 0 0 SC 0.06 w 10 M 1 j 1 J []0 d 190.56 273.2 m 425.64 273.2 l S Q q 190.56 287.12 235.08 0.06 re W n /CS66 CS 0 0 0 SC 0.06 w 10 M 1 j 1 J []0 d 190.56 287.18 m 425.64 287.18 l S Q q 190.56 301.1 235.08 0.06 re W n /CS66 CS 0 0 0 SC 0.06 w 10 M 1 j 1 J []0 d 190.56 301.16 m 425.64 301.16 l S Q /CS66 CS 0.502 0.502 0.502 SC 0.387 w 10 M 1 j 1 J []0 d 190.56 301.16 235.08 -140.04 re S q 196.68 161.18 9.24 32.4 re W n 0.6 0.6 1 sc 0 0 0 SC 196.98 193.28 8.58 -32.16 re B* Q q 218.04 161.18 9.18 46.32 re W n 0.6 0.6 1 sc 0 0 0 SC 218.34 207.2 8.52 -46.08 re B* Q q 239.4 161.18 9.24 58.98 re W n 0.6 0.6 1 sc 0 0 0 SC 239.7 219.86 8.58 -58.74 re B* Q q 260.82 161.18 9.12 70.2 re W n 0.6 0.6 1 sc 0 0 0 SC 261.12 231.08 8.46 -69.96 re B* Q q 282.12 161.18 9.24 81.42 re W n 0.6 0.6 1 sc 0 0 0 SC 282.42 242.3 8.58 -81.18 re B* Q q 303.54 161.18 9.12 88.2 re W n 0.6 0.6 1 sc 0 0 0 SC 303.84 249.08 8.46 -87.96 re B* Q q 324.84 161.18 9.24 94.92 re W n 0.6 0.6 1 sc 0 0 0 SC 325.14 255.8 8.58 -94.68 re B* Q q 346.26 161.18 9.12 101.04 re W n 0.6 0.6 1 sc 0 0 0 SC 346.56 261.92 8.46 -100.8 re B* Q q 367.56 161.18 9.24 105.42 re W n 0.6 0.6 1 sc 0 0 0 SC 367.86 266.3 8.58 -105.18 re B* Q q 388.98 161.18 9.12 105.12 re W n 0.6 0.6 1 sc 0 0 0 SC 389.28 266 8.46 -104.88 re B* Q q 410.28 161.18 9.24 104.16 re W n 0.6 0.6 1 sc 0 0 0 SC 410.58 265.04 8.58 -103.92 re B* Q 0.6 0.216 0.4 sc 0 0 0 SC 196.98 266.3 8.58 -73.02 re B* 218.34 274.04 8.52 -66.84 re B* 239.7 278.3 8.58 -58.44 re B* 261.12 282.38 8.46 -51.3 re B* 282.42 284.24 8.58 -41.94 re B* 303.84 285.02 8.46 -35.94 re B* 325.14 285.8 8.58 -30 re B* 346.56 285.8 8.46 -23.88 re B* 367.86 285.44 8.58 -19.14 re B* 389.28 281.72 8.46 -15.72 re B* 410.58 274.46 8.58 -9.42 re B* 1 1 0.796 sc 196.98 277.76 8.58 -11.46 re B* 218.34 284.24 8.52 -10.2 re B* 239.7 287.36 8.58 -9.06 re B* 261.12 289.88 8.46 -7.5 re B* 282.42 291.32 8.58 -7.08 re B* 303.84 292.34 8.46 -7.32 re B* 325.14 293.48 8.58 -7.68 re B* 346.56 294.26 8.46 -8.46 re B* 367.86 295.88 8.58 -10.44 re B* 389.28 296.96 8.46 -15.24 re B* 410.58 299.6 8.58 -25.14 re B* 0.796 1 1 sc 196.98 295.82 8.58 -18.06 re B* 218.34 296.9 8.52 -12.66 re B* 239.7 297.92 8.58 -10.56 re B* 261.12 298.34 8.46 -8.46 re B* 282.42 299.12 8.58 -7.8 re B* 303.84 299.48 8.46 -7.14 re B* 325.14 299.78 8.58 -6.3 re B* 346.56 299.9 8.46 -5.64 re B* 367.86 300.38 8.58 -4.5 re B* 389.28 300.38 8.46 -3.42 re B* 410.58 301.16 8.58 -1.56 re B* 0.4 0 0.4 sc 196.98 300.5 8.58 -4.68 re B* 218.34 300.68 8.52 -3.78 re B* 239.7 300.74 8.58 -2.82 re B* 261.12 300.86 8.46 -2.52 re B* 282.42 300.86 8.58 -1.74 re B* 303.84 300.86 8.46 -1.38 re B* 325.14 300.98 8.58 -1.2 re B* 346.56 300.86 8.46 -0.96 re B* 367.86 300.86 8.58 -0.48 re B* 389.28 300.98 8.46 -0.6 re B* 1 0.502 0.502 sc 196.98 301.16 8.58 -0.66 re B* 218.34 301.16 8.52 -0.48 re B* 239.7 301.16 8.58 -0.42 re B* 261.12 301.16 8.46 -0.3 re B* 282.42 301.16 8.58 -0.3 re B* 303.84 301.16 8.46 -0.3 re B* 325.14 301.16 8.58 -0.18 re B* 346.56 301.16 8.46 -0.3 re B* 367.86 301.16 8.58 -0.3 re B* 389.28 301.16 8.46 -0.18 re B* 0.06 w 190.56 301.16 m 190.56 161.12 l 188.94 161.12 m 190.56 161.12 l 188.94 175.16 m 190.56 175.16 l 188.94 189.14 m 190.56 189.14 l 188.94 203.12 m 190.56 203.12 l 188.94 217.1 m 190.56 217.1 l 188.94 231.08 m 190.56 231.08 l 188.94 245.18 m 190.56 245.18 l 188.94 259.16 m 190.56 259.16 l 188.94 273.2 m 190.56 273.2 l 188.94 287.18 m 190.56 287.18 l 188.94 301.16 m 190.56 301.16 l 190.56 161.12 m 425.64 161.12 l 190.56 159.5 m 190.56 161.12 l 211.98 159.5 m 211.98 161.12 l 233.34 159.5 m 233.34 161.12 l 254.7 159.5 m 254.7 161.12 l 276.06 159.5 m 276.06 161.12 l 297.48 159.5 m 297.48 161.12 l 318.78 159.5 m 318.78 161.12 l 340.2 159.5 m 340.2 161.12 l 361.5 159.5 m 361.5 161.12 l 382.92 159.5 m 382.92 161.12 l 404.22 159.5 m 404.22 161.12 l 425.64 159.5 m 425.64 161.12 l S 1 0 0 1 -5.8824 -392.16 cm 0 0 0 sc BT /TT94 1 Tf 5.3435 0 0 5.3435 189.8424 551.6003 Tm (0)Tj 0.0053 Tc -0.5053 2.6162 Td (10)Tj 0 2.6275 TD (20)Tj 0 2.6162 TD (30)Tj 0 2.6162 TD (40)Tj T* (50)Tj 0 2.6387 TD (60)Tj 0 2.6162 TD (70)Tj 0 2.6162 TD (80)Tj 0 2.6275 TD (90)Tj -0.5053 2.6162 Td (100)Tj 0.0029 Tw 2.5601 -27.6783 Td [(>)8( )11(0 -)13( )11(10 )-842(10 -)13( )11(20)-1156(20 -)24( 30)-1134(30 -)13( )11(40)-1156(40 -)13( )11(50)-1156(50 )11(-)13( 60)-1134(60 -)13( )11(70)-1156(70 -)24( 80)-1134(80 -)13( )11(90)-909(90 )11(-)13( 100)-1549(100)]TJ -0.003 Tc 0.0091 Tw 7.9669 0 0 7.9669 257.4024 529.6403 Tm [(Perc)12(entag)15(e)4( of)6( soy)8(be)12(a)4(n in th)8(e pixel)]TJ -0.0025 Tc 0.0086 Tw 0 7.9669 -7.9669 0 178.5624 580.8803 Tm [(R)-6(e)-3(lati)-11(ve F)-11(r)-1(equ)-7(e)5(ncy,)-9( in)-7( % .)]TJ ET 1 0 0 1 5.8824 392.16 cm 1 1 1 sc 182.58 315.56 244.32 -10.68 re f 0.6 0.6 1 sc 0.387 w 0 j 186.06 308.3 3.42 3.42 re B* 1 0 0 1 -5.8824 -392.16 cm 0 0 0 sc BT /TT94 1 Tf 0.0011 Tc 0.0044 Tw 5.6351 0 0 5.6351 196.7424 700.4004 Tm [(B)19(r)4(oa)8(dl)23(eaf)25( c)8(r)4(op)11(s)]TJ ET 1 0 0 1 5.8824 392.16 cm 0.6 0.216 0.4 sc 232.44 308.3 3.42 3.42 re B* 1 0 0 1 -5.8824 -392.16 cm 0 0 0 sc BT /TT94 1 Tf -0.0209 Tc 0 Tw 5.6351 0 0 5.6351 243.1224 700.4004 Tm [(S)-18(a)-24(va)-24(nna)-14(h)]TJ ET 1 0 0 1 5.8824 392.16 cm 1 1 0.796 sc 264.84 308.3 3.42 3.42 re B* 1 0 0 1 -5.8824 -392.16 cm 0 0 0 sc BT /TT94 1 Tf 0.0039 Tc 5.6351 0 0 5.6351 275.5824 700.4004 Tm [(G)13(r)7(a)11(sses/)5(ce)11(r)7(eal)]TJ ET 1 0 0 1 5.8824 392.16 cm 0.796 1 1 sc 308.28 308.3 3.36 3.42 re B* 1 0 0 1 -5.8824 -392.16 cm 0 0 0 sc BT /TT94 1 Tf -0.0242 Tc 0.0297 Tw 5.6351 0 0 5.6351 318.9624 700.4004 Tm [(B)-7(r)-21(o)-14(a)-27(d)-25(l)-2(e)-17(a)-28(f fo)-25(r)-11(e)-28(s)-29(t)]TJ ET 1 0 0 1 5.8824 392.16 cm 0.4 0 0.4 sc 355.14 308.3 3.42 3.42 re B* 1 0 0 1 -5.8824 -392.16 cm 0 0 0 sc BT /TT94 1 Tf -0.0011 Tc 0 Tw 5.6351 0 0 5.6351 365.8224 700.4004 Tm [(Sh)20(r)13(u)20(bs)]TJ ET 1 0 0 1 5.8824 392.16 cm 1 0.502 0.502 sc 381.48 308.3 3.36 3.42 re B* 1 0 0 1 -5.8824 -392.16 cm 0 0 0 sc BT /TT94 1 Tf 0.0036 Tc 0.0019 Tw 5.6351 0 0 5.6351 392.1624 700.4004 Tm [(N)12(eedl)26(el)26(e)11(af)28( f)28(o)3(r)17(est)]TJ ET 1 0 0 1 5.8824 392.16 cm 160.98 322.04 0.48 -0.48 re f 160.98 322.04 273.42 -0.48 re f 433.92 322.04 0.48 -0.48 re f 160.98 321.56 0.48 -190.14 re f 433.92 321.56 0.48 -190.14 re f 160.98 131.42 0.48 -0.48 re f 160.98 131.42 273.42 -0.48 re f 433.92 131.42 0.48 -0.48 re f 1 0 0 1 -5.8824 -392.16 cm BT /TT94 1 Tf 0 Tc 0 Tw 12 0 0 12 440.2824 523.1003 Tm ( )Tj -30.29 -0.925 Td ( )Tj /TT95 1 Tf 0.0005 Tc -0.0005 Tw 0 -1.15 TD (Figure 5)Tj /TT94 1 Tf 0.0004 Tc -0.0004 Tw 3.585 0 Td [(: R)7(e)-1(lative frequency \(%\) of biom)8(e-type )]TJ 0.0001 Tc -0.0001 Tw 15.99 0 Td (by percentage of soybean in the pixel. )Tj 0 Tc 0 Tw -19.575 -1.15 Td ( )Tj /TT95 1 Tf 0 -1.16 TD ( )Tj 0 g ET /GS67 gs BT /T1_33 9 Tf 1 0 0 1 289.994 28.8 Tm (259)Tj /CS66 cs 0 0 0 sc ET /GS66 gs BT /TT95 1 Tf 12 0 0 12 75.1895 433.9226 Tm (4. Conclusion )Tj /TT94 1 Tf -0.0002 Tc 0.0392 Tw 0 -1.64 TD [(Since the high relative f)8(r)-2(equency of )]TJ /TT96 1 Tf 0.0385 Tw 14.775 0 Td (Standard fill value 255)Tj /TT94 1 Tf 0.0011 Tc 0.0364 Tw 9.31 0 Td [( r)4(etr)4(ievals in)6( )]TJ /TT96 1 Tf 0.0004 Tc 0.0396 Tw 5.355 0 Td (Collection 4)Tj /TT94 1 Tf 0 Tc 0 Tw 4.955 0 Td ( )Tj /TT96 1 Tf -0.0001 Tc 0.29 0 Td (MODIS )Tj -0.001 Tc -34.685 -1.15 Td (LAI)Tj /TT94 1 Tf -0.0004 Tc 0.0854 Tw 1.5 0 Td ( product \(MOD15A2\) occurs for pixels with )Tj 0.0853 Tw (high soybean percentage)Tj 0.0004 Tc 0.0821 Tw 28.6 0 Td (, only in a specific )Tj 0.0002 Tc 0.0789 Tw -30.1 -1.15 Td [(period which coincides with the m)8(a)-6(xim)8(u)-5(m)8( soybean)]TJ 0.0009 Tc 0.0753 Tw 21.08 0 Td ( growth stage, the re)Tj 0.0003 Tc 0.0797 Tw 8.45 0 Td [(sults from)8( our study )]TJ 0.0007 Tc 0.0059 Tw -29.53 -1.15 Td (indicate that those retrievals )Tj -0.0003 Tc 0.0103 Tw 11.54 0 Td [(are closely related to the soybean)3( areas. Besides, their occurrence )]TJ 0.001 Tc 0.339 Tw -11.54 -1.15 Td [(appears)5( not to be)5( dire)5(ctly)6( re)5(lated)6( to an)6( eve)5(n)1(tual m)9(i)-1(sclassif)4(i)-1(ca)5(tion)6( in )]TJ /TT96 1 Tf 0.0002 Tc 0 Tw 30.91 0 Td (landcover)Tj /TT94 1 Tf -0.0018 Tc 0.3418 Tw 4 0 Td ( input. )Tj 0.0001 Tc 0.2549 Tw -34.91 -1.15 Td (Therefore, the Collection 4 MOD15A2 product )Tj 0.0006 Tc 0.2527 Tw 20.72 0 Td (is not suitable to )Tj -0.0001 Tc 7.855 0 Td [(m)8(o)-5(nitor LAI seasonal )]TJ 0.0002 Tc 0.0798 Tw -28.575 -1.15 Td [(changes over soybean areas. Thus, more effort )-2(must be foc)-6(used on validating the product in )]TJ -0.0002 Tw 0 -1.15 TD (further studies. )Tj /TT95 1 Tf 0 -2.16 TD (5. References )Tj /TT94 1 Tf -0.0012 Tc 0.2362 Tw 10.02 0 0 10.02 75.1895 273.9026 Tm [(Kn)-4(yazikh)-4(in, )6(Y.; Marton)-4(ch)-4(i)7(k)-4(, J.V.; Di)7(n)-4(er, )6(D. J.; Myn)-4(e)6(n)-4(i)]TJ -0.0005 Tc 0.2355 Tw [(, R. B.; )6(Verstraete, M. M)8(.)]TJ -0.0018 Tc 0.2368 Tw 35.2395 0 Td [(; Pin)-5(t)1(y, B.; )6(Go)-5(bro)-5(n)1(, N. )]TJ 0.0015 Tc 0.1677 Tw -35.2395 -1.1497 Td [(Est)4(i)-2(m)13(a)2(t)4(i)4(on of)5( )6(veget)4(a)2(t)4(i)4(o)5(n ca)8(n)5(opy)5( l)4(e)2(a)8(f)-1( a)8(r)-1(ea )6(i)4(nde)8(x a)8(n)5(d f)5(r)-1(ac)8(t)4(i)4(on )6(of)5( ab)5(so)5(rb)5(ed )6(ph)5(ot)10(osy)5(n)-1(t)4(h)5(et)4(i)4(cal)4(l)4(y)5( acti)4(v)-1(e ra)8(di)4(at)4(i)4(o)5(n)5( )]TJ 0.0014 Tc 0.0001 Tw 0 -1.1437 TD [(fr)5(om)13( atm)13(o)-2(sphe)8(re-c)8(or)5(rect)4(ed)4( M)4(I)-1(SR)4( )6(dat)4(a)2(, )]TJ /TT95 1 Tf 0.0016 Tc -0.0061 Tw 15.9341 0 Td [(J. G)7(e)2(oph)7(y)-1(s.)6( )-6(Re)8(s)]TJ /TT94 1 Tf 0.0026 Tc -0.0071 Tw [(.,)7( 10)6(3:)5( 32)6(2)6(39)6(-)6(32)6(25)6(6,)7( )-6(1)6(9)6(98a)9(. )]TJ 0.0018 Tc 0.1973 Tw -15.9341 -1.7485 Td [(Kny)5(azi)4(k)5(h)-1(i)4(n)5(, Y)5(.;)4( M)5(a)3(rt)4(onc)9(hi)4(k,)6( J. V.;)4( M)5(y)5(nen)5(i)4(, R)4(. B)4(.;)4( Di)4(ner, D. J.;)4( R)4(u)5(nn)5(i)4(ng, S)7(. )6(W)-6(. Sy)11(ner)6(g)-1(i)4(s)2(t)4(i)4(c)3( al)4(gor)6(i)4(t)4(h)-7(m)13( for )]TJ 0.0014 Tc 0.0899 Tw 0 -1.1497 TD [(est)4(i)-2(m)13(a)2(ti)4(ng ve)8(g)4(e)2(t)4(a)2(t)4(i)4(on cano)4(p)-2(y)10( l)4(eaf area i)4(nde)8(x an)4(d fract)4(i)4(o)4(n of ab)4(so)4(rbe)8(d)-2( p)4(h)4(o)-2(t)4(o)-2(sy)10(nt)4(het)4(i)4(cal)4(l)4(y)4( act)4(i)4(v)-2(e radi)4(at)4(ion f)5(r)5(o)-8(m)7( )]TJ 0.0004 Tc 0.0011 Tw 0 -1.1437 TD [(MODIS a)7(n)3(d M)9(I)-2(SR )6(data, )]TJ /TT95 1 Tf 0.0016 Tc -0.0061 Tw 10.006 0 Td [(J. G)7(e)2(oph)7(y)-1(s.)6( )-6(Re)8(s)]TJ /TT94 1 Tf 0.0025 Tc -0.007 Tw [(.,)7( 10)6(3:)5( 32)6(2)6(57)6(-)6(32)6(27)6(5,)7( )-6(1)6(9)6(98)6(b. )]TJ -0.0005 Tc 0.0619 Tw -10.006 -1.7485 Td [(Kn)-3(yazikh)-3(in, Y.; Glassy, J.; Priv)-3(ette, J. L.; Tian)-3(, Y.; Lo)]TJ -0.0008 Tc 0.0622 Tw 22.4311 0 Td [(tsch, A.; Zh)-4(an)-4(g, Y.; W)-9(a)6(ng)-4(, Y.; )6(Mo)-4(risette, J. T.; Vo)-4(tav)-4(a)6(, )]TJ 0.002 Tc 0.3588 Tw -22.4311 -1.1497 Td [(P.;)4( M)5(y)5(ne)9(ni)4(, )6(R)4(.)1(B)4(.)1(;)4( )6(Nem)13(a)-3(ni)4(, R)4(.)7( R)4(.)1(;)4( R)10(u)5(nni)10(ng)5(, S)7(.)1( )6(W.)7( M)5(O)6(DIS)7( Lea)9(f )6(Area)9( I)6(nde)9(x)5( \(L)8(AI)6(\) a)9(n)5(d )6(Fract)4(i)4(o)5(n )6(of)6( )]TJ 0.0016 Tc 0.0538 Tw 0 -1.1437 TD [(Ph)5(ot)4(osy)11(n)-1(t)4(h)-1(et)4(i)4(cal)4(l)4(y)5( Act)4(i)4(v)-1(e R)4(a)-4(di)4(at)4(i)4(on A)5(b)-1(s)8(o)-1(r)5(b)5(ed by)5( Ve)8(get)4(a)2(t)4(i)4(on \()5(F)1(P)7(A)-1(R)4(\))-1( Pr)5(od)5(uct)4( \(M)5(O)5(D)5(1)5(5\) Al)10(go)5(ri)4(t)4(h)-1(m)13( )-6(The)8(o)-1(ret)4(i)4(cal)4( )]TJ 0 Tc 0.0015 Tw 0 -1.1497 TD [(Basis Docum)11(e)1(nt, )]TJ /TT96 1 Tf 0.0016 Tc 0 Tw 7.0719 0 Td [(e)8(o)-1(s)8(p)-1(so)5(.g)5(sf)4(c.)6(nas)8(a.)6(g)5(o)-1(v/)4(at)10(bd/)10(mo)5(di)4(st)4(a)5(b)-1(l)4(e)2(s.)6(ht)4(ml)]TJ /TT94 1 Tf 0.0008 Tc -0.0053 Tw 17.515 0 Td (, 1999. )Tj ET endstream endobj 322 0 obj 12629 endobj 323 0 obj << /Length 324 0 R >> stream 1 0 0 1 5.8824 392.16 cm /CS68 cs 0.749 0.749 0.749 sc 1 i /RelativeColorimetric ri /GS68 gs 190.56 301.16 235.08 -140.04 re f q 190.56 175.1 235.08 0.06 re W n /CS68 CS 0 0 0 SC 0.06 w 10 M 1 j 1 J []0 d 190.56 175.16 m 425.64 175.16 l S Q q 190.56 189.08 235.08 0.06 re W n /CS68 CS 0 0 0 SC 0.06 w 10 M 1 j 1 J []0 d 190.56 189.14 m 425.64 189.14 l S Q q 190.56 203.06 235.08 0.06 re W n /CS68 CS 0 0 0 SC 0.06 w 10 M 1 j 1 J []0 d 190.56 203.12 m 425.64 203.12 l S Q q 190.56 217.04 235.08 0.06 re W n /CS68 CS 0 0 0 SC 0.06 w 10 M 1 j 1 J []0 d 190.56 217.1 m 425.64 217.1 l S Q q 190.56 231.02 235.08 0.06 re W n /CS68 CS 0 0 0 SC 0.06 w 10 M 1 j 1 J []0 d 190.56 231.08 m 425.64 231.08 l S Q q 190.56 245.12 235.08 0.06 re W n /CS68 CS 0 0 0 SC 0.06 w 10 M 1 j 1 J []0 d 190.56 245.18 m 425.64 245.18 l S Q q 190.56 259.1 235.08 0.06 re W n /CS68 CS 0 0 0 SC 0.06 w 10 M 1 j 1 J []0 d 190.56 259.16 m 425.64 259.16 l S Q q 190.56 273.14 235.08 0.06 re W n /CS68 CS 0 0 0 SC 0.06 w 10 M 1 j 1 J []0 d 190.56 273.2 m 425.64 273.2 l S Q q 190.56 287.12 235.08 0.06 re W n /CS68 CS 0 0 0 SC 0.06 w 10 M 1 j 1 J []0 d 190.56 287.18 m 425.64 287.18 l S Q q 190.56 301.1 235.08 0.06 re W n /CS68 CS 0 0 0 SC 0.06 w 10 M 1 j 1 J []0 d 190.56 301.16 m 425.64 301.16 l S Q /CS68 CS 0.502 0.502 0.502 SC 0.387 w 10 M 1 j 1 J []0 d 190.56 301.16 235.08 -140.04 re S q 196.68 161.18 9.24 32.4 re W n 0.6 0.6 1 sc 0 0 0 SC 196.98 193.28 8.58 -32.16 re B* Q q 218.04 161.18 9.18 46.32 re W n 0.6 0.6 1 sc 0 0 0 SC 218.34 207.2 8.52 -46.08 re B* Q q 239.4 161.18 9.24 58.98 re W n 0.6 0.6 1 sc 0 0 0 SC 239.7 219.86 8.58 -58.74 re B* Q q 260.82 161.18 9.12 70.2 re W n 0.6 0.6 1 sc 0 0 0 SC 261.12 231.08 8.46 -69.96 re B* Q q 282.12 161.18 9.24 81.42 re W n 0.6 0.6 1 sc 0 0 0 SC 282.42 242.3 8.58 -81.18 re B* Q q 303.54 161.18 9.12 88.2 re W n 0.6 0.6 1 sc 0 0 0 SC 303.84 249.08 8.46 -87.96 re B* Q q 324.84 161.18 9.24 94.92 re W n 0.6 0.6 1 sc 0 0 0 SC 325.14 255.8 8.58 -94.68 re B* Q q 346.26 161.18 9.12 101.04 re W n 0.6 0.6 1 sc 0 0 0 SC 346.56 261.92 8.46 -100.8 re B* Q q 367.56 161.18 9.24 105.42 re W n 0.6 0.6 1 sc 0 0 0 SC 367.86 266.3 8.58 -105.18 re B* Q q 388.98 161.18 9.12 105.12 re W n 0.6 0.6 1 sc 0 0 0 SC 389.28 266 8.46 -104.88 re B* Q q 410.28 161.18 9.24 104.16 re W n 0.6 0.6 1 sc 0 0 0 SC 410.58 265.04 8.58 -103.92 re B* Q 0.6 0.216 0.4 sc 0 0 0 SC 196.98 266.3 8.58 -73.02 re B* 218.34 274.04 8.52 -66.84 re B* 239.7 278.3 8.58 -58.44 re B* 261.12 282.38 8.46 -51.3 re B* 282.42 284.24 8.58 -41.94 re B* 303.84 285.02 8.46 -35.94 re B* 325.14 285.8 8.58 -30 re B* 346.56 285.8 8.46 -23.88 re B* 367.86 285.44 8.58 -19.14 re B* 389.28 281.72 8.46 -15.72 re B* 410.58 274.46 8.58 -9.42 re B* 1 1 0.796 sc 196.98 277.76 8.58 -11.46 re B* 218.34 284.24 8.52 -10.2 re B* 239.7 287.36 8.58 -9.06 re B* 261.12 289.88 8.46 -7.5 re B* 282.42 291.32 8.58 -7.08 re B* 303.84 292.34 8.46 -7.32 re B* 325.14 293.48 8.58 -7.68 re B* 346.56 294.26 8.46 -8.46 re B* 367.86 295.88 8.58 -10.44 re B* 389.28 296.96 8.46 -15.24 re B* 410.58 299.6 8.58 -25.14 re B* 0.796 1 1 sc 196.98 295.82 8.58 -18.06 re B* 218.34 296.9 8.52 -12.66 re B* 239.7 297.92 8.58 -10.56 re B* 261.12 298.34 8.46 -8.46 re B* 282.42 299.12 8.58 -7.8 re B* 303.84 299.48 8.46 -7.14 re B* 325.14 299.78 8.58 -6.3 re B* 346.56 299.9 8.46 -5.64 re B* 367.86 300.38 8.58 -4.5 re B* 389.28 300.38 8.46 -3.42 re B* 410.58 301.16 8.58 -1.56 re B* 0.4 0 0.4 sc 196.98 300.5 8.58 -4.68 re B* 218.34 300.68 8.52 -3.78 re B* 239.7 300.74 8.58 -2.82 re B* 261.12 300.86 8.46 -2.52 re B* 282.42 300.86 8.58 -1.74 re B* 303.84 300.86 8.46 -1.38 re B* 325.14 300.98 8.58 -1.2 re B* 346.56 300.86 8.46 -0.96 re B* 367.86 300.86 8.58 -0.48 re B* 389.28 300.98 8.46 -0.6 re B* 1 0.502 0.502 sc 196.98 301.16 8.58 -0.66 re B* 218.34 301.16 8.52 -0.48 re B* 239.7 301.16 8.58 -0.42 re B* 261.12 301.16 8.46 -0.3 re B* 282.42 301.16 8.58 -0.3 re B* 303.84 301.16 8.46 -0.3 re B* 325.14 301.16 8.58 -0.18 re B* 346.56 301.16 8.46 -0.3 re B* 367.86 301.16 8.58 -0.3 re B* 389.28 301.16 8.46 -0.18 re B* 0.06 w 190.56 301.16 m 190.56 161.12 l 188.94 161.12 m 190.56 161.12 l 188.94 175.16 m 190.56 175.16 l 188.94 189.14 m 190.56 189.14 l 188.94 203.12 m 190.56 203.12 l 188.94 217.1 m 190.56 217.1 l 188.94 231.08 m 190.56 231.08 l 188.94 245.18 m 190.56 245.18 l 188.94 259.16 m 190.56 259.16 l 188.94 273.2 m 190.56 273.2 l 188.94 287.18 m 190.56 287.18 l 188.94 301.16 m 190.56 301.16 l 190.56 161.12 m 425.64 161.12 l 190.56 159.5 m 190.56 161.12 l 211.98 159.5 m 211.98 161.12 l 233.34 159.5 m 233.34 161.12 l 254.7 159.5 m 254.7 161.12 l 276.06 159.5 m 276.06 161.12 l 297.48 159.5 m 297.48 161.12 l 318.78 159.5 m 318.78 161.12 l 340.2 159.5 m 340.2 161.12 l 361.5 159.5 m 361.5 161.12 l 382.92 159.5 m 382.92 161.12 l 404.22 159.5 m 404.22 161.12 l 425.64 159.5 m 425.64 161.12 l S 1 0 0 1 -5.8824 -392.16 cm 0 0 0 sc BT /TT97 1 Tf 5.3435 0 0 5.3435 189.8424 551.6003 Tm (0)Tj 0.0053 Tc -0.5053 2.6162 Td (10)Tj 0 2.6275 TD (20)Tj 0 2.6162 TD (30)Tj 0 2.6162 TD (40)Tj T* (50)Tj 0 2.6387 TD (60)Tj 0 2.6162 TD (70)Tj 0 2.6162 TD (80)Tj 0 2.6275 TD (90)Tj -0.5053 2.6162 Td (100)Tj 0.0029 Tw 2.5601 -27.6783 Td [(>)8( )11(0 -)13( )11(10 )-842(10 -)13( )11(20)-1156(20 -)24( 30)-1134(30 -)13( )11(40)-1156(40 -)13( )11(50)-1156(50 )11(-)13( 60)-1134(60 -)13( )11(70)-1156(70 -)24( 80)-1134(80 -)13( )11(90)-909(90 )11(-)13( 100)-1549(100)]TJ -0.003 Tc 0.0091 Tw 7.9669 0 0 7.9669 257.4024 529.6403 Tm [(Perc)12(entag)15(e)4( of)6( soy)8(be)12(a)4(n in th)8(e pixel)]TJ -0.0025 Tc 0.0086 Tw 0 7.9669 -7.9669 0 178.5624 580.8803 Tm [(R)-6(e)-3(lati)-11(ve F)-11(r)-1(equ)-7(e)5(ncy,)-9( in)-7( % .)]TJ ET 1 0 0 1 5.8824 392.16 cm 1 1 1 sc 182.58 315.56 244.32 -10.68 re f 0.6 0.6 1 sc 0.387 w 0 j 186.06 308.3 3.42 3.42 re B* 1 0 0 1 -5.8824 -392.16 cm 0 0 0 sc BT /TT97 1 Tf 0.0011 Tc 0.0044 Tw 5.6351 0 0 5.6351 196.7424 700.4004 Tm [(B)19(r)4(oa)8(dl)23(eaf)25( c)8(r)4(op)11(s)]TJ ET 1 0 0 1 5.8824 392.16 cm 0.6 0.216 0.4 sc 232.44 308.3 3.42 3.42 re B* 1 0 0 1 -5.8824 -392.16 cm 0 0 0 sc BT /TT97 1 Tf -0.0209 Tc 0 Tw 5.6351 0 0 5.6351 243.1224 700.4004 Tm [(S)-18(a)-24(va)-24(nna)-14(h)]TJ ET 1 0 0 1 5.8824 392.16 cm 1 1 0.796 sc 264.84 308.3 3.42 3.42 re B* 1 0 0 1 -5.8824 -392.16 cm 0 0 0 sc BT /TT97 1 Tf 0.0039 Tc 5.6351 0 0 5.6351 275.5824 700.4004 Tm [(G)13(r)7(a)11(sses/)5(ce)11(r)7(eal)]TJ ET 1 0 0 1 5.8824 392.16 cm 0.796 1 1 sc 308.28 308.3 3.36 3.42 re B* 1 0 0 1 -5.8824 -392.16 cm 0 0 0 sc BT /TT97 1 Tf -0.0242 Tc 0.0297 Tw 5.6351 0 0 5.6351 318.9624 700.4004 Tm [(B)-7(r)-21(o)-14(a)-27(d)-25(l)-2(e)-17(a)-28(f fo)-25(r)-11(e)-28(s)-29(t)]TJ ET 1 0 0 1 5.8824 392.16 cm 0.4 0 0.4 sc 355.14 308.3 3.42 3.42 re B* 1 0 0 1 -5.8824 -392.16 cm 0 0 0 sc BT /TT97 1 Tf -0.0011 Tc 0 Tw 5.6351 0 0 5.6351 365.8224 700.4004 Tm [(Sh)20(r)13(u)20(bs)]TJ ET 1 0 0 1 5.8824 392.16 cm 1 0.502 0.502 sc 381.48 308.3 3.36 3.42 re B* 1 0 0 1 -5.8824 -392.16 cm 0 0 0 sc BT /TT97 1 Tf 0.0036 Tc 0.0019 Tw 5.6351 0 0 5.6351 392.1624 700.4004 Tm [(N)12(eedl)26(el)26(e)11(af)28( f)28(o)3(r)17(est)]TJ ET 1 0 0 1 5.8824 392.16 cm 160.98 322.04 0.48 -0.48 re f 160.98 322.04 273.42 -0.48 re f 433.92 322.04 0.48 -0.48 re f 160.98 321.56 0.48 -190.14 re f 433.92 321.56 0.48 -190.14 re f 160.98 131.42 0.48 -0.48 re f 160.98 131.42 273.42 -0.48 re f 433.92 131.42 0.48 -0.48 re f 1 0 0 1 -5.8824 -392.16 cm BT /TT97 1 Tf 0 Tc 0 Tw 12 0 0 12 440.2824 523.1003 Tm ( )Tj -30.29 -0.925 Td ( )Tj /TT98 1 Tf 0.0005 Tc -0.0005 Tw 0 -1.15 TD (Figure 5)Tj /TT97 1 Tf 0.0004 Tc -0.0004 Tw 3.585 0 Td [(: R)7(e)-1(lative frequency \(%\) of biom)8(e-type )]TJ 0.0001 Tc -0.0001 Tw 15.99 0 Td (by percentage of soybean in the pixel. )Tj 0 Tc 0 Tw -19.575 -1.15 Td ( )Tj /TT98 1 Tf 0 -1.16 TD ( )Tj 0 g ET /GS69 gs BT /T1_34 9 Tf 1 0 0 1 289.994 28.8 Tm (259)Tj /CS68 cs 0 0 0 sc ET /GS68 gs BT /TT98 1 Tf 12 0 0 12 75.1895 406.4714 Tm (4. Conclusion )Tj /TT97 1 Tf -0.0002 Tc 0.0392 Tw 0 -1.64 TD [(Since the high relative f)8(r)-2(equency of )]TJ /TT99 1 Tf 0.0385 Tw 14.775 0 Td (Standard fill value 255)Tj /TT97 1 Tf 0.0011 Tc 0.0364 Tw 9.31 0 Td [( r)4(etr)4(ievals in)6( )]TJ /TT99 1 Tf 0.0004 Tc 0.0396 Tw 5.355 0 Td (Collection 4)Tj /TT97 1 Tf 0 Tc 0 Tw 4.955 0 Td ( )Tj /TT99 1 Tf -0.0001 Tc 0.29 0 Td (MODIS )Tj -0.001 Tc -34.685 -1.15 Td (LAI)Tj /TT97 1 Tf -0.0004 Tc 0.0854 Tw 1.5 0 Td ( product \(MOD15A2\) occurs for pixels with )Tj 0.0853 Tw (high soybean percentage)Tj 0.0004 Tc 0.0821 Tw 28.6 0 Td (, only in a specific )Tj 0.0002 Tc 0.0789 Tw -30.1 -1.15 Td [(period which coincides with the m)8(a)-6(xim)8(u)-5(m)8( soybean)]TJ 0.0009 Tc 0.0753 Tw 21.08 0 Td ( growth stage, the re)Tj 0.0003 Tc 0.0797 Tw 8.45 0 Td [(sults from)8( our study )]TJ 0.0007 Tc 0.0059 Tw -29.53 -1.15 Td (indicate that those retrievals )Tj -0.0003 Tc 0.0103 Tw 11.54 0 Td [(are closely related to the soybean)3( areas. Besides, their occurrence )]TJ 0.001 Tc 0.339 Tw -11.54 -1.15 Td [(appears)5( not to be)5( dire)5(ctly)6( re)5(lated)6( to an)6( eve)5(n)1(tual m)9(i)-1(sclassif)4(i)-1(ca)5(tion)6( in )]TJ /TT99 1 Tf 0.0002 Tc 0 Tw 30.91 0 Td (landcover)Tj /TT97 1 Tf -0.0018 Tc 0.3418 Tw 4 0 Td ( input. )Tj 0.0001 Tc 0.2549 Tw -34.91 -1.15 Td (Therefore, the Collection 4 MOD15A2 product )Tj 0.0006 Tc 0.2527 Tw 20.72 0 Td (is not suitable to )Tj -0.0001 Tc 7.855 0 Td [(m)8(o)-5(nitor LAI seasonal )]TJ 0.0002 Tc 0.0798 Tw -28.575 -1.15 Td [(changes over soybean areas. Thus, more effort )-2(must be foc)-6(used on validating the product in )]TJ -0.0002 Tw 0 -1.15 TD (further studies. )Tj /TT98 1 Tf 0 -2.16 TD (5. References )Tj /TT97 1 Tf -0.0012 Tc 0.2362 Tw 10.02 0 0 10.02 75.1895 246.4514 Tm [(Kn)-4(yazikh)-4(in, )6(Y.; Marton)-4(ch)-4(i)7(k)-4(, J.V.; Di)7(n)-4(er, )6(D. J.; Myn)-4(e)6(n)-4(i)]TJ -0.0005 Tc 0.2355 Tw [(, R. B.; )6(Verstraete, M. M)8(.)]TJ -0.0018 Tc 0.2368 Tw 35.2395 0 Td [(; Pin)-5(t)1(y, B.; )6(Go)-5(bro)-5(n)1(, N. )]TJ 0.0015 Tc 0.1677 Tw -35.2395 -1.1497 Td [(Est)4(i)-2(m)13(a)2(t)4(i)4(on of)5( )6(veget)4(a)2(t)4(i)4(o)5(n ca)8(n)5(opy)5( l)4(e)2(a)8(f)-1( a)8(r)-1(ea )6(i)4(nde)8(x a)8(n)5(d f)5(r)-1(ac)8(t)4(i)4(on )6(of)5( ab)5(so)5(rb)5(ed )6(ph)5(ot)10(osy)5(n)-1(t)4(h)5(et)4(i)4(cal)4(l)4(y)5( acti)4(v)-1(e ra)8(di)4(at)4(i)4(o)5(n)5( )]TJ 0.0014 Tc 0.0001 Tw 0 -1.1437 TD [(fr)5(om)13( atm)13(o)-2(sphe)8(re-c)8(or)5(rect)4(ed)4( M)4(I)-1(SR)4( )6(dat)4(a)2(, )]TJ /TT98 1 Tf 0.0016 Tc -0.0061 Tw 15.9341 0 Td [(J. G)7(e)2(oph)7(y)-1(s.)6( )-6(Re)8(s)]TJ /TT97 1 Tf 0.0026 Tc -0.0071 Tw [(.,)7( 10)6(3:)5( 32)6(2)6(39)6(-)6(32)6(25)6(6,)7( )-6(1)6(9)6(98a)9(. )]TJ 0.0018 Tc 0.1973 Tw -15.9341 -1.7485 Td [(Kny)5(azi)4(k)5(h)-1(i)4(n)5(, Y)5(.;)4( M)5(a)3(rt)4(onc)9(hi)4(k,)6( J. V.;)4( M)5(y)5(nen)5(i)4(, R)4(. B)4(.;)4( Di)4(ner, D. J.;)4( R)4(u)5(nn)5(i)4(ng, S)7(. )6(W)-6(. Sy)11(ner)6(g)-1(i)4(s)2(t)4(i)4(c)3( al)4(gor)6(i)4(t)4(h)-7(m)13( for )]TJ 0.0014 Tc 0.0899 Tw 0 -1.1497 TD [(est)4(i)-2(m)13(a)2(ti)4(ng ve)8(g)4(e)2(t)4(a)2(t)4(i)4(on cano)4(p)-2(y)10( l)4(eaf area i)4(nde)8(x an)4(d fract)4(i)4(o)4(n of ab)4(so)4(rbe)8(d)-2( p)4(h)4(o)-2(t)4(o)-2(sy)10(nt)4(het)4(i)4(cal)4(l)4(y)4( act)4(i)4(v)-2(e radi)4(at)4(ion f)5(r)5(o)-8(m)7( )]TJ 0.0004 Tc 0.0011 Tw 0 -1.1437 TD [(MODIS a)7(n)3(d M)9(I)-2(SR )6(data, )]TJ /TT98 1 Tf 0.0016 Tc -0.0061 Tw 10.006 0 Td [(J. G)7(e)2(oph)7(y)-1(s.)6( )-6(Re)8(s)]TJ /TT97 1 Tf 0.0025 Tc -0.007 Tw [(.,)7( 10)6(3:)5( 32)6(2)6(57)6(-)6(32)6(27)6(5,)7( )-6(1)6(9)6(98)6(b. )]TJ -0.0005 Tc 0.0619 Tw -10.006 -1.7485 Td [(Kn)-3(yazikh)-3(in, Y.; Glassy, J.; Priv)-3(ette, J. L.; Tian)-3(, Y.; Lo)]TJ -0.0008 Tc 0.0622 Tw 22.4311 0 Td [(tsch, A.; Zh)-4(an)-4(g, Y.; W)-9(a)6(ng)-4(, Y.; )6(Mo)-4(risette, J. T.; Vo)-4(tav)-4(a)6(, )]TJ 0.002 Tc 0.3588 Tw -22.4311 -1.1497 Td [(P.;)4( M)5(y)5(ne)9(ni)4(, )6(R)4(.)1(B)4(.)1(;)4( )6(Nem)13(a)-3(ni)4(, R)4(.)7( R)4(.)1(;)4( R)10(u)5(nni)10(ng)5(, S)7(.)1( )6(W.)7( M)5(O)6(DIS)7( Lea)9(f )6(Area)9( I)6(nde)9(x)5( \(L)8(AI)6(\) a)9(n)5(d )6(Fract)4(i)4(o)5(n )6(of)6( )]TJ 0.0016 Tc 0.0538 Tw 0 -1.1437 TD [(Ph)5(ot)4(osy)11(n)-1(t)4(h)-1(et)4(i)4(cal)4(l)4(y)5( Act)4(i)4(v)-1(e R)4(a)-4(di)4(at)4(i)4(on A)5(b)-1(s)8(o)-1(r)5(b)5(ed by)5( Ve)8(get)4(a)2(t)4(i)4(on \()5(F)1(P)7(A)-1(R)4(\))-1( Pr)5(od)5(uct)4( \(M)5(O)5(D)5(1)5(5\) Al)10(go)5(ri)4(t)4(h)-1(m)13( )-6(The)8(o)-1(ret)4(i)4(cal)4( )]TJ 0 Tc 0.0015 Tw 0 -1.1497 TD [(Basis Docum)11(e)1(nt, )]TJ /TT99 1 Tf 0.0016 Tc 0 Tw 7.0719 0 Td [(e)8(o)-1(s)8(p)-1(so)5(.g)5(sf)4(c.)6(nas)8(a.)6(g)5(o)-1(v/)4(at)10(bd/)10(mo)5(di)4(st)4(a)5(b)-1(l)4(e)2(s.)6(ht)4(ml)]TJ /TT97 1 Tf 0.0008 Tc -0.0053 Tw 17.515 0 Td (, 1999. )Tj ET endstream endobj 324 0 obj 12629 endobj 325 0 obj << /Length 326 0 R >> stream /CS2 cs 0 0 0 sc 1 i /RelativeColorimetric ri /GS2 gs BT /TT3 1 Tf 12 0 0 12 70.92 731.6003 Tm (4. Conclusion )Tj /TT4 1 Tf -0.0002 Tc 0.0392 Tw 0 -1.64 TD [(Since the high relative f)8(r)-2(equency of )]TJ /TT5 1 Tf 0.0385 Tw 14.775 0 Td (Standard fill value 255)Tj /TT4 1 Tf 0.0011 Tc 0.0364 Tw 9.31 0 Td [( r)4(etr)4(ievals in)6( )]TJ /TT5 1 Tf 0.0004 Tc 0.0396 Tw 5.355 0 Td (Collection 4)Tj /TT4 1 Tf 0 Tc 0 Tw 4.955 0 Td ( )Tj /TT5 1 Tf -0.0001 Tc 0.29 0 Td (MODIS )Tj -0.001 Tc -34.685 -1.15 Td (LAI)Tj /TT4 1 Tf -0.0004 Tc 0.0854 Tw 1.5 0 Td ( product \(MOD15A2\) occurs for pixels with )Tj 0.0853 Tw 18.55 0 Td (high soybean percentage)Tj 0.0004 Tc 0.0821 Tw 10.05 0 Td (, only in a specific )Tj 0.0002 Tc 0.0789 Tw -30.1 -1.15 Td [(period which coincides with the m)8(a)-6(xim)8(u)-5(m)8( soybean)]TJ 0.0009 Tc 0.0753 Tw 21.08 0 Td ( growth stage, the re)Tj 0.0003 Tc 0.0797 Tw 8.45 0 Td [(sults from)8( our study )]TJ 0.0007 Tc 0.0059 Tw -29.53 -1.15 Td (indicate that those retrievals )Tj -0.0003 Tc 0.0103 Tw 11.54 0 Td (are closely related to the soybean)Tj 13.34 0 Td ( areas. Besides, their occurrence )Tj 0.001 Tc 0.339 Tw -24.88 -1.15 Td [(appears)5( not to be)5( dire)5(ctly)6( re)5(lated)6( to an)6( eve)5(n)1(tual m)9(i)-1(sclassif)4(i)-1(ca)5(tion)6( in )]TJ /TT5 1 Tf 0.0002 Tc 0 Tw 30.91 0 Td (landcover)Tj /TT4 1 Tf -0.0018 Tc 0.3418 Tw 4 0 Td ( input. )Tj 0.0001 Tc 0.2549 Tw -34.91 -1.15 Td (Therefore, the Collection 4 MOD15A2 product )Tj 0.0006 Tc 0.2527 Tw 20.72 0 Td (is not suitable to )Tj -0.0001 Tc 7.855 0 Td [(m)8(o)-5(nitor LAI seasonal )]TJ 0.0002 Tc 0.0798 Tw -28.575 -1.15 Td (changes over soybean areas. Thus, more effort )Tj 19.425 0 Td [(must be foc)-6(used on validating the product in )]TJ -0.0002 Tw -19.425 -1.15 Td (further studies. )Tj /TT3 1 Tf 0 -2.16 TD (5. References )Tj /TT4 1 Tf -0.0012 Tc 0.2362 Tw 10.02 0 0 10.02 70.92 571.5803 Tm [(Kn)-4(yazikh)-4(in, )6(Y.; Marton)-4(ch)-4(i)7(k)-4(, J.V.; Di)7(n)-4(er, )6(D. J.; Myn)-4(e)6(n)-4(i)]TJ -0.0005 Tc 0.2355 Tw 23.8383 0 Td [(, R. B.; )6(Verstraete, M. M)8(.)]TJ -0.0018 Tc 0.2368 Tw 11.4012 0 Td [(; Pin)-5(t)1(y, B.; )6(Go)-5(bro)-5(n)1(, N. )]TJ 0.0015 Tc 0.1677 Tw -35.2395 -1.1497 Td [(Est)4(i)-2(m)13(a)2(t)4(i)4(on of)5( )6(veget)4(a)2(t)4(i)4(o)5(n ca)8(n)5(opy)5( l)4(e)2(a)8(f)-1( a)8(r)-1(ea )6(i)4(nde)8(x a)8(n)5(d f)5(r)-1(ac)8(t)4(i)4(on )6(of)5( ab)5(so)5(rb)5(ed )6(ph)5(ot)10(osy)5(n)-1(t)4(h)5(et)4(i)4(cal)4(l)4(y)5( acti)4(v)-1(e ra)8(di)4(at)4(i)4(o)5(n)5( )]TJ 0.0014 Tc 0.0001 Tw 0 -1.1437 TD [(fr)5(om)13( atm)13(o)-2(sphe)8(re-c)8(or)5(rect)4(ed)4( M)4(I)-1(SR)4( )6(dat)4(a)2(, )]TJ /TT3 1 Tf 0.0016 Tc -0.0061 Tw 15.9341 0 Td [(J. G)7(e)2(oph)7(y)-1(s.)6( )-6(Re)8(s)]TJ /TT4 1 Tf 0.0026 Tc -0.0071 Tw 6.7665 0 Td [(.,)7( 10)6(3:)5( 32)6(2)6(39)6(-)6(32)6(25)6(6,)7( )-6(1)6(9)6(98a)9(. )]TJ 0.0018 Tc 0.1973 Tw -22.7006 -1.7485 Td [(Kny)5(azi)4(k)5(h)-1(i)4(n)5(, Y)5(.;)4( M)5(a)3(rt)4(onc)9(hi)4(k,)6( J. V.;)4( M)5(y)5(nen)5(i)4(, R)4(. B)4(.;)4( Di)4(ner, D. J.;)4( R)4(u)5(nn)5(i)4(ng, S)7(. )6(W)-6(. Sy)11(ner)6(g)-1(i)4(s)2(t)4(i)4(c)3( al)4(gor)6(i)4(t)4(h)-7(m)13( for )]TJ 0.0014 Tc 0.0899 Tw 0 -1.1497 TD [(est)4(i)-2(m)13(a)2(ti)4(ng ve)8(g)4(e)2(t)4(a)2(t)4(i)4(on cano)4(p)-2(y)10( l)4(eaf area i)4(nde)8(x an)4(d fract)4(i)4(o)4(n of ab)4(so)4(rbe)8(d)-2( p)4(h)4(o)-2(t)4(o)-2(sy)10(nt)4(het)4(i)4(cal)4(l)4(y)4( act)4(i)4(v)-2(e radi)4(at)4(ion f)5(r)5(o)-8(m)7( )]TJ 0.0004 Tc 0.0011 Tw 0 -1.1437 TD [(MODIS a)7(n)3(d M)9(I)-2(SR )6(data, )]TJ /TT3 1 Tf 0.0016 Tc -0.0061 Tw 10.006 0 Td [(J. G)7(e)2(oph)7(y)-1(s.)6( )-6(Re)8(s)]TJ /TT4 1 Tf 0.0025 Tc -0.007 Tw 6.7665 0 Td [(.,)7( 10)6(3:)5( 32)6(2)6(57)6(-)6(32)6(27)6(5,)7( )-6(1)6(9)6(98)6(b. )]TJ -0.0005 Tc 0.0619 Tw -16.7725 -1.7485 Td [(Kn)-3(yazikh)-3(in, Y.; Glassy, J.; Priv)-3(ette, J. L.; Tian)-3(, Y.; Lo)]TJ -0.0008 Tc 0.0622 Tw 22.4311 0 Td [(tsch, A.; Zh)-4(an)-4(g, Y.; W)-9(a)6(ng)-4(, Y.; )6(Mo)-4(risette, J. T.; Vo)-4(tav)-4(a)6(, )]TJ 0.002 Tc 0.3588 Tw -22.4311 -1.1497 Td [(P.;)4( M)5(y)5(ne)9(ni)4(, )6(R)4(.)1(B)4(.)1(;)4( )6(Nem)13(a)-3(ni)4(, R)4(.)7( R)4(.)1(;)4( R)10(u)5(nni)10(ng)5(, S)7(.)1( )6(W.)7( M)5(O)6(DIS)7( Lea)9(f )6(Area)9( I)6(nde)9(x)5( \(L)8(AI)6(\) a)9(n)5(d )6(Fract)4(i)4(o)5(n )6(of)6( )]TJ 0.0016 Tc 0.0538 Tw T* [(Ph)5(ot)4(osy)11(n)-1(t)4(h)-1(et)4(i)4(cal)4(l)4(y)5( Act)4(i)4(v)-1(e R)4(a)-4(di)4(at)4(i)4(on A)5(b)-1(s)8(o)-1(r)5(b)5(ed by)5( Ve)8(get)4(a)2(t)4(i)4(on \()5(F)1(P)7(A)-1(R)4(\))-1( Pr)5(od)5(uct)4( \(M)5(O)5(D)5(1)5(5\) Al)10(go)5(ri)4(t)4(h)-1(m)13( )-6(The)8(o)-1(ret)4(i)4(cal)4( )]TJ -0.0007 Tc 0.0381 Tw 0.0001 -2.8922 Td [(Myn)-4(en)-4(i)2(, R.B.; )6(Hoffm)11(an)-4(, S.; )6(Kn)-4(yazikh)-4(in, Y.; Priv)-4(ette, J.L.)]TJ 23.4132 0 Td [(; Glassy, J.; Tian)-4(, Y.; )6(W)-9(a)6(n)-4(g)2(, )6(Y.; Song)-4(, )6(X.; Zh)-4(an)-4(g, Y.; )]TJ 0.0015 Tc 0.0659 Tw -23.4132 -1.1497 Td [(Sm)7(i)4(t)4(h)-1(, G.R)4(.;)4( Lot)4(s)1(ch)5(, A.;)4( Fri)4(e)8(dl)4(, M)4(.;)4( M)4(o)-1(ri)4(se)8(t)4(t)4(e)2(, J.T.;)4( Vot)4(a)2(v)5(a)2(, P.;)4( Nem)13(a)2(ni)4(, R)4(.R)4(.;)4( R)4(unni)10(n)5(g)-1(, S.)6(W. )6(Gl)4(o)5(b)-1(al)4( pro)5(d)5(u)-1(ct)4(s)7( )]TJ 0.002 Tc 0.0115 Tw 0 -1.1497 TD [(of)6( ve)9(get)4(a)3(t)4(i)4(o)-1(n)5( l)4(eaf are)9(a)3( a)9(n)-1(d)5( f)6(r)6(act)4(i)4(on a)9(b)-1(s)8(o)-1(r)6(b)-1(e)9(d)-1( P)7(AR)4( )6(fr)6(om)13( y)5(e)-3(ar )6(one)9( o)5(f M)11(O)6(DIS)7( )6(dat)4(a)]TJ /TT5 1 Tf 0 Tc 0 Tw 32.4371 0 Td ( )Tj /TT3 1 Tf 0.0003 Tc 0.0132 Tw 0.2635 0 Td [(Rem)7(o)-3(te)7( Sensin)6(g E)9(nviron)]TJ /TT5 1 Tf 0 Tc 0 Tw 10.5629 0 Td (.)Tj /TT4 1 Tf -0.0038 Tc 0.0173 Tw 0.2515 0 Td [(, 91)-7(,)7( )]TJ -0.0026 Tc -0.0019 Tw -43.515 -1.1437 Td [(1)-6(14-)-5(127)-6(, 20)-6(02)-6(. )-6( )]TJ 0.0014 Tc 0.0121 Tw 0 -1.7485 TD [(M)4(y)4(neni)4(, )-6(R)4(.;)4( K)5(n)-2(y)4(azi)4(khi)10(n, Y.;)4( Gl)4(assy)4(, )-6(J.;)4( Vot)10(a)2(va, P.;)4( )-6(S)7(h)]TJ 0.0012 Tc 0.0123 Tw 22 0 Td [(aba)8(n)-2(o)4(v)-2(, N.)6( )-6(Use)8(r)-1(')8(s)1( )-6(Gui)10(d)-2(e )-6(FP)7(AR, LAI \(ES)7(D)-1(T: M)4(O)-1(D)5(1)-2(5)4(A)5(2\))11( )]TJ -0.0019 Tc 0.0034 Tw -22 -1.1497 Td [(8)-5(-)2(d)-5(a)-1(y Co)-5(m)10(p)-5(o)-5(s)-2(i)7(t)1(e N)-4(A)2(SA MOD)-4(I)-4(S Lan)-5(d)1( A)-4(l)7(go)-5(r)-4(ith)-5(m)10(.)-3( p)-5(.)3( 1-)-4(17. 200)-5(3. )]TJ -0.0007 Tc 0.0022 Tw 0 -1.7425 TD (Rizzi, R. )Tj /TT3 1 Tf 0.0003 Tc 0.0012 Tw 3.7725 0 Td [(Geotecnologias em um sistema de estimati)9(va da produ\347)7(\343o de)7( soja)]TJ /TT4 1 Tf 0.0017 Tc -0.0002 Tw 27.7485 0 Td [(:)4( est)4(u)-1(d)5(o)-1( d)5(e)2( caso no R)4(i)4(o )6(Gra)8(n)5(de do)11( )]TJ -0.001 Tc 0.0684 Tw -31.521 -1.1497 Td [(Su)-4(l. 200)-4(4-0)-4(4)2(-30)-4(.)-2( \(INPE--TDI/\). Tese )]TJ 15.3892 0 Td [(\(Dou)-4(t)7(o)-4(rado)-4( em Sen)-4(s)5(o)-4(r)-3(iam)10(en)-4(t)1(o)-4( Rem)10(o)-4(to)-4(\) - In)-4(stituto)-4( Nacion)-4(al d)-4(e)6( Pesqu)-4(i)1(sas )]TJ -0.0001 Tc -0.0044 Tw -15.3892 -1.1497 Td [(Espaciais, S\343o Jos\351 dos )-6(Cam)11(pos. 2004. )]TJ -0.0013 Tc 0.0926 Tw T* [(Tan)-4(,)-3( )-6(B.; Hu)-4(ang)-4(,)-3( D.; )-6(Hu)-4(, J.; Yang)-4(, W.; )-6(Zh)-4(an)-4(g, )]TJ 0.0014 Tc 0.0959 Tw 19.3413 0 Td [(P.;)4( S)7(h)-2(a)8(b)-2(an)4(ov)4(, N)5(.V)5(.;)4( K)5(n)-2(y)4(azi)4(khi)4(n)4(, Y)5(.;)4( M)4(y)4(neni)4(, R)4(.B)4(.)]TJ /TT3 1 Tf 0 Tc 0 Tw 20.9162 0 Td ( )Tj /TT4 1 Tf -0.0019 Tc 0.0992 Tw 0.3413 0 Td [(An)-5(alysis o)-5(f)8( )]TJ 0.0013 Tc 0.1798 Tw -40.5988 -1.1497 Td [(M)4(O)-1(D)5(I)-1(S Leaf )6(Area I)5(n)4(dex R)10(e)2(t)4(r)-1(i)4(e)2(val)4(s)1( o)4(v)-2(er )6(B)4(r)-1(oa)8(dl)4(eaf C)4(r)5(o)4(p)-2(s as a Fu)4(nct)4(i)4(on )6(of M)4(o)4(del)4( )6(and )6(In)4(p)4(u)-2(t)4( Unc)8(e)2(rt)4(ai)4(nt)4(i)4(e)2(s. )]TJ /TT3 1 Tf 0 Tc -0.0045 Tw 0 -1.1497 TD [(Photogr)7(a)-3(mme)7(tric )-6(Enginee)7(r)1(ing an)5(d Remote )-6(Sensin)5(g)]TJ /TT4 1 Tf -0.0024 Tc 0.0039 Tw 21.9042 0 Td [(. Submit)-6(ted)-5( fo)-5(r)-5( )6(pub)-5(licatio)-5(n)-5(.)-4( )6(2)-5(004)-5(. )]TJ 0.0003 Tc 0.1449 Tw -21.9042 -1.7425 Td [(Wan)3(g)-3(, )6(Y.; Tia)7(n)-3(, )6(Y.; Zha)7(n)3(g, )6(Y.; El-Sale)7(o)-3(u)3(s)6(, N.; )6(Kny)3(azik)3(h)]TJ 0.0018 Tc 0.1434 Tw 24.1198 0 Td [(i)4(n)-1(, )6(Y.;)4( )6(Verm)7(ot)4(e, E.;)4( M)5(y)5(ne)9(ni)4(, R)4(.B)4(. I)6(n)5(vest)10(i)4(g)-1(at)4(i)4(on )6(of)6( )]TJ -0.0001 Tc 0.2531 Tw -24.1198 -1.1497 Td [(product accuracy as a func)7(tion of )]TJ -0.0005 Tc 0.2535 Tw 15.0539 0 Td [(input and m)11(odel uncertainties: Ca)-6(se)]TJ -0.0002 Tc 0.2532 Tw 15.3234 0 Td [( study with Sea)7(W)-8(iFS and MODIS)11( )]TJ 0.001 Tc -0.0055 Tw -30.3772 -1.1497 Td [(LAI/F)6(PAR Al)9(go)4(rithm)12(. )]TJ /TT3 1 Tf 0.0004 Tc 0.0011 Tw 9.3413 0 Td [(Rem)7(o)-3(te)7( Sensin)6(g E)9(nviron)]TJ /TT4 1 Tf -0.0019 Tc 0.0034 Tw 10.5389 0 Td [(., 78)-5(, 296)-5(-31)-5(1)1(, )6(2)-5(001)-5(. )]TJ 0.0016 Tc -0.0001 Tw -19.8802 -1.7425 Td [(Wan)5(g)-1(, )6(Y.;)4( )6(Wo)11(odc)8(oc)8(k, C)4(.E)8(.;)4( )6(B)4(u)-1(erm)13(a)2(nn, )6(W.;)10( St)4(enbe)8(r)5(g)-1(, P)7(.;)4( Voi)10(p)-1(i)4(o)-1(, )6(P.;)4( Sm)13(ol)4(an)5(der)5(, H)5(.;)4( H)5(a)14(\250)-25(m)13(e, )6(T.;)4( Ti)4(an)5(,)6( Y.;)4( H)5(u)-1(, )6(J.; )]TJ 0.0013 Tc 0.102 Tw T* [(Kny)4(azi)4(k)4(h)-2(i)4(n)4(, Y)5(.;)4( M)4(y)4(neni)4(, R)4(.B)4(. Eval)4(uat)4(i)4(o)4(n )6(of t)4(h)-2(e M)4(O)5(D)5(I)-1(S)7( LAI al)4(g)4(o)-2(ri)4(t)4(h)4(m)7( at a coni)4(fer)5(ous )6(fo)4(rest)4( si)4(t)4(e)2( i)4(n)-2( Fi)4(nl)4(an)4(d.)]TJ /TT5 1 Tf 0 Tc 0 Tw 45.2635 0 Td ( )Tj /TT3 1 Tf 0.0004 Tc -0.0049 Tw -45.2635 -1.1497 Td [(Rem)7(o)-3(te Sensi)9(ng )-6(En)6(vir)7(o)-3(n)]TJ /TT4 1 Tf -0.0017 Tc -0.0028 Tw 10.5389 0 Td [(., 91)-5(, 11)-5(4-1)-5(2)1(7)-5(,)3( )-6(200)-5(4. )-6( )]TJ -0.0001 Tc 0.0136 Tw -10.5389 -1.7425 Td [(Yang, )6(W.; Stroeve, J.C.; Shab)]TJ -0.0011 Tc 0.0146 Tw 12.0719 0 Td [(an)-4(ov)-4(, )6(N.V.; Hu)-4(ang)-4(,)-3( )6(D.; Tan)-4(,)-3( )6(B.; Zh)-4(ang)-4(,)-3( P.; )6(Kn)-4(yazikh)-4(in, Y.; Myn)-4(en)-4(i)1(,R.B. An)-4(alysis )]TJ 0.0017 Tc 0.1914 Tw -12.0719 -1.1497 Td [(of Gl)10(obal)4( M)5(O)5(DIS Lea)8(f)-1( A)5(r)-1(e)8(a)2( Inde)8(x an)5(d F)7(r)-1(act)4(i)4(on )6(Abs)8(o)5(r)5(b)-1(ed P)7(A)-1(R)4( Ti)4(m)7(e)2( Seri)4(es Dat)4(a)2( fr)5(om)13( February)11( 20)5(00 t)4(o)-1( )]TJ 0.0002 Tc 0.0013 Tw 0 -1.1437 TD [(Decem)12(ber 2003. )]TJ /TT3 1 Tf 0.0016 Tc -0.0001 Tw 6.8443 0 Td [(J.)6( Ge)8(oph)7(y)-1(s)8(.)6( Res)]TJ /TT4 1 Tf -0.0038 Tc -0.0007 Tw 6.7665 0 Td [(.,)-5( 2)-7(004)-7(.)-5( )]TJ 0 g ET /GS3 gs BT /T1_1 9 Tf 0 Tc 0 Tw 1 0 0 1 289.994 28.8 Tm (260)Tj ET endstream endobj 326 0 obj 10384 endobj 327 0 obj << /Length 328 0 R >> stream /CS4 cs 0 0 0 sc 1 i /RelativeColorimetric ri /GS4 gs BT /TT6 1 Tf 12 0 0 12 70.92 731.6003 Tm (4. Conclusion )Tj /TT7 1 Tf -0.0002 Tc 0.0392 Tw 0 -1.64 TD [(Since the high relative f)8(r)-2(equency of )]TJ /TT8 1 Tf 0.0385 Tw 14.775 0 Td (Standard fill value 255)Tj /TT7 1 Tf 0.0011 Tc 0.0364 Tw 9.31 0 Td [( r)4(etr)4(ievals in)6( )]TJ /TT8 1 Tf 0.0004 Tc 0.0396 Tw 5.355 0 Td (Collection 4)Tj /TT7 1 Tf 0 Tc 0 Tw 4.955 0 Td ( )Tj /TT8 1 Tf -0.0001 Tc 0.29 0 Td (MODIS )Tj -0.001 Tc -34.685 -1.15 Td (LAI)Tj /TT7 1 Tf -0.0004 Tc 0.0854 Tw 1.5 0 Td ( product \(MOD15A2\) occurs for pixels with )Tj 0.0853 Tw 18.55 0 Td (high soybean percentage)Tj 0.0004 Tc 0.0821 Tw 10.05 0 Td (, only in a specific )Tj 0.0002 Tc 0.0789 Tw -30.1 -1.15 Td [(period which coincides with the m)8(a)-6(xim)8(u)-5(m)8( soybean)]TJ 0.0009 Tc 0.0753 Tw 21.08 0 Td ( growth stage, the re)Tj 0.0003 Tc 0.0797 Tw 8.45 0 Td [(sults from)8( our study )]TJ 0.0007 Tc 0.0059 Tw -29.53 -1.15 Td (indicate that those retrievals )Tj -0.0003 Tc 0.0103 Tw 11.54 0 Td (are closely related to the soybean)Tj 13.34 0 Td ( areas. Besides, their occurrence )Tj 0.001 Tc 0.339 Tw -24.88 -1.15 Td [(appears)5( not to be)5( dire)5(ctly)6( re)5(lated)6( to an)6( eve)5(n)1(tual m)9(i)-1(sclassif)4(i)-1(ca)5(tion)6( in )]TJ /TT8 1 Tf 0.0002 Tc 0 Tw 30.91 0 Td (landcover)Tj /TT7 1 Tf -0.0018 Tc 0.3418 Tw 4 0 Td ( input. )Tj 0.0001 Tc 0.2549 Tw -34.91 -1.15 Td (Therefore, the Collection 4 MOD15A2 product )Tj 0.0006 Tc 0.2527 Tw 20.72 0 Td (is not suitable to )Tj -0.0001 Tc 7.855 0 Td [(m)8(o)-5(nitor LAI seasonal )]TJ 0.0002 Tc 0.0798 Tw -28.575 -1.15 Td (changes over soybean areas. Thus, more effort )Tj 19.425 0 Td [(must be foc)-6(used on validating the product in )]TJ -0.0002 Tw -19.425 -1.15 Td (further studies. )Tj /TT6 1 Tf 0 -2.16 TD (5. References )Tj /TT7 1 Tf -0.0012 Tc 0.2362 Tw 10.02 0 0 10.02 70.92 571.5803 Tm [(Kn)-4(yazikh)-4(in, )6(Y.; Marton)-4(ch)-4(i)7(k)-4(, J.V.; Di)7(n)-4(er, )6(D. J.; Myn)-4(e)6(n)-4(i)]TJ -0.0005 Tc 0.2355 Tw 23.8383 0 Td [(, R. B.; )6(Verstraete, M. M)8(.)]TJ -0.0018 Tc 0.2368 Tw 11.4012 0 Td [(; Pin)-5(t)1(y, B.; )6(Go)-5(bro)-5(n)1(, N. )]TJ 0.0015 Tc 0.1677 Tw -35.2395 -1.1497 Td [(Est)4(i)-2(m)13(a)2(t)4(i)4(on of)5( )6(veget)4(a)2(t)4(i)4(o)5(n ca)8(n)5(opy)5( l)4(e)2(a)8(f)-1( a)8(r)-1(ea )6(i)4(nde)8(x a)8(n)5(d f)5(r)-1(ac)8(t)4(i)4(on )6(of)5( ab)5(so)5(rb)5(ed )6(ph)5(ot)10(osy)5(n)-1(t)4(h)5(et)4(i)4(cal)4(l)4(y)5( acti)4(v)-1(e ra)8(di)4(at)4(i)4(o)5(n)5( )]TJ 0.0014 Tc 0.0001 Tw 0 -1.1437 TD [(fr)5(om)13( atm)13(o)-2(sphe)8(re-c)8(or)5(rect)4(ed)4( M)4(I)-1(SR)4( )6(dat)4(a)2(, )]TJ /TT6 1 Tf 0.0016 Tc -0.0061 Tw 15.9341 0 Td [(J. G)7(e)2(oph)7(y)-1(s.)6( )-6(Re)8(s)]TJ /TT7 1 Tf 0.0026 Tc -0.0071 Tw 6.7665 0 Td [(.,)7( 10)6(3:)5( 32)6(2)6(39)6(-)6(32)6(25)6(6,)7( )-6(1)6(9)6(98a)9(. )]TJ 0.0018 Tc 0.1973 Tw -22.7006 -1.7485 Td [(Kny)5(azi)4(k)5(h)-1(i)4(n)5(, Y)5(.;)4( M)5(a)3(rt)4(onc)9(hi)4(k,)6( J. V.;)4( M)5(y)5(nen)5(i)4(, R)4(. B)4(.;)4( Di)4(ner, D. J.;)4( R)4(u)5(nn)5(i)4(ng, S)7(. )6(W)-6(. Sy)11(ner)6(g)-1(i)4(s)2(t)4(i)4(c)3( al)4(gor)6(i)4(t)4(h)-7(m)13( for )]TJ 0.0014 Tc 0.0899 Tw 0 -1.1497 TD [(est)4(i)-2(m)13(a)2(ti)4(ng ve)8(g)4(e)2(t)4(a)2(t)4(i)4(on cano)4(p)-2(y)10( l)4(eaf area i)4(nde)8(x an)4(d fract)4(i)4(o)4(n of ab)4(so)4(rbe)8(d)-2( p)4(h)4(o)-2(t)4(o)-2(sy)10(nt)4(het)4(i)4(cal)4(l)4(y)4( act)4(i)4(v)-2(e radi)4(at)4(ion f)5(r)5(o)-8(m)7( )]TJ 0.0004 Tc 0.0011 Tw 0 -1.1437 TD [(MODIS a)7(n)3(d M)9(I)-2(SR )6(data, )]TJ /TT6 1 Tf 0.0016 Tc -0.0061 Tw 10.006 0 Td [(J. G)7(e)2(oph)7(y)-1(s.)6( )-6(Re)8(s)]TJ /TT7 1 Tf 0.0025 Tc -0.007 Tw 6.7665 0 Td [(.,)7( 10)6(3:)5( 32)6(2)6(57)6(-)6(32)6(27)6(5,)7( )-6(1)6(9)6(98)6(b. )]TJ -0.0005 Tc 0.0619 Tw -16.7725 -1.7485 Td [(Kn)-3(yazikh)-3(in, Y.; Glassy, J.; Priv)-3(ette, J. L.; Tian)-3(, Y.; Lo)]TJ -0.0008 Tc 0.0622 Tw 22.4311 0 Td [(tsch, A.; Zh)-4(an)-4(g, Y.; W)-9(a)6(ng)-4(, Y.; )6(Mo)-4(risette, J. T.; Vo)-4(tav)-4(a)6(, )]TJ 0.002 Tc 0.3588 Tw -22.4311 -1.1497 Td [(P.;)4( M)5(y)5(ne)9(ni)4(, )6(R)4(.)1(B)4(.)1(;)4( )6(Nem)13(a)-3(ni)4(, R)4(.)7( R)4(.)1(;)4( R)10(u)5(nni)10(ng)5(, S)7(.)1( )6(W.)7( M)5(O)6(DIS)7( Lea)9(f )6(Area)9( I)6(nde)9(x)5( \(L)8(AI)6(\) a)9(n)5(d )6(Fract)4(i)4(o)5(n )6(of)6( )]TJ -0.0007 Tc 0.0381 Tw 0.0001 -4.0359 Td [(Myn)-4(en)-4(i)2(, R.B.; )6(Hoffm)11(an)-4(, S.; )6(Kn)-4(yazikh)-4(in, Y.; Priv)-4(ette, J.L.)]TJ 23.4132 0 Td [(; Glassy, J.; Tian)-4(, Y.; )6(W)-9(a)6(n)-4(g)2(, )6(Y.; Song)-4(, )6(X.; Zh)-4(an)-4(g, Y.; )]TJ 0.0015 Tc 0.0659 Tw -23.4132 -1.1497 Td [(Sm)7(i)4(t)4(h)-1(, G.R)4(.;)4( Lot)4(s)1(ch)5(, A.;)4( Fri)4(e)8(dl)4(, M)4(.;)4( M)4(o)-1(ri)4(se)8(t)4(t)4(e)2(, J.T.;)4( Vot)4(a)2(v)5(a)2(, P.;)4( Nem)13(a)2(ni)4(, R)4(.R)4(.;)4( R)4(unni)10(n)5(g)-1(, S.)6(W. )6(Gl)4(o)5(b)-1(al)4( pro)5(d)5(u)-1(ct)4(s)7( )]TJ 0.002 Tc 0.0115 Tw 0 -1.1497 TD [(of)6( ve)9(get)4(a)3(t)4(i)4(o)-1(n)5( l)4(eaf are)9(a)3( a)9(n)-1(d)5( f)6(r)6(act)4(i)4(on a)9(b)-1(s)8(o)-1(r)6(b)-1(e)9(d)-1( P)7(AR)4( )6(fr)6(om)13( y)5(e)-3(ar )6(one)9( o)5(f M)11(O)6(DIS)7( )6(dat)4(a)]TJ /TT8 1 Tf 0 Tc 0 Tw 32.4371 0 Td ( )Tj /TT6 1 Tf 0.0003 Tc 0.0132 Tw 0.2635 0 Td [(Rem)7(o)-3(te)7( Sensin)6(g E)9(nviron)]TJ /TT8 1 Tf 0 Tc 0 Tw 10.5629 0 Td (.)Tj /TT7 1 Tf -0.0038 Tc 0.0173 Tw 0.2515 0 Td [(, 91)-7(,)7( )]TJ -0.0026 Tc -0.0019 Tw -43.515 -1.1437 Td [(1)-6(14-)-5(127)-6(, 20)-6(02)-6(. )-6( )]TJ 0.0014 Tc 0.0121 Tw 0 -1.7485 TD [(M)4(y)4(neni)4(, )-6(R)4(.;)4( K)5(n)-2(y)4(azi)4(khi)10(n, Y.;)4( Gl)4(assy)4(, )-6(J.;)4( Vot)10(a)2(va, P.;)4( )-6(S)7(h)]TJ 0.0012 Tc 0.0123 Tw 22 0 Td [(aba)8(n)-2(o)4(v)-2(, N.)6( )-6(Use)8(r)-1(')8(s)1( )-6(Gui)10(d)-2(e )-6(FP)7(AR, LAI \(ES)7(D)-1(T: M)4(O)-1(D)5(1)-2(5)4(A)5(2\))11( )]TJ -0.0019 Tc 0.0034 Tw -22 -1.1497 Td [(8)-5(-)2(d)-5(a)-1(y Co)-5(m)10(p)-5(o)-5(s)-2(i)7(t)1(e N)-4(A)2(SA MOD)-4(I)-4(S Lan)-5(d)1( A)-4(l)7(go)-5(r)-4(ith)-5(m)10(.)-3( p)-5(.)3( 1-)-4(17. 200)-5(3. )]TJ -0.0007 Tc 0.0022 Tw 0 -1.7425 TD (Rizzi, R. )Tj /TT6 1 Tf 0.0003 Tc 0.0012 Tw 3.7725 0 Td [(Geotecnologias em um sistema de estimati)9(va da produ\347)7(\343o de)7( soja)]TJ /TT7 1 Tf 0.0017 Tc -0.0002 Tw 27.7485 0 Td [(:)4( est)4(u)-1(d)5(o)-1( d)5(e)2( caso no R)4(i)4(o )6(Gra)8(n)5(de do)11( )]TJ -0.001 Tc 0.0684 Tw -31.521 -1.1497 Td [(Su)-4(l. 200)-4(4-0)-4(4)2(-30)-4(.)-2( \(INPE--TDI/\). Tese )]TJ 15.3892 0 Td [(\(Dou)-4(t)7(o)-4(rado)-4( em Sen)-4(s)5(o)-4(r)-3(iam)10(en)-4(t)1(o)-4( Rem)10(o)-4(to)-4(\) - In)-4(stituto)-4( Nacion)-4(al d)-4(e)6( Pesqu)-4(i)1(sas )]TJ -0.0001 Tc -0.0044 Tw -15.3892 -1.1497 Td [(Espaciais, S\343o Jos\351 dos )-6(Cam)11(pos. 2004. )]TJ -0.0013 Tc 0.0926 Tw T* [(Tan)-4(,)-3( )-6(B.; Hu)-4(ang)-4(,)-3( D.; )-6(Hu)-4(, J.; Yang)-4(, W.; )-6(Zh)-4(an)-4(g, )]TJ 0.0014 Tc 0.0959 Tw 19.3413 0 Td [(P.;)4( S)7(h)-2(a)8(b)-2(an)4(ov)4(, N)5(.V)5(.;)4( K)5(n)-2(y)4(azi)4(khi)4(n)4(, Y)5(.;)4( M)4(y)4(neni)4(, R)4(.B)4(.)]TJ /TT6 1 Tf 0 Tc 0 Tw 20.9162 0 Td ( )Tj /TT7 1 Tf -0.0019 Tc 0.0992 Tw 0.3413 0 Td [(An)-5(alysis o)-5(f)8( )]TJ 0.0013 Tc 0.1798 Tw -40.5988 -1.1497 Td [(M)4(O)-1(D)5(I)-1(S Leaf )6(Area I)5(n)4(dex R)10(e)2(t)4(r)-1(i)4(e)2(val)4(s)1( o)4(v)-2(er )6(B)4(r)-1(oa)8(dl)4(eaf C)4(r)5(o)4(p)-2(s as a Fu)4(nct)4(i)4(on )6(of M)4(o)4(del)4( )6(and )6(In)4(p)4(u)-2(t)4( Unc)8(e)2(rt)4(ai)4(nt)4(i)4(e)2(s. )]TJ /TT6 1 Tf 0 Tc -0.0045 Tw 0 -1.1497 TD [(Photogr)7(a)-3(mme)7(tric )-6(Enginee)7(r)1(ing an)5(d Remote )-6(Sensin)5(g)]TJ /TT7 1 Tf -0.0024 Tc 0.0039 Tw 21.9042 0 Td [(. Submit)-6(ted)-5( fo)-5(r)-5( )6(pub)-5(licatio)-5(n)-5(.)-4( )6(2)-5(004)-5(. )]TJ 0.0003 Tc 0.1449 Tw -21.9042 -1.7425 Td [(Wan)3(g)-3(, )6(Y.; Tia)7(n)-3(, )6(Y.; Zha)7(n)3(g, )6(Y.; El-Sale)7(o)-3(u)3(s)6(, N.; )6(Kny)3(azik)3(h)]TJ 0.0018 Tc 0.1434 Tw 24.1198 0 Td [(i)4(n)-1(, )6(Y.;)4( )6(Verm)7(ot)4(e, E.;)4( M)5(y)5(ne)9(ni)4(, R)4(.B)4(. I)6(n)5(vest)10(i)4(g)-1(at)4(i)4(on )6(of)6( )]TJ -0.0001 Tc 0.2531 Tw -24.1198 -1.1497 Td [(product accuracy as a func)7(tion of )]TJ -0.0005 Tc 0.2535 Tw 15.0539 0 Td [(input and m)11(odel uncertainties: Ca)-6(se)]TJ -0.0002 Tc 0.2532 Tw 15.3234 0 Td [( study with Sea)7(W)-8(iFS and MODIS)11( )]TJ 0.001 Tc -0.0055 Tw -30.3772 -1.1497 Td [(LAI/F)6(PAR Al)9(go)4(rithm)12(. )]TJ /TT6 1 Tf 0.0004 Tc 0.0011 Tw 9.3413 0 Td [(Rem)7(o)-3(te)7( Sensin)6(g E)9(nviron)]TJ /TT7 1 Tf -0.0019 Tc 0.0034 Tw 10.5389 0 Td [(., 78)-5(, 296)-5(-31)-5(1)1(, )6(2)-5(001)-5(. )]TJ 0.0016 Tc -0.0001 Tw -19.8802 -1.7425 Td [(Wan)5(g)-1(, )6(Y.;)4( )6(Wo)11(odc)8(oc)8(k, C)4(.E)8(.;)4( )6(B)4(u)-1(erm)13(a)2(nn, )6(W.;)10( St)4(enbe)8(r)5(g)-1(, P)7(.;)4( Voi)10(p)-1(i)4(o)-1(, )6(P.;)4( Sm)13(ol)4(an)5(der)5(, H)5(.;)4( H)5(a)14(\250)-25(m)13(e, )6(T.;)4( Ti)4(an)5(,)6( Y.;)4( H)5(u)-1(, )6(J.; )]TJ 0.0013 Tc 0.102 Tw T* [(Kny)4(azi)4(k)4(h)-2(i)4(n)4(, Y)5(.;)4( M)4(y)4(neni)4(, R)4(.B)4(. Eval)4(uat)4(i)4(o)4(n )6(of t)4(h)-2(e M)4(O)5(D)5(I)-1(S)7( LAI al)4(g)4(o)-2(ri)4(t)4(h)4(m)7( at a coni)4(fer)5(ous )6(fo)4(rest)4( si)4(t)4(e)2( i)4(n)-2( Fi)4(nl)4(an)4(d.)]TJ /TT8 1 Tf 0 Tc 0 Tw 45.2635 0 Td ( )Tj /TT6 1 Tf 0.0004 Tc -0.0049 Tw -45.2635 -1.1497 Td [(Rem)7(o)-3(te Sensi)9(ng )-6(En)6(vir)7(o)-3(n)]TJ /TT7 1 Tf -0.0017 Tc -0.0028 Tw 10.5389 0 Td [(., 91)-5(, 11)-5(4-1)-5(2)1(7)-5(,)3( )-6(200)-5(4. )-6( )]TJ -0.0001 Tc 0.0136 Tw -10.5389 -1.7425 Td [(Yang, )6(W.; Stroeve, J.C.; Shab)]TJ -0.0011 Tc 0.0146 Tw 12.0719 0 Td [(an)-4(ov)-4(, )6(N.V.; Hu)-4(ang)-4(,)-3( )6(D.; Tan)-4(,)-3( )6(B.; Zh)-4(ang)-4(,)-3( P.; )6(Kn)-4(yazikh)-4(in, Y.; Myn)-4(en)-4(i)1(,R.B. An)-4(alysis )]TJ 0.0017 Tc 0.1914 Tw -12.0719 -1.1497 Td [(of Gl)10(obal)4( M)5(O)5(DIS Lea)8(f)-1( A)5(r)-1(e)8(a)2( Inde)8(x an)5(d F)7(r)-1(act)4(i)4(on )6(Abs)8(o)5(r)5(b)-1(ed P)7(A)-1(R)4( Ti)4(m)7(e)2( Seri)4(es Dat)4(a)2( fr)5(om)13( February)11( 20)5(00 t)4(o)-1( )]TJ 0.0002 Tc 0.0013 Tw 0 -1.1437 TD [(Decem)12(ber 2003. )]TJ /TT6 1 Tf 0.0016 Tc -0.0001 Tw 6.8443 0 Td [(J.)6( Ge)8(oph)7(y)-1(s)8(.)6( Res)]TJ /TT7 1 Tf -0.0038 Tc -0.0007 Tw 6.7665 0 Td [(.,)-5( 2)-7(004)-7(.)-5( )]TJ 0 g ET /GS5 gs BT /T1_2 9 Tf 0 Tc 0 Tw 1 0 0 1 289.994 28.8 Tm (260)Tj ET endstream endobj 328 0 obj 10064 endobj 329 0 obj << /Length 330 0 R >> stream /CS6 cs 0 0 0 sc 1 i /RelativeColorimetric ri /GS6 gs BT /TT9 1 Tf 12 0 0 12 70.92 731.6003 Tm (4. Conclusion )Tj /TT10 1 Tf -0.0002 Tc 0.0392 Tw 0 -1.64 TD [(Since the high relative f)8(r)-2(equency of )]TJ /TT11 1 Tf 0.0385 Tw 14.775 0 Td (Standard fill value 255)Tj /TT10 1 Tf 0.0011 Tc 0.0364 Tw 9.31 0 Td [( r)4(etr)4(ievals in)6( )]TJ /TT11 1 Tf 0.0004 Tc 0.0396 Tw 5.355 0 Td (Collection 4)Tj /TT10 1 Tf 0 Tc 0 Tw 4.955 0 Td ( )Tj /TT11 1 Tf -0.0001 Tc 0.29 0 Td (MODIS )Tj -0.001 Tc -34.685 -1.15 Td (LAI)Tj /TT10 1 Tf -0.0004 Tc 0.0854 Tw 1.5 0 Td ( product \(MOD15A2\) occurs for pixels with )Tj 0.0853 Tw 18.55 0 Td (high soybean percentage)Tj 0.0004 Tc 0.0821 Tw 10.05 0 Td (, only in a specific )Tj 0.0002 Tc 0.0789 Tw -30.1 -1.15 Td [(period which coincides with the m)8(a)-6(xim)8(u)-5(m)8( soybean)]TJ 0.0009 Tc 0.0753 Tw 21.08 0 Td ( growth stage, the re)Tj 0.0003 Tc 0.0797 Tw 8.45 0 Td [(sults from)8( our study )]TJ 0.0007 Tc 0.0059 Tw -29.53 -1.15 Td (indicate that those retrievals )Tj -0.0003 Tc 0.0103 Tw 11.54 0 Td (are closely related to the soybean)Tj 13.34 0 Td ( areas. Besides, their occurrence )Tj 0.001 Tc 0.339 Tw -24.88 -1.15 Td [(appears)5( not to be)5( dire)5(ctly)6( re)5(lated)6( to an)6( eve)5(n)1(tual m)9(i)-1(sclassif)4(i)-1(ca)5(tion)6( in )]TJ /TT11 1 Tf 0.0002 Tc 0 Tw 30.91 0 Td (landcover)Tj /TT10 1 Tf -0.0018 Tc 0.3418 Tw 4 0 Td ( input. )Tj 0.0001 Tc 0.2549 Tw -34.91 -1.15 Td (Therefore, the Collection 4 MOD15A2 product )Tj 0.0006 Tc 0.2527 Tw 20.72 0 Td (is not suitable to )Tj -0.0001 Tc 7.855 0 Td [(m)8(o)-5(nitor LAI seasonal )]TJ 0.0002 Tc 0.0798 Tw -28.575 -1.15 Td (changes over soybean areas. Thus, more effort )Tj 19.425 0 Td [(must be foc)-6(used on validating the product in )]TJ -0.0002 Tw -19.425 -1.15 Td (further studies. )Tj /TT9 1 Tf 0 -2.16 TD (5. References )Tj /TT10 1 Tf -0.0012 Tc 0.2362 Tw 10.02 0 0 10.02 70.92 571.5803 Tm [(Kn)-4(yazikh)-4(in, )6(Y.; Marton)-4(ch)-4(i)7(k)-4(, J.V.; Di)7(n)-4(er, )6(D. J.; Myn)-4(e)6(n)-4(i)]TJ -0.0005 Tc 0.2355 Tw 23.8383 0 Td [(, R. B.; )6(Verstraete, M. M)8(.)]TJ -0.0018 Tc 0.2368 Tw 11.4012 0 Td [(; Pin)-5(t)1(y, B.; )6(Go)-5(bro)-5(n)1(, N. )]TJ 0.0015 Tc 0.1677 Tw -35.2395 -1.1497 Td [(Est)4(i)-2(m)13(a)2(t)4(i)4(on of)5( )6(veget)4(a)2(t)4(i)4(o)5(n ca)8(n)5(opy)5( l)4(e)2(a)8(f)-1( a)8(r)-1(ea )6(i)4(nde)8(x a)8(n)5(d f)5(r)-1(ac)8(t)4(i)4(on )6(of)5( ab)5(so)5(rb)5(ed )6(ph)5(ot)10(osy)5(n)-1(t)4(h)5(et)4(i)4(cal)4(l)4(y)5( acti)4(v)-1(e ra)8(di)4(at)4(i)4(o)5(n)5( )]TJ 0.0014 Tc 0.0001 Tw 0 -1.1437 TD [(fr)5(om)13( atm)13(o)-2(sphe)8(re-c)8(or)5(rect)4(ed)4( M)4(I)-1(SR)4( )6(dat)4(a)2(, )]TJ /TT9 1 Tf 0.0016 Tc -0.0061 Tw 15.9341 0 Td [(J. G)7(e)2(oph)7(y)-1(s.)6( )-6(Re)8(s)]TJ /TT10 1 Tf 0.0026 Tc -0.0071 Tw 6.7665 0 Td [(.,)7( 10)6(3:)5( 32)6(2)6(39)6(-)6(32)6(25)6(6,)7( )-6(1)6(9)6(98a)9(. )]TJ 0.0018 Tc 0.1973 Tw -22.7006 -1.7485 Td [(Kny)5(azi)4(k)5(h)-1(i)4(n)5(, Y)5(.;)4( M)5(a)3(rt)4(onc)9(hi)4(k,)6( J. V.;)4( M)5(y)5(nen)5(i)4(, R)4(. B)4(.;)4( Di)4(ner, D. J.;)4( R)4(u)5(nn)5(i)4(ng, S)7(. )6(W)-6(. Sy)11(ner)6(g)-1(i)4(s)2(t)4(i)4(c)3( al)4(gor)6(i)4(t)4(h)-7(m)13( for )]TJ 0.0014 Tc 0.0899 Tw 0 -1.1497 TD [(est)4(i)-2(m)13(a)2(ti)4(ng ve)8(g)4(e)2(t)4(a)2(t)4(i)4(on cano)4(p)-2(y)10( l)4(eaf area i)4(nde)8(x an)4(d fract)4(i)4(o)4(n of ab)4(so)4(rbe)8(d)-2( p)4(h)4(o)-2(t)4(o)-2(sy)10(nt)4(het)4(i)4(cal)4(l)4(y)4( act)4(i)4(v)-2(e radi)4(at)4(ion f)5(r)5(o)-8(m)7( )]TJ 0.0004 Tc 0.0011 Tw 0 -1.1437 TD [(MODIS a)7(n)3(d M)9(I)-2(SR )6(data, )]TJ /TT9 1 Tf 0.0016 Tc -0.0061 Tw 10.006 0 Td [(J. G)7(e)2(oph)7(y)-1(s.)6( )-6(Re)8(s)]TJ /TT10 1 Tf 0.0025 Tc -0.007 Tw 6.7665 0 Td [(.,)7( 10)6(3:)5( 32)6(2)6(57)6(-)6(32)6(27)6(5,)7( )-6(1)6(9)6(98)6(b. )]TJ -0.0005 Tc 0.0619 Tw -16.7725 -1.7485 Td [(Kn)-3(yazikh)-3(in, Y.; Glassy, J.; Priv)-3(ette, J. L.; Tian)-3(, Y.; Lo)]TJ -0.0008 Tc 0.0622 Tw 22.4311 0 Td [(tsch, A.; Zh)-4(an)-4(g, Y.; W)-9(a)6(ng)-4(, Y.; )6(Mo)-4(risette, J. T.; Vo)-4(tav)-4(a)6(, )]TJ -0.0007 Tc 0.0381 Tw -22.431 -5.1856 Td [(Myn)-4(en)-4(i)2(, R.B.; )6(Hoffm)11(an)-4(, S.; )6(Kn)-4(yazikh)-4(in, Y.; Priv)-4(ette, J.L.)]TJ 23.4132 0 Td [(; Glassy, J.; Tian)-4(, Y.; )6(W)-9(a)6(n)-4(g)2(, )6(Y.; Song)-4(, )6(X.; Zh)-4(an)-4(g, Y.; )]TJ 0.0015 Tc 0.0659 Tw -23.4132 -1.1497 Td [(Sm)7(i)4(t)4(h)-1(, G.R)4(.;)4( Lot)4(s)1(ch)5(, A.;)4( Fri)4(e)8(dl)4(, M)4(.;)4( M)4(o)-1(ri)4(se)8(t)4(t)4(e)2(, J.T.;)4( Vot)4(a)2(v)5(a)2(, P.;)4( Nem)13(a)2(ni)4(, R)4(.R)4(.;)4( R)4(unni)10(n)5(g)-1(, S.)6(W. )6(Gl)4(o)5(b)-1(al)4( pro)5(d)5(u)-1(ct)4(s)7( )]TJ 0.002 Tc 0.0115 Tw 0 -1.1497 TD [(of)6( ve)9(get)4(a)3(t)4(i)4(o)-1(n)5( l)4(eaf are)9(a)3( a)9(n)-1(d)5( f)6(r)6(act)4(i)4(on a)9(b)-1(s)8(o)-1(r)6(b)-1(e)9(d)-1( P)7(AR)4( )6(fr)6(om)13( y)5(e)-3(ar )6(one)9( o)5(f M)11(O)6(DIS)7( )6(dat)4(a)]TJ /TT11 1 Tf 0 Tc 0 Tw 32.4371 0 Td ( )Tj /TT9 1 Tf 0.0003 Tc 0.0132 Tw 0.2635 0 Td [(Rem)7(o)-3(te)7( Sensin)6(g E)9(nviron)]TJ /TT11 1 Tf 0 Tc 0 Tw 10.5629 0 Td (.)Tj /TT10 1 Tf -0.0038 Tc 0.0173 Tw 0.2515 0 Td [(, 91)-7(,)7( )]TJ -0.0026 Tc -0.0019 Tw -43.515 -1.1437 Td [(1)-6(14-)-5(127)-6(, 20)-6(02)-6(. )-6( )]TJ 0.0014 Tc 0.0121 Tw 0 -1.7485 TD [(M)4(y)4(neni)4(, )-6(R)4(.;)4( K)5(n)-2(y)4(azi)4(khi)10(n, Y.;)4( Gl)4(assy)4(, )-6(J.;)4( Vot)10(a)2(va, P.;)4( )-6(S)7(h)]TJ 0.0012 Tc 0.0123 Tw 22 0 Td [(aba)8(n)-2(o)4(v)-2(, N.)6( )-6(Use)8(r)-1(')8(s)1( )-6(Gui)10(d)-2(e )-6(FP)7(AR, LAI \(ES)7(D)-1(T: M)4(O)-1(D)5(1)-2(5)4(A)5(2\))11( )]TJ -0.0019 Tc 0.0034 Tw -22 -1.1497 Td [(8)-5(-)2(d)-5(a)-1(y Co)-5(m)10(p)-5(o)-5(s)-2(i)7(t)1(e N)-4(A)2(SA MOD)-4(I)-4(S Lan)-5(d)1( A)-4(l)7(go)-5(r)-4(ith)-5(m)10(.)-3( p)-5(.)3( 1-)-4(17. 200)-5(3. )]TJ -0.0007 Tc 0.0022 Tw 0 -1.7425 TD (Rizzi, R. )Tj /TT9 1 Tf 0.0003 Tc 0.0012 Tw 3.7725 0 Td [(Geotecnologias em um sistema de estimati)9(va da produ\347)7(\343o de)7( soja)]TJ /TT10 1 Tf 0.0017 Tc -0.0002 Tw 27.7485 0 Td [(:)4( est)4(u)-1(d)5(o)-1( d)5(e)2( caso no R)4(i)4(o )6(Gra)8(n)5(de do)11( )]TJ -0.001 Tc 0.0684 Tw -31.521 -1.1497 Td [(Su)-4(l. 200)-4(4-0)-4(4)2(-30)-4(.)-2( \(INPE--TDI/\). Tese )]TJ 15.3892 0 Td [(\(Dou)-4(t)7(o)-4(rado)-4( em Sen)-4(s)5(o)-4(r)-3(iam)10(en)-4(t)1(o)-4( Rem)10(o)-4(to)-4(\) - In)-4(stituto)-4( Nacion)-4(al d)-4(e)6( Pesqu)-4(i)1(sas )]TJ -0.0001 Tc -0.0044 Tw -15.3892 -1.1497 Td [(Espaciais, S\343o Jos\351 dos )-6(Cam)11(pos. 2004. )]TJ -0.0013 Tc 0.0926 Tw T* [(Tan)-4(,)-3( )-6(B.; Hu)-4(ang)-4(,)-3( D.; )-6(Hu)-4(, J.; Yang)-4(, W.; )-6(Zh)-4(an)-4(g, )]TJ 0.0014 Tc 0.0959 Tw 19.3413 0 Td [(P.;)4( S)7(h)-2(a)8(b)-2(an)4(ov)4(, N)5(.V)5(.;)4( K)5(n)-2(y)4(azi)4(khi)4(n)4(, Y)5(.;)4( M)4(y)4(neni)4(, R)4(.B)4(.)]TJ /TT9 1 Tf 0 Tc 0 Tw 20.9162 0 Td ( )Tj /TT10 1 Tf -0.0019 Tc 0.0992 Tw 0.3413 0 Td [(An)-5(alysis o)-5(f)8( )]TJ 0.0013 Tc 0.1798 Tw -40.5988 -1.1497 Td [(M)4(O)-1(D)5(I)-1(S Leaf )6(Area I)5(n)4(dex R)10(e)2(t)4(r)-1(i)4(e)2(val)4(s)1( o)4(v)-2(er )6(B)4(r)-1(oa)8(dl)4(eaf C)4(r)5(o)4(p)-2(s as a Fu)4(nct)4(i)4(on )6(of M)4(o)4(del)4( )6(and )6(In)4(p)4(u)-2(t)4( Unc)8(e)2(rt)4(ai)4(nt)4(i)4(e)2(s. )]TJ /TT9 1 Tf 0 Tc -0.0045 Tw 0 -1.1497 TD [(Photogr)7(a)-3(mme)7(tric )-6(Enginee)7(r)1(ing an)5(d Remote )-6(Sensin)5(g)]TJ /TT10 1 Tf -0.0024 Tc 0.0039 Tw 21.9042 0 Td [(. Submit)-6(ted)-5( fo)-5(r)-5( )6(pub)-5(licatio)-5(n)-5(.)-4( )6(2)-5(004)-5(. )]TJ 0.0003 Tc 0.1449 Tw -21.9042 -1.7425 Td [(Wan)3(g)-3(, )6(Y.; Tia)7(n)-3(, )6(Y.; Zha)7(n)3(g, )6(Y.; El-Sale)7(o)-3(u)3(s)6(, N.; )6(Kny)3(azik)3(h)]TJ 0.0018 Tc 0.1434 Tw 24.1198 0 Td [(i)4(n)-1(, )6(Y.;)4( )6(Verm)7(ot)4(e, E.;)4( M)5(y)5(ne)9(ni)4(, R)4(.B)4(. I)6(n)5(vest)10(i)4(g)-1(at)4(i)4(on )6(of)6( )]TJ -0.0001 Tc 0.2531 Tw -24.1198 -1.1497 Td [(product accuracy as a func)7(tion of )]TJ -0.0005 Tc 0.2535 Tw 15.0539 0 Td [(input and m)11(odel uncertainties: Ca)-6(se)]TJ -0.0002 Tc 0.2532 Tw 15.3234 0 Td [( study with Sea)7(W)-8(iFS and MODIS)11( )]TJ 0.001 Tc -0.0055 Tw -30.3772 -1.1497 Td [(LAI/F)6(PAR Al)9(go)4(rithm)12(. )]TJ /TT9 1 Tf 0.0004 Tc 0.0011 Tw 9.3413 0 Td [(Rem)7(o)-3(te)7( Sensin)6(g E)9(nviron)]TJ /TT10 1 Tf -0.0019 Tc 0.0034 Tw 10.5389 0 Td [(., 78)-5(, 296)-5(-31)-5(1)1(, )6(2)-5(001)-5(. )]TJ 0.0016 Tc -0.0001 Tw -19.8802 -1.7425 Td [(Wan)5(g)-1(, )6(Y.;)4( )6(Wo)11(odc)8(oc)8(k, C)4(.E)8(.;)4( )6(B)4(u)-1(erm)13(a)2(nn, )6(W.;)10( St)4(enbe)8(r)5(g)-1(, P)7(.;)4( Voi)10(p)-1(i)4(o)-1(, )6(P.;)4( Sm)13(ol)4(an)5(der)5(, H)5(.;)4( H)5(a)14(\250)-25(m)13(e, )6(T.;)4( Ti)4(an)5(,)6( Y.;)4( H)5(u)-1(, )6(J.; )]TJ 0.0013 Tc 0.102 Tw T* [(Kny)4(azi)4(k)4(h)-2(i)4(n)4(, Y)5(.;)4( M)4(y)4(neni)4(, R)4(.B)4(. Eval)4(uat)4(i)4(o)4(n )6(of t)4(h)-2(e M)4(O)5(D)5(I)-1(S)7( LAI al)4(g)4(o)-2(ri)4(t)4(h)4(m)7( at a coni)4(fer)5(ous )6(fo)4(rest)4( si)4(t)4(e)2( i)4(n)-2( Fi)4(nl)4(an)4(d.)]TJ /TT11 1 Tf 0 Tc 0 Tw 45.2635 0 Td ( )Tj /TT9 1 Tf 0.0004 Tc -0.0049 Tw -45.2635 -1.1497 Td [(Rem)7(o)-3(te Sensi)9(ng )-6(En)6(vir)7(o)-3(n)]TJ /TT10 1 Tf -0.0017 Tc -0.0028 Tw 10.5389 0 Td [(., 91)-5(, 11)-5(4-1)-5(2)1(7)-5(,)3( )-6(200)-5(4. )-6( )]TJ -0.0001 Tc 0.0136 Tw -10.5389 -1.7425 Td [(Yang, )6(W.; Stroeve, J.C.; Shab)]TJ -0.0011 Tc 0.0146 Tw 12.0719 0 Td [(an)-4(ov)-4(, )6(N.V.; Hu)-4(ang)-4(,)-3( )6(D.; Tan)-4(,)-3( )6(B.; Zh)-4(ang)-4(,)-3( P.; )6(Kn)-4(yazikh)-4(in, Y.; Myn)-4(en)-4(i)1(,R.B. An)-4(alysis )]TJ 0.0017 Tc 0.1914 Tw -12.0719 -1.1497 Td [(of Gl)10(obal)4( M)5(O)5(DIS Lea)8(f)-1( A)5(r)-1(e)8(a)2( Inde)8(x an)5(d F)7(r)-1(act)4(i)4(on )6(Abs)8(o)5(r)5(b)-1(ed P)7(A)-1(R)4( Ti)4(m)7(e)2( Seri)4(es Dat)4(a)2( fr)5(om)13( February)11( 20)5(00 t)4(o)-1( )]TJ 0.0002 Tc 0.0013 Tw 0 -1.1437 TD [(Decem)12(ber 2003. )]TJ /TT9 1 Tf 0.0016 Tc -0.0001 Tw 6.8443 0 Td [(J.)6( Ge)8(oph)7(y)-1(s)8(.)6( Res)]TJ /TT10 1 Tf -0.0038 Tc -0.0007 Tw 6.7665 0 Td [(.,)-5( 2)-7(004)-7(.)-5( )]TJ 0 g ET /GS7 gs BT /T1_3 9 Tf 0 Tc 0 Tw 1 0 0 1 289.994 28.8 Tm (260)Tj ET endstream endobj 330 0 obj 9801 endobj 331 0 obj << /Length 332 0 R >> stream /CS8 cs 0 0 0 sc 1 i /RelativeColorimetric ri /GS8 gs BT /TT12 1 Tf 12 0 0 12 70.92 731.6003 Tm (4. Conclusion )Tj /TT13 1 Tf -0.0002 Tc 0.0392 Tw 0 -1.64 TD [(Since the high relative f)8(r)-2(equency of )]TJ /TT14 1 Tf 0.0385 Tw 14.775 0 Td (Standard fill value 255)Tj /TT13 1 Tf 0.0011 Tc 0.0364 Tw 9.31 0 Td [( r)4(etr)4(ievals in)6( )]TJ /TT14 1 Tf 0.0004 Tc 0.0396 Tw 5.355 0 Td (Collection 4)Tj /TT13 1 Tf 0 Tc 0 Tw 4.955 0 Td ( )Tj /TT14 1 Tf -0.0001 Tc 0.29 0 Td (MODIS )Tj -0.001 Tc -34.685 -1.15 Td (LAI)Tj /TT13 1 Tf -0.0004 Tc 0.0854 Tw 1.5 0 Td ( product \(MOD15A2\) occurs for pixels with )Tj 0.0853 Tw 18.55 0 Td (high soybean percentage)Tj 0.0004 Tc 0.0821 Tw 10.05 0 Td (, only in a specific )Tj 0.0002 Tc 0.0789 Tw -30.1 -1.15 Td [(period which coincides with the m)8(a)-6(xim)8(u)-5(m)8( soybean)]TJ 0.0009 Tc 0.0753 Tw 21.08 0 Td ( growth stage, the re)Tj 0.0003 Tc 0.0797 Tw 8.45 0 Td [(sults from)8( our study )]TJ 0.0007 Tc 0.0059 Tw -29.53 -1.15 Td (indicate that those retrievals )Tj -0.0003 Tc 0.0103 Tw 11.54 0 Td (are closely related to the soybean)Tj 13.34 0 Td ( areas. Besides, their occurrence )Tj 0.001 Tc 0.339 Tw -24.88 -1.15 Td [(appears)5( not to be)5( dire)5(ctly)6( re)5(lated)6( to an)6( eve)5(n)1(tual m)9(i)-1(sclassif)4(i)-1(ca)5(tion)6( in )]TJ /TT14 1 Tf 0.0002 Tc 0 Tw 30.91 0 Td (landcover)Tj /TT13 1 Tf -0.0018 Tc 0.3418 Tw 4 0 Td ( input. )Tj 0.0001 Tc 0.2549 Tw -34.91 -1.15 Td (Therefore, the Collection 4 MOD15A2 product )Tj 0.0006 Tc 0.2527 Tw 20.72 0 Td (is not suitable to )Tj -0.0001 Tc 7.855 0 Td [(m)8(o)-5(nitor LAI seasonal )]TJ 0.0002 Tc 0.0798 Tw -28.575 -1.15 Td (changes over soybean areas. Thus, more effort )Tj 19.425 0 Td [(must be foc)-6(used on validating the product in )]TJ -0.0002 Tw -19.425 -1.15 Td (further studies. )Tj /TT12 1 Tf 0 -2.16 TD (5. References )Tj /TT13 1 Tf -0.0012 Tc 0.2362 Tw 10.02 0 0 10.02 70.92 571.5803 Tm [(Kn)-4(yazikh)-4(in, )6(Y.; Marton)-4(ch)-4(i)7(k)-4(, J.V.; Di)7(n)-4(er, )6(D. J.; Myn)-4(e)6(n)-4(i)]TJ -0.0005 Tc 0.2355 Tw 23.8383 0 Td [(, R. B.; )6(Verstraete, M. M)8(.)]TJ -0.0018 Tc 0.2368 Tw 11.4012 0 Td [(; Pin)-5(t)1(y, B.; )6(Go)-5(bro)-5(n)1(, N. )]TJ 0.0015 Tc 0.1677 Tw -35.2395 -1.1497 Td [(Est)4(i)-2(m)13(a)2(t)4(i)4(on of)5( )6(veget)4(a)2(t)4(i)4(o)5(n ca)8(n)5(opy)5( l)4(e)2(a)8(f)-1( a)8(r)-1(ea )6(i)4(nde)8(x a)8(n)5(d f)5(r)-1(ac)8(t)4(i)4(on )6(of)5( ab)5(so)5(rb)5(ed )6(ph)5(ot)10(osy)5(n)-1(t)4(h)5(et)4(i)4(cal)4(l)4(y)5( acti)4(v)-1(e ra)8(di)4(at)4(i)4(o)5(n)5( )]TJ 0.0014 Tc 0.0001 Tw 0 -1.1437 TD [(fr)5(om)13( atm)13(o)-2(sphe)8(re-c)8(or)5(rect)4(ed)4( M)4(I)-1(SR)4( )6(dat)4(a)2(, )]TJ /TT12 1 Tf 0.0016 Tc -0.0061 Tw 15.9341 0 Td [(J. G)7(e)2(oph)7(y)-1(s.)6( )-6(Re)8(s)]TJ /TT13 1 Tf 0.0026 Tc -0.0071 Tw 6.7665 0 Td [(.,)7( 10)6(3:)5( 32)6(2)6(39)6(-)6(32)6(25)6(6,)7( )-6(1)6(9)6(98a)9(. )]TJ 0.0018 Tc 0.1973 Tw -22.7006 -1.7485 Td [(Kny)5(azi)4(k)5(h)-1(i)4(n)5(, Y)5(.;)4( M)5(a)3(rt)4(onc)9(hi)4(k,)6( J. V.;)4( M)5(y)5(nen)5(i)4(, R)4(. B)4(.;)4( Di)4(ner, D. J.;)4( R)4(u)5(nn)5(i)4(ng, S)7(. )6(W)-6(. Sy)11(ner)6(g)-1(i)4(s)2(t)4(i)4(c)3( al)4(gor)6(i)4(t)4(h)-7(m)13( for )]TJ 0.0014 Tc 0.0899 Tw 0 -1.1497 TD [(est)4(i)-2(m)13(a)2(ti)4(ng ve)8(g)4(e)2(t)4(a)2(t)4(i)4(on cano)4(p)-2(y)10( l)4(eaf area i)4(nde)8(x an)4(d fract)4(i)4(o)4(n of ab)4(so)4(rbe)8(d)-2( p)4(h)4(o)-2(t)4(o)-2(sy)10(nt)4(het)4(i)4(cal)4(l)4(y)4( act)4(i)4(v)-2(e radi)4(at)4(ion f)5(r)5(o)-8(m)7( )]TJ 0.0004 Tc 0.0011 Tw 0 -1.1437 TD [(MODIS a)7(n)3(d M)9(I)-2(SR )6(data, )]TJ /TT12 1 Tf 0.0016 Tc -0.0061 Tw 10.006 0 Td [(J. G)7(e)2(oph)7(y)-1(s.)6( )-6(Re)8(s)]TJ /TT13 1 Tf 0.0025 Tc -0.007 Tw 6.7665 0 Td [(.,)7( 10)6(3:)5( 32)6(2)6(57)6(-)6(32)6(27)6(5,)7( )-6(1)6(9)6(98)6(b. )]TJ -0.0007 Tc 0.0381 Tw -16.7724 -6.9341 Td [(Myn)-4(en)-4(i)2(, R.B.; )6(Hoffm)11(an)-4(, S.; )6(Kn)-4(yazikh)-4(in, Y.; Priv)-4(ette, J.L.)]TJ 23.4132 0 Td [(; Glassy, J.; Tian)-4(, Y.; )6(W)-9(a)6(n)-4(g)2(, )6(Y.; Song)-4(, )6(X.; Zh)-4(an)-4(g, Y.; )]TJ 0.0015 Tc 0.0659 Tw -23.4132 -1.1497 Td [(Sm)7(i)4(t)4(h)-1(, G.R)4(.;)4( Lot)4(s)1(ch)5(, A.;)4( Fri)4(e)8(dl)4(, M)4(.;)4( M)4(o)-1(ri)4(se)8(t)4(t)4(e)2(, J.T.;)4( Vot)4(a)2(v)5(a)2(, P.;)4( Nem)13(a)2(ni)4(, R)4(.R)4(.;)4( R)4(unni)10(n)5(g)-1(, S.)6(W. )6(Gl)4(o)5(b)-1(al)4( pro)5(d)5(u)-1(ct)4(s)7( )]TJ 0.002 Tc 0.0115 Tw 0 -1.1497 TD [(of)6( ve)9(get)4(a)3(t)4(i)4(o)-1(n)5( l)4(eaf are)9(a)3( a)9(n)-1(d)5( f)6(r)6(act)4(i)4(on a)9(b)-1(s)8(o)-1(r)6(b)-1(e)9(d)-1( P)7(AR)4( )6(fr)6(om)13( y)5(e)-3(ar )6(one)9( o)5(f M)11(O)6(DIS)7( )6(dat)4(a)]TJ /TT14 1 Tf 0 Tc 0 Tw 32.4371 0 Td ( )Tj /TT12 1 Tf 0.0003 Tc 0.0132 Tw 0.2635 0 Td [(Rem)7(o)-3(te)7( Sensin)6(g E)9(nviron)]TJ /TT14 1 Tf 0 Tc 0 Tw 10.5629 0 Td (.)Tj /TT13 1 Tf -0.0038 Tc 0.0173 Tw 0.2515 0 Td [(, 91)-7(,)7( )]TJ -0.0026 Tc -0.0019 Tw -43.515 -1.1437 Td [(1)-6(14-)-5(127)-6(, 20)-6(02)-6(. )-6( )]TJ 0.0014 Tc 0.0121 Tw 0 -1.7485 TD [(M)4(y)4(neni)4(, )-6(R)4(.;)4( K)5(n)-2(y)4(azi)4(khi)10(n, Y.;)4( Gl)4(assy)4(, )-6(J.;)4( Vot)10(a)2(va, P.;)4( )-6(S)7(h)]TJ 0.0012 Tc 0.0123 Tw 22 0 Td [(aba)8(n)-2(o)4(v)-2(, N.)6( )-6(Use)8(r)-1(')8(s)1( )-6(Gui)10(d)-2(e )-6(FP)7(AR, LAI \(ES)7(D)-1(T: M)4(O)-1(D)5(1)-2(5)4(A)5(2\))11( )]TJ -0.0019 Tc 0.0034 Tw -22 -1.1497 Td [(8)-5(-)2(d)-5(a)-1(y Co)-5(m)10(p)-5(o)-5(s)-2(i)7(t)1(e N)-4(A)2(SA MOD)-4(I)-4(S Lan)-5(d)1( A)-4(l)7(go)-5(r)-4(ith)-5(m)10(.)-3( p)-5(.)3( 1-)-4(17. 200)-5(3. )]TJ -0.0007 Tc 0.0022 Tw 0 -1.7425 TD (Rizzi, R. )Tj /TT12 1 Tf 0.0003 Tc 0.0012 Tw 3.7725 0 Td [(Geotecnologias em um sistema de estimati)9(va da produ\347)7(\343o de)7( soja)]TJ /TT13 1 Tf 0.0017 Tc -0.0002 Tw 27.7485 0 Td [(:)4( est)4(u)-1(d)5(o)-1( d)5(e)2( caso no R)4(i)4(o )6(Gra)8(n)5(de do)11( )]TJ -0.001 Tc 0.0684 Tw -31.521 -1.1497 Td [(Su)-4(l. 200)-4(4-0)-4(4)2(-30)-4(.)-2( \(INPE--TDI/\). Tese )]TJ 15.3892 0 Td [(\(Dou)-4(t)7(o)-4(rado)-4( em Sen)-4(s)5(o)-4(r)-3(iam)10(en)-4(t)1(o)-4( Rem)10(o)-4(to)-4(\) - In)-4(stituto)-4( Nacion)-4(al d)-4(e)6( Pesqu)-4(i)1(sas )]TJ -0.0001 Tc -0.0044 Tw -15.3892 -1.1497 Td [(Espaciais, S\343o Jos\351 dos )-6(Cam)11(pos. 2004. )]TJ -0.0013 Tc 0.0926 Tw T* [(Tan)-4(,)-3( )-6(B.; Hu)-4(ang)-4(,)-3( D.; )-6(Hu)-4(, J.; Yang)-4(, W.; )-6(Zh)-4(an)-4(g, )]TJ 0.0014 Tc 0.0959 Tw 19.3413 0 Td [(P.;)4( S)7(h)-2(a)8(b)-2(an)4(ov)4(, N)5(.V)5(.;)4( K)5(n)-2(y)4(azi)4(khi)4(n)4(, Y)5(.;)4( M)4(y)4(neni)4(, R)4(.B)4(.)]TJ /TT12 1 Tf 0 Tc 0 Tw 20.9162 0 Td ( )Tj /TT13 1 Tf -0.0019 Tc 0.0992 Tw 0.3413 0 Td [(An)-5(alysis o)-5(f)8( )]TJ 0.0013 Tc 0.1798 Tw -40.5988 -1.1497 Td [(M)4(O)-1(D)5(I)-1(S Leaf )6(Area I)5(n)4(dex R)10(e)2(t)4(r)-1(i)4(e)2(val)4(s)1( o)4(v)-2(er )6(B)4(r)-1(oa)8(dl)4(eaf C)4(r)5(o)4(p)-2(s as a Fu)4(nct)4(i)4(on )6(of M)4(o)4(del)4( )6(and )6(In)4(p)4(u)-2(t)4( Unc)8(e)2(rt)4(ai)4(nt)4(i)4(e)2(s. )]TJ /TT12 1 Tf 0 Tc -0.0045 Tw 0 -1.1497 TD [(Photogr)7(a)-3(mme)7(tric )-6(Enginee)7(r)1(ing an)5(d Remote )-6(Sensin)5(g)]TJ /TT13 1 Tf -0.0024 Tc 0.0039 Tw 21.9042 0 Td [(. Submit)-6(ted)-5( fo)-5(r)-5( )6(pub)-5(licatio)-5(n)-5(.)-4( )6(2)-5(004)-5(. )]TJ 0.0003 Tc 0.1449 Tw -21.9042 -1.7425 Td [(Wan)3(g)-3(, )6(Y.; Tia)7(n)-3(, )6(Y.; Zha)7(n)3(g, )6(Y.; El-Sale)7(o)-3(u)3(s)6(, N.; )6(Kny)3(azik)3(h)]TJ 0.0018 Tc 0.1434 Tw 24.1198 0 Td [(i)4(n)-1(, )6(Y.;)4( )6(Verm)7(ot)4(e, E.;)4( M)5(y)5(ne)9(ni)4(, R)4(.B)4(. I)6(n)5(vest)10(i)4(g)-1(at)4(i)4(on )6(of)6( )]TJ -0.0001 Tc 0.2531 Tw -24.1198 -1.1497 Td [(product accuracy as a func)7(tion of )]TJ -0.0005 Tc 0.2535 Tw 15.0539 0 Td [(input and m)11(odel uncertainties: Ca)-6(se)]TJ -0.0002 Tc 0.2532 Tw 15.3234 0 Td [( study with Sea)7(W)-8(iFS and MODIS)11( )]TJ 0.001 Tc -0.0055 Tw -30.3772 -1.1497 Td [(LAI/F)6(PAR Al)9(go)4(rithm)12(. )]TJ /TT12 1 Tf 0.0004 Tc 0.0011 Tw 9.3413 0 Td [(Rem)7(o)-3(te)7( Sensin)6(g E)9(nviron)]TJ /TT13 1 Tf -0.0019 Tc 0.0034 Tw 10.5389 0 Td [(., 78)-5(, 296)-5(-31)-5(1)1(, )6(2)-5(001)-5(. )]TJ 0.0016 Tc -0.0001 Tw -19.8802 -1.7425 Td [(Wan)5(g)-1(, )6(Y.;)4( )6(Wo)11(odc)8(oc)8(k, C)4(.E)8(.;)4( )6(B)4(u)-1(erm)13(a)2(nn, )6(W.;)10( St)4(enbe)8(r)5(g)-1(, P)7(.;)4( Voi)10(p)-1(i)4(o)-1(, )6(P.;)4( Sm)13(ol)4(an)5(der)5(, H)5(.;)4( H)5(a)14(\250)-25(m)13(e, )6(T.;)4( Ti)4(an)5(,)6( Y.;)4( H)5(u)-1(, )6(J.; )]TJ 0.0013 Tc 0.102 Tw T* [(Kny)4(azi)4(k)4(h)-2(i)4(n)4(, Y)5(.;)4( M)4(y)4(neni)4(, R)4(.B)4(. Eval)4(uat)4(i)4(o)4(n )6(of t)4(h)-2(e M)4(O)5(D)5(I)-1(S)7( LAI al)4(g)4(o)-2(ri)4(t)4(h)4(m)7( at a coni)4(fer)5(ous )6(fo)4(rest)4( si)4(t)4(e)2( i)4(n)-2( Fi)4(nl)4(an)4(d.)]TJ /TT14 1 Tf 0 Tc 0 Tw 45.2635 0 Td ( )Tj /TT12 1 Tf 0.0004 Tc -0.0049 Tw -45.2635 -1.1497 Td [(Rem)7(o)-3(te Sensi)9(ng )-6(En)6(vir)7(o)-3(n)]TJ /TT13 1 Tf -0.0017 Tc -0.0028 Tw 10.5389 0 Td [(., 91)-5(, 11)-5(4-1)-5(2)1(7)-5(,)3( )-6(200)-5(4. )-6( )]TJ -0.0001 Tc 0.0136 Tw -10.5389 -1.7425 Td [(Yang, )6(W.; Stroeve, J.C.; Shab)]TJ -0.0011 Tc 0.0146 Tw 12.0719 0 Td [(an)-4(ov)-4(, )6(N.V.; Hu)-4(ang)-4(,)-3( )6(D.; Tan)-4(,)-3( )6(B.; Zh)-4(ang)-4(,)-3( P.; )6(Kn)-4(yazikh)-4(in, Y.; Myn)-4(en)-4(i)1(,R.B. An)-4(alysis )]TJ 0.0017 Tc 0.1914 Tw -12.0719 -1.1497 Td [(of Gl)10(obal)4( M)5(O)5(DIS Lea)8(f)-1( A)5(r)-1(e)8(a)2( Inde)8(x an)5(d F)7(r)-1(act)4(i)4(on )6(Abs)8(o)5(r)5(b)-1(ed P)7(A)-1(R)4( Ti)4(m)7(e)2( Seri)4(es Dat)4(a)2( fr)5(om)13( February)11( 20)5(00 t)4(o)-1( )]TJ 0.0002 Tc 0.0013 Tw 0 -1.1437 TD [(Decem)12(ber 2003. )]TJ /TT12 1 Tf 0.0016 Tc -0.0001 Tw 6.8443 0 Td [(J.)6( Ge)8(oph)7(y)-1(s)8(.)6( Res)]TJ /TT13 1 Tf -0.0038 Tc -0.0007 Tw 6.7665 0 Td [(.,)-5( 2)-7(004)-7(.)-5( )]TJ 0 g ET /GS9 gs BT /T1_4 9 Tf 0 Tc 0 Tw 1 0 0 1 289.994 28.8 Tm (260)Tj ET endstream endobj 332 0 obj 9557 endobj 333 0 obj << /Length 334 0 R >> stream /CS10 cs 0 0 0 sc 1 i /RelativeColorimetric ri /GS10 gs BT /TT15 1 Tf 12 0 0 12 70.92 731.6003 Tm (4. Conclusion )Tj /TT16 1 Tf -0.0002 Tc 0.0392 Tw 0 -1.64 TD [(Since the high relative f)8(r)-2(equency of )]TJ /TT17 1 Tf 0.0385 Tw 14.775 0 Td (Standard fill value 255)Tj /TT16 1 Tf 0.0011 Tc 0.0364 Tw 9.31 0 Td [( r)4(etr)4(ievals in)6( )]TJ /TT17 1 Tf 0.0004 Tc 0.0396 Tw 5.355 0 Td (Collection 4)Tj /TT16 1 Tf 0 Tc 0 Tw 4.955 0 Td ( )Tj /TT17 1 Tf -0.0001 Tc 0.29 0 Td (MODIS )Tj -0.001 Tc -34.685 -1.15 Td (LAI)Tj /TT16 1 Tf -0.0004 Tc 0.0854 Tw 1.5 0 Td ( product \(MOD15A2\) occurs for pixels with )Tj 0.0853 Tw 18.55 0 Td (high soybean percentage)Tj 0.0004 Tc 0.0821 Tw 10.05 0 Td (, only in a specific )Tj 0.0002 Tc 0.0789 Tw -30.1 -1.15 Td [(period which coincides with the m)8(a)-6(xim)8(u)-5(m)8( soybean)]TJ 0.0009 Tc 0.0753 Tw 21.08 0 Td ( growth stage, the re)Tj 0.0003 Tc 0.0797 Tw 8.45 0 Td [(sults from)8( our study )]TJ 0.0007 Tc 0.0059 Tw -29.53 -1.15 Td (indicate that those retrievals )Tj -0.0003 Tc 0.0103 Tw 11.54 0 Td (are closely related to the soybean)Tj 13.34 0 Td ( areas. Besides, their occurrence )Tj 0.001 Tc 0.339 Tw -24.88 -1.15 Td [(appears)5( not to be)5( dire)5(ctly)6( re)5(lated)6( to an)6( eve)5(n)1(tual m)9(i)-1(sclassif)4(i)-1(ca)5(tion)6( in )]TJ /TT17 1 Tf 0.0002 Tc 0 Tw 30.91 0 Td (landcover)Tj /TT16 1 Tf -0.0018 Tc 0.3418 Tw 4 0 Td ( input. )Tj 0.0001 Tc 0.2549 Tw -34.91 -1.15 Td (Therefore, the Collection 4 MOD15A2 product )Tj 0.0006 Tc 0.2527 Tw 20.72 0 Td (is not suitable to )Tj -0.0001 Tc 7.855 0 Td [(m)8(o)-5(nitor LAI seasonal )]TJ 0.0002 Tc 0.0798 Tw -28.575 -1.15 Td (changes over soybean areas. Thus, more effort )Tj 19.425 0 Td [(must be foc)-6(used on validating the product in )]TJ -0.0002 Tw -19.425 -1.15 Td (further studies. )Tj /TT15 1 Tf 0 -2.16 TD (5. References )Tj /TT16 1 Tf -0.0012 Tc 0.2362 Tw 10.02 0 0 10.02 70.92 571.5803 Tm [(Kn)-4(yazikh)-4(in, )6(Y.; Marton)-4(ch)-4(i)7(k)-4(, J.V.; Di)7(n)-4(er, )6(D. J.; Myn)-4(e)6(n)-4(i)]TJ -0.0005 Tc 0.2355 Tw 23.8383 0 Td [(, R. B.; )6(Verstraete, M. M)8(.)]TJ -0.0018 Tc 0.2368 Tw 11.4012 0 Td [(; Pin)-5(t)1(y, B.; )6(Go)-5(bro)-5(n)1(, N. )]TJ 0.0015 Tc 0.1677 Tw -35.2395 -1.1497 Td [(Est)4(i)-2(m)13(a)2(t)4(i)4(on of)5( )6(veget)4(a)2(t)4(i)4(o)5(n ca)8(n)5(opy)5( l)4(e)2(a)8(f)-1( a)8(r)-1(ea )6(i)4(nde)8(x a)8(n)5(d f)5(r)-1(ac)8(t)4(i)4(on )6(of)5( ab)5(so)5(rb)5(ed )6(ph)5(ot)10(osy)5(n)-1(t)4(h)5(et)4(i)4(cal)4(l)4(y)5( acti)4(v)-1(e ra)8(di)4(at)4(i)4(o)5(n)5( )]TJ 0.0014 Tc 0.0001 Tw 0 -1.1437 TD [(fr)5(om)13( atm)13(o)-2(sphe)8(re-c)8(or)5(rect)4(ed)4( M)4(I)-1(SR)4( )6(dat)4(a)2(, )]TJ /TT15 1 Tf 0.0016 Tc -0.0061 Tw 15.9341 0 Td [(J. G)7(e)2(oph)7(y)-1(s.)6( )-6(Re)8(s)]TJ /TT16 1 Tf 0.0026 Tc -0.0071 Tw 6.7665 0 Td [(.,)7( 10)6(3:)5( 32)6(2)6(39)6(-)6(32)6(25)6(6,)7( )-6(1)6(9)6(98a)9(. )]TJ 0.0018 Tc 0.1973 Tw -22.7006 -1.7485 Td [(Kny)5(azi)4(k)5(h)-1(i)4(n)5(, Y)5(.;)4( M)5(a)3(rt)4(onc)9(hi)4(k,)6( J. V.;)4( M)5(y)5(nen)5(i)4(, R)4(. B)4(.;)4( Di)4(ner, D. J.;)4( R)4(u)5(nn)5(i)4(ng, S)7(. )6(W)-6(. Sy)11(ner)6(g)-1(i)4(s)2(t)4(i)4(c)3( al)4(gor)6(i)4(t)4(h)-7(m)13( for )]TJ 0.0014 Tc 0.0899 Tw 0 -1.1497 TD [(est)4(i)-2(m)13(a)2(ti)4(ng ve)8(g)4(e)2(t)4(a)2(t)4(i)4(on cano)4(p)-2(y)10( l)4(eaf area i)4(nde)8(x an)4(d fract)4(i)4(o)4(n of ab)4(so)4(rbe)8(d)-2( p)4(h)4(o)-2(t)4(o)-2(sy)10(nt)4(het)4(i)4(cal)4(l)4(y)4( act)4(i)4(v)-2(e radi)4(at)4(ion f)5(r)5(o)-8(m)7( )]TJ -0.0007 Tc 0.0381 Tw 0.0001 -8.0778 Td [(Myn)-4(en)-4(i)2(, R.B.; )6(Hoffm)11(an)-4(, S.; )6(Kn)-4(yazikh)-4(in, Y.; Priv)-4(ette, J.L.)]TJ 23.4132 0 Td [(; Glassy, J.; Tian)-4(, Y.; )6(W)-9(a)6(n)-4(g)2(, )6(Y.; Song)-4(, )6(X.; Zh)-4(an)-4(g, Y.; )]TJ 0.0015 Tc 0.0659 Tw -23.4132 -1.1497 Td [(Sm)7(i)4(t)4(h)-1(, G.R)4(.;)4( Lot)4(s)1(ch)5(, A.;)4( Fri)4(e)8(dl)4(, M)4(.;)4( M)4(o)-1(ri)4(se)8(t)4(t)4(e)2(, J.T.;)4( Vot)4(a)2(v)5(a)2(, P.;)4( Nem)13(a)2(ni)4(, R)4(.R)4(.;)4( R)4(unni)10(n)5(g)-1(, S.)6(W. )6(Gl)4(o)5(b)-1(al)4( pro)5(d)5(u)-1(ct)4(s)7( )]TJ 0.002 Tc 0.0115 Tw T* [(of)6( ve)9(get)4(a)3(t)4(i)4(o)-1(n)5( l)4(eaf are)9(a)3( a)9(n)-1(d)5( f)6(r)6(act)4(i)4(on a)9(b)-1(s)8(o)-1(r)6(b)-1(e)9(d)-1( P)7(AR)4( )6(fr)6(om)13( y)5(e)-3(ar )6(one)9( o)5(f M)11(O)6(DIS)7( )6(dat)4(a)]TJ /TT17 1 Tf 0 Tc 0 Tw 32.4371 0 Td ( )Tj /TT15 1 Tf 0.0003 Tc 0.0132 Tw 0.2635 0 Td [(Rem)7(o)-3(te)7( Sensin)6(g E)9(nviron)]TJ /TT17 1 Tf 0 Tc 0 Tw 10.5629 0 Td (.)Tj /TT16 1 Tf -0.0038 Tc 0.0173 Tw 0.2515 0 Td [(, 91)-7(,)7( )]TJ -0.0026 Tc -0.0019 Tw -43.515 -1.1437 Td [(1)-6(14-)-5(127)-6(, 20)-6(02)-6(. )-6( )]TJ 0.0014 Tc 0.0121 Tw 0 -1.7485 TD [(M)4(y)4(neni)4(, )-6(R)4(.;)4( K)5(n)-2(y)4(azi)4(khi)10(n, Y.;)4( Gl)4(assy)4(, )-6(J.;)4( Vot)10(a)2(va, P.;)4( )-6(S)7(h)]TJ 0.0012 Tc 0.0123 Tw 22 0 Td [(aba)8(n)-2(o)4(v)-2(, N.)6( )-6(Use)8(r)-1(')8(s)1( )-6(Gui)10(d)-2(e )-6(FP)7(AR, LAI \(ES)7(D)-1(T: M)4(O)-1(D)5(1)-2(5)4(A)5(2\))11( )]TJ -0.0019 Tc 0.0034 Tw -22 -1.1497 Td [(8)-5(-)2(d)-5(a)-1(y Co)-5(m)10(p)-5(o)-5(s)-2(i)7(t)1(e N)-4(A)2(SA MOD)-4(I)-4(S Lan)-5(d)1( A)-4(l)7(go)-5(r)-4(ith)-5(m)10(.)-3( p)-5(.)3( 1-)-4(17. 200)-5(3. )]TJ -0.0007 Tc 0.0022 Tw 0 -1.7425 TD (Rizzi, R. )Tj /TT15 1 Tf 0.0003 Tc 0.0012 Tw 3.7725 0 Td [(Geotecnologias em um sistema de estimati)9(va da produ\347)7(\343o de)7( soja)]TJ /TT16 1 Tf 0.0017 Tc -0.0002 Tw 27.7485 0 Td [(:)4( est)4(u)-1(d)5(o)-1( d)5(e)2( caso no R)4(i)4(o )6(Gra)8(n)5(de do)11( )]TJ -0.001 Tc 0.0684 Tw -31.521 -1.1497 Td [(Su)-4(l. 200)-4(4-0)-4(4)2(-30)-4(.)-2( \(INPE--TDI/\). Tese )]TJ 15.3892 0 Td [(\(Dou)-4(t)7(o)-4(rado)-4( em Sen)-4(s)5(o)-4(r)-3(iam)10(en)-4(t)1(o)-4( Rem)10(o)-4(to)-4(\) - In)-4(stituto)-4( Nacion)-4(al d)-4(e)6( Pesqu)-4(i)1(sas )]TJ -0.0001 Tc -0.0044 Tw -15.3892 -1.1497 Td [(Espaciais, S\343o Jos\351 dos )-6(Cam)11(pos. 2004. )]TJ -0.0013 Tc 0.0926 Tw T* [(Tan)-4(,)-3( )-6(B.; Hu)-4(ang)-4(,)-3( D.; )-6(Hu)-4(, J.; Yang)-4(, W.; )-6(Zh)-4(an)-4(g, )]TJ 0.0014 Tc 0.0959 Tw 19.3413 0 Td [(P.;)4( S)7(h)-2(a)8(b)-2(an)4(ov)4(, N)5(.V)5(.;)4( K)5(n)-2(y)4(azi)4(khi)4(n)4(, Y)5(.;)4( M)4(y)4(neni)4(, R)4(.B)4(.)]TJ /TT15 1 Tf 0 Tc 0 Tw 20.9162 0 Td ( )Tj /TT16 1 Tf -0.0019 Tc 0.0992 Tw 0.3413 0 Td [(An)-5(alysis o)-5(f)8( )]TJ 0.0013 Tc 0.1798 Tw -40.5988 -1.1497 Td [(M)4(O)-1(D)5(I)-1(S Leaf )6(Area I)5(n)4(dex R)10(e)2(t)4(r)-1(i)4(e)2(val)4(s)1( o)4(v)-2(er )6(B)4(r)-1(oa)8(dl)4(eaf C)4(r)5(o)4(p)-2(s as a Fu)4(nct)4(i)4(on )6(of M)4(o)4(del)4( )6(and )6(In)4(p)4(u)-2(t)4( Unc)8(e)2(rt)4(ai)4(nt)4(i)4(e)2(s. )]TJ /TT15 1 Tf 0 Tc -0.0045 Tw 0 -1.1497 TD [(Photogr)7(a)-3(mme)7(tric )-6(Enginee)7(r)1(ing an)5(d Remote )-6(Sensin)5(g)]TJ /TT16 1 Tf -0.0024 Tc 0.0039 Tw 21.9042 0 Td [(. Submit)-6(ted)-5( fo)-5(r)-5( )6(pub)-5(licatio)-5(n)-5(.)-4( )6(2)-5(004)-5(. )]TJ 0.0003 Tc 0.1449 Tw -21.9042 -1.7425 Td [(Wan)3(g)-3(, )6(Y.; Tia)7(n)-3(, )6(Y.; Zha)7(n)3(g, )6(Y.; El-Sale)7(o)-3(u)3(s)6(, N.; )6(Kny)3(azik)3(h)]TJ 0.0018 Tc 0.1434 Tw 24.1198 0 Td [(i)4(n)-1(, )6(Y.;)4( )6(Verm)7(ot)4(e, E.;)4( M)5(y)5(ne)9(ni)4(, R)4(.B)4(. I)6(n)5(vest)10(i)4(g)-1(at)4(i)4(on )6(of)6( )]TJ -0.0001 Tc 0.2531 Tw -24.1198 -1.1497 Td [(product accuracy as a func)7(tion of )]TJ -0.0005 Tc 0.2535 Tw 15.0539 0 Td [(input and m)11(odel uncertainties: Ca)-6(se)]TJ -0.0002 Tc 0.2532 Tw 15.3234 0 Td [( study with Sea)7(W)-8(iFS and MODIS)11( )]TJ 0.001 Tc -0.0055 Tw -30.3772 -1.1497 Td [(LAI/F)6(PAR Al)9(go)4(rithm)12(. )]TJ /TT15 1 Tf 0.0004 Tc 0.0011 Tw 9.3413 0 Td [(Rem)7(o)-3(te)7( Sensin)6(g E)9(nviron)]TJ /TT16 1 Tf -0.0019 Tc 0.0034 Tw 10.5389 0 Td [(., 78)-5(, 296)-5(-31)-5(1)1(, )6(2)-5(001)-5(. )]TJ 0.0016 Tc -0.0001 Tw -19.8802 -1.7425 Td [(Wan)5(g)-1(, )6(Y.;)4( )6(Wo)11(odc)8(oc)8(k, C)4(.E)8(.;)4( )6(B)4(u)-1(erm)13(a)2(nn, )6(W.;)10( St)4(enbe)8(r)5(g)-1(, P)7(.;)4( Voi)10(p)-1(i)4(o)-1(, )6(P.;)4( Sm)13(ol)4(an)5(der)5(, H)5(.;)4( H)5(a)14(\250)-25(m)13(e, )6(T.;)4( Ti)4(an)5(,)6( Y.;)4( H)5(u)-1(, )6(J.; )]TJ 0.0013 Tc 0.102 Tw T* [(Kny)4(azi)4(k)4(h)-2(i)4(n)4(, Y)5(.;)4( M)4(y)4(neni)4(, R)4(.B)4(. Eval)4(uat)4(i)4(o)4(n )6(of t)4(h)-2(e M)4(O)5(D)5(I)-1(S)7( LAI al)4(g)4(o)-2(ri)4(t)4(h)4(m)7( at a coni)4(fer)5(ous )6(fo)4(rest)4( si)4(t)4(e)2( i)4(n)-2( Fi)4(nl)4(an)4(d.)]TJ /TT17 1 Tf 0 Tc 0 Tw 45.2635 0 Td ( )Tj /TT15 1 Tf 0.0004 Tc -0.0049 Tw -45.2635 -1.1497 Td [(Rem)7(o)-3(te Sensi)9(ng )-6(En)6(vir)7(o)-3(n)]TJ /TT16 1 Tf -0.0017 Tc -0.0028 Tw 10.5389 0 Td [(., 91)-5(, 11)-5(4-1)-5(2)1(7)-5(,)3( )-6(200)-5(4. )-6( )]TJ -0.0001 Tc 0.0136 Tw -10.5389 -1.7425 Td [(Yang, )6(W.; Stroeve, J.C.; Shab)]TJ -0.0011 Tc 0.0146 Tw 12.0719 0 Td [(an)-4(ov)-4(, )6(N.V.; Hu)-4(ang)-4(,)-3( )6(D.; Tan)-4(,)-3( )6(B.; Zh)-4(ang)-4(,)-3( P.; )6(Kn)-4(yazikh)-4(in, Y.; Myn)-4(en)-4(i)1(,R.B. An)-4(alysis )]TJ 0.0017 Tc 0.1914 Tw -12.0719 -1.1497 Td [(of Gl)10(obal)4( M)5(O)5(DIS Lea)8(f)-1( A)5(r)-1(e)8(a)2( Inde)8(x an)5(d F)7(r)-1(act)4(i)4(on )6(Abs)8(o)5(r)5(b)-1(ed P)7(A)-1(R)4( Ti)4(m)7(e)2( Seri)4(es Dat)4(a)2( fr)5(om)13( February)11( 20)5(00 t)4(o)-1( )]TJ 0.0002 Tc 0.0013 Tw 0 -1.1437 TD [(Decem)12(ber 2003. )]TJ /TT15 1 Tf 0.0016 Tc -0.0001 Tw 6.8443 0 Td [(J.)6( Ge)8(oph)7(y)-1(s)8(.)6( Res)]TJ /TT16 1 Tf -0.0038 Tc -0.0007 Tw 6.7665 0 Td [(.,)-5( 2)-7(004)-7(.)-5( )]TJ 0 g ET /GS11 gs BT /T1_5 9 Tf 0 Tc 0 Tw 1 0 0 1 289.994 28.8 Tm (260)Tj ET endstream endobj 334 0 obj 9261 endobj 335 0 obj << /Length 336 0 R >> stream /CS12 cs 0 0 0 sc 1 i /RelativeColorimetric ri /GS12 gs BT /TT18 1 Tf 12 0 0 12 70.92 731.6003 Tm (4. Conclusion )Tj /TT19 1 Tf -0.0002 Tc 0.0392 Tw 0 -1.64 TD [(Since the high relative f)8(r)-2(equency of )]TJ /TT20 1 Tf 0.0385 Tw 14.775 0 Td (Standard fill value 255)Tj /TT19 1 Tf 0.0011 Tc 0.0364 Tw 9.31 0 Td [( r)4(etr)4(ievals in)6( )]TJ /TT20 1 Tf 0.0004 Tc 0.0396 Tw 5.355 0 Td (Collection 4)Tj /TT19 1 Tf 0 Tc 0 Tw 4.955 0 Td ( )Tj /TT20 1 Tf -0.0001 Tc 0.29 0 Td (MODIS )Tj -0.001 Tc -34.685 -1.15 Td (LAI)Tj /TT19 1 Tf -0.0004 Tc 0.0854 Tw 1.5 0 Td ( product \(MOD15A2\) occurs for pixels with )Tj 0.0853 Tw 18.55 0 Td (high soybean percentage)Tj 0.0004 Tc 0.0821 Tw 10.05 0 Td (, only in a specific )Tj 0.0002 Tc 0.0789 Tw -30.1 -1.15 Td [(period which coincides with the m)8(a)-6(xim)8(u)-5(m)8( soybean)]TJ 0.0009 Tc 0.0753 Tw 21.08 0 Td ( growth stage, the re)Tj 0.0003 Tc 0.0797 Tw 8.45 0 Td [(sults from)8( our study )]TJ 0.0007 Tc 0.0059 Tw -29.53 -1.15 Td (indicate that those retrievals )Tj -0.0003 Tc 0.0103 Tw 11.54 0 Td (are closely related to the soybean)Tj 13.34 0 Td ( areas. Besides, their occurrence )Tj 0.001 Tc 0.339 Tw -24.88 -1.15 Td [(appears)5( not to be)5( dire)5(ctly)6( re)5(lated)6( to an)6( eve)5(n)1(tual m)9(i)-1(sclassif)4(i)-1(ca)5(tion)6( in )]TJ /TT20 1 Tf 0.0002 Tc 0 Tw 30.91 0 Td (landcover)Tj /TT19 1 Tf -0.0018 Tc 0.3418 Tw 4 0 Td ( input. )Tj 0.0001 Tc 0.2549 Tw -34.91 -1.15 Td (Therefore, the Collection 4 MOD15A2 product )Tj 0.0006 Tc 0.2527 Tw 20.72 0 Td (is not suitable to )Tj -0.0001 Tc 7.855 0 Td [(m)8(o)-5(nitor LAI seasonal )]TJ 0.0002 Tc 0.0798 Tw -28.575 -1.15 Td (changes over soybean areas. Thus, more effort )Tj 19.425 0 Td [(must be foc)-6(used on validating the product in )]TJ -0.0002 Tw -19.425 -1.15 Td (further studies. )Tj /TT18 1 Tf 0 -2.16 TD (5. References )Tj /TT19 1 Tf -0.0012 Tc 0.2362 Tw 10.02 0 0 10.02 70.92 571.5803 Tm [(Kn)-4(yazikh)-4(in, )6(Y.; Marton)-4(ch)-4(i)7(k)-4(, J.V.; Di)7(n)-4(er, )6(D. J.; Myn)-4(e)6(n)-4(i)]TJ -0.0005 Tc 0.2355 Tw 23.8383 0 Td [(, R. B.; )6(Verstraete, M. M)8(.)]TJ -0.0018 Tc 0.2368 Tw 11.4012 0 Td [(; Pin)-5(t)1(y, B.; )6(Go)-5(bro)-5(n)1(, N. )]TJ 0.0015 Tc 0.1677 Tw -35.2395 -1.1497 Td [(Est)4(i)-2(m)13(a)2(t)4(i)4(on of)5( )6(veget)4(a)2(t)4(i)4(o)5(n ca)8(n)5(opy)5( l)4(e)2(a)8(f)-1( a)8(r)-1(ea )6(i)4(nde)8(x a)8(n)5(d f)5(r)-1(ac)8(t)4(i)4(on )6(of)5( ab)5(so)5(rb)5(ed )6(ph)5(ot)10(osy)5(n)-1(t)4(h)5(et)4(i)4(cal)4(l)4(y)5( acti)4(v)-1(e ra)8(di)4(at)4(i)4(o)5(n)5( )]TJ 0.0014 Tc 0.0001 Tw 0 -1.1437 TD [(fr)5(om)13( atm)13(o)-2(sphe)8(re-c)8(or)5(rect)4(ed)4( M)4(I)-1(SR)4( )6(dat)4(a)2(, )]TJ /TT18 1 Tf 0.0016 Tc -0.0061 Tw 15.9341 0 Td [(J. G)7(e)2(oph)7(y)-1(s.)6( )-6(Re)8(s)]TJ /TT19 1 Tf 0.0026 Tc -0.0071 Tw 6.7665 0 Td [(.,)7( 10)6(3:)5( 32)6(2)6(39)6(-)6(32)6(25)6(6,)7( )-6(1)6(9)6(98a)9(. )]TJ 0.0018 Tc 0.1973 Tw -22.7006 -1.7485 Td [(Kny)5(azi)4(k)5(h)-1(i)4(n)5(, Y)5(.;)4( M)5(a)3(rt)4(onc)9(hi)4(k,)6( J. V.;)4( M)5(y)5(nen)5(i)4(, R)4(. B)4(.;)4( Di)4(ner, D. J.;)4( R)4(u)5(nn)5(i)4(ng, S)7(. )6(W)-6(. Sy)11(ner)6(g)-1(i)4(s)2(t)4(i)4(c)3( al)4(gor)6(i)4(t)4(h)-7(m)13( for )]TJ -0.0007 Tc 0.0381 Tw 0.0001 -9.2275 Td [(Myn)-4(en)-4(i)2(, R.B.; )6(Hoffm)11(an)-4(, S.; )6(Kn)-4(yazikh)-4(in, Y.; Priv)-4(ette, J.L.)]TJ 23.4132 0 Td [(; Glassy, J.; Tian)-4(, Y.; )6(W)-9(a)6(n)-4(g)2(, )6(Y.; Song)-4(, )6(X.; Zh)-4(an)-4(g, Y.; )]TJ 0.0015 Tc 0.0659 Tw -23.4132 -1.1497 Td [(Sm)7(i)4(t)4(h)-1(, G.R)4(.;)4( Lot)4(s)1(ch)5(, A.;)4( Fri)4(e)8(dl)4(, M)4(.;)4( M)4(o)-1(ri)4(se)8(t)4(t)4(e)2(, J.T.;)4( Vot)4(a)2(v)5(a)2(, P.;)4( Nem)13(a)2(ni)4(, R)4(.R)4(.;)4( R)4(unni)10(n)5(g)-1(, S.)6(W. )6(Gl)4(o)5(b)-1(al)4( pro)5(d)5(u)-1(ct)4(s)7( )]TJ 0.002 Tc 0.0115 Tw 0 -1.1497 TD [(of)6( ve)9(get)4(a)3(t)4(i)4(o)-1(n)5( l)4(eaf are)9(a)3( a)9(n)-1(d)5( f)6(r)6(act)4(i)4(on a)9(b)-1(s)8(o)-1(r)6(b)-1(e)9(d)-1( P)7(AR)4( )6(fr)6(om)13( y)5(e)-3(ar )6(one)9( o)5(f M)11(O)6(DIS)7( )6(dat)4(a)]TJ /TT20 1 Tf 0 Tc 0 Tw 32.4371 0 Td ( )Tj /TT18 1 Tf 0.0003 Tc 0.0132 Tw 0.2635 0 Td [(Rem)7(o)-3(te)7( Sensin)6(g E)9(nviron)]TJ /TT20 1 Tf 0 Tc 0 Tw 10.5629 0 Td (.)Tj /TT19 1 Tf -0.0038 Tc 0.0173 Tw 0.2515 0 Td [(, 91)-7(,)7( )]TJ -0.0026 Tc -0.0019 Tw -43.515 -1.1437 Td [(1)-6(14-)-5(127)-6(, 20)-6(02)-6(. )-6( )]TJ 0.0014 Tc 0.0121 Tw 0 -1.7485 TD [(M)4(y)4(neni)4(, )-6(R)4(.;)4( K)5(n)-2(y)4(azi)4(khi)10(n, Y.;)4( Gl)4(assy)4(, )-6(J.;)4( Vot)10(a)2(va, P.;)4( )-6(S)7(h)]TJ 0.0012 Tc 0.0123 Tw 22 0 Td [(aba)8(n)-2(o)4(v)-2(, N.)6( )-6(Use)8(r)-1(')8(s)1( )-6(Gui)10(d)-2(e )-6(FP)7(AR, LAI \(ES)7(D)-1(T: M)4(O)-1(D)5(1)-2(5)4(A)5(2\))11( )]TJ -0.0019 Tc 0.0034 Tw -22 -1.1497 Td [(8)-5(-)2(d)-5(a)-1(y Co)-5(m)10(p)-5(o)-5(s)-2(i)7(t)1(e N)-4(A)2(SA MOD)-4(I)-4(S Lan)-5(d)1( A)-4(l)7(go)-5(r)-4(ith)-5(m)10(.)-3( p)-5(.)3( 1-)-4(17. 200)-5(3. )]TJ -0.0007 Tc 0.0022 Tw 0 -1.7425 TD (Rizzi, R. )Tj /TT18 1 Tf 0.0003 Tc 0.0012 Tw 3.7725 0 Td [(Geotecnologias em um sistema de estimati)9(va da produ\347)7(\343o de)7( soja)]TJ /TT19 1 Tf 0.0017 Tc -0.0002 Tw 27.7485 0 Td [(:)4( est)4(u)-1(d)5(o)-1( d)5(e)2( caso no R)4(i)4(o )6(Gra)8(n)5(de do)11( )]TJ -0.001 Tc 0.0684 Tw -31.521 -1.1497 Td [(Su)-4(l. 200)-4(4-0)-4(4)2(-30)-4(.)-2( \(INPE--TDI/\). Tese )]TJ 15.3892 0 Td [(\(Dou)-4(t)7(o)-4(rado)-4( em Sen)-4(s)5(o)-4(r)-3(iam)10(en)-4(t)1(o)-4( Rem)10(o)-4(to)-4(\) - In)-4(stituto)-4( Nacion)-4(al d)-4(e)6( Pesqu)-4(i)1(sas )]TJ -0.0001 Tc -0.0044 Tw -15.3892 -1.1497 Td [(Espaciais, S\343o Jos\351 dos )-6(Cam)11(pos. 2004. )]TJ -0.0013 Tc 0.0926 Tw T* [(Tan)-4(,)-3( )-6(B.; Hu)-4(ang)-4(,)-3( D.; )-6(Hu)-4(, J.; Yang)-4(, W.; )-6(Zh)-4(an)-4(g, )]TJ 0.0014 Tc 0.0959 Tw 19.3413 0 Td [(P.;)4( S)7(h)-2(a)8(b)-2(an)4(ov)4(, N)5(.V)5(.;)4( K)5(n)-2(y)4(azi)4(khi)4(n)4(, Y)5(.;)4( M)4(y)4(neni)4(, R)4(.B)4(.)]TJ /TT18 1 Tf 0 Tc 0 Tw 20.9162 0 Td ( )Tj /TT19 1 Tf -0.0019 Tc 0.0992 Tw 0.3413 0 Td [(An)-5(alysis o)-5(f)8( )]TJ 0.0013 Tc 0.1798 Tw -40.5988 -1.1497 Td [(M)4(O)-1(D)5(I)-1(S Leaf )6(Area I)5(n)4(dex R)10(e)2(t)4(r)-1(i)4(e)2(val)4(s)1( o)4(v)-2(er )6(B)4(r)-1(oa)8(dl)4(eaf C)4(r)5(o)4(p)-2(s as a Fu)4(nct)4(i)4(on )6(of M)4(o)4(del)4( )6(and )6(In)4(p)4(u)-2(t)4( Unc)8(e)2(rt)4(ai)4(nt)4(i)4(e)2(s. )]TJ /TT18 1 Tf 0 Tc -0.0045 Tw 0 -1.1497 TD [(Photogr)7(a)-3(mme)7(tric )-6(Enginee)7(r)1(ing an)5(d Remote )-6(Sensin)5(g)]TJ /TT19 1 Tf -0.0024 Tc 0.0039 Tw 21.9042 0 Td [(. Submit)-6(ted)-5( fo)-5(r)-5( )6(pub)-5(licatio)-5(n)-5(.)-4( )6(2)-5(004)-5(. )]TJ 0.0003 Tc 0.1449 Tw -21.9042 -1.7425 Td [(Wan)3(g)-3(, )6(Y.; Tia)7(n)-3(, )6(Y.; Zha)7(n)3(g, )6(Y.; El-Sale)7(o)-3(u)3(s)6(, N.; )6(Kny)3(azik)3(h)]TJ 0.0018 Tc 0.1434 Tw 24.1198 0 Td [(i)4(n)-1(, )6(Y.;)4( )6(Verm)7(ot)4(e, E.;)4( M)5(y)5(ne)9(ni)4(, R)4(.B)4(. I)6(n)5(vest)10(i)4(g)-1(at)4(i)4(on )6(of)6( )]TJ -0.0001 Tc 0.2531 Tw -24.1198 -1.1497 Td [(product accuracy as a func)7(tion of )]TJ -0.0005 Tc 0.2535 Tw 15.0539 0 Td [(input and m)11(odel uncertainties: Ca)-6(se)]TJ -0.0002 Tc 0.2532 Tw 15.3234 0 Td [( study with Sea)7(W)-8(iFS and MODIS)11( )]TJ 0.001 Tc -0.0055 Tw -30.3772 -1.1497 Td [(LAI/F)6(PAR Al)9(go)4(rithm)12(. )]TJ /TT18 1 Tf 0.0004 Tc 0.0011 Tw 9.3413 0 Td [(Rem)7(o)-3(te)7( Sensin)6(g E)9(nviron)]TJ /TT19 1 Tf -0.0019 Tc 0.0034 Tw 10.5389 0 Td [(., 78)-5(, 296)-5(-31)-5(1)1(, )6(2)-5(001)-5(. )]TJ 0.0016 Tc -0.0001 Tw -19.8802 -1.7425 Td [(Wan)5(g)-1(, )6(Y.;)4( )6(Wo)11(odc)8(oc)8(k, C)4(.E)8(.;)4( )6(B)4(u)-1(erm)13(a)2(nn, )6(W.;)10( St)4(enbe)8(r)5(g)-1(, P)7(.;)4( Voi)10(p)-1(i)4(o)-1(, )6(P.;)4( Sm)13(ol)4(an)5(der)5(, H)5(.;)4( H)5(a)14(\250)-25(m)13(e, )6(T.;)4( Ti)4(an)5(,)6( Y.;)4( H)5(u)-1(, )6(J.; )]TJ 0.0013 Tc 0.102 Tw T* [(Kny)4(azi)4(k)4(h)-2(i)4(n)4(, Y)5(.;)4( M)4(y)4(neni)4(, R)4(.B)4(. Eval)4(uat)4(i)4(o)4(n )6(of t)4(h)-2(e M)4(O)5(D)5(I)-1(S)7( LAI al)4(g)4(o)-2(ri)4(t)4(h)4(m)7( at a coni)4(fer)5(ous )6(fo)4(rest)4( si)4(t)4(e)2( i)4(n)-2( Fi)4(nl)4(an)4(d.)]TJ /TT20 1 Tf 0 Tc 0 Tw 45.2635 0 Td ( )Tj /TT18 1 Tf 0.0004 Tc -0.0049 Tw -45.2635 -1.1497 Td [(Rem)7(o)-3(te Sensi)9(ng )-6(En)6(vir)7(o)-3(n)]TJ /TT19 1 Tf -0.0017 Tc -0.0028 Tw 10.5389 0 Td [(., 91)-5(, 11)-5(4-1)-5(2)1(7)-5(,)3( )-6(200)-5(4. )-6( )]TJ -0.0001 Tc 0.0136 Tw -10.5389 -1.7425 Td [(Yang, )6(W.; Stroeve, J.C.; Shab)]TJ -0.0011 Tc 0.0146 Tw 12.0719 0 Td [(an)-4(ov)-4(, )6(N.V.; Hu)-4(ang)-4(,)-3( )6(D.; Tan)-4(,)-3( )6(B.; Zh)-4(ang)-4(,)-3( P.; )6(Kn)-4(yazikh)-4(in, Y.; Myn)-4(en)-4(i)1(,R.B. An)-4(alysis )]TJ 0.0017 Tc 0.1914 Tw -12.0719 -1.1497 Td [(of Gl)10(obal)4( M)5(O)5(DIS Lea)8(f)-1( A)5(r)-1(e)8(a)2( Inde)8(x an)5(d F)7(r)-1(act)4(i)4(on )6(Abs)8(o)5(r)5(b)-1(ed P)7(A)-1(R)4( Ti)4(m)7(e)2( Seri)4(es Dat)4(a)2( fr)5(om)13( February)11( 20)5(00 t)4(o)-1( )]TJ 0.0002 Tc 0.0013 Tw 0 -1.1437 TD [(Decem)12(ber 2003. )]TJ /TT18 1 Tf 0.0016 Tc -0.0001 Tw 6.8443 0 Td [(J.)6( Ge)8(oph)7(y)-1(s)8(.)6( Res)]TJ /TT19 1 Tf -0.0038 Tc -0.0007 Tw 6.7665 0 Td [(.,)-5( 2)-7(004)-7(.)-5( )]TJ 0 g ET /GS13 gs BT /T1_6 9 Tf 0 Tc 0 Tw 1 0 0 1 289.994 28.8 Tm (260)Tj ET endstream endobj 336 0 obj 8969 endobj 337 0 obj << /Length 338 0 R >> stream /CS14 cs 0 0 0 sc 1 i /RelativeColorimetric ri /GS14 gs BT /TT21 1 Tf 12 0 0 12 70.92 731.6003 Tm (4. Conclusion )Tj /TT22 1 Tf -0.0002 Tc 0.0392 Tw 0 -1.64 TD [(Since the high relative f)8(r)-2(equency of )]TJ /TT23 1 Tf 0.0385 Tw 14.775 0 Td (Standard fill value 255)Tj /TT22 1 Tf 0.0011 Tc 0.0364 Tw 9.31 0 Td [( r)4(etr)4(ievals in)6( )]TJ /TT23 1 Tf 0.0004 Tc 0.0396 Tw 5.355 0 Td (Collection 4)Tj /TT22 1 Tf 0 Tc 0 Tw 4.955 0 Td ( )Tj /TT23 1 Tf -0.0001 Tc 0.29 0 Td (MODIS )Tj -0.001 Tc -34.685 -1.15 Td (LAI)Tj /TT22 1 Tf -0.0004 Tc 0.0854 Tw 1.5 0 Td ( product \(MOD15A2\) occurs for pixels with )Tj 0.0853 Tw 18.55 0 Td (high soybean percentage)Tj 0.0004 Tc 0.0821 Tw 10.05 0 Td (, only in a specific )Tj 0.0002 Tc 0.0789 Tw -30.1 -1.15 Td [(period which coincides with the m)8(a)-6(xim)8(u)-5(m)8( soybean)]TJ 0.0009 Tc 0.0753 Tw 21.08 0 Td ( growth stage, the re)Tj 0.0003 Tc 0.0797 Tw 8.45 0 Td [(sults from)8( our study )]TJ 0.0007 Tc 0.0059 Tw -29.53 -1.15 Td (indicate that those retrievals )Tj -0.0003 Tc 0.0103 Tw 11.54 0 Td (are closely related to the soybean)Tj 13.34 0 Td ( areas. Besides, their occurrence )Tj 0.001 Tc 0.339 Tw -24.88 -1.15 Td [(appears)5( not to be)5( dire)5(ctly)6( re)5(lated)6( to an)6( eve)5(n)1(tual m)9(i)-1(sclassif)4(i)-1(ca)5(tion)6( in )]TJ /TT23 1 Tf 0.0002 Tc 0 Tw 30.91 0 Td (landcover)Tj /TT22 1 Tf -0.0018 Tc 0.3418 Tw 4 0 Td ( input. )Tj 0.0001 Tc 0.2549 Tw -34.91 -1.15 Td (Therefore, the Collection 4 MOD15A2 product )Tj 0.0006 Tc 0.2527 Tw 20.72 0 Td (is not suitable to )Tj -0.0001 Tc 7.855 0 Td [(m)8(o)-5(nitor LAI seasonal )]TJ 0.0002 Tc 0.0798 Tw -28.575 -1.15 Td (changes over soybean areas. Thus, more effort )Tj 19.425 0 Td [(must be foc)-6(used on validating the product in )]TJ -0.0002 Tw -19.425 -1.15 Td (further studies. )Tj /TT21 1 Tf 0 -2.16 TD (5. References )Tj /TT22 1 Tf -0.0012 Tc 0.2362 Tw 10.02 0 0 10.02 70.92 571.5803 Tm [(Kn)-4(yazikh)-4(in, )6(Y.; Marton)-4(ch)-4(i)7(k)-4(, J.V.; Di)7(n)-4(er, )6(D. J.; Myn)-4(e)6(n)-4(i)]TJ -0.0005 Tc 0.2355 Tw 23.8383 0 Td [(, R. B.; )6(Verstraete, M. M)8(.)]TJ -0.0018 Tc 0.2368 Tw 11.4012 0 Td [(; Pin)-5(t)1(y, B.; )6(Go)-5(bro)-5(n)1(, N. )]TJ 0.0015 Tc 0.1677 Tw -35.2395 -1.1497 Td [(Est)4(i)-2(m)13(a)2(t)4(i)4(on of)5( )6(veget)4(a)2(t)4(i)4(o)5(n ca)8(n)5(opy)5( l)4(e)2(a)8(f)-1( a)8(r)-1(ea )6(i)4(nde)8(x a)8(n)5(d f)5(r)-1(ac)8(t)4(i)4(on )6(of)5( ab)5(so)5(rb)5(ed )6(ph)5(ot)10(osy)5(n)-1(t)4(h)5(et)4(i)4(cal)4(l)4(y)5( acti)4(v)-1(e ra)8(di)4(at)4(i)4(o)5(n)5( )]TJ 0.0014 Tc 0.0001 Tw 0 -1.1437 TD [(fr)5(om)13( atm)13(o)-2(sphe)8(re-c)8(or)5(rect)4(ed)4( M)4(I)-1(SR)4( )6(dat)4(a)2(, )]TJ /TT21 1 Tf 0.0016 Tc -0.0061 Tw 15.9341 0 Td [(J. G)7(e)2(oph)7(y)-1(s.)6( )-6(Re)8(s)]TJ /TT22 1 Tf 0.0026 Tc -0.0071 Tw 6.7665 0 Td [(.,)7( 10)6(3:)5( 32)6(2)6(39)6(-)6(32)6(25)6(6,)7( )-6(1)6(9)6(98a)9(. )]TJ -0.0007 Tc 0.0381 Tw -22.7005 -10.976 Td [(Myn)-4(en)-4(i)2(, R.B.; )6(Hoffm)11(an)-4(, S.; )6(Kn)-4(yazikh)-4(in, Y.; Priv)-4(ette, J.L.)]TJ 23.4132 0 Td [(; Glassy, J.; Tian)-4(, Y.; )6(W)-9(a)6(n)-4(g)2(, )6(Y.; Song)-4(, )6(X.; Zh)-4(an)-4(g, Y.; )]TJ 0.0015 Tc 0.0659 Tw -23.4132 -1.1497 Td [(Sm)7(i)4(t)4(h)-1(, G.R)4(.;)4( Lot)4(s)1(ch)5(, A.;)4( Fri)4(e)8(dl)4(, M)4(.;)4( M)4(o)-1(ri)4(se)8(t)4(t)4(e)2(, J.T.;)4( Vot)4(a)2(v)5(a)2(, P.;)4( Nem)13(a)2(ni)4(, R)4(.R)4(.;)4( R)4(unni)10(n)5(g)-1(, S.)6(W. )6(Gl)4(o)5(b)-1(al)4( pro)5(d)5(u)-1(ct)4(s)7( )]TJ 0.002 Tc 0.0115 Tw 0 -1.1497 TD [(of)6( ve)9(get)4(a)3(t)4(i)4(o)-1(n)5( l)4(eaf are)9(a)3( a)9(n)-1(d)5( f)6(r)6(act)4(i)4(on a)9(b)-1(s)8(o)-1(r)6(b)-1(e)9(d)-1( P)7(AR)4( )6(fr)6(om)13( y)5(e)-3(ar )6(one)9( o)5(f M)11(O)6(DIS)7( )6(dat)4(a)]TJ /TT23 1 Tf 0 Tc 0 Tw 32.4371 0 Td ( )Tj /TT21 1 Tf 0.0003 Tc 0.0132 Tw 0.2635 0 Td [(Rem)7(o)-3(te)7( Sensin)6(g E)9(nviron)]TJ /TT23 1 Tf 0 Tc 0 Tw 10.5629 0 Td (.)Tj /TT22 1 Tf -0.0038 Tc 0.0173 Tw 0.2515 0 Td [(, 91)-7(,)7( )]TJ -0.0026 Tc -0.0019 Tw -43.515 -1.1437 Td [(1)-6(14-)-5(127)-6(, 20)-6(02)-6(. )-6( )]TJ 0.0014 Tc 0.0121 Tw 0 -1.7485 TD [(M)4(y)4(neni)4(, )-6(R)4(.;)4( K)5(n)-2(y)4(azi)4(khi)10(n, Y.;)4( Gl)4(assy)4(, )-6(J.;)4( Vot)10(a)2(va, P.;)4( )-6(S)7(h)]TJ 0.0012 Tc 0.0123 Tw 22 0 Td [(aba)8(n)-2(o)4(v)-2(, N.)6( )-6(Use)8(r)-1(')8(s)1( )-6(Gui)10(d)-2(e )-6(FP)7(AR, LAI \(ES)7(D)-1(T: M)4(O)-1(D)5(1)-2(5)4(A)5(2\))11( )]TJ -0.0019 Tc 0.0034 Tw -22 -1.1497 Td [(8)-5(-)2(d)-5(a)-1(y Co)-5(m)10(p)-5(o)-5(s)-2(i)7(t)1(e N)-4(A)2(SA MOD)-4(I)-4(S Lan)-5(d)1( A)-4(l)7(go)-5(r)-4(ith)-5(m)10(.)-3( p)-5(.)3( 1-)-4(17. 200)-5(3. )]TJ -0.0007 Tc 0.0022 Tw 0 -1.7425 TD (Rizzi, R. )Tj /TT21 1 Tf 0.0003 Tc 0.0012 Tw 3.7725 0 Td [(Geotecnologias em um sistema de estimati)9(va da produ\347)7(\343o de)7( soja)]TJ /TT22 1 Tf 0.0017 Tc -0.0002 Tw 27.7485 0 Td [(:)4( est)4(u)-1(d)5(o)-1( d)5(e)2( caso no R)4(i)4(o )6(Gra)8(n)5(de do)11( )]TJ -0.001 Tc 0.0684 Tw -31.521 -1.1497 Td [(Su)-4(l. 200)-4(4-0)-4(4)2(-30)-4(.)-2( \(INPE--TDI/\). Tese )]TJ 15.3892 0 Td [(\(Dou)-4(t)7(o)-4(rado)-4( em Sen)-4(s)5(o)-4(r)-3(iam)10(en)-4(t)1(o)-4( Rem)10(o)-4(to)-4(\) - In)-4(stituto)-4( Nacion)-4(al d)-4(e)6( Pesqu)-4(i)1(sas )]TJ -0.0001 Tc -0.0044 Tw -15.3892 -1.1497 Td [(Espaciais, S\343o Jos\351 dos )-6(Cam)11(pos. 2004. )]TJ -0.0013 Tc 0.0926 Tw T* [(Tan)-4(,)-3( )-6(B.; Hu)-4(ang)-4(,)-3( D.; )-6(Hu)-4(, J.; Yang)-4(, W.; )-6(Zh)-4(an)-4(g, )]TJ 0.0014 Tc 0.0959 Tw 19.3413 0 Td [(P.;)4( S)7(h)-2(a)8(b)-2(an)4(ov)4(, N)5(.V)5(.;)4( K)5(n)-2(y)4(azi)4(khi)4(n)4(, Y)5(.;)4( M)4(y)4(neni)4(, R)4(.B)4(.)]TJ /TT21 1 Tf 0 Tc 0 Tw 20.9162 0 Td ( )Tj /TT22 1 Tf -0.0019 Tc 0.0992 Tw 0.3413 0 Td [(An)-5(alysis o)-5(f)8( )]TJ 0.0013 Tc 0.1798 Tw -40.5988 -1.1497 Td [(M)4(O)-1(D)5(I)-1(S Leaf )6(Area I)5(n)4(dex R)10(e)2(t)4(r)-1(i)4(e)2(val)4(s)1( o)4(v)-2(er )6(B)4(r)-1(oa)8(dl)4(eaf C)4(r)5(o)4(p)-2(s as a Fu)4(nct)4(i)4(on )6(of M)4(o)4(del)4( )6(and )6(In)4(p)4(u)-2(t)4( Unc)8(e)2(rt)4(ai)4(nt)4(i)4(e)2(s. )]TJ /TT21 1 Tf 0 Tc -0.0045 Tw 0 -1.1497 TD [(Photogr)7(a)-3(mme)7(tric )-6(Enginee)7(r)1(ing an)5(d Remote )-6(Sensin)5(g)]TJ /TT22 1 Tf -0.0024 Tc 0.0039 Tw 21.9042 0 Td [(. Submit)-6(ted)-5( fo)-5(r)-5( )6(pub)-5(licatio)-5(n)-5(.)-4( )6(2)-5(004)-5(. )]TJ 0.0003 Tc 0.1449 Tw -21.9042 -1.7425 Td [(Wan)3(g)-3(, )6(Y.; Tia)7(n)-3(, )6(Y.; Zha)7(n)3(g, )6(Y.; El-Sale)7(o)-3(u)3(s)6(, N.; )6(Kny)3(azik)3(h)]TJ 0.0018 Tc 0.1434 Tw 24.1198 0 Td [(i)4(n)-1(, )6(Y.;)4( )6(Verm)7(ot)4(e, E.;)4( M)5(y)5(ne)9(ni)4(, R)4(.B)4(. I)6(n)5(vest)10(i)4(g)-1(at)4(i)4(on )6(of)6( )]TJ -0.0001 Tc 0.2531 Tw -24.1198 -1.1497 Td [(product accuracy as a func)7(tion of )]TJ -0.0005 Tc 0.2535 Tw 15.0539 0 Td [(input and m)11(odel uncertainties: Ca)-6(se)]TJ -0.0002 Tc 0.2532 Tw 15.3234 0 Td [( study with Sea)7(W)-8(iFS and MODIS)11( )]TJ 0.001 Tc -0.0055 Tw -30.3772 -1.1497 Td [(LAI/F)6(PAR Al)9(go)4(rithm)12(. )]TJ /TT21 1 Tf 0.0004 Tc 0.0011 Tw 9.3413 0 Td [(Rem)7(o)-3(te)7( Sensin)6(g E)9(nviron)]TJ /TT22 1 Tf -0.0019 Tc 0.0034 Tw 10.5389 0 Td [(., 78)-5(, 296)-5(-31)-5(1)1(, )6(2)-5(001)-5(. )]TJ 0.0016 Tc -0.0001 Tw -19.8802 -1.7425 Td [(Wan)5(g)-1(, )6(Y.;)4( )6(Wo)11(odc)8(oc)8(k, C)4(.E)8(.;)4( )6(B)4(u)-1(erm)13(a)2(nn, )6(W.;)10( St)4(enbe)8(r)5(g)-1(, P)7(.;)4( Voi)10(p)-1(i)4(o)-1(, )6(P.;)4( Sm)13(ol)4(an)5(der)5(, H)5(.;)4( H)5(a)14(\250)-25(m)13(e, )6(T.;)4( Ti)4(an)5(,)6( Y.;)4( H)5(u)-1(, )6(J.; )]TJ 0.0013 Tc 0.102 Tw T* [(Kny)4(azi)4(k)4(h)-2(i)4(n)4(, Y)5(.;)4( M)4(y)4(neni)4(, R)4(.B)4(. Eval)4(uat)4(i)4(o)4(n )6(of t)4(h)-2(e M)4(O)5(D)5(I)-1(S)7( LAI al)4(g)4(o)-2(ri)4(t)4(h)4(m)7( at a coni)4(fer)5(ous )6(fo)4(rest)4( si)4(t)4(e)2( i)4(n)-2( Fi)4(nl)4(an)4(d.)]TJ /TT23 1 Tf 0 Tc 0 Tw 45.2635 0 Td ( )Tj /TT21 1 Tf 0.0004 Tc -0.0049 Tw -45.2635 -1.1497 Td [(Rem)7(o)-3(te Sensi)9(ng )-6(En)6(vir)7(o)-3(n)]TJ /TT22 1 Tf -0.0017 Tc -0.0028 Tw 10.5389 0 Td [(., 91)-5(, 11)-5(4-1)-5(2)1(7)-5(,)3( )-6(200)-5(4. )-6( )]TJ -0.0001 Tc 0.0136 Tw -10.5389 -1.7425 Td [(Yang, )6(W.; Stroeve, J.C.; Shab)]TJ -0.0011 Tc 0.0146 Tw 12.0719 0 Td [(an)-4(ov)-4(, )6(N.V.; Hu)-4(ang)-4(,)-3( )6(D.; Tan)-4(,)-3( )6(B.; Zh)-4(ang)-4(,)-3( P.; )6(Kn)-4(yazikh)-4(in, Y.; Myn)-4(en)-4(i)1(,R.B. An)-4(alysis )]TJ 0.0017 Tc 0.1914 Tw -12.0719 -1.1497 Td [(of Gl)10(obal)4( M)5(O)5(DIS Lea)8(f)-1( A)5(r)-1(e)8(a)2( Inde)8(x an)5(d F)7(r)-1(act)4(i)4(on )6(Abs)8(o)5(r)5(b)-1(ed P)7(A)-1(R)4( Ti)4(m)7(e)2( Seri)4(es Dat)4(a)2( fr)5(om)13( February)11( 20)5(00 t)4(o)-1( )]TJ 0.0002 Tc 0.0013 Tw 0 -1.1437 TD [(Decem)12(ber 2003. )]TJ /TT21 1 Tf 0.0016 Tc -0.0001 Tw 6.8443 0 Td [(J.)6( Ge)8(oph)7(y)-1(s)8(.)6( Res)]TJ /TT22 1 Tf -0.0038 Tc -0.0007 Tw 6.7665 0 Td [(.,)-5( 2)-7(004)-7(.)-5( )]TJ 0 g ET /GS15 gs BT /T1_7 9 Tf 0 Tc 0 Tw 1 0 0 1 289.994 28.8 Tm (260)Tj ET endstream endobj 338 0 obj 8678 endobj 339 0 obj << /Length 340 0 R >> stream /CS16 cs 0 0 0 sc 1 i /RelativeColorimetric ri /GS16 gs BT /TT24 1 Tf 12 0 0 12 70.92 731.6003 Tm (4. Conclusion )Tj /TT25 1 Tf -0.0002 Tc 0.0392 Tw 0 -1.64 TD [(Since the high relative f)8(r)-2(equency of )]TJ /TT26 1 Tf 0.0385 Tw 14.775 0 Td (Standard fill value 255)Tj /TT25 1 Tf 0.0011 Tc 0.0364 Tw 9.31 0 Td [( r)4(etr)4(ievals in)6( )]TJ /TT26 1 Tf 0.0004 Tc 0.0396 Tw 5.355 0 Td (Collection 4)Tj /TT25 1 Tf 0 Tc 0 Tw 4.955 0 Td ( )Tj /TT26 1 Tf -0.0001 Tc 0.29 0 Td (MODIS )Tj -0.001 Tc -34.685 -1.15 Td (LAI)Tj /TT25 1 Tf -0.0004 Tc 0.0854 Tw 1.5 0 Td ( product \(MOD15A2\) occurs for pixels with )Tj 0.0853 Tw 18.55 0 Td (high soybean percentage)Tj 0.0004 Tc 0.0821 Tw 10.05 0 Td (, only in a specific )Tj 0.0002 Tc 0.0789 Tw -30.1 -1.15 Td [(period which coincides with the m)8(a)-6(xim)8(u)-5(m)8( soybean)]TJ 0.0009 Tc 0.0753 Tw 21.08 0 Td ( growth stage, the re)Tj 0.0003 Tc 0.0797 Tw 8.45 0 Td [(sults from)8( our study )]TJ 0.0007 Tc 0.0059 Tw -29.53 -1.15 Td (indicate that those retrievals )Tj -0.0003 Tc 0.0103 Tw 11.54 0 Td (are closely related to the soybean)Tj 13.34 0 Td ( areas. Besides, their occurrence )Tj 0.001 Tc 0.339 Tw -24.88 -1.15 Td [(appears)5( not to be)5( dire)5(ctly)6( re)5(lated)6( to an)6( eve)5(n)1(tual m)9(i)-1(sclassif)4(i)-1(ca)5(tion)6( in )]TJ /TT26 1 Tf 0.0002 Tc 0 Tw 30.91 0 Td (landcover)Tj /TT25 1 Tf -0.0018 Tc 0.3418 Tw 4 0 Td ( input. )Tj 0.0001 Tc 0.2549 Tw -34.91 -1.15 Td (Therefore, the Collection 4 MOD15A2 product )Tj 0.0006 Tc 0.2527 Tw 20.72 0 Td (is not suitable to )Tj -0.0001 Tc 7.855 0 Td [(m)8(o)-5(nitor LAI seasonal )]TJ 0.0002 Tc 0.0798 Tw -28.575 -1.15 Td (changes over soybean areas. Thus, more effort )Tj 19.425 0 Td [(must be foc)-6(used on validating the product in )]TJ -0.0002 Tw -19.425 -1.15 Td (further studies. )Tj /TT24 1 Tf 0 -2.16 TD (5. References )Tj /TT25 1 Tf -0.0012 Tc 0.2362 Tw 10.02 0 0 10.02 70.92 571.5803 Tm [(Kn)-4(yazikh)-4(in, )6(Y.; Marton)-4(ch)-4(i)7(k)-4(, J.V.; Di)7(n)-4(er, )6(D. J.; Myn)-4(e)6(n)-4(i)]TJ -0.0005 Tc 0.2355 Tw 23.8383 0 Td [(, R. B.; )6(Verstraete, M. M)8(.)]TJ -0.0018 Tc 0.2368 Tw 11.4012 0 Td [(; Pin)-5(t)1(y, B.; )6(Go)-5(bro)-5(n)1(, N. )]TJ 0.0015 Tc 0.1677 Tw -35.2395 -1.1497 Td [(Est)4(i)-2(m)13(a)2(t)4(i)4(on of)5( )6(veget)4(a)2(t)4(i)4(o)5(n ca)8(n)5(opy)5( l)4(e)2(a)8(f)-1( a)8(r)-1(ea )6(i)4(nde)8(x a)8(n)5(d f)5(r)-1(ac)8(t)4(i)4(on )6(of)5( ab)5(so)5(rb)5(ed )6(ph)5(ot)10(osy)5(n)-1(t)4(h)5(et)4(i)4(cal)4(l)4(y)5( acti)4(v)-1(e ra)8(di)4(at)4(i)4(o)5(n)5( )]TJ -0.0007 Tc 0.0381 Tw 0.0001 -12.1197 Td [(Myn)-4(en)-4(i)2(, R.B.; )6(Hoffm)11(an)-4(, S.; )6(Kn)-4(yazikh)-4(in, Y.; Priv)-4(ette, J.L.)]TJ 23.4132 0 Td [(; Glassy, J.; Tian)-4(, Y.; )6(W)-9(a)6(n)-4(g)2(, )6(Y.; Song)-4(, )6(X.; Zh)-4(an)-4(g, Y.; )]TJ 0.0015 Tc 0.0659 Tw -23.4132 -1.1497 Td [(Sm)7(i)4(t)4(h)-1(, G.R)4(.;)4( Lot)4(s)1(ch)5(, A.;)4( Fri)4(e)8(dl)4(, M)4(.;)4( M)4(o)-1(ri)4(se)8(t)4(t)4(e)2(, J.T.;)4( Vot)4(a)2(v)5(a)2(, P.;)4( Nem)13(a)2(ni)4(, R)4(.R)4(.;)4( R)4(unni)10(n)5(g)-1(, S.)6(W. )6(Gl)4(o)5(b)-1(al)4( pro)5(d)5(u)-1(ct)4(s)7( )]TJ 0.002 Tc 0.0115 Tw 0 -1.1497 TD [(of)6( ve)9(get)4(a)3(t)4(i)4(o)-1(n)5( l)4(eaf are)9(a)3( a)9(n)-1(d)5( f)6(r)6(act)4(i)4(on a)9(b)-1(s)8(o)-1(r)6(b)-1(e)9(d)-1( P)7(AR)4( )6(fr)6(om)13( y)5(e)-3(ar )6(one)9( o)5(f M)11(O)6(DIS)7( )6(dat)4(a)]TJ /TT26 1 Tf 0 Tc 0 Tw 32.4371 0 Td ( )Tj /TT24 1 Tf 0.0003 Tc 0.0132 Tw 0.2635 0 Td [(Rem)7(o)-3(te)7( Sensin)6(g E)9(nviron)]TJ /TT26 1 Tf 0 Tc 0 Tw 10.5629 0 Td (.)Tj /TT25 1 Tf -0.0038 Tc 0.0173 Tw 0.2515 0 Td [(, 91)-7(,)7( )]TJ -0.0026 Tc -0.0019 Tw -43.515 -1.1437 Td [(1)-6(14-)-5(127)-6(, 20)-6(02)-6(. )-6( )]TJ 0.0014 Tc 0.0121 Tw 0 -1.7485 TD [(M)4(y)4(neni)4(, )-6(R)4(.;)4( K)5(n)-2(y)4(azi)4(khi)10(n, Y.;)4( Gl)4(assy)4(, )-6(J.;)4( Vot)10(a)2(va, P.;)4( )-6(S)7(h)]TJ 0.0012 Tc 0.0123 Tw 22 0 Td [(aba)8(n)-2(o)4(v)-2(, N.)6( )-6(Use)8(r)-1(')8(s)1( )-6(Gui)10(d)-2(e )-6(FP)7(AR, LAI \(ES)7(D)-1(T: M)4(O)-1(D)5(1)-2(5)4(A)5(2\))11( )]TJ -0.0019 Tc 0.0034 Tw -22 -1.1497 Td [(8)-5(-)2(d)-5(a)-1(y Co)-5(m)10(p)-5(o)-5(s)-2(i)7(t)1(e N)-4(A)2(SA MOD)-4(I)-4(S Lan)-5(d)1( A)-4(l)7(go)-5(r)-4(ith)-5(m)10(.)-3( p)-5(.)3( 1-)-4(17. 200)-5(3. )]TJ -0.0007 Tc 0.0022 Tw 0 -1.7425 TD (Rizzi, R. )Tj /TT24 1 Tf 0.0003 Tc 0.0012 Tw 3.7725 0 Td [(Geotecnologias em um sistema de estimati)9(va da produ\347)7(\343o de)7( soja)]TJ /TT25 1 Tf 0.0017 Tc -0.0002 Tw 27.7485 0 Td [(:)4( est)4(u)-1(d)5(o)-1( d)5(e)2( caso no R)4(i)4(o )6(Gra)8(n)5(de do)11( )]TJ -0.001 Tc 0.0684 Tw -31.521 -1.1497 Td [(Su)-4(l. 200)-4(4-0)-4(4)2(-30)-4(.)-2( \(INPE--TDI/\). Tese )]TJ 15.3892 0 Td [(\(Dou)-4(t)7(o)-4(rado)-4( em Sen)-4(s)5(o)-4(r)-3(iam)10(en)-4(t)1(o)-4( Rem)10(o)-4(to)-4(\) - In)-4(stituto)-4( Nacion)-4(al d)-4(e)6( Pesqu)-4(i)1(sas )]TJ -0.0001 Tc -0.0044 Tw -15.3892 -1.1497 Td [(Espaciais, S\343o Jos\351 dos )-6(Cam)11(pos. 2004. )]TJ -0.0013 Tc 0.0926 Tw T* [(Tan)-4(,)-3( )-6(B.; Hu)-4(ang)-4(,)-3( D.; )-6(Hu)-4(, J.; Yang)-4(, W.; )-6(Zh)-4(an)-4(g, )]TJ 0.0014 Tc 0.0959 Tw 19.3413 0 Td [(P.;)4( S)7(h)-2(a)8(b)-2(an)4(ov)4(, N)5(.V)5(.;)4( K)5(n)-2(y)4(azi)4(khi)4(n)4(, Y)5(.;)4( M)4(y)4(neni)4(, R)4(.B)4(.)]TJ /TT24 1 Tf 0 Tc 0 Tw 20.9162 0 Td ( )Tj /TT25 1 Tf -0.0019 Tc 0.0992 Tw 0.3413 0 Td [(An)-5(alysis o)-5(f)8( )]TJ 0.0013 Tc 0.1798 Tw -40.5988 -1.1497 Td [(M)4(O)-1(D)5(I)-1(S Leaf )6(Area I)5(n)4(dex R)10(e)2(t)4(r)-1(i)4(e)2(val)4(s)1( o)4(v)-2(er )6(B)4(r)-1(oa)8(dl)4(eaf C)4(r)5(o)4(p)-2(s as a Fu)4(nct)4(i)4(on )6(of M)4(o)4(del)4( )6(and )6(In)4(p)4(u)-2(t)4( Unc)8(e)2(rt)4(ai)4(nt)4(i)4(e)2(s. )]TJ /TT24 1 Tf 0 Tc -0.0045 Tw 0 -1.1497 TD [(Photogr)7(a)-3(mme)7(tric )-6(Enginee)7(r)1(ing an)5(d Remote )-6(Sensin)5(g)]TJ /TT25 1 Tf -0.0024 Tc 0.0039 Tw 21.9042 0 Td [(. Submit)-6(ted)-5( fo)-5(r)-5( )6(pub)-5(licatio)-5(n)-5(.)-4( )6(2)-5(004)-5(. )]TJ 0.0003 Tc 0.1449 Tw -21.9042 -1.7425 Td [(Wan)3(g)-3(, )6(Y.; Tia)7(n)-3(, )6(Y.; Zha)7(n)3(g, )6(Y.; El-Sale)7(o)-3(u)3(s)6(, N.; )6(Kny)3(azik)3(h)]TJ 0.0018 Tc 0.1434 Tw 24.1198 0 Td [(i)4(n)-1(, )6(Y.;)4( )6(Verm)7(ot)4(e, E.;)4( M)5(y)5(ne)9(ni)4(, R)4(.B)4(. I)6(n)5(vest)10(i)4(g)-1(at)4(i)4(on )6(of)6( )]TJ -0.0001 Tc 0.2531 Tw -24.1198 -1.1497 Td [(product accuracy as a func)7(tion of )]TJ -0.0005 Tc 0.2535 Tw 15.0539 0 Td [(input and m)11(odel uncertainties: Ca)-6(se)]TJ -0.0002 Tc 0.2532 Tw 15.3234 0 Td [( study with Sea)7(W)-8(iFS and MODIS)11( )]TJ 0.001 Tc -0.0055 Tw -30.3772 -1.1497 Td [(LAI/F)6(PAR Al)9(go)4(rithm)12(. )]TJ /TT24 1 Tf 0.0004 Tc 0.0011 Tw 9.3413 0 Td [(Rem)7(o)-3(te)7( Sensin)6(g E)9(nviron)]TJ /TT25 1 Tf -0.0019 Tc 0.0034 Tw 10.5389 0 Td [(., 78)-5(, 296)-5(-31)-5(1)1(, )6(2)-5(001)-5(. )]TJ 0.0016 Tc -0.0001 Tw -19.8802 -1.7425 Td [(Wan)5(g)-1(, )6(Y.;)4( )6(Wo)11(odc)8(oc)8(k, C)4(.E)8(.;)4( )6(B)4(u)-1(erm)13(a)2(nn, )6(W.;)10( St)4(enbe)8(r)5(g)-1(, P)7(.;)4( Voi)10(p)-1(i)4(o)-1(, )6(P.;)4( Sm)13(ol)4(an)5(der)5(, H)5(.;)4( H)5(a)14(\250)-25(m)13(e, )6(T.;)4( Ti)4(an)5(,)6( Y.;)4( H)5(u)-1(, )6(J.; )]TJ 0.0013 Tc 0.102 Tw T* [(Kny)4(azi)4(k)4(h)-2(i)4(n)4(, Y)5(.;)4( M)4(y)4(neni)4(, R)4(.B)4(. Eval)4(uat)4(i)4(o)4(n )6(of t)4(h)-2(e M)4(O)5(D)5(I)-1(S)7( LAI al)4(g)4(o)-2(ri)4(t)4(h)4(m)7( at a coni)4(fer)5(ous )6(fo)4(rest)4( si)4(t)4(e)2( i)4(n)-2( Fi)4(nl)4(an)4(d.)]TJ /TT26 1 Tf 0 Tc 0 Tw 45.2635 0 Td ( )Tj /TT24 1 Tf 0.0004 Tc -0.0049 Tw -45.2635 -1.1497 Td [(Rem)7(o)-3(te Sensi)9(ng )-6(En)6(vir)7(o)-3(n)]TJ /TT25 1 Tf -0.0017 Tc -0.0028 Tw 10.5389 0 Td [(., 91)-5(, 11)-5(4-1)-5(2)1(7)-5(,)3( )-6(200)-5(4. )-6( )]TJ -0.0001 Tc 0.0136 Tw -10.5389 -1.7425 Td [(Yang, )6(W.; Stroeve, J.C.; Shab)]TJ -0.0011 Tc 0.0146 Tw 12.0719 0 Td [(an)-4(ov)-4(, )6(N.V.; Hu)-4(ang)-4(,)-3( )6(D.; Tan)-4(,)-3( )6(B.; Zh)-4(ang)-4(,)-3( P.; )6(Kn)-4(yazikh)-4(in, Y.; Myn)-4(en)-4(i)1(,R.B. An)-4(alysis )]TJ 0.0017 Tc 0.1914 Tw -12.0719 -1.1497 Td [(of Gl)10(obal)4( M)5(O)5(DIS Lea)8(f)-1( A)5(r)-1(e)8(a)2( Inde)8(x an)5(d F)7(r)-1(act)4(i)4(on )6(Abs)8(o)5(r)5(b)-1(ed P)7(A)-1(R)4( Ti)4(m)7(e)2( Seri)4(es Dat)4(a)2( fr)5(om)13( February)11( 20)5(00 t)4(o)-1( )]TJ 0.0002 Tc 0.0013 Tw 0 -1.1437 TD [(Decem)12(ber 2003. )]TJ /TT24 1 Tf 0.0016 Tc -0.0001 Tw 6.8443 0 Td [(J.)6( Ge)8(oph)7(y)-1(s)8(.)6( Res)]TJ /TT25 1 Tf -0.0038 Tc -0.0007 Tw 6.7665 0 Td [(.,)-5( 2)-7(004)-7(.)-5( )]TJ 0 g ET /GS17 gs BT /T1_8 9 Tf 0 Tc 0 Tw 1 0 0 1 289.994 28.8 Tm (260)Tj ET endstream endobj 340 0 obj 8339 endobj 341 0 obj << /Length 342 0 R >> stream /CS18 cs 0 0 0 sc 1 i /RelativeColorimetric ri /GS18 gs BT /TT27 1 Tf 12 0 0 12 70.92 731.6003 Tm (4. Conclusion )Tj /TT28 1 Tf -0.0002 Tc 0.0392 Tw 0 -1.64 TD [(Since the high relative f)8(r)-2(equency of )]TJ /TT29 1 Tf 0.0385 Tw 14.775 0 Td (Standard fill value 255)Tj /TT28 1 Tf 0.0011 Tc 0.0364 Tw 9.31 0 Td [( r)4(etr)4(ievals in)6( )]TJ /TT29 1 Tf 0.0004 Tc 0.0396 Tw 5.355 0 Td (Collection 4)Tj /TT28 1 Tf 0 Tc 0 Tw 4.955 0 Td ( )Tj /TT29 1 Tf -0.0001 Tc 0.29 0 Td (MODIS )Tj -0.001 Tc -34.685 -1.15 Td (LAI)Tj /TT28 1 Tf -0.0004 Tc 0.0854 Tw 1.5 0 Td ( product \(MOD15A2\) occurs for pixels with )Tj 0.0853 Tw 18.55 0 Td (high soybean percentage)Tj 0.0004 Tc 0.0821 Tw 10.05 0 Td (, only in a specific )Tj 0.0002 Tc 0.0789 Tw -30.1 -1.15 Td [(period which coincides with the m)8(a)-6(xim)8(u)-5(m)8( soybean)]TJ 0.0009 Tc 0.0753 Tw 21.08 0 Td ( growth stage, the re)Tj 0.0003 Tc 0.0797 Tw 8.45 0 Td [(sults from)8( our study )]TJ 0.0007 Tc 0.0059 Tw -29.53 -1.15 Td (indicate that those retrievals )Tj -0.0003 Tc 0.0103 Tw 11.54 0 Td (are closely related to the soybean)Tj 13.34 0 Td ( areas. Besides, their occurrence )Tj 0.001 Tc 0.339 Tw -24.88 -1.15 Td [(appears)5( not to be)5( dire)5(ctly)6( re)5(lated)6( to an)6( eve)5(n)1(tual m)9(i)-1(sclassif)4(i)-1(ca)5(tion)6( in )]TJ /TT29 1 Tf 0.0002 Tc 0 Tw 30.91 0 Td (landcover)Tj /TT28 1 Tf -0.0018 Tc 0.3418 Tw 4 0 Td ( input. )Tj 0.0001 Tc 0.2549 Tw -34.91 -1.15 Td (Therefore, the Collection 4 MOD15A2 product )Tj 0.0006 Tc 0.2527 Tw 20.72 0 Td (is not suitable to )Tj -0.0001 Tc 7.855 0 Td [(m)8(o)-5(nitor LAI seasonal )]TJ 0.0002 Tc 0.0798 Tw -28.575 -1.15 Td (changes over soybean areas. Thus, more effort )Tj 19.425 0 Td [(must be foc)-6(used on validating the product in )]TJ -0.0002 Tw -19.425 -1.15 Td (further studies. )Tj /TT27 1 Tf 0 -2.16 TD (5. References )Tj /TT28 1 Tf -0.0012 Tc 0.2362 Tw 10.02 0 0 10.02 70.92 571.5803 Tm [(Kn)-4(yazikh)-4(in, )6(Y.; Marton)-4(ch)-4(i)7(k)-4(, J.V.; Di)7(n)-4(er, )6(D. J.; Myn)-4(e)6(n)-4(i)]TJ -0.0005 Tc 0.2355 Tw 23.8383 0 Td [(, R. B.; )6(Verstraete, M. M)8(.)]TJ -0.0018 Tc 0.2368 Tw 11.4012 0 Td [(; Pin)-5(t)1(y, B.; )6(Go)-5(bro)-5(n)1(, N. )]TJ -0.0007 Tc 0.0381 Tw -35.2394 -13.2694 Td [(Myn)-4(en)-4(i)2(, R.B.; )6(Hoffm)11(an)-4(, S.; )6(Kn)-4(yazikh)-4(in, Y.; Priv)-4(ette, J.L.)]TJ 23.4132 0 Td [(; Glassy, J.; Tian)-4(, Y.; )6(W)-9(a)6(n)-4(g)2(, )6(Y.; Song)-4(, )6(X.; Zh)-4(an)-4(g, Y.; )]TJ 0.0015 Tc 0.0659 Tw -23.4132 -1.1497 Td [(Sm)7(i)4(t)4(h)-1(, G.R)4(.;)4( Lot)4(s)1(ch)5(, A.;)4( Fri)4(e)8(dl)4(, M)4(.;)4( M)4(o)-1(ri)4(se)8(t)4(t)4(e)2(, J.T.;)4( Vot)4(a)2(v)5(a)2(, P.;)4( Nem)13(a)2(ni)4(, R)4(.R)4(.;)4( R)4(unni)10(n)5(g)-1(, S.)6(W. )6(Gl)4(o)5(b)-1(al)4( pro)5(d)5(u)-1(ct)4(s)7( )]TJ 0.002 Tc 0.0115 Tw 0 -1.1497 TD [(of)6( ve)9(get)4(a)3(t)4(i)4(o)-1(n)5( l)4(eaf are)9(a)3( a)9(n)-1(d)5( f)6(r)6(act)4(i)4(on a)9(b)-1(s)8(o)-1(r)6(b)-1(e)9(d)-1( P)7(AR)4( )6(fr)6(om)13( y)5(e)-3(ar )6(one)9( o)5(f M)11(O)6(DIS)7( )6(dat)4(a)]TJ /TT29 1 Tf 0 Tc 0 Tw 32.4371 0 Td ( )Tj /TT27 1 Tf 0.0003 Tc 0.0132 Tw 0.2635 0 Td [(Rem)7(o)-3(te)7( Sensin)6(g E)9(nviron)]TJ /TT29 1 Tf 0 Tc 0 Tw 10.5629 0 Td (.)Tj /TT28 1 Tf -0.0038 Tc 0.0173 Tw 0.2515 0 Td [(, 91)-7(,)7( )]TJ -0.0026 Tc -0.0019 Tw -43.515 -1.1437 Td [(1)-6(14-)-5(127)-6(, 20)-6(02)-6(. )-6( )]TJ 0.0014 Tc 0.0121 Tw 0 -1.7485 TD [(M)4(y)4(neni)4(, )-6(R)4(.;)4( K)5(n)-2(y)4(azi)4(khi)10(n, Y.;)4( Gl)4(assy)4(, )-6(J.;)4( Vot)10(a)2(va, P.;)4( )-6(S)7(h)]TJ 0.0012 Tc 0.0123 Tw 22 0 Td [(aba)8(n)-2(o)4(v)-2(, N.)6( )-6(Use)8(r)-1(')8(s)1( )-6(Gui)10(d)-2(e )-6(FP)7(AR, LAI \(ES)7(D)-1(T: M)4(O)-1(D)5(1)-2(5)4(A)5(2\))11( )]TJ -0.0019 Tc 0.0034 Tw -22 -1.1497 Td [(8)-5(-)2(d)-5(a)-1(y Co)-5(m)10(p)-5(o)-5(s)-2(i)7(t)1(e N)-4(A)2(SA MOD)-4(I)-4(S Lan)-5(d)1( A)-4(l)7(go)-5(r)-4(ith)-5(m)10(.)-3( p)-5(.)3( 1-)-4(17. 200)-5(3. )]TJ -0.0007 Tc 0.0022 Tw 0 -1.7425 TD (Rizzi, R. )Tj /TT27 1 Tf 0.0003 Tc 0.0012 Tw 3.7725 0 Td [(Geotecnologias em um sistema de estimati)9(va da produ\347)7(\343o de)7( soja)]TJ /TT28 1 Tf 0.0017 Tc -0.0002 Tw 27.7485 0 Td [(:)4( est)4(u)-1(d)5(o)-1( d)5(e)2( caso no R)4(i)4(o )6(Gra)8(n)5(de do)11( )]TJ -0.001 Tc 0.0684 Tw -31.521 -1.1497 Td [(Su)-4(l. 200)-4(4-0)-4(4)2(-30)-4(.)-2( \(INPE--TDI/\). Tese )]TJ 15.3892 0 Td [(\(Dou)-4(t)7(o)-4(rado)-4( em Sen)-4(s)5(o)-4(r)-3(iam)10(en)-4(t)1(o)-4( Rem)10(o)-4(to)-4(\) - In)-4(stituto)-4( Nacion)-4(al d)-4(e)6( Pesqu)-4(i)1(sas )]TJ -0.0001 Tc -0.0044 Tw -15.3892 -1.1497 Td [(Espaciais, S\343o Jos\351 dos )-6(Cam)11(pos. 2004. )]TJ -0.0013 Tc 0.0926 Tw T* [(Tan)-4(,)-3( )-6(B.; Hu)-4(ang)-4(,)-3( D.; )-6(Hu)-4(, J.; Yang)-4(, W.; )-6(Zh)-4(an)-4(g, )]TJ 0.0014 Tc 0.0959 Tw 19.3413 0 Td [(P.;)4( S)7(h)-2(a)8(b)-2(an)4(ov)4(, N)5(.V)5(.;)4( K)5(n)-2(y)4(azi)4(khi)4(n)4(, Y)5(.;)4( M)4(y)4(neni)4(, R)4(.B)4(.)]TJ /TT27 1 Tf 0 Tc 0 Tw 20.9162 0 Td ( )Tj /TT28 1 Tf -0.0019 Tc 0.0992 Tw 0.3413 0 Td [(An)-5(alysis o)-5(f)8( )]TJ 0.0013 Tc 0.1798 Tw -40.5988 -1.1497 Td [(M)4(O)-1(D)5(I)-1(S Leaf )6(Area I)5(n)4(dex R)10(e)2(t)4(r)-1(i)4(e)2(val)4(s)1( o)4(v)-2(er )6(B)4(r)-1(oa)8(dl)4(eaf C)4(r)5(o)4(p)-2(s as a Fu)4(nct)4(i)4(on )6(of M)4(o)4(del)4( )6(and )6(In)4(p)4(u)-2(t)4( Unc)8(e)2(rt)4(ai)4(nt)4(i)4(e)2(s. )]TJ /TT27 1 Tf 0 Tc -0.0045 Tw 0 -1.1497 TD [(Photogr)7(a)-3(mme)7(tric )-6(Enginee)7(r)1(ing an)5(d Remote )-6(Sensin)5(g)]TJ /TT28 1 Tf -0.0024 Tc 0.0039 Tw 21.9042 0 Td [(. Submit)-6(ted)-5( fo)-5(r)-5( )6(pub)-5(licatio)-5(n)-5(.)-4( )6(2)-5(004)-5(. )]TJ 0.0003 Tc 0.1449 Tw -21.9042 -1.7425 Td [(Wan)3(g)-3(, )6(Y.; Tia)7(n)-3(, )6(Y.; Zha)7(n)3(g, )6(Y.; El-Sale)7(o)-3(u)3(s)6(, N.; )6(Kny)3(azik)3(h)]TJ 0.0018 Tc 0.1434 Tw 24.1198 0 Td [(i)4(n)-1(, )6(Y.;)4( )6(Verm)7(ot)4(e, E.;)4( M)5(y)5(ne)9(ni)4(, R)4(.B)4(. I)6(n)5(vest)10(i)4(g)-1(at)4(i)4(on )6(of)6( )]TJ -0.0001 Tc 0.2531 Tw -24.1198 -1.1497 Td [(product accuracy as a func)7(tion of )]TJ -0.0005 Tc 0.2535 Tw 15.0539 0 Td [(input and m)11(odel uncertainties: Ca)-6(se)]TJ -0.0002 Tc 0.2532 Tw 15.3234 0 Td [( study with Sea)7(W)-8(iFS and MODIS)11( )]TJ 0.001 Tc -0.0055 Tw -30.3772 -1.1497 Td [(LAI/F)6(PAR Al)9(go)4(rithm)12(. )]TJ /TT27 1 Tf 0.0004 Tc 0.0011 Tw 9.3413 0 Td [(Rem)7(o)-3(te)7( Sensin)6(g E)9(nviron)]TJ /TT28 1 Tf -0.0019 Tc 0.0034 Tw 10.5389 0 Td [(., 78)-5(, 296)-5(-31)-5(1)1(, )6(2)-5(001)-5(. )]TJ 0.0016 Tc -0.0001 Tw -19.8802 -1.7425 Td [(Wan)5(g)-1(, )6(Y.;)4( )6(Wo)11(odc)8(oc)8(k, C)4(.E)8(.;)4( )6(B)4(u)-1(erm)13(a)2(nn, )6(W.;)10( St)4(enbe)8(r)5(g)-1(, P)7(.;)4( Voi)10(p)-1(i)4(o)-1(, )6(P.;)4( Sm)13(ol)4(an)5(der)5(, H)5(.;)4( H)5(a)14(\250)-25(m)13(e, )6(T.;)4( Ti)4(an)5(,)6( Y.;)4( H)5(u)-1(, )6(J.; )]TJ 0.0013 Tc 0.102 Tw T* [(Kny)4(azi)4(k)4(h)-2(i)4(n)4(, Y)5(.;)4( M)4(y)4(neni)4(, R)4(.B)4(. Eval)4(uat)4(i)4(o)4(n )6(of t)4(h)-2(e M)4(O)5(D)5(I)-1(S)7( LAI al)4(g)4(o)-2(ri)4(t)4(h)4(m)7( at a coni)4(fer)5(ous )6(fo)4(rest)4( si)4(t)4(e)2( i)4(n)-2( Fi)4(nl)4(an)4(d.)]TJ /TT29 1 Tf 0 Tc 0 Tw 45.2635 0 Td ( )Tj /TT27 1 Tf 0.0004 Tc -0.0049 Tw -45.2635 -1.1497 Td [(Rem)7(o)-3(te Sensi)9(ng )-6(En)6(vir)7(o)-3(n)]TJ /TT28 1 Tf -0.0017 Tc -0.0028 Tw 10.5389 0 Td [(., 91)-5(, 11)-5(4-1)-5(2)1(7)-5(,)3( )-6(200)-5(4. )-6( )]TJ -0.0001 Tc 0.0136 Tw -10.5389 -1.7425 Td [(Yang, )6(W.; Stroeve, J.C.; Shab)]TJ -0.0011 Tc 0.0146 Tw 12.0719 0 Td [(an)-4(ov)-4(, )6(N.V.; Hu)-4(ang)-4(,)-3( )6(D.; Tan)-4(,)-3( )6(B.; Zh)-4(ang)-4(,)-3( P.; )6(Kn)-4(yazikh)-4(in, Y.; Myn)-4(en)-4(i)1(,R.B. An)-4(alysis )]TJ 0.0017 Tc 0.1914 Tw -12.0719 -1.1497 Td [(of Gl)10(obal)4( M)5(O)5(DIS Lea)8(f)-1( A)5(r)-1(e)8(a)2( Inde)8(x an)5(d F)7(r)-1(act)4(i)4(on )6(Abs)8(o)5(r)5(b)-1(ed P)7(A)-1(R)4( Ti)4(m)7(e)2( Seri)4(es Dat)4(a)2( fr)5(om)13( February)11( 20)5(00 t)4(o)-1( )]TJ 0.0002 Tc 0.0013 Tw 0 -1.1437 TD [(Decem)12(ber 2003. )]TJ /TT27 1 Tf 0.0016 Tc -0.0001 Tw 6.8443 0 Td [(J.)6( Ge)8(oph)7(y)-1(s)8(.)6( Res)]TJ /TT28 1 Tf -0.0038 Tc -0.0007 Tw 6.7665 0 Td [(.,)-5( 2)-7(004)-7(.)-5( )]TJ 0 g ET /GS19 gs BT /T1_9 9 Tf 0 Tc 0 Tw 1 0 0 1 289.994 28.8 Tm (260)Tj ET endstream endobj 342 0 obj 8006 endobj 343 0 obj << /Length 344 0 R >> stream /CS20 cs 0 0 0 sc 1 i /RelativeColorimetric ri /GS20 gs BT /TT30 1 Tf 12 0 0 12 70.92 731.6003 Tm (4. Conclusion )Tj /TT31 1 Tf -0.0002 Tc 0.0392 Tw 0 -1.64 TD [(Since the high relative f)8(r)-2(equency of )]TJ /TT32 1 Tf 0.0385 Tw 14.775 0 Td (Standard fill value 255)Tj /TT31 1 Tf 0.0011 Tc 0.0364 Tw 9.31 0 Td [( r)4(etr)4(ievals in)6( )]TJ /TT32 1 Tf 0.0004 Tc 0.0396 Tw 5.355 0 Td (Collection 4)Tj /TT31 1 Tf 0 Tc 0 Tw 4.955 0 Td ( )Tj /TT32 1 Tf -0.0001 Tc 0.29 0 Td (MODIS )Tj -0.001 Tc -34.685 -1.15 Td (LAI)Tj /TT31 1 Tf -0.0004 Tc 0.0854 Tw 1.5 0 Td ( product \(MOD15A2\) occurs for pixels with )Tj 0.0853 Tw 18.55 0 Td (high soybean percentage)Tj 0.0004 Tc 0.0821 Tw 10.05 0 Td (, only in a specific )Tj 0.0002 Tc 0.0789 Tw -30.1 -1.15 Td [(period which coincides with the m)8(a)-6(xim)8(u)-5(m)8( soybean)]TJ 0.0009 Tc 0.0753 Tw 21.08 0 Td ( growth stage, the re)Tj 0.0003 Tc 0.0797 Tw 8.45 0 Td [(sults from)8( our study )]TJ 0.0007 Tc 0.0059 Tw -29.53 -1.15 Td (indicate that those retrievals )Tj -0.0003 Tc 0.0103 Tw 11.54 0 Td (are closely related to the soybean)Tj 13.34 0 Td ( areas. Besides, their occurrence )Tj 0.001 Tc 0.339 Tw -24.88 -1.15 Td [(appears)5( not to be)5( dire)5(ctly)6( re)5(lated)6( to an)6( eve)5(n)1(tual m)9(i)-1(sclassif)4(i)-1(ca)5(tion)6( in )]TJ /TT32 1 Tf 0.0002 Tc 0 Tw 30.91 0 Td (landcover)Tj /TT31 1 Tf -0.0018 Tc 0.3418 Tw 4 0 Td ( input. )Tj 0.0001 Tc 0.2549 Tw -34.91 -1.15 Td (Therefore, the Collection 4 MOD15A2 product )Tj 0.0006 Tc 0.2527 Tw 20.72 0 Td (is not suitable to )Tj -0.0001 Tc 7.855 0 Td [(m)8(o)-5(nitor LAI seasonal )]TJ 0.0002 Tc 0.0798 Tw -28.575 -1.15 Td (changes over soybean areas. Thus, more effort )Tj 19.425 0 Td [(must be foc)-6(used on validating the product in )]TJ -0.0002 Tw -19.425 -1.15 Td (further studies. )Tj /TT30 1 Tf 0 -2.16 TD (5. References )Tj /TT31 1 Tf -0.0007 Tc 0.0381 Tw 10.02 0 0 10.02 70.92 571.5803 Tm 0.0001 -13.2694 Td [(Myn)-4(en)-4(i)2(, R.B.; )6(Hoffm)11(an)-4(, S.; )6(Kn)-4(yazikh)-4(in, Y.; Priv)-4(ette, J.L.)]TJ 23.4132 0 Td [(; Glassy, J.; Tian)-4(, Y.; )6(W)-9(a)6(n)-4(g)2(, )6(Y.; Song)-4(, )6(X.; Zh)-4(an)-4(g, Y.; )]TJ 0.0015 Tc 0.0659 Tw -23.4132 -1.1497 Td [(Sm)7(i)4(t)4(h)-1(, G.R)4(.;)4( Lot)4(s)1(ch)5(, A.;)4( Fri)4(e)8(dl)4(, M)4(.;)4( M)4(o)-1(ri)4(se)8(t)4(t)4(e)2(, J.T.;)4( Vot)4(a)2(v)5(a)2(, P.;)4( Nem)13(a)2(ni)4(, R)4(.R)4(.;)4( R)4(unni)10(n)5(g)-1(, S.)6(W. )6(Gl)4(o)5(b)-1(al)4( pro)5(d)5(u)-1(ct)4(s)7( )]TJ 0.002 Tc 0.0115 Tw 0 -1.1497 TD [(of)6( ve)9(get)4(a)3(t)4(i)4(o)-1(n)5( l)4(eaf are)9(a)3( a)9(n)-1(d)5( f)6(r)6(act)4(i)4(on a)9(b)-1(s)8(o)-1(r)6(b)-1(e)9(d)-1( P)7(AR)4( )6(fr)6(om)13( y)5(e)-3(ar )6(one)9( o)5(f M)11(O)6(DIS)7( )6(dat)4(a)]TJ /TT32 1 Tf 0 Tc 0 Tw 32.4371 0 Td ( )Tj /TT30 1 Tf 0.0003 Tc 0.0132 Tw 0.2635 0 Td [(Rem)7(o)-3(te)7( Sensin)6(g E)9(nviron)]TJ /TT32 1 Tf 0 Tc 0 Tw 10.5629 0 Td (.)Tj /TT31 1 Tf -0.0038 Tc 0.0173 Tw 0.2515 0 Td [(, 91)-7(,)7( )]TJ -0.0026 Tc -0.0019 Tw -43.515 -1.1437 Td [(1)-6(14-)-5(127)-6(, 20)-6(02)-6(. )-6( )]TJ 0.0014 Tc 0.0121 Tw 0 -1.7485 TD [(M)4(y)4(neni)4(, )-6(R)4(.;)4( K)5(n)-2(y)4(azi)4(khi)10(n, Y.;)4( Gl)4(assy)4(, )-6(J.;)4( Vot)10(a)2(va, P.;)4( )-6(S)7(h)]TJ 0.0012 Tc 0.0123 Tw 22 0 Td [(aba)8(n)-2(o)4(v)-2(, N.)6( )-6(Use)8(r)-1(')8(s)1( )-6(Gui)10(d)-2(e )-6(FP)7(AR, LAI \(ES)7(D)-1(T: M)4(O)-1(D)5(1)-2(5)4(A)5(2\))11( )]TJ -0.0019 Tc 0.0034 Tw -22 -1.1497 Td [(8)-5(-)2(d)-5(a)-1(y Co)-5(m)10(p)-5(o)-5(s)-2(i)7(t)1(e N)-4(A)2(SA MOD)-4(I)-4(S Lan)-5(d)1( A)-4(l)7(go)-5(r)-4(ith)-5(m)10(.)-3( p)-5(.)3( 1-)-4(17. 200)-5(3. )]TJ -0.0007 Tc 0.0022 Tw 0 -1.7425 TD (Rizzi, R. )Tj /TT30 1 Tf 0.0003 Tc 0.0012 Tw 3.7725 0 Td [(Geotecnologias em um sistema de estimati)9(va da produ\347)7(\343o de)7( soja)]TJ /TT31 1 Tf 0.0017 Tc -0.0002 Tw 27.7485 0 Td [(:)4( est)4(u)-1(d)5(o)-1( d)5(e)2( caso no R)4(i)4(o )6(Gra)8(n)5(de do)11( )]TJ -0.001 Tc 0.0684 Tw -31.521 -1.1497 Td [(Su)-4(l. 200)-4(4-0)-4(4)2(-30)-4(.)-2( \(INPE--TDI/\). Tese )]TJ 15.3892 0 Td [(\(Dou)-4(t)7(o)-4(rado)-4( em Sen)-4(s)5(o)-4(r)-3(iam)10(en)-4(t)1(o)-4( Rem)10(o)-4(to)-4(\) - In)-4(stituto)-4( Nacion)-4(al d)-4(e)6( Pesqu)-4(i)1(sas )]TJ -0.0001 Tc -0.0044 Tw -15.3892 -1.1497 Td [(Espaciais, S\343o Jos\351 dos )-6(Cam)11(pos. 2004. )]TJ -0.0013 Tc 0.0926 Tw T* [(Tan)-4(,)-3( )-6(B.; Hu)-4(ang)-4(,)-3( D.; )-6(Hu)-4(, J.; Yang)-4(, W.; )-6(Zh)-4(an)-4(g, )]TJ 0.0014 Tc 0.0959 Tw 19.3413 0 Td [(P.;)4( S)7(h)-2(a)8(b)-2(an)4(ov)4(, N)5(.V)5(.;)4( K)5(n)-2(y)4(azi)4(khi)4(n)4(, Y)5(.;)4( M)4(y)4(neni)4(, R)4(.B)4(.)]TJ /TT30 1 Tf 0 Tc 0 Tw 20.9162 0 Td ( )Tj /TT31 1 Tf -0.0019 Tc 0.0992 Tw 0.3413 0 Td [(An)-5(alysis o)-5(f)8( )]TJ 0.0013 Tc 0.1798 Tw -40.5988 -1.1497 Td [(M)4(O)-1(D)5(I)-1(S Leaf )6(Area I)5(n)4(dex R)10(e)2(t)4(r)-1(i)4(e)2(val)4(s)1( o)4(v)-2(er )6(B)4(r)-1(oa)8(dl)4(eaf C)4(r)5(o)4(p)-2(s as a Fu)4(nct)4(i)4(on )6(of M)4(o)4(del)4( )6(and )6(In)4(p)4(u)-2(t)4( Unc)8(e)2(rt)4(ai)4(nt)4(i)4(e)2(s. )]TJ /TT30 1 Tf 0 Tc -0.0045 Tw 0 -1.1497 TD [(Photogr)7(a)-3(mme)7(tric )-6(Enginee)7(r)1(ing an)5(d Remote )-6(Sensin)5(g)]TJ /TT31 1 Tf -0.0024 Tc 0.0039 Tw 21.9042 0 Td [(. Submit)-6(ted)-5( fo)-5(r)-5( )6(pub)-5(licatio)-5(n)-5(.)-4( )6(2)-5(004)-5(. )]TJ 0.0003 Tc 0.1449 Tw -21.9042 -1.7425 Td [(Wan)3(g)-3(, )6(Y.; Tia)7(n)-3(, )6(Y.; Zha)7(n)3(g, )6(Y.; El-Sale)7(o)-3(u)3(s)6(, N.; )6(Kny)3(azik)3(h)]TJ 0.0018 Tc 0.1434 Tw 24.1198 0 Td [(i)4(n)-1(, )6(Y.;)4( )6(Verm)7(ot)4(e, E.;)4( M)5(y)5(ne)9(ni)4(, R)4(.B)4(. I)6(n)5(vest)10(i)4(g)-1(at)4(i)4(on )6(of)6( )]TJ -0.0001 Tc 0.2531 Tw -24.1198 -1.1497 Td [(product accuracy as a func)7(tion of )]TJ -0.0005 Tc 0.2535 Tw 15.0539 0 Td [(input and m)11(odel uncertainties: Ca)-6(se)]TJ -0.0002 Tc 0.2532 Tw 15.3234 0 Td [( study with Sea)7(W)-8(iFS and MODIS)11( )]TJ 0.001 Tc -0.0055 Tw -30.3772 -1.1497 Td [(LAI/F)6(PAR Al)9(go)4(rithm)12(. )]TJ /TT30 1 Tf 0.0004 Tc 0.0011 Tw 9.3413 0 Td [(Rem)7(o)-3(te)7( Sensin)6(g E)9(nviron)]TJ /TT31 1 Tf -0.0019 Tc 0.0034 Tw 10.5389 0 Td [(., 78)-5(, 296)-5(-31)-5(1)1(, )6(2)-5(001)-5(. )]TJ 0.0016 Tc -0.0001 Tw -19.8802 -1.7425 Td [(Wan)5(g)-1(, )6(Y.;)4( )6(Wo)11(odc)8(oc)8(k, C)4(.E)8(.;)4( )6(B)4(u)-1(erm)13(a)2(nn, )6(W.;)10( St)4(enbe)8(r)5(g)-1(, P)7(.;)4( Voi)10(p)-1(i)4(o)-1(, )6(P.;)4( Sm)13(ol)4(an)5(der)5(, H)5(.;)4( H)5(a)14(\250)-25(m)13(e, )6(T.;)4( Ti)4(an)5(,)6( Y.;)4( H)5(u)-1(, )6(J.; )]TJ 0.0013 Tc 0.102 Tw T* [(Kny)4(azi)4(k)4(h)-2(i)4(n)4(, Y)5(.;)4( M)4(y)4(neni)4(, R)4(.B)4(. Eval)4(uat)4(i)4(o)4(n )6(of t)4(h)-2(e M)4(O)5(D)5(I)-1(S)7( LAI al)4(g)4(o)-2(ri)4(t)4(h)4(m)7( at a coni)4(fer)5(ous )6(fo)4(rest)4( si)4(t)4(e)2( i)4(n)-2( Fi)4(nl)4(an)4(d.)]TJ /TT32 1 Tf 0 Tc 0 Tw 45.2635 0 Td ( )Tj /TT30 1 Tf 0.0004 Tc -0.0049 Tw -45.2635 -1.1497 Td [(Rem)7(o)-3(te Sensi)9(ng )-6(En)6(vir)7(o)-3(n)]TJ /TT31 1 Tf -0.0017 Tc -0.0028 Tw 10.5389 0 Td [(., 91)-5(, 11)-5(4-1)-5(2)1(7)-5(,)3( )-6(200)-5(4. )-6( )]TJ -0.0001 Tc 0.0136 Tw -10.5389 -1.7425 Td [(Yang, )6(W.; Stroeve, J.C.; Shab)]TJ -0.0011 Tc 0.0146 Tw 12.0719 0 Td [(an)-4(ov)-4(, )6(N.V.; Hu)-4(ang)-4(,)-3( )6(D.; Tan)-4(,)-3( )6(B.; Zh)-4(ang)-4(,)-3( P.; )6(Kn)-4(yazikh)-4(in, Y.; Myn)-4(en)-4(i)1(,R.B. An)-4(alysis )]TJ 0.0017 Tc 0.1914 Tw -12.0719 -1.1497 Td [(of Gl)10(obal)4( M)5(O)5(DIS Lea)8(f)-1( A)5(r)-1(e)8(a)2( Inde)8(x an)5(d F)7(r)-1(act)4(i)4(on )6(Abs)8(o)5(r)5(b)-1(ed P)7(A)-1(R)4( Ti)4(m)7(e)2( Seri)4(es Dat)4(a)2( fr)5(om)13( February)11( 20)5(00 t)4(o)-1( )]TJ 0.0002 Tc 0.0013 Tw 0 -1.1437 TD [(Decem)12(ber 2003. )]TJ /TT30 1 Tf 0.0016 Tc -0.0001 Tw 6.8443 0 Td [(J.)6( Ge)8(oph)7(y)-1(s)8(.)6( Res)]TJ /TT31 1 Tf -0.0038 Tc -0.0007 Tw 6.7665 0 Td [(.,)-5( 2)-7(004)-7(.)-5( )]TJ 0 g ET /GS21 gs BT /T1_10 9 Tf 0 Tc 0 Tw 1 0 0 1 289.994 28.8 Tm (260)Tj ET endstream endobj 344 0 obj 7717 endobj 345 0 obj << /Length 346 0 R >> stream /CS22 cs 0 0 0 sc 1 i /RelativeColorimetric ri /GS22 gs BT /TT33 1 Tf 12 0 0 12 70.92 731.6003 Tm (4. Conclusion )Tj /TT34 1 Tf -0.0002 Tc 0.0392 Tw 0 -1.64 TD [(Since the high relative f)8(r)-2(equency of )]TJ /TT35 1 Tf 0.0385 Tw 14.775 0 Td (Standard fill value 255)Tj /TT34 1 Tf 0.0011 Tc 0.0364 Tw 9.31 0 Td [( r)4(etr)4(ievals in)6( )]TJ /TT35 1 Tf 0.0004 Tc 0.0396 Tw 5.355 0 Td (Collection 4)Tj /TT34 1 Tf 0 Tc 0 Tw 4.955 0 Td ( )Tj /TT35 1 Tf -0.0001 Tc 0.29 0 Td (MODIS )Tj -0.001 Tc -34.685 -1.15 Td (LAI)Tj /TT34 1 Tf -0.0004 Tc 0.0854 Tw 1.5 0 Td ( product \(MOD15A2\) occurs for pixels with )Tj 0.0853 Tw 18.55 0 Td (high soybean percentage)Tj 0.0004 Tc 0.0821 Tw 10.05 0 Td (, only in a specific )Tj 0.0002 Tc 0.0789 Tw -30.1 -1.15 Td [(period which coincides with the m)8(a)-6(xim)8(u)-5(m)8( soybean)]TJ 0.0009 Tc 0.0753 Tw 21.08 0 Td ( growth stage, the re)Tj 0.0003 Tc 0.0797 Tw 8.45 0 Td [(sults from)8( our study )]TJ 0.0007 Tc 0.0059 Tw -29.53 -1.15 Td (indicate that those retrievals )Tj -0.0003 Tc 0.0103 Tw 11.54 0 Td (are closely related to the soybean)Tj 13.34 0 Td ( areas. Besides, their occurrence )Tj 0.001 Tc 0.339 Tw -24.88 -1.15 Td [(appears)5( not to be)5( dire)5(ctly)6( re)5(lated)6( to an)6( eve)5(n)1(tual m)9(i)-1(sclassif)4(i)-1(ca)5(tion)6( in )]TJ /TT35 1 Tf 0.0002 Tc 0 Tw 30.91 0 Td (landcover)Tj /TT34 1 Tf -0.0018 Tc 0.3418 Tw 4 0 Td ( input. )Tj 0.0001 Tc 0.2549 Tw -34.91 -1.15 Td (Therefore, the Collection 4 MOD15A2 product )Tj 0.0006 Tc 0.2527 Tw 20.72 0 Td (is not suitable to )Tj -0.0001 Tc 7.855 0 Td [(m)8(o)-5(nitor LAI seasonal )]TJ 0.0002 Tc 0.0798 Tw -28.575 -1.15 Td (changes over soybean areas. Thus, more effort )Tj 19.425 0 Td [(must be foc)-6(used on validating the product in )]TJ -0.0002 Tw -19.425 -1.15 Td (further studies. )Tj -0.0007 Tc 0.0381 Tw 10.02 0 0 10.02 70.92 571.5803 Tm 0.0001 -13.2694 Td [(Myn)-4(en)-4(i)2(, R.B.; )6(Hoffm)11(an)-4(, S.; )6(Kn)-4(yazikh)-4(in, Y.; Priv)-4(ette, J.L.)]TJ 23.4132 0 Td [(; Glassy, J.; Tian)-4(, Y.; )6(W)-9(a)6(n)-4(g)2(, )6(Y.; Song)-4(, )6(X.; Zh)-4(an)-4(g, Y.; )]TJ 0.0015 Tc 0.0659 Tw -23.4132 -1.1497 Td [(Sm)7(i)4(t)4(h)-1(, G.R)4(.;)4( Lot)4(s)1(ch)5(, A.;)4( Fri)4(e)8(dl)4(, M)4(.;)4( M)4(o)-1(ri)4(se)8(t)4(t)4(e)2(, J.T.;)4( Vot)4(a)2(v)5(a)2(, P.;)4( Nem)13(a)2(ni)4(, R)4(.R)4(.;)4( R)4(unni)10(n)5(g)-1(, S.)6(W. )6(Gl)4(o)5(b)-1(al)4( pro)5(d)5(u)-1(ct)4(s)7( )]TJ 0.002 Tc 0.0115 Tw 0 -1.1497 TD [(of)6( ve)9(get)4(a)3(t)4(i)4(o)-1(n)5( l)4(eaf are)9(a)3( a)9(n)-1(d)5( f)6(r)6(act)4(i)4(on a)9(b)-1(s)8(o)-1(r)6(b)-1(e)9(d)-1( P)7(AR)4( )6(fr)6(om)13( y)5(e)-3(ar )6(one)9( o)5(f M)11(O)6(DIS)7( )6(dat)4(a)]TJ /TT35 1 Tf 0 Tc 0 Tw 32.4371 0 Td ( )Tj /TT33 1 Tf 0.0003 Tc 0.0132 Tw 0.2635 0 Td [(Rem)7(o)-3(te)7( Sensin)6(g E)9(nviron)]TJ /TT35 1 Tf 0 Tc 0 Tw 10.5629 0 Td (.)Tj /TT34 1 Tf -0.0038 Tc 0.0173 Tw 0.2515 0 Td [(, 91)-7(,)7( )]TJ -0.0026 Tc -0.0019 Tw -43.515 -1.1437 Td [(1)-6(14-)-5(127)-6(, 20)-6(02)-6(. )-6( )]TJ 0.0014 Tc 0.0121 Tw 0 -1.7485 TD [(M)4(y)4(neni)4(, )-6(R)4(.;)4( K)5(n)-2(y)4(azi)4(khi)10(n, Y.;)4( Gl)4(assy)4(, )-6(J.;)4( Vot)10(a)2(va, P.;)4( )-6(S)7(h)]TJ 0.0012 Tc 0.0123 Tw 22 0 Td [(aba)8(n)-2(o)4(v)-2(, N.)6( )-6(Use)8(r)-1(')8(s)1( )-6(Gui)10(d)-2(e )-6(FP)7(AR, LAI \(ES)7(D)-1(T: M)4(O)-1(D)5(1)-2(5)4(A)5(2\))11( )]TJ -0.0019 Tc 0.0034 Tw -22 -1.1497 Td [(8)-5(-)2(d)-5(a)-1(y Co)-5(m)10(p)-5(o)-5(s)-2(i)7(t)1(e N)-4(A)2(SA MOD)-4(I)-4(S Lan)-5(d)1( A)-4(l)7(go)-5(r)-4(ith)-5(m)10(.)-3( p)-5(.)3( 1-)-4(17. 200)-5(3. )]TJ -0.0007 Tc 0.0022 Tw 0 -1.7425 TD (Rizzi, R. )Tj /TT33 1 Tf 0.0003 Tc 0.0012 Tw 3.7725 0 Td [(Geotecnologias em um sistema de estimati)9(va da produ\347)7(\343o de)7( soja)]TJ /TT34 1 Tf 0.0017 Tc -0.0002 Tw 27.7485 0 Td [(:)4( est)4(u)-1(d)5(o)-1( d)5(e)2( caso no R)4(i)4(o )6(Gra)8(n)5(de do)11( )]TJ -0.001 Tc 0.0684 Tw -31.521 -1.1497 Td [(Su)-4(l. 200)-4(4-0)-4(4)2(-30)-4(.)-2( \(INPE--TDI/\). Tese )]TJ 15.3892 0 Td [(\(Dou)-4(t)7(o)-4(rado)-4( em Sen)-4(s)5(o)-4(r)-3(iam)10(en)-4(t)1(o)-4( Rem)10(o)-4(to)-4(\) - In)-4(stituto)-4( Nacion)-4(al d)-4(e)6( Pesqu)-4(i)1(sas )]TJ -0.0001 Tc -0.0044 Tw -15.3892 -1.1497 Td [(Espaciais, S\343o Jos\351 dos )-6(Cam)11(pos. 2004. )]TJ -0.0013 Tc 0.0926 Tw T* [(Tan)-4(,)-3( )-6(B.; Hu)-4(ang)-4(,)-3( D.; )-6(Hu)-4(, J.; Yang)-4(, W.; )-6(Zh)-4(an)-4(g, )]TJ 0.0014 Tc 0.0959 Tw 19.3413 0 Td [(P.;)4( S)7(h)-2(a)8(b)-2(an)4(ov)4(, N)5(.V)5(.;)4( K)5(n)-2(y)4(azi)4(khi)4(n)4(, Y)5(.;)4( M)4(y)4(neni)4(, R)4(.B)4(.)]TJ /TT33 1 Tf 0 Tc 0 Tw 20.9162 0 Td ( )Tj /TT34 1 Tf -0.0019 Tc 0.0992 Tw 0.3413 0 Td [(An)-5(alysis o)-5(f)8( )]TJ 0.0013 Tc 0.1798 Tw -40.5988 -1.1497 Td [(M)4(O)-1(D)5(I)-1(S Leaf )6(Area I)5(n)4(dex R)10(e)2(t)4(r)-1(i)4(e)2(val)4(s)1( o)4(v)-2(er )6(B)4(r)-1(oa)8(dl)4(eaf C)4(r)5(o)4(p)-2(s as a Fu)4(nct)4(i)4(on )6(of M)4(o)4(del)4( )6(and )6(In)4(p)4(u)-2(t)4( Unc)8(e)2(rt)4(ai)4(nt)4(i)4(e)2(s. )]TJ /TT33 1 Tf 0 Tc -0.0045 Tw 0 -1.1497 TD [(Photogr)7(a)-3(mme)7(tric )-6(Enginee)7(r)1(ing an)5(d Remote )-6(Sensin)5(g)]TJ /TT34 1 Tf -0.0024 Tc 0.0039 Tw 21.9042 0 Td [(. Submit)-6(ted)-5( fo)-5(r)-5( )6(pub)-5(licatio)-5(n)-5(.)-4( )6(2)-5(004)-5(. )]TJ 0.0003 Tc 0.1449 Tw -21.9042 -1.7425 Td [(Wan)3(g)-3(, )6(Y.; Tia)7(n)-3(, )6(Y.; Zha)7(n)3(g, )6(Y.; El-Sale)7(o)-3(u)3(s)6(, N.; )6(Kny)3(azik)3(h)]TJ 0.0018 Tc 0.1434 Tw 24.1198 0 Td [(i)4(n)-1(, )6(Y.;)4( )6(Verm)7(ot)4(e, E.;)4( M)5(y)5(ne)9(ni)4(, R)4(.B)4(. I)6(n)5(vest)10(i)4(g)-1(at)4(i)4(on )6(of)6( )]TJ -0.0001 Tc 0.2531 Tw -24.1198 -1.1497 Td [(product accuracy as a func)7(tion of )]TJ -0.0005 Tc 0.2535 Tw 15.0539 0 Td [(input and m)11(odel uncertainties: Ca)-6(se)]TJ -0.0002 Tc 0.2532 Tw 15.3234 0 Td [( study with Sea)7(W)-8(iFS and MODIS)11( )]TJ 0.001 Tc -0.0055 Tw -30.3772 -1.1497 Td [(LAI/F)6(PAR Al)9(go)4(rithm)12(. )]TJ /TT33 1 Tf 0.0004 Tc 0.0011 Tw 9.3413 0 Td [(Rem)7(o)-3(te)7( Sensin)6(g E)9(nviron)]TJ /TT34 1 Tf -0.0019 Tc 0.0034 Tw 10.5389 0 Td [(., 78)-5(, 296)-5(-31)-5(1)1(, )6(2)-5(001)-5(. )]TJ 0.0016 Tc -0.0001 Tw -19.8802 -1.7425 Td [(Wan)5(g)-1(, )6(Y.;)4( )6(Wo)11(odc)8(oc)8(k, C)4(.E)8(.;)4( )6(B)4(u)-1(erm)13(a)2(nn, )6(W.;)10( St)4(enbe)8(r)5(g)-1(, P)7(.;)4( Voi)10(p)-1(i)4(o)-1(, )6(P.;)4( Sm)13(ol)4(an)5(der)5(, H)5(.;)4( H)5(a)14(\250)-25(m)13(e, )6(T.;)4( Ti)4(an)5(,)6( Y.;)4( H)5(u)-1(, )6(J.; )]TJ 0.0013 Tc 0.102 Tw T* [(Kny)4(azi)4(k)4(h)-2(i)4(n)4(, Y)5(.;)4( M)4(y)4(neni)4(, R)4(.B)4(. Eval)4(uat)4(i)4(o)4(n )6(of t)4(h)-2(e M)4(O)5(D)5(I)-1(S)7( LAI al)4(g)4(o)-2(ri)4(t)4(h)4(m)7( at a coni)4(fer)5(ous )6(fo)4(rest)4( si)4(t)4(e)2( i)4(n)-2( Fi)4(nl)4(an)4(d.)]TJ /TT35 1 Tf 0 Tc 0 Tw 45.2635 0 Td ( )Tj /TT33 1 Tf 0.0004 Tc -0.0049 Tw -45.2635 -1.1497 Td [(Rem)7(o)-3(te Sensi)9(ng )-6(En)6(vir)7(o)-3(n)]TJ /TT34 1 Tf -0.0017 Tc -0.0028 Tw 10.5389 0 Td [(., 91)-5(, 11)-5(4-1)-5(2)1(7)-5(,)3( )-6(200)-5(4. )-6( )]TJ -0.0001 Tc 0.0136 Tw -10.5389 -1.7425 Td [(Yang, )6(W.; Stroeve, J.C.; Shab)]TJ -0.0011 Tc 0.0146 Tw 12.0719 0 Td [(an)-4(ov)-4(, )6(N.V.; Hu)-4(ang)-4(,)-3( )6(D.; Tan)-4(,)-3( )6(B.; Zh)-4(ang)-4(,)-3( P.; )6(Kn)-4(yazikh)-4(in, Y.; Myn)-4(en)-4(i)1(,R.B. An)-4(alysis )]TJ 0.0017 Tc 0.1914 Tw -12.0719 -1.1497 Td [(of Gl)10(obal)4( M)5(O)5(DIS Lea)8(f)-1( A)5(r)-1(e)8(a)2( Inde)8(x an)5(d F)7(r)-1(act)4(i)4(on )6(Abs)8(o)5(r)5(b)-1(ed P)7(A)-1(R)4( Ti)4(m)7(e)2( Seri)4(es Dat)4(a)2( fr)5(om)13( February)11( 20)5(00 t)4(o)-1( )]TJ 0.0002 Tc 0.0013 Tw 0 -1.1437 TD [(Decem)12(ber 2003. )]TJ /TT33 1 Tf 0.0016 Tc -0.0001 Tw 6.8443 0 Td [(J.)6( Ge)8(oph)7(y)-1(s)8(.)6( Res)]TJ /TT34 1 Tf -0.0038 Tc -0.0007 Tw 6.7665 0 Td [(.,)-5( 2)-7(004)-7(.)-5( )]TJ 0 g ET /GS23 gs BT /T1_11 9 Tf 0 Tc 0 Tw 1 0 0 1 289.994 28.8 Tm (260)Tj ET endstream endobj 346 0 obj 7665 endobj 347 0 obj << /Length 348 0 R >> stream /CS24 cs 0 0 0 sc 1 i /RelativeColorimetric ri /GS24 gs BT /TT36 1 Tf 12 0 0 12 70.92 731.6003 Tm (4. Conclusion )Tj /TT37 1 Tf -0.0002 Tc 0.0392 Tw 0 -1.64 TD [(Since the high relative f)8(r)-2(equency of )]TJ /TT38 1 Tf 0.0385 Tw 14.775 0 Td (Standard fill value 255)Tj /TT37 1 Tf 0.0011 Tc 0.0364 Tw 9.31 0 Td [( r)4(etr)4(ievals in)6( )]TJ /TT38 1 Tf 0.0004 Tc 0.0396 Tw 5.355 0 Td (Collection 4)Tj /TT37 1 Tf 0 Tc 0 Tw 4.955 0 Td ( )Tj /TT38 1 Tf -0.0001 Tc 0.29 0 Td (MODIS )Tj -0.001 Tc -34.685 -1.15 Td (LAI)Tj /TT37 1 Tf -0.0004 Tc 0.0854 Tw 1.5 0 Td ( product \(MOD15A2\) occurs for pixels with )Tj 0.0853 Tw 18.55 0 Td (high soybean percentage)Tj 0.0004 Tc 0.0821 Tw 10.05 0 Td (, only in a specific )Tj 0.0002 Tc 0.0789 Tw -30.1 -1.15 Td [(period which coincides with the m)8(a)-6(xim)8(u)-5(m)8( soybean)]TJ 0.0009 Tc 0.0753 Tw 21.08 0 Td ( growth stage, the re)Tj 0.0003 Tc 0.0797 Tw 8.45 0 Td [(sults from)8( our study )]TJ 0.0007 Tc 0.0059 Tw -29.53 -1.15 Td (indicate that those retrievals )Tj -0.0003 Tc 0.0103 Tw 11.54 0 Td (are closely related to the soybean)Tj 13.34 0 Td ( areas. Besides, their occurrence )Tj 0.001 Tc 0.339 Tw -24.88 -1.15 Td [(appears)5( not to be)5( dire)5(ctly)6( re)5(lated)6( to an)6( eve)5(n)1(tual m)9(i)-1(sclassif)4(i)-1(ca)5(tion)6( in )]TJ /TT38 1 Tf 0.0002 Tc 0 Tw 30.91 0 Td (landcover)Tj /TT37 1 Tf -0.0018 Tc 0.3418 Tw 4 0 Td ( input. )Tj 0.0001 Tc 0.2549 Tw -34.91 -1.15 Td (Therefore, the Collection 4 MOD15A2 product )Tj 0.0006 Tc 0.2527 Tw 20.72 0 Td (is not suitable to )Tj -0.0001 Tc 7.855 0 Td [(m)8(o)-5(nitor LAI seasonal )]TJ 0.0002 Tc 0.0798 Tw -28.575 -1.15 Td (changes over soybean areas. Thus, more effort )Tj 19.425 0 Td [(must be foc)-6(used on validating the product in )]TJ -0.0007 Tc 0.0381 Tw 10.02 0 0 10.02 70.92 571.5803 Tm 0.0001 -13.2694 Td [(Myn)-4(en)-4(i)2(, R.B.; )6(Hoffm)11(an)-4(, S.; )6(Kn)-4(yazikh)-4(in, Y.; Priv)-4(ette, J.L.)]TJ 23.4132 0 Td [(; Glassy, J.; Tian)-4(, Y.; )6(W)-9(a)6(n)-4(g)2(, )6(Y.; Song)-4(, )6(X.; Zh)-4(an)-4(g, Y.; )]TJ 0.0015 Tc 0.0659 Tw -23.4132 -1.1497 Td [(Sm)7(i)4(t)4(h)-1(, G.R)4(.;)4( Lot)4(s)1(ch)5(, A.;)4( Fri)4(e)8(dl)4(, M)4(.;)4( M)4(o)-1(ri)4(se)8(t)4(t)4(e)2(, J.T.;)4( Vot)4(a)2(v)5(a)2(, P.;)4( Nem)13(a)2(ni)4(, R)4(.R)4(.;)4( R)4(unni)10(n)5(g)-1(, S.)6(W. )6(Gl)4(o)5(b)-1(al)4( pro)5(d)5(u)-1(ct)4(s)7( )]TJ 0.002 Tc 0.0115 Tw 0 -1.1497 TD [(of)6( ve)9(get)4(a)3(t)4(i)4(o)-1(n)5( l)4(eaf are)9(a)3( a)9(n)-1(d)5( f)6(r)6(act)4(i)4(on a)9(b)-1(s)8(o)-1(r)6(b)-1(e)9(d)-1( P)7(AR)4( )6(fr)6(om)13( y)5(e)-3(ar )6(one)9( o)5(f M)11(O)6(DIS)7( )6(dat)4(a)]TJ /TT38 1 Tf 0 Tc 0 Tw 32.4371 0 Td ( )Tj /TT36 1 Tf 0.0003 Tc 0.0132 Tw 0.2635 0 Td [(Rem)7(o)-3(te)7( Sensin)6(g E)9(nviron)]TJ /TT38 1 Tf 0 Tc 0 Tw 10.5629 0 Td (.)Tj /TT37 1 Tf -0.0038 Tc 0.0173 Tw 0.2515 0 Td [(, 91)-7(,)7( )]TJ -0.0026 Tc -0.0019 Tw -43.515 -1.1437 Td [(1)-6(14-)-5(127)-6(, 20)-6(02)-6(. )-6( )]TJ 0.0014 Tc 0.0121 Tw 0 -1.7485 TD [(M)4(y)4(neni)4(, )-6(R)4(.;)4( K)5(n)-2(y)4(azi)4(khi)10(n, Y.;)4( Gl)4(assy)4(, )-6(J.;)4( Vot)10(a)2(va, P.;)4( )-6(S)7(h)]TJ 0.0012 Tc 0.0123 Tw 22 0 Td [(aba)8(n)-2(o)4(v)-2(, N.)6( )-6(Use)8(r)-1(')8(s)1( )-6(Gui)10(d)-2(e )-6(FP)7(AR, LAI \(ES)7(D)-1(T: M)4(O)-1(D)5(1)-2(5)4(A)5(2\))11( )]TJ -0.0019 Tc 0.0034 Tw -22 -1.1497 Td [(8)-5(-)2(d)-5(a)-1(y Co)-5(m)10(p)-5(o)-5(s)-2(i)7(t)1(e N)-4(A)2(SA MOD)-4(I)-4(S Lan)-5(d)1( A)-4(l)7(go)-5(r)-4(ith)-5(m)10(.)-3( p)-5(.)3( 1-)-4(17. 200)-5(3. )]TJ -0.0007 Tc 0.0022 Tw 0 -1.7425 TD (Rizzi, R. )Tj /TT36 1 Tf 0.0003 Tc 0.0012 Tw 3.7725 0 Td [(Geotecnologias em um sistema de estimati)9(va da produ\347)7(\343o de)7( soja)]TJ /TT37 1 Tf 0.0017 Tc -0.0002 Tw 27.7485 0 Td [(:)4( est)4(u)-1(d)5(o)-1( d)5(e)2( caso no R)4(i)4(o )6(Gra)8(n)5(de do)11( )]TJ -0.001 Tc 0.0684 Tw -31.521 -1.1497 Td [(Su)-4(l. 200)-4(4-0)-4(4)2(-30)-4(.)-2( \(INPE--TDI/\). Tese )]TJ 15.3892 0 Td [(\(Dou)-4(t)7(o)-4(rado)-4( em Sen)-4(s)5(o)-4(r)-3(iam)10(en)-4(t)1(o)-4( Rem)10(o)-4(to)-4(\) - In)-4(stituto)-4( Nacion)-4(al d)-4(e)6( Pesqu)-4(i)1(sas )]TJ -0.0001 Tc -0.0044 Tw -15.3892 -1.1497 Td [(Espaciais, S\343o Jos\351 dos )-6(Cam)11(pos. 2004. )]TJ -0.0013 Tc 0.0926 Tw T* [(Tan)-4(,)-3( )-6(B.; Hu)-4(ang)-4(,)-3( D.; )-6(Hu)-4(, J.; Yang)-4(, W.; )-6(Zh)-4(an)-4(g, )]TJ 0.0014 Tc 0.0959 Tw 19.3413 0 Td [(P.;)4( S)7(h)-2(a)8(b)-2(an)4(ov)4(, N)5(.V)5(.;)4( K)5(n)-2(y)4(azi)4(khi)4(n)4(, Y)5(.;)4( M)4(y)4(neni)4(, R)4(.B)4(.)]TJ /TT36 1 Tf 0 Tc 0 Tw 20.9162 0 Td ( )Tj /TT37 1 Tf -0.0019 Tc 0.0992 Tw 0.3413 0 Td [(An)-5(alysis o)-5(f)8( )]TJ 0.0013 Tc 0.1798 Tw -40.5988 -1.1497 Td [(M)4(O)-1(D)5(I)-1(S Leaf )6(Area I)5(n)4(dex R)10(e)2(t)4(r)-1(i)4(e)2(val)4(s)1( o)4(v)-2(er )6(B)4(r)-1(oa)8(dl)4(eaf C)4(r)5(o)4(p)-2(s as a Fu)4(nct)4(i)4(on )6(of M)4(o)4(del)4( )6(and )6(In)4(p)4(u)-2(t)4( Unc)8(e)2(rt)4(ai)4(nt)4(i)4(e)2(s. )]TJ /TT36 1 Tf 0 Tc -0.0045 Tw 0 -1.1497 TD [(Photogr)7(a)-3(mme)7(tric )-6(Enginee)7(r)1(ing an)5(d Remote )-6(Sensin)5(g)]TJ /TT37 1 Tf -0.0024 Tc 0.0039 Tw 21.9042 0 Td [(. Submit)-6(ted)-5( fo)-5(r)-5( )6(pub)-5(licatio)-5(n)-5(.)-4( )6(2)-5(004)-5(. )]TJ 0.0003 Tc 0.1449 Tw -21.9042 -1.7425 Td [(Wan)3(g)-3(, )6(Y.; Tia)7(n)-3(, )6(Y.; Zha)7(n)3(g, )6(Y.; El-Sale)7(o)-3(u)3(s)6(, N.; )6(Kny)3(azik)3(h)]TJ 0.0018 Tc 0.1434 Tw 24.1198 0 Td [(i)4(n)-1(, )6(Y.;)4( )6(Verm)7(ot)4(e, E.;)4( M)5(y)5(ne)9(ni)4(, R)4(.B)4(. I)6(n)5(vest)10(i)4(g)-1(at)4(i)4(on )6(of)6( )]TJ -0.0001 Tc 0.2531 Tw -24.1198 -1.1497 Td [(product accuracy as a func)7(tion of )]TJ -0.0005 Tc 0.2535 Tw 15.0539 0 Td [(input and m)11(odel uncertainties: Ca)-6(se)]TJ -0.0002 Tc 0.2532 Tw 15.3234 0 Td [( study with Sea)7(W)-8(iFS and MODIS)11( )]TJ 0.001 Tc -0.0055 Tw -30.3772 -1.1497 Td [(LAI/F)6(PAR Al)9(go)4(rithm)12(. )]TJ /TT36 1 Tf 0.0004 Tc 0.0011 Tw 9.3413 0 Td [(Rem)7(o)-3(te)7( Sensin)6(g E)9(nviron)]TJ /TT37 1 Tf -0.0019 Tc 0.0034 Tw 10.5389 0 Td [(., 78)-5(, 296)-5(-31)-5(1)1(, )6(2)-5(001)-5(. )]TJ 0.0016 Tc -0.0001 Tw -19.8802 -1.7425 Td [(Wan)5(g)-1(, )6(Y.;)4( )6(Wo)11(odc)8(oc)8(k, C)4(.E)8(.;)4( )6(B)4(u)-1(erm)13(a)2(nn, )6(W.;)10( St)4(enbe)8(r)5(g)-1(, P)7(.;)4( Voi)10(p)-1(i)4(o)-1(, )6(P.;)4( Sm)13(ol)4(an)5(der)5(, H)5(.;)4( H)5(a)14(\250)-25(m)13(e, )6(T.;)4( Ti)4(an)5(,)6( Y.;)4( H)5(u)-1(, )6(J.; )]TJ 0.0013 Tc 0.102 Tw T* [(Kny)4(azi)4(k)4(h)-2(i)4(n)4(, Y)5(.;)4( M)4(y)4(neni)4(, R)4(.B)4(. Eval)4(uat)4(i)4(o)4(n )6(of t)4(h)-2(e M)4(O)5(D)5(I)-1(S)7( LAI al)4(g)4(o)-2(ri)4(t)4(h)4(m)7( at a coni)4(fer)5(ous )6(fo)4(rest)4( si)4(t)4(e)2( i)4(n)-2( Fi)4(nl)4(an)4(d.)]TJ /TT38 1 Tf 0 Tc 0 Tw 45.2635 0 Td ( )Tj /TT36 1 Tf 0.0004 Tc -0.0049 Tw -45.2635 -1.1497 Td [(Rem)7(o)-3(te Sensi)9(ng )-6(En)6(vir)7(o)-3(n)]TJ /TT37 1 Tf -0.0017 Tc -0.0028 Tw 10.5389 0 Td [(., 91)-5(, 11)-5(4-1)-5(2)1(7)-5(,)3( )-6(200)-5(4. )-6( )]TJ -0.0001 Tc 0.0136 Tw -10.5389 -1.7425 Td [(Yang, )6(W.; Stroeve, J.C.; Shab)]TJ -0.0011 Tc 0.0146 Tw 12.0719 0 Td [(an)-4(ov)-4(, )6(N.V.; Hu)-4(ang)-4(,)-3( )6(D.; Tan)-4(,)-3( )6(B.; Zh)-4(ang)-4(,)-3( P.; )6(Kn)-4(yazikh)-4(in, Y.; Myn)-4(en)-4(i)1(,R.B. An)-4(alysis )]TJ 0.0017 Tc 0.1914 Tw -12.0719 -1.1497 Td [(of Gl)10(obal)4( M)5(O)5(DIS Lea)8(f)-1( A)5(r)-1(e)8(a)2( Inde)8(x an)5(d F)7(r)-1(act)4(i)4(on )6(Abs)8(o)5(r)5(b)-1(ed P)7(A)-1(R)4( Ti)4(m)7(e)2( Seri)4(es Dat)4(a)2( fr)5(om)13( February)11( 20)5(00 t)4(o)-1( )]TJ 0.0002 Tc 0.0013 Tw 0 -1.1437 TD [(Decem)12(ber 2003. )]TJ /TT36 1 Tf 0.0016 Tc -0.0001 Tw 6.8443 0 Td [(J.)6( Ge)8(oph)7(y)-1(s)8(.)6( Res)]TJ /TT37 1 Tf -0.0038 Tc -0.0007 Tw 6.7665 0 Td [(.,)-5( 2)-7(004)-7(.)-5( )]TJ 0 g ET /GS25 gs BT /T1_12 9 Tf 0 Tc 0 Tw 1 0 0 1 289.994 28.8 Tm (260)Tj ET endstream endobj 348 0 obj 7615 endobj 349 0 obj << /Length 350 0 R >> stream /CS26 cs 0 0 0 sc 1 i /RelativeColorimetric ri /GS26 gs BT /TT39 1 Tf 12 0 0 12 70.92 731.6003 Tm (4. Conclusion )Tj /TT40 1 Tf -0.0002 Tc 0.0392 Tw 0 -1.64 TD [(Since the high relative f)8(r)-2(equency of )]TJ /TT41 1 Tf 0.0385 Tw 14.775 0 Td (Standard fill value 255)Tj /TT40 1 Tf 0.0011 Tc 0.0364 Tw 9.31 0 Td [( r)4(etr)4(ievals in)6( )]TJ /TT41 1 Tf 0.0004 Tc 0.0396 Tw 5.355 0 Td (Collection 4)Tj /TT40 1 Tf 0 Tc 0 Tw 4.955 0 Td ( )Tj /TT41 1 Tf -0.0001 Tc 0.29 0 Td (MODIS )Tj -0.001 Tc -34.685 -1.15 Td (LAI)Tj /TT40 1 Tf -0.0004 Tc 0.0854 Tw 1.5 0 Td ( product \(MOD15A2\) occurs for pixels with )Tj 0.0853 Tw 18.55 0 Td (high soybean percentage)Tj 0.0004 Tc 0.0821 Tw 10.05 0 Td (, only in a specific )Tj 0.0002 Tc 0.0789 Tw -30.1 -1.15 Td [(period which coincides with the m)8(a)-6(xim)8(u)-5(m)8( soybean)]TJ 0.0009 Tc 0.0753 Tw 21.08 0 Td ( growth stage, the re)Tj 0.0003 Tc 0.0797 Tw 8.45 0 Td [(sults from)8( our study )]TJ 0.0007 Tc 0.0059 Tw -29.53 -1.15 Td (indicate that those retrievals )Tj -0.0003 Tc 0.0103 Tw 11.54 0 Td (are closely related to the soybean)Tj 13.34 0 Td ( areas. Besides, their occurrence )Tj 0.001 Tc 0.339 Tw -24.88 -1.15 Td [(appears)5( not to be)5( dire)5(ctly)6( re)5(lated)6( to an)6( eve)5(n)1(tual m)9(i)-1(sclassif)4(i)-1(ca)5(tion)6( in )]TJ /TT41 1 Tf 0.0002 Tc 0 Tw 30.91 0 Td (landcover)Tj /TT40 1 Tf -0.0018 Tc 0.3418 Tw 4 0 Td ( input. )Tj 0.0001 Tc 0.2549 Tw -34.91 -1.15 Td (Therefore, the Collection 4 MOD15A2 product )Tj 0.0006 Tc 0.2527 Tw 20.72 0 Td (is not suitable to )Tj -0.0001 Tc 7.855 0 Td [(m)8(o)-5(nitor LAI seasonal )]TJ -0.0007 Tc 0.0381 Tw 10.02 0 0 10.02 70.92 571.5803 Tm 0.0001 -13.2694 Td [(Myn)-4(en)-4(i)2(, R.B.; )6(Hoffm)11(an)-4(, S.; )6(Kn)-4(yazikh)-4(in, Y.; Priv)-4(ette, J.L.)]TJ 23.4132 0 Td [(; Glassy, J.; Tian)-4(, Y.; )6(W)-9(a)6(n)-4(g)2(, )6(Y.; Song)-4(, )6(X.; Zh)-4(an)-4(g, Y.; )]TJ 0.0015 Tc 0.0659 Tw -23.4132 -1.1497 Td [(Sm)7(i)4(t)4(h)-1(, G.R)4(.;)4( Lot)4(s)1(ch)5(, A.;)4( Fri)4(e)8(dl)4(, M)4(.;)4( M)4(o)-1(ri)4(se)8(t)4(t)4(e)2(, J.T.;)4( Vot)4(a)2(v)5(a)2(, P.;)4( Nem)13(a)2(ni)4(, R)4(.R)4(.;)4( R)4(unni)10(n)5(g)-1(, S.)6(W. )6(Gl)4(o)5(b)-1(al)4( pro)5(d)5(u)-1(ct)4(s)7( )]TJ 0.002 Tc 0.0115 Tw 0 -1.1497 TD [(of)6( ve)9(get)4(a)3(t)4(i)4(o)-1(n)5( l)4(eaf are)9(a)3( a)9(n)-1(d)5( f)6(r)6(act)4(i)4(on a)9(b)-1(s)8(o)-1(r)6(b)-1(e)9(d)-1( P)7(AR)4( )6(fr)6(om)13( y)5(e)-3(ar )6(one)9( o)5(f M)11(O)6(DIS)7( )6(dat)4(a)]TJ /TT41 1 Tf 0 Tc 0 Tw 32.4371 0 Td ( )Tj /TT39 1 Tf 0.0003 Tc 0.0132 Tw 0.2635 0 Td [(Rem)7(o)-3(te)7( Sensin)6(g E)9(nviron)]TJ /TT41 1 Tf 0 Tc 0 Tw 10.5629 0 Td (.)Tj /TT40 1 Tf -0.0038 Tc 0.0173 Tw 0.2515 0 Td [(, 91)-7(,)7( )]TJ -0.0026 Tc -0.0019 Tw -43.515 -1.1437 Td [(1)-6(14-)-5(127)-6(, 20)-6(02)-6(. )-6( )]TJ 0.0014 Tc 0.0121 Tw 0 -1.7485 TD [(M)4(y)4(neni)4(, )-6(R)4(.;)4( K)5(n)-2(y)4(azi)4(khi)10(n, Y.;)4( Gl)4(assy)4(, )-6(J.;)4( Vot)10(a)2(va, P.;)4( )-6(S)7(h)]TJ 0.0012 Tc 0.0123 Tw 22 0 Td [(aba)8(n)-2(o)4(v)-2(, N.)6( )-6(Use)8(r)-1(')8(s)1( )-6(Gui)10(d)-2(e )-6(FP)7(AR, LAI \(ES)7(D)-1(T: M)4(O)-1(D)5(1)-2(5)4(A)5(2\))11( )]TJ -0.0019 Tc 0.0034 Tw -22 -1.1497 Td [(8)-5(-)2(d)-5(a)-1(y Co)-5(m)10(p)-5(o)-5(s)-2(i)7(t)1(e N)-4(A)2(SA MOD)-4(I)-4(S Lan)-5(d)1( A)-4(l)7(go)-5(r)-4(ith)-5(m)10(.)-3( p)-5(.)3( 1-)-4(17. 200)-5(3. )]TJ -0.0007 Tc 0.0022 Tw 0 -1.7425 TD (Rizzi, R. )Tj /TT39 1 Tf 0.0003 Tc 0.0012 Tw 3.7725 0 Td [(Geotecnologias em um sistema de estimati)9(va da produ\347)7(\343o de)7( soja)]TJ /TT40 1 Tf 0.0017 Tc -0.0002 Tw 27.7485 0 Td [(:)4( est)4(u)-1(d)5(o)-1( d)5(e)2( caso no R)4(i)4(o )6(Gra)8(n)5(de do)11( )]TJ -0.001 Tc 0.0684 Tw -31.521 -1.1497 Td [(Su)-4(l. 200)-4(4-0)-4(4)2(-30)-4(.)-2( \(INPE--TDI/\). Tese )]TJ 15.3892 0 Td [(\(Dou)-4(t)7(o)-4(rado)-4( em Sen)-4(s)5(o)-4(r)-3(iam)10(en)-4(t)1(o)-4( Rem)10(o)-4(to)-4(\) - In)-4(stituto)-4( Nacion)-4(al d)-4(e)6( Pesqu)-4(i)1(sas )]TJ -0.0001 Tc -0.0044 Tw -15.3892 -1.1497 Td [(Espaciais, S\343o Jos\351 dos )-6(Cam)11(pos. 2004. )]TJ -0.0013 Tc 0.0926 Tw T* [(Tan)-4(,)-3( )-6(B.; Hu)-4(ang)-4(,)-3( D.; )-6(Hu)-4(, J.; Yang)-4(, W.; )-6(Zh)-4(an)-4(g, )]TJ 0.0014 Tc 0.0959 Tw 19.3413 0 Td [(P.;)4( S)7(h)-2(a)8(b)-2(an)4(ov)4(, N)5(.V)5(.;)4( K)5(n)-2(y)4(azi)4(khi)4(n)4(, Y)5(.;)4( M)4(y)4(neni)4(, R)4(.B)4(.)]TJ /TT39 1 Tf 0 Tc 0 Tw 20.9162 0 Td ( )Tj /TT40 1 Tf -0.0019 Tc 0.0992 Tw 0.3413 0 Td [(An)-5(alysis o)-5(f)8( )]TJ 0.0013 Tc 0.1798 Tw -40.5988 -1.1497 Td [(M)4(O)-1(D)5(I)-1(S Leaf )6(Area I)5(n)4(dex R)10(e)2(t)4(r)-1(i)4(e)2(val)4(s)1( o)4(v)-2(er )6(B)4(r)-1(oa)8(dl)4(eaf C)4(r)5(o)4(p)-2(s as a Fu)4(nct)4(i)4(on )6(of M)4(o)4(del)4( )6(and )6(In)4(p)4(u)-2(t)4( Unc)8(e)2(rt)4(ai)4(nt)4(i)4(e)2(s. )]TJ /TT39 1 Tf 0 Tc -0.0045 Tw 0 -1.1497 TD [(Photogr)7(a)-3(mme)7(tric )-6(Enginee)7(r)1(ing an)5(d Remote )-6(Sensin)5(g)]TJ /TT40 1 Tf -0.0024 Tc 0.0039 Tw 21.9042 0 Td [(. Submit)-6(ted)-5( fo)-5(r)-5( )6(pub)-5(licatio)-5(n)-5(.)-4( )6(2)-5(004)-5(. )]TJ 0.0003 Tc 0.1449 Tw -21.9042 -1.7425 Td [(Wan)3(g)-3(, )6(Y.; Tia)7(n)-3(, )6(Y.; Zha)7(n)3(g, )6(Y.; El-Sale)7(o)-3(u)3(s)6(, N.; )6(Kny)3(azik)3(h)]TJ 0.0018 Tc 0.1434 Tw 24.1198 0 Td [(i)4(n)-1(, )6(Y.;)4( )6(Verm)7(ot)4(e, E.;)4( M)5(y)5(ne)9(ni)4(, R)4(.B)4(. I)6(n)5(vest)10(i)4(g)-1(at)4(i)4(on )6(of)6( )]TJ -0.0001 Tc 0.2531 Tw -24.1198 -1.1497 Td [(product accuracy as a func)7(tion of )]TJ -0.0005 Tc 0.2535 Tw 15.0539 0 Td [(input and m)11(odel uncertainties: Ca)-6(se)]TJ -0.0002 Tc 0.2532 Tw 15.3234 0 Td [( study with Sea)7(W)-8(iFS and MODIS)11( )]TJ 0.001 Tc -0.0055 Tw -30.3772 -1.1497 Td [(LAI/F)6(PAR Al)9(go)4(rithm)12(. )]TJ /TT39 1 Tf 0.0004 Tc 0.0011 Tw 9.3413 0 Td [(Rem)7(o)-3(te)7( Sensin)6(g E)9(nviron)]TJ /TT40 1 Tf -0.0019 Tc 0.0034 Tw 10.5389 0 Td [(., 78)-5(, 296)-5(-31)-5(1)1(, )6(2)-5(001)-5(. )]TJ 0.0016 Tc -0.0001 Tw -19.8802 -1.7425 Td [(Wan)5(g)-1(, )6(Y.;)4( )6(Wo)11(odc)8(oc)8(k, C)4(.E)8(.;)4( )6(B)4(u)-1(erm)13(a)2(nn, )6(W.;)10( St)4(enbe)8(r)5(g)-1(, P)7(.;)4( Voi)10(p)-1(i)4(o)-1(, )6(P.;)4( Sm)13(ol)4(an)5(der)5(, H)5(.;)4( H)5(a)14(\250)-25(m)13(e, )6(T.;)4( Ti)4(an)5(,)6( Y.;)4( H)5(u)-1(, )6(J.; )]TJ 0.0013 Tc 0.102 Tw T* [(Kny)4(azi)4(k)4(h)-2(i)4(n)4(, Y)5(.;)4( M)4(y)4(neni)4(, R)4(.B)4(. Eval)4(uat)4(i)4(o)4(n )6(of t)4(h)-2(e M)4(O)5(D)5(I)-1(S)7( LAI al)4(g)4(o)-2(ri)4(t)4(h)4(m)7( at a coni)4(fer)5(ous )6(fo)4(rest)4( si)4(t)4(e)2( i)4(n)-2( Fi)4(nl)4(an)4(d.)]TJ /TT41 1 Tf 0 Tc 0 Tw 45.2635 0 Td ( )Tj /TT39 1 Tf 0.0004 Tc -0.0049 Tw -45.2635 -1.1497 Td [(Rem)7(o)-3(te Sensi)9(ng )-6(En)6(vir)7(o)-3(n)]TJ /TT40 1 Tf -0.0017 Tc -0.0028 Tw 10.5389 0 Td [(., 91)-5(, 11)-5(4-1)-5(2)1(7)-5(,)3( )-6(200)-5(4. )-6( )]TJ -0.0001 Tc 0.0136 Tw -10.5389 -1.7425 Td [(Yang, )6(W.; Stroeve, J.C.; Shab)]TJ -0.0011 Tc 0.0146 Tw 12.0719 0 Td [(an)-4(ov)-4(, )6(N.V.; Hu)-4(ang)-4(,)-3( )6(D.; Tan)-4(,)-3( )6(B.; Zh)-4(ang)-4(,)-3( P.; )6(Kn)-4(yazikh)-4(in, Y.; Myn)-4(en)-4(i)1(,R.B. An)-4(alysis )]TJ 0.0017 Tc 0.1914 Tw -12.0719 -1.1497 Td [(of Gl)10(obal)4( M)5(O)5(DIS Lea)8(f)-1( A)5(r)-1(e)8(a)2( Inde)8(x an)5(d F)7(r)-1(act)4(i)4(on )6(Abs)8(o)5(r)5(b)-1(ed P)7(A)-1(R)4( Ti)4(m)7(e)2( Seri)4(es Dat)4(a)2( fr)5(om)13( February)11( 20)5(00 t)4(o)-1( )]TJ 0.0002 Tc 0.0013 Tw 0 -1.1437 TD [(Decem)12(ber 2003. )]TJ /TT39 1 Tf 0.0016 Tc -0.0001 Tw 6.8443 0 Td [(J.)6( Ge)8(oph)7(y)-1(s)8(.)6( Res)]TJ /TT40 1 Tf -0.0038 Tc -0.0007 Tw 6.7665 0 Td [(.,)-5( 2)-7(004)-7(.)-5( )]TJ 0 g ET /GS27 gs BT /T1_13 9 Tf 0 Tc 0 Tw 1 0 0 1 289.994 28.8 Tm (260)Tj ET endstream endobj 350 0 obj 7459 endobj 351 0 obj << /Length 352 0 R >> stream /CS28 cs 0 0 0 sc 1 i /RelativeColorimetric ri /GS28 gs BT /TT42 1 Tf 12 0 0 12 70.92 731.6003 Tm (4. Conclusion )Tj /TT43 1 Tf -0.0002 Tc 0.0392 Tw 0 -1.64 TD [(Since the high relative f)8(r)-2(equency of )]TJ /TT44 1 Tf 0.0385 Tw 14.775 0 Td (Standard fill value 255)Tj /TT43 1 Tf 0.0011 Tc 0.0364 Tw 9.31 0 Td [( r)4(etr)4(ievals in)6( )]TJ /TT44 1 Tf 0.0004 Tc 0.0396 Tw 5.355 0 Td (Collection 4)Tj /TT43 1 Tf 0 Tc 0 Tw 4.955 0 Td ( )Tj /TT44 1 Tf -0.0001 Tc 0.29 0 Td (MODIS )Tj -0.001 Tc -34.685 -1.15 Td (LAI)Tj /TT43 1 Tf -0.0004 Tc 0.0854 Tw 1.5 0 Td ( product \(MOD15A2\) occurs for pixels with )Tj 0.0853 Tw 18.55 0 Td (high soybean percentage)Tj 0.0004 Tc 0.0821 Tw 10.05 0 Td (, only in a specific )Tj 0.0002 Tc 0.0789 Tw -30.1 -1.15 Td [(period which coincides with the m)8(a)-6(xim)8(u)-5(m)8( soybean)]TJ 0.0009 Tc 0.0753 Tw 21.08 0 Td ( growth stage, the re)Tj 0.0003 Tc 0.0797 Tw 8.45 0 Td [(sults from)8( our study )]TJ 0.0007 Tc 0.0059 Tw -29.53 -1.15 Td (indicate that those retrievals )Tj -0.0003 Tc 0.0103 Tw 11.54 0 Td (are closely related to the soybean)Tj 13.34 0 Td ( areas. Besides, their occurrence )Tj 0.001 Tc 0.339 Tw -24.88 -1.15 Td [(appears)5( not to be)5( dire)5(ctly)6( re)5(lated)6( to an)6( eve)5(n)1(tual m)9(i)-1(sclassif)4(i)-1(ca)5(tion)6( in )]TJ /TT44 1 Tf 0.0002 Tc 0 Tw 30.91 0 Td (landcover)Tj /TT43 1 Tf -0.0018 Tc 0.3418 Tw 4 0 Td ( input. )Tj -0.0007 Tc 0.0381 Tw 10.02 0 0 10.02 70.92 571.5803 Tm 0.0001 -13.2694 Td [(Myn)-4(en)-4(i)2(, R.B.; )6(Hoffm)11(an)-4(, S.; )6(Kn)-4(yazikh)-4(in, Y.; Priv)-4(ette, J.L.)]TJ 23.4132 0 Td [(; Glassy, J.; Tian)-4(, Y.; )6(W)-9(a)6(n)-4(g)2(, )6(Y.; Song)-4(, )6(X.; Zh)-4(an)-4(g, Y.; )]TJ 0.0015 Tc 0.0659 Tw -23.4132 -1.1497 Td [(Sm)7(i)4(t)4(h)-1(, G.R)4(.;)4( Lot)4(s)1(ch)5(, A.;)4( Fri)4(e)8(dl)4(, M)4(.;)4( M)4(o)-1(ri)4(se)8(t)4(t)4(e)2(, J.T.;)4( Vot)4(a)2(v)5(a)2(, P.;)4( Nem)13(a)2(ni)4(, R)4(.R)4(.;)4( R)4(unni)10(n)5(g)-1(, S.)6(W. )6(Gl)4(o)5(b)-1(al)4( pro)5(d)5(u)-1(ct)4(s)7( )]TJ 0.002 Tc 0.0115 Tw 0 -1.1497 TD [(of)6( ve)9(get)4(a)3(t)4(i)4(o)-1(n)5( l)4(eaf are)9(a)3( a)9(n)-1(d)5( f)6(r)6(act)4(i)4(on a)9(b)-1(s)8(o)-1(r)6(b)-1(e)9(d)-1( P)7(AR)4( )6(fr)6(om)13( y)5(e)-3(ar )6(one)9( o)5(f M)11(O)6(DIS)7( )6(dat)4(a)]TJ /TT44 1 Tf 0 Tc 0 Tw 32.4371 0 Td ( )Tj /TT42 1 Tf 0.0003 Tc 0.0132 Tw 0.2635 0 Td [(Rem)7(o)-3(te)7( Sensin)6(g E)9(nviron)]TJ /TT44 1 Tf 0 Tc 0 Tw 10.5629 0 Td (.)Tj /TT43 1 Tf -0.0038 Tc 0.0173 Tw 0.2515 0 Td [(, 91)-7(,)7( )]TJ -0.0026 Tc -0.0019 Tw -43.515 -1.1437 Td [(1)-6(14-)-5(127)-6(, 20)-6(02)-6(. )-6( )]TJ 0.0014 Tc 0.0121 Tw 0 -1.7485 TD [(M)4(y)4(neni)4(, )-6(R)4(.;)4( K)5(n)-2(y)4(azi)4(khi)10(n, Y.;)4( Gl)4(assy)4(, )-6(J.;)4( Vot)10(a)2(va, P.;)4( )-6(S)7(h)]TJ 0.0012 Tc 0.0123 Tw 22 0 Td [(aba)8(n)-2(o)4(v)-2(, N.)6( )-6(Use)8(r)-1(')8(s)1( )-6(Gui)10(d)-2(e )-6(FP)7(AR, LAI \(ES)7(D)-1(T: M)4(O)-1(D)5(1)-2(5)4(A)5(2\))11( )]TJ -0.0019 Tc 0.0034 Tw -22 -1.1497 Td [(8)-5(-)2(d)-5(a)-1(y Co)-5(m)10(p)-5(o)-5(s)-2(i)7(t)1(e N)-4(A)2(SA MOD)-4(I)-4(S Lan)-5(d)1( A)-4(l)7(go)-5(r)-4(ith)-5(m)10(.)-3( p)-5(.)3( 1-)-4(17. 200)-5(3. )]TJ -0.0007 Tc 0.0022 Tw 0 -1.7425 TD (Rizzi, R. )Tj /TT42 1 Tf 0.0003 Tc 0.0012 Tw 3.7725 0 Td [(Geotecnologias em um sistema de estimati)9(va da produ\347)7(\343o de)7( soja)]TJ /TT43 1 Tf 0.0017 Tc -0.0002 Tw 27.7485 0 Td [(:)4( est)4(u)-1(d)5(o)-1( d)5(e)2( caso no R)4(i)4(o )6(Gra)8(n)5(de do)11( )]TJ -0.001 Tc 0.0684 Tw -31.521 -1.1497 Td [(Su)-4(l. 200)-4(4-0)-4(4)2(-30)-4(.)-2( \(INPE--TDI/\). Tese )]TJ 15.3892 0 Td [(\(Dou)-4(t)7(o)-4(rado)-4( em Sen)-4(s)5(o)-4(r)-3(iam)10(en)-4(t)1(o)-4( Rem)10(o)-4(to)-4(\) - In)-4(stituto)-4( Nacion)-4(al d)-4(e)6( Pesqu)-4(i)1(sas )]TJ -0.0001 Tc -0.0044 Tw -15.3892 -1.1497 Td [(Espaciais, S\343o Jos\351 dos )-6(Cam)11(pos. 2004. )]TJ -0.0013 Tc 0.0926 Tw T* [(Tan)-4(,)-3( )-6(B.; Hu)-4(ang)-4(,)-3( D.; )-6(Hu)-4(, J.; Yang)-4(, W.; )-6(Zh)-4(an)-4(g, )]TJ 0.0014 Tc 0.0959 Tw 19.3413 0 Td [(P.;)4( S)7(h)-2(a)8(b)-2(an)4(ov)4(, N)5(.V)5(.;)4( K)5(n)-2(y)4(azi)4(khi)4(n)4(, Y)5(.;)4( M)4(y)4(neni)4(, R)4(.B)4(.)]TJ /TT42 1 Tf 0 Tc 0 Tw 20.9162 0 Td ( )Tj /TT43 1 Tf -0.0019 Tc 0.0992 Tw 0.3413 0 Td [(An)-5(alysis o)-5(f)8( )]TJ 0.0013 Tc 0.1798 Tw -40.5988 -1.1497 Td [(M)4(O)-1(D)5(I)-1(S Leaf )6(Area I)5(n)4(dex R)10(e)2(t)4(r)-1(i)4(e)2(val)4(s)1( o)4(v)-2(er )6(B)4(r)-1(oa)8(dl)4(eaf C)4(r)5(o)4(p)-2(s as a Fu)4(nct)4(i)4(on )6(of M)4(o)4(del)4( )6(and )6(In)4(p)4(u)-2(t)4( Unc)8(e)2(rt)4(ai)4(nt)4(i)4(e)2(s. )]TJ /TT42 1 Tf 0 Tc -0.0045 Tw 0 -1.1497 TD [(Photogr)7(a)-3(mme)7(tric )-6(Enginee)7(r)1(ing an)5(d Remote )-6(Sensin)5(g)]TJ /TT43 1 Tf -0.0024 Tc 0.0039 Tw 21.9042 0 Td [(. Submit)-6(ted)-5( fo)-5(r)-5( )6(pub)-5(licatio)-5(n)-5(.)-4( )6(2)-5(004)-5(. )]TJ 0.0003 Tc 0.1449 Tw -21.9042 -1.7425 Td [(Wan)3(g)-3(, )6(Y.; Tia)7(n)-3(, )6(Y.; Zha)7(n)3(g, )6(Y.; El-Sale)7(o)-3(u)3(s)6(, N.; )6(Kny)3(azik)3(h)]TJ 0.0018 Tc 0.1434 Tw 24.1198 0 Td [(i)4(n)-1(, )6(Y.;)4( )6(Verm)7(ot)4(e, E.;)4( M)5(y)5(ne)9(ni)4(, R)4(.B)4(. I)6(n)5(vest)10(i)4(g)-1(at)4(i)4(on )6(of)6( )]TJ -0.0001 Tc 0.2531 Tw -24.1198 -1.1497 Td [(product accuracy as a func)7(tion of )]TJ -0.0005 Tc 0.2535 Tw 15.0539 0 Td [(input and m)11(odel uncertainties: Ca)-6(se)]TJ -0.0002 Tc 0.2532 Tw 15.3234 0 Td [( study with Sea)7(W)-8(iFS and MODIS)11( )]TJ 0.001 Tc -0.0055 Tw -30.3772 -1.1497 Td [(LAI/F)6(PAR Al)9(go)4(rithm)12(. )]TJ /TT42 1 Tf 0.0004 Tc 0.0011 Tw 9.3413 0 Td [(Rem)7(o)-3(te)7( Sensin)6(g E)9(nviron)]TJ /TT43 1 Tf -0.0019 Tc 0.0034 Tw 10.5389 0 Td [(., 78)-5(, 296)-5(-31)-5(1)1(, )6(2)-5(001)-5(. )]TJ 0.0016 Tc -0.0001 Tw -19.8802 -1.7425 Td [(Wan)5(g)-1(, )6(Y.;)4( )6(Wo)11(odc)8(oc)8(k, C)4(.E)8(.;)4( )6(B)4(u)-1(erm)13(a)2(nn, )6(W.;)10( St)4(enbe)8(r)5(g)-1(, P)7(.;)4( Voi)10(p)-1(i)4(o)-1(, )6(P.;)4( Sm)13(ol)4(an)5(der)5(, H)5(.;)4( H)5(a)14(\250)-25(m)13(e, )6(T.;)4( Ti)4(an)5(,)6( Y.;)4( H)5(u)-1(, )6(J.; )]TJ 0.0013 Tc 0.102 Tw T* [(Kny)4(azi)4(k)4(h)-2(i)4(n)4(, Y)5(.;)4( M)4(y)4(neni)4(, R)4(.B)4(. Eval)4(uat)4(i)4(o)4(n )6(of t)4(h)-2(e M)4(O)5(D)5(I)-1(S)7( LAI al)4(g)4(o)-2(ri)4(t)4(h)4(m)7( at a coni)4(fer)5(ous )6(fo)4(rest)4( si)4(t)4(e)2( i)4(n)-2( Fi)4(nl)4(an)4(d.)]TJ /TT44 1 Tf 0 Tc 0 Tw 45.2635 0 Td ( )Tj /TT42 1 Tf 0.0004 Tc -0.0049 Tw -45.2635 -1.1497 Td [(Rem)7(o)-3(te Sensi)9(ng )-6(En)6(vir)7(o)-3(n)]TJ /TT43 1 Tf -0.0017 Tc -0.0028 Tw 10.5389 0 Td [(., 91)-5(, 11)-5(4-1)-5(2)1(7)-5(,)3( )-6(200)-5(4. )-6( )]TJ -0.0001 Tc 0.0136 Tw -10.5389 -1.7425 Td [(Yang, )6(W.; Stroeve, J.C.; Shab)]TJ -0.0011 Tc 0.0146 Tw 12.0719 0 Td [(an)-4(ov)-4(, )6(N.V.; Hu)-4(ang)-4(,)-3( )6(D.; Tan)-4(,)-3( )6(B.; Zh)-4(ang)-4(,)-3( P.; )6(Kn)-4(yazikh)-4(in, Y.; Myn)-4(en)-4(i)1(,R.B. An)-4(alysis )]TJ 0.0017 Tc 0.1914 Tw -12.0719 -1.1497 Td [(of Gl)10(obal)4( M)5(O)5(DIS Lea)8(f)-1( A)5(r)-1(e)8(a)2( Inde)8(x an)5(d F)7(r)-1(act)4(i)4(on )6(Abs)8(o)5(r)5(b)-1(ed P)7(A)-1(R)4( Ti)4(m)7(e)2( Seri)4(es Dat)4(a)2( fr)5(om)13( February)11( 20)5(00 t)4(o)-1( )]TJ 0.0002 Tc 0.0013 Tw 0 -1.1437 TD [(Decem)12(ber 2003. )]TJ /TT42 1 Tf 0.0016 Tc -0.0001 Tw 6.8443 0 Td [(J.)6( Ge)8(oph)7(y)-1(s)8(.)6( Res)]TJ /TT43 1 Tf -0.0038 Tc -0.0007 Tw 6.7665 0 Td [(.,)-5( 2)-7(004)-7(.)-5( )]TJ 0 g ET /GS29 gs BT /T1_14 9 Tf 0 Tc 0 Tw 1 0 0 1 289.994 28.8 Tm (260)Tj ET endstream endobj 352 0 obj 7262 endobj 353 0 obj << /Length 354 0 R >> stream /CS30 cs 0 0 0 sc 1 i /RelativeColorimetric ri /GS30 gs BT /TT45 1 Tf 12 0 0 12 70.92 731.6003 Tm (4. Conclusion )Tj /TT46 1 Tf -0.0002 Tc 0.0392 Tw 0 -1.64 TD [(Since the high relative f)8(r)-2(equency of )]TJ /TT47 1 Tf 0.0385 Tw 14.775 0 Td (Standard fill value 255)Tj /TT46 1 Tf 0.0011 Tc 0.0364 Tw 9.31 0 Td [( r)4(etr)4(ievals in)6( )]TJ /TT47 1 Tf 0.0004 Tc 0.0396 Tw 5.355 0 Td (Collection 4)Tj /TT46 1 Tf 0 Tc 0 Tw 4.955 0 Td ( )Tj /TT47 1 Tf -0.0001 Tc 0.29 0 Td (MODIS )Tj -0.001 Tc -34.685 -1.15 Td (LAI)Tj /TT46 1 Tf -0.0004 Tc 0.0854 Tw 1.5 0 Td ( product \(MOD15A2\) occurs for pixels with )Tj 0.0853 Tw 18.55 0 Td (high soybean percentage)Tj 0.0004 Tc 0.0821 Tw 10.05 0 Td (, only in a specific )Tj 0.0002 Tc 0.0789 Tw -30.1 -1.15 Td [(period which coincides with the m)8(a)-6(xim)8(u)-5(m)8( soybean)]TJ 0.0009 Tc 0.0753 Tw 21.08 0 Td ( growth stage, the re)Tj 0.0003 Tc 0.0797 Tw 8.45 0 Td [(sults from)8( our study )]TJ 0.0007 Tc 0.0059 Tw -29.53 -1.15 Td (indicate that those retrievals )Tj -0.0003 Tc 0.0103 Tw 11.54 0 Td (are closely related to the soybean)Tj 13.34 0 Td ( areas. Besides, their occurrence )Tj -0.0007 Tc 0.0381 Tw 10.02 0 0 10.02 70.92 571.5803 Tm 0.0001 -13.2694 Td [(Myn)-4(en)-4(i)2(, R.B.; )6(Hoffm)11(an)-4(, S.; )6(Kn)-4(yazikh)-4(in, Y.; Priv)-4(ette, J.L.)]TJ 23.4132 0 Td [(; Glassy, J.; Tian)-4(, Y.; )6(W)-9(a)6(n)-4(g)2(, )6(Y.; Song)-4(, )6(X.; Zh)-4(an)-4(g, Y.; )]TJ 0.0015 Tc 0.0659 Tw -23.4132 -1.1497 Td [(Sm)7(i)4(t)4(h)-1(, G.R)4(.;)4( Lot)4(s)1(ch)5(, A.;)4( Fri)4(e)8(dl)4(, M)4(.;)4( M)4(o)-1(ri)4(se)8(t)4(t)4(e)2(, J.T.;)4( Vot)4(a)2(v)5(a)2(, P.;)4( Nem)13(a)2(ni)4(, R)4(.R)4(.;)4( R)4(unni)10(n)5(g)-1(, S.)6(W. )6(Gl)4(o)5(b)-1(al)4( pro)5(d)5(u)-1(ct)4(s)7( )]TJ 0.002 Tc 0.0115 Tw 0 -1.1497 TD [(of)6( ve)9(get)4(a)3(t)4(i)4(o)-1(n)5( l)4(eaf are)9(a)3( a)9(n)-1(d)5( f)6(r)6(act)4(i)4(on a)9(b)-1(s)8(o)-1(r)6(b)-1(e)9(d)-1( P)7(AR)4( )6(fr)6(om)13( y)5(e)-3(ar )6(one)9( o)5(f M)11(O)6(DIS)7( )6(dat)4(a)]TJ /TT47 1 Tf 0 Tc 0 Tw 32.4371 0 Td ( )Tj /TT45 1 Tf 0.0003 Tc 0.0132 Tw 0.2635 0 Td [(Rem)7(o)-3(te)7( Sensin)6(g E)9(nviron)]TJ /TT47 1 Tf 0 Tc 0 Tw 10.5629 0 Td (.)Tj /TT46 1 Tf -0.0038 Tc 0.0173 Tw 0.2515 0 Td [(, 91)-7(,)7( )]TJ -0.0026 Tc -0.0019 Tw -43.515 -1.1437 Td [(1)-6(14-)-5(127)-6(, 20)-6(02)-6(. )-6( )]TJ 0.0014 Tc 0.0121 Tw 0 -1.7485 TD [(M)4(y)4(neni)4(, )-6(R)4(.;)4( K)5(n)-2(y)4(azi)4(khi)10(n, Y.;)4( Gl)4(assy)4(, )-6(J.;)4( Vot)10(a)2(va, P.;)4( )-6(S)7(h)]TJ 0.0012 Tc 0.0123 Tw 22 0 Td [(aba)8(n)-2(o)4(v)-2(, N.)6( )-6(Use)8(r)-1(')8(s)1( )-6(Gui)10(d)-2(e )-6(FP)7(AR, LAI \(ES)7(D)-1(T: M)4(O)-1(D)5(1)-2(5)4(A)5(2\))11( )]TJ -0.0019 Tc 0.0034 Tw -22 -1.1497 Td [(8)-5(-)2(d)-5(a)-1(y Co)-5(m)10(p)-5(o)-5(s)-2(i)7(t)1(e N)-4(A)2(SA MOD)-4(I)-4(S Lan)-5(d)1( A)-4(l)7(go)-5(r)-4(ith)-5(m)10(.)-3( p)-5(.)3( 1-)-4(17. 200)-5(3. )]TJ -0.0007 Tc 0.0022 Tw 0 -1.7425 TD (Rizzi, R. )Tj /TT45 1 Tf 0.0003 Tc 0.0012 Tw 3.7725 0 Td [(Geotecnologias em um sistema de estimati)9(va da produ\347)7(\343o de)7( soja)]TJ /TT46 1 Tf 0.0017 Tc -0.0002 Tw 27.7485 0 Td [(:)4( est)4(u)-1(d)5(o)-1( d)5(e)2( caso no R)4(i)4(o )6(Gra)8(n)5(de do)11( )]TJ -0.001 Tc 0.0684 Tw -31.521 -1.1497 Td [(Su)-4(l. 200)-4(4-0)-4(4)2(-30)-4(.)-2( \(INPE--TDI/\). Tese )]TJ 15.3892 0 Td [(\(Dou)-4(t)7(o)-4(rado)-4( em Sen)-4(s)5(o)-4(r)-3(iam)10(en)-4(t)1(o)-4( Rem)10(o)-4(to)-4(\) - In)-4(stituto)-4( Nacion)-4(al d)-4(e)6( Pesqu)-4(i)1(sas )]TJ -0.0001 Tc -0.0044 Tw -15.3892 -1.1497 Td [(Espaciais, S\343o Jos\351 dos )-6(Cam)11(pos. 2004. )]TJ -0.0013 Tc 0.0926 Tw T* [(Tan)-4(,)-3( )-6(B.; Hu)-4(ang)-4(,)-3( D.; )-6(Hu)-4(, J.; Yang)-4(, W.; )-6(Zh)-4(an)-4(g, )]TJ 0.0014 Tc 0.0959 Tw 19.3413 0 Td [(P.;)4( S)7(h)-2(a)8(b)-2(an)4(ov)4(, N)5(.V)5(.;)4( K)5(n)-2(y)4(azi)4(khi)4(n)4(, Y)5(.;)4( M)4(y)4(neni)4(, R)4(.B)4(.)]TJ /TT45 1 Tf 0 Tc 0 Tw 20.9162 0 Td ( )Tj /TT46 1 Tf -0.0019 Tc 0.0992 Tw 0.3413 0 Td [(An)-5(alysis o)-5(f)8( )]TJ 0.0013 Tc 0.1798 Tw -40.5988 -1.1497 Td [(M)4(O)-1(D)5(I)-1(S Leaf )6(Area I)5(n)4(dex R)10(e)2(t)4(r)-1(i)4(e)2(val)4(s)1( o)4(v)-2(er )6(B)4(r)-1(oa)8(dl)4(eaf C)4(r)5(o)4(p)-2(s as a Fu)4(nct)4(i)4(on )6(of M)4(o)4(del)4( )6(and )6(In)4(p)4(u)-2(t)4( Unc)8(e)2(rt)4(ai)4(nt)4(i)4(e)2(s. )]TJ /TT45 1 Tf 0 Tc -0.0045 Tw 0 -1.1497 TD [(Photogr)7(a)-3(mme)7(tric )-6(Enginee)7(r)1(ing an)5(d Remote )-6(Sensin)5(g)]TJ /TT46 1 Tf -0.0024 Tc 0.0039 Tw 21.9042 0 Td [(. Submit)-6(ted)-5( fo)-5(r)-5( )6(pub)-5(licatio)-5(n)-5(.)-4( )6(2)-5(004)-5(. )]TJ 0.0003 Tc 0.1449 Tw -21.9042 -1.7425 Td [(Wan)3(g)-3(, )6(Y.; Tia)7(n)-3(, )6(Y.; Zha)7(n)3(g, )6(Y.; El-Sale)7(o)-3(u)3(s)6(, N.; )6(Kny)3(azik)3(h)]TJ 0.0018 Tc 0.1434 Tw 24.1198 0 Td [(i)4(n)-1(, )6(Y.;)4( )6(Verm)7(ot)4(e, E.;)4( M)5(y)5(ne)9(ni)4(, R)4(.B)4(. I)6(n)5(vest)10(i)4(g)-1(at)4(i)4(on )6(of)6( )]TJ -0.0001 Tc 0.2531 Tw -24.1198 -1.1497 Td [(product accuracy as a func)7(tion of )]TJ -0.0005 Tc 0.2535 Tw 15.0539 0 Td [(input and m)11(odel uncertainties: Ca)-6(se)]TJ -0.0002 Tc 0.2532 Tw 15.3234 0 Td [( study with Sea)7(W)-8(iFS and MODIS)11( )]TJ 0.001 Tc -0.0055 Tw -30.3772 -1.1497 Td [(LAI/F)6(PAR Al)9(go)4(rithm)12(. )]TJ /TT45 1 Tf 0.0004 Tc 0.0011 Tw 9.3413 0 Td [(Rem)7(o)-3(te)7( Sensin)6(g E)9(nviron)]TJ /TT46 1 Tf -0.0019 Tc 0.0034 Tw 10.5389 0 Td [(., 78)-5(, 296)-5(-31)-5(1)1(, )6(2)-5(001)-5(. )]TJ 0.0016 Tc -0.0001 Tw -19.8802 -1.7425 Td [(Wan)5(g)-1(, )6(Y.;)4( )6(Wo)11(odc)8(oc)8(k, C)4(.E)8(.;)4( )6(B)4(u)-1(erm)13(a)2(nn, )6(W.;)10( St)4(enbe)8(r)5(g)-1(, P)7(.;)4( Voi)10(p)-1(i)4(o)-1(, )6(P.;)4( Sm)13(ol)4(an)5(der)5(, H)5(.;)4( H)5(a)14(\250)-25(m)13(e, )6(T.;)4( Ti)4(an)5(,)6( Y.;)4( H)5(u)-1(, )6(J.; )]TJ 0.0013 Tc 0.102 Tw T* [(Kny)4(azi)4(k)4(h)-2(i)4(n)4(, Y)5(.;)4( M)4(y)4(neni)4(, R)4(.B)4(. Eval)4(uat)4(i)4(o)4(n )6(of t)4(h)-2(e M)4(O)5(D)5(I)-1(S)7( LAI al)4(g)4(o)-2(ri)4(t)4(h)4(m)7( at a coni)4(fer)5(ous )6(fo)4(rest)4( si)4(t)4(e)2( i)4(n)-2( Fi)4(nl)4(an)4(d.)]TJ /TT47 1 Tf 0 Tc 0 Tw 45.2635 0 Td ( )Tj /TT45 1 Tf 0.0004 Tc -0.0049 Tw -45.2635 -1.1497 Td [(Rem)7(o)-3(te Sensi)9(ng )-6(En)6(vir)7(o)-3(n)]TJ /TT46 1 Tf -0.0017 Tc -0.0028 Tw 10.5389 0 Td [(., 91)-5(, 11)-5(4-1)-5(2)1(7)-5(,)3( )-6(200)-5(4. )-6( )]TJ -0.0001 Tc 0.0136 Tw -10.5389 -1.7425 Td [(Yang, )6(W.; Stroeve, J.C.; Shab)]TJ -0.0011 Tc 0.0146 Tw 12.0719 0 Td [(an)-4(ov)-4(, )6(N.V.; Hu)-4(ang)-4(,)-3( )6(D.; Tan)-4(,)-3( )6(B.; Zh)-4(ang)-4(,)-3( P.; )6(Kn)-4(yazikh)-4(in, Y.; Myn)-4(en)-4(i)1(,R.B. An)-4(alysis )]TJ 0.0017 Tc 0.1914 Tw -12.0719 -1.1497 Td [(of Gl)10(obal)4( M)5(O)5(DIS Lea)8(f)-1( A)5(r)-1(e)8(a)2( Inde)8(x an)5(d F)7(r)-1(act)4(i)4(on )6(Abs)8(o)5(r)5(b)-1(ed P)7(A)-1(R)4( Ti)4(m)7(e)2( Seri)4(es Dat)4(a)2( fr)5(om)13( February)11( 20)5(00 t)4(o)-1( )]TJ 0.0002 Tc 0.0013 Tw 0 -1.1437 TD [(Decem)12(ber 2003. )]TJ /TT45 1 Tf 0.0016 Tc -0.0001 Tw 6.8443 0 Td [(J.)6( Ge)8(oph)7(y)-1(s)8(.)6( Res)]TJ /TT46 1 Tf -0.0038 Tc -0.0007 Tw 6.7665 0 Td [(.,)-5( 2)-7(004)-7(.)-5( )]TJ 0 g ET /GS31 gs BT /T1_15 9 Tf 0 Tc 0 Tw 1 0 0 1 289.994 28.8 Tm (260)Tj ET endstream endobj 354 0 obj 7000 endobj 355 0 obj << /Length 356 0 R >> stream /CS32 cs 0 0 0 sc 1 i /RelativeColorimetric ri /GS32 gs BT /TT48 1 Tf 12 0 0 12 70.92 731.6003 Tm (4. Conclusion )Tj /TT49 1 Tf -0.0002 Tc 0.0392 Tw 0 -1.64 TD [(Since the high relative f)8(r)-2(equency of )]TJ /TT50 1 Tf 0.0385 Tw 14.775 0 Td (Standard fill value 255)Tj /TT49 1 Tf 0.0011 Tc 0.0364 Tw 9.31 0 Td [( r)4(etr)4(ievals in)6( )]TJ /TT50 1 Tf 0.0004 Tc 0.0396 Tw 5.355 0 Td (Collection 4)Tj /TT49 1 Tf 0 Tc 0 Tw 4.955 0 Td ( )Tj /TT50 1 Tf -0.0001 Tc 0.29 0 Td (MODIS )Tj -0.001 Tc -34.685 -1.15 Td (LAI)Tj /TT49 1 Tf -0.0004 Tc 0.0854 Tw 1.5 0 Td ( product \(MOD15A2\) occurs for pixels with )Tj 0.0853 Tw 18.55 0 Td (high soybean percentage)Tj 0.0004 Tc 0.0821 Tw 10.05 0 Td (, only in a specific )Tj 0.0002 Tc 0.0789 Tw -30.1 -1.15 Td [(period which coincides with the m)8(a)-6(xim)8(u)-5(m)8( soybean)]TJ 0.0009 Tc 0.0753 Tw 21.08 0 Td ( growth stage, the re)Tj 0.0003 Tc 0.0797 Tw 8.45 0 Td [(sults from)8( our study )]TJ -0.0007 Tc 0.0381 Tw 10.02 0 0 10.02 70.92 571.5803 Tm 0.0001 -13.2694 Td [(Myn)-4(en)-4(i)2(, R.B.; )6(Hoffm)11(an)-4(, S.; )6(Kn)-4(yazikh)-4(in, Y.; Priv)-4(ette, J.L.)]TJ 23.4132 0 Td [(; Glassy, J.; Tian)-4(, Y.; )6(W)-9(a)6(n)-4(g)2(, )6(Y.; Song)-4(, )6(X.; Zh)-4(an)-4(g, Y.; )]TJ 0.0015 Tc 0.0659 Tw -23.4132 -1.1497 Td [(Sm)7(i)4(t)4(h)-1(, G.R)4(.;)4( Lot)4(s)1(ch)5(, A.;)4( Fri)4(e)8(dl)4(, M)4(.;)4( M)4(o)-1(ri)4(se)8(t)4(t)4(e)2(, J.T.;)4( Vot)4(a)2(v)5(a)2(, P.;)4( Nem)13(a)2(ni)4(, R)4(.R)4(.;)4( R)4(unni)10(n)5(g)-1(, S.)6(W. )6(Gl)4(o)5(b)-1(al)4( pro)5(d)5(u)-1(ct)4(s)7( )]TJ 0.002 Tc 0.0115 Tw 0 -1.1497 TD [(of)6( ve)9(get)4(a)3(t)4(i)4(o)-1(n)5( l)4(eaf are)9(a)3( a)9(n)-1(d)5( f)6(r)6(act)4(i)4(on a)9(b)-1(s)8(o)-1(r)6(b)-1(e)9(d)-1( P)7(AR)4( )6(fr)6(om)13( y)5(e)-3(ar )6(one)9( o)5(f M)11(O)6(DIS)7( )6(dat)4(a)]TJ /TT50 1 Tf 0 Tc 0 Tw 32.4371 0 Td ( )Tj /TT48 1 Tf 0.0003 Tc 0.0132 Tw 0.2635 0 Td [(Rem)7(o)-3(te)7( Sensin)6(g E)9(nviron)]TJ /TT50 1 Tf 0 Tc 0 Tw 10.5629 0 Td (.)Tj /TT49 1 Tf -0.0038 Tc 0.0173 Tw 0.2515 0 Td [(, 91)-7(,)7( )]TJ -0.0026 Tc -0.0019 Tw -43.515 -1.1437 Td [(1)-6(14-)-5(127)-6(, 20)-6(02)-6(. )-6( )]TJ 0.0014 Tc 0.0121 Tw 0 -1.7485 TD [(M)4(y)4(neni)4(, )-6(R)4(.;)4( K)5(n)-2(y)4(azi)4(khi)10(n, Y.;)4( Gl)4(assy)4(, )-6(J.;)4( Vot)10(a)2(va, P.;)4( )-6(S)7(h)]TJ 0.0012 Tc 0.0123 Tw 22 0 Td [(aba)8(n)-2(o)4(v)-2(, N.)6( )-6(Use)8(r)-1(')8(s)1( )-6(Gui)10(d)-2(e )-6(FP)7(AR, LAI \(ES)7(D)-1(T: M)4(O)-1(D)5(1)-2(5)4(A)5(2\))11( )]TJ -0.0019 Tc 0.0034 Tw -22 -1.1497 Td [(8)-5(-)2(d)-5(a)-1(y Co)-5(m)10(p)-5(o)-5(s)-2(i)7(t)1(e N)-4(A)2(SA MOD)-4(I)-4(S Lan)-5(d)1( A)-4(l)7(go)-5(r)-4(ith)-5(m)10(.)-3( p)-5(.)3( 1-)-4(17. 200)-5(3. )]TJ -0.0007 Tc 0.0022 Tw 0 -1.7425 TD (Rizzi, R. )Tj /TT48 1 Tf 0.0003 Tc 0.0012 Tw 3.7725 0 Td [(Geotecnologias em um sistema de estimati)9(va da produ\347)7(\343o de)7( soja)]TJ /TT49 1 Tf 0.0017 Tc -0.0002 Tw 27.7485 0 Td [(:)4( est)4(u)-1(d)5(o)-1( d)5(e)2( caso no R)4(i)4(o )6(Gra)8(n)5(de do)11( )]TJ -0.001 Tc 0.0684 Tw -31.521 -1.1497 Td [(Su)-4(l. 200)-4(4-0)-4(4)2(-30)-4(.)-2( \(INPE--TDI/\). Tese )]TJ 15.3892 0 Td [(\(Dou)-4(t)7(o)-4(rado)-4( em Sen)-4(s)5(o)-4(r)-3(iam)10(en)-4(t)1(o)-4( Rem)10(o)-4(to)-4(\) - In)-4(stituto)-4( Nacion)-4(al d)-4(e)6( Pesqu)-4(i)1(sas )]TJ -0.0001 Tc -0.0044 Tw -15.3892 -1.1497 Td [(Espaciais, S\343o Jos\351 dos )-6(Cam)11(pos. 2004. )]TJ -0.0013 Tc 0.0926 Tw T* [(Tan)-4(,)-3( )-6(B.; Hu)-4(ang)-4(,)-3( D.; )-6(Hu)-4(, J.; Yang)-4(, W.; )-6(Zh)-4(an)-4(g, )]TJ 0.0014 Tc 0.0959 Tw 19.3413 0 Td [(P.;)4( S)7(h)-2(a)8(b)-2(an)4(ov)4(, N)5(.V)5(.;)4( K)5(n)-2(y)4(azi)4(khi)4(n)4(, Y)5(.;)4( M)4(y)4(neni)4(, R)4(.B)4(.)]TJ /TT48 1 Tf 0 Tc 0 Tw 20.9162 0 Td ( )Tj /TT49 1 Tf -0.0019 Tc 0.0992 Tw 0.3413 0 Td [(An)-5(alysis o)-5(f)8( )]TJ 0.0013 Tc 0.1798 Tw -40.5988 -1.1497 Td [(M)4(O)-1(D)5(I)-1(S Leaf )6(Area I)5(n)4(dex R)10(e)2(t)4(r)-1(i)4(e)2(val)4(s)1( o)4(v)-2(er )6(B)4(r)-1(oa)8(dl)4(eaf C)4(r)5(o)4(p)-2(s as a Fu)4(nct)4(i)4(on )6(of M)4(o)4(del)4( )6(and )6(In)4(p)4(u)-2(t)4( Unc)8(e)2(rt)4(ai)4(nt)4(i)4(e)2(s. )]TJ /TT48 1 Tf 0 Tc -0.0045 Tw 0 -1.1497 TD [(Photogr)7(a)-3(mme)7(tric )-6(Enginee)7(r)1(ing an)5(d Remote )-6(Sensin)5(g)]TJ /TT49 1 Tf -0.0024 Tc 0.0039 Tw 21.9042 0 Td [(. Submit)-6(ted)-5( fo)-5(r)-5( )6(pub)-5(licatio)-5(n)-5(.)-4( )6(2)-5(004)-5(. )]TJ 0.0003 Tc 0.1449 Tw -21.9042 -1.7425 Td [(Wan)3(g)-3(, )6(Y.; Tia)7(n)-3(, )6(Y.; Zha)7(n)3(g, )6(Y.; El-Sale)7(o)-3(u)3(s)6(, N.; )6(Kny)3(azik)3(h)]TJ 0.0018 Tc 0.1434 Tw 24.1198 0 Td [(i)4(n)-1(, )6(Y.;)4( )6(Verm)7(ot)4(e, E.;)4( M)5(y)5(ne)9(ni)4(, R)4(.B)4(. I)6(n)5(vest)10(i)4(g)-1(at)4(i)4(on )6(of)6( )]TJ -0.0001 Tc 0.2531 Tw -24.1198 -1.1497 Td [(product accuracy as a func)7(tion of )]TJ -0.0005 Tc 0.2535 Tw 15.0539 0 Td [(input and m)11(odel uncertainties: Ca)-6(se)]TJ -0.0002 Tc 0.2532 Tw 15.3234 0 Td [( study with Sea)7(W)-8(iFS and MODIS)11( )]TJ 0.001 Tc -0.0055 Tw -30.3772 -1.1497 Td [(LAI/F)6(PAR Al)9(go)4(rithm)12(. )]TJ /TT48 1 Tf 0.0004 Tc 0.0011 Tw 9.3413 0 Td [(Rem)7(o)-3(te)7( Sensin)6(g E)9(nviron)]TJ /TT49 1 Tf -0.0019 Tc 0.0034 Tw 10.5389 0 Td [(., 78)-5(, 296)-5(-31)-5(1)1(, )6(2)-5(001)-5(. )]TJ 0.0016 Tc -0.0001 Tw -19.8802 -1.7425 Td [(Wan)5(g)-1(, )6(Y.;)4( )6(Wo)11(odc)8(oc)8(k, C)4(.E)8(.;)4( )6(B)4(u)-1(erm)13(a)2(nn, )6(W.;)10( St)4(enbe)8(r)5(g)-1(, P)7(.;)4( Voi)10(p)-1(i)4(o)-1(, )6(P.;)4( Sm)13(ol)4(an)5(der)5(, H)5(.;)4( H)5(a)14(\250)-25(m)13(e, )6(T.;)4( Ti)4(an)5(,)6( Y.;)4( H)5(u)-1(, )6(J.; )]TJ 0.0013 Tc 0.102 Tw T* [(Kny)4(azi)4(k)4(h)-2(i)4(n)4(, Y)5(.;)4( M)4(y)4(neni)4(, R)4(.B)4(. Eval)4(uat)4(i)4(o)4(n )6(of t)4(h)-2(e M)4(O)5(D)5(I)-1(S)7( LAI al)4(g)4(o)-2(ri)4(t)4(h)4(m)7( at a coni)4(fer)5(ous )6(fo)4(rest)4( si)4(t)4(e)2( i)4(n)-2( Fi)4(nl)4(an)4(d.)]TJ /TT50 1 Tf 0 Tc 0 Tw 45.2635 0 Td ( )Tj /TT48 1 Tf 0.0004 Tc -0.0049 Tw -45.2635 -1.1497 Td [(Rem)7(o)-3(te Sensi)9(ng )-6(En)6(vir)7(o)-3(n)]TJ /TT49 1 Tf -0.0017 Tc -0.0028 Tw 10.5389 0 Td [(., 91)-5(, 11)-5(4-1)-5(2)1(7)-5(,)3( )-6(200)-5(4. )-6( )]TJ -0.0001 Tc 0.0136 Tw -10.5389 -1.7425 Td [(Yang, )6(W.; Stroeve, J.C.; Shab)]TJ -0.0011 Tc 0.0146 Tw 12.0719 0 Td [(an)-4(ov)-4(, )6(N.V.; Hu)-4(ang)-4(,)-3( )6(D.; Tan)-4(,)-3( )6(B.; Zh)-4(ang)-4(,)-3( P.; )6(Kn)-4(yazikh)-4(in, Y.; Myn)-4(en)-4(i)1(,R.B. An)-4(alysis )]TJ 0.0017 Tc 0.1914 Tw -12.0719 -1.1497 Td [(of Gl)10(obal)4( M)5(O)5(DIS Lea)8(f)-1( A)5(r)-1(e)8(a)2( Inde)8(x an)5(d F)7(r)-1(act)4(i)4(on )6(Abs)8(o)5(r)5(b)-1(ed P)7(A)-1(R)4( Ti)4(m)7(e)2( Seri)4(es Dat)4(a)2( fr)5(om)13( February)11( 20)5(00 t)4(o)-1( )]TJ 0.0002 Tc 0.0013 Tw 0 -1.1437 TD [(Decem)12(ber 2003. )]TJ /TT48 1 Tf 0.0016 Tc -0.0001 Tw 6.8443 0 Td [(J.)6( Ge)8(oph)7(y)-1(s)8(.)6( Res)]TJ /TT49 1 Tf -0.0038 Tc -0.0007 Tw 6.7665 0 Td [(.,)-5( 2)-7(004)-7(.)-5( )]TJ 0 g ET /GS33 gs BT /T1_16 9 Tf 0 Tc 0 Tw 1 0 0 1 289.994 28.8 Tm (260)Tj ET endstream endobj 356 0 obj 6807 endobj 357 0 obj << /Length 358 0 R >> stream /CS34 cs 0 0 0 sc 1 i /RelativeColorimetric ri /GS34 gs BT /TT51 1 Tf 12 0 0 12 70.92 731.6003 Tm (4. Conclusion )Tj /TT52 1 Tf -0.0002 Tc 0.0392 Tw 0 -1.64 TD [(Since the high relative f)8(r)-2(equency of )]TJ /TT53 1 Tf 0.0385 Tw 14.775 0 Td (Standard fill value 255)Tj /TT52 1 Tf 0.0011 Tc 0.0364 Tw 9.31 0 Td [( r)4(etr)4(ievals in)6( )]TJ /TT53 1 Tf 0.0004 Tc 0.0396 Tw 5.355 0 Td (Collection 4)Tj /TT52 1 Tf 0 Tc 0 Tw 4.955 0 Td ( )Tj /TT53 1 Tf -0.0001 Tc 0.29 0 Td (MODIS )Tj -0.001 Tc -34.685 -1.15 Td (LAI)Tj /TT52 1 Tf -0.0004 Tc 0.0854 Tw 1.5 0 Td ( product \(MOD15A2\) occurs for pixels with )Tj 0.0853 Tw 18.55 0 Td (high soybean percentage)Tj 0.0004 Tc 0.0821 Tw 10.05 0 Td (, only in a specific )Tj -0.0007 Tc 0.0381 Tw 10.02 0 0 10.02 70.92 571.5803 Tm 0.0001 -13.2694 Td [(Myn)-4(en)-4(i)2(, R.B.; )6(Hoffm)11(an)-4(, S.; )6(Kn)-4(yazikh)-4(in, Y.; Priv)-4(ette, J.L.)]TJ 23.4132 0 Td [(; Glassy, J.; Tian)-4(, Y.; )6(W)-9(a)6(n)-4(g)2(, )6(Y.; Song)-4(, )6(X.; Zh)-4(an)-4(g, Y.; )]TJ 0.0015 Tc 0.0659 Tw -23.4132 -1.1497 Td [(Sm)7(i)4(t)4(h)-1(, G.R)4(.;)4( Lot)4(s)1(ch)5(, A.;)4( Fri)4(e)8(dl)4(, M)4(.;)4( M)4(o)-1(ri)4(se)8(t)4(t)4(e)2(, J.T.;)4( Vot)4(a)2(v)5(a)2(, P.;)4( Nem)13(a)2(ni)4(, R)4(.R)4(.;)4( R)4(unni)10(n)5(g)-1(, S.)6(W. )6(Gl)4(o)5(b)-1(al)4( pro)5(d)5(u)-1(ct)4(s)7( )]TJ 0.002 Tc 0.0115 Tw 0 -1.1497 TD [(of)6( ve)9(get)4(a)3(t)4(i)4(o)-1(n)5( l)4(eaf are)9(a)3( a)9(n)-1(d)5( f)6(r)6(act)4(i)4(on a)9(b)-1(s)8(o)-1(r)6(b)-1(e)9(d)-1( P)7(AR)4( )6(fr)6(om)13( y)5(e)-3(ar )6(one)9( o)5(f M)11(O)6(DIS)7( )6(dat)4(a)]TJ /TT53 1 Tf 0 Tc 0 Tw 32.4371 0 Td ( )Tj /TT51 1 Tf 0.0003 Tc 0.0132 Tw 0.2635 0 Td [(Rem)7(o)-3(te)7( Sensin)6(g E)9(nviron)]TJ /TT53 1 Tf 0 Tc 0 Tw 10.5629 0 Td (.)Tj /TT52 1 Tf -0.0038 Tc 0.0173 Tw 0.2515 0 Td [(, 91)-7(,)7( )]TJ -0.0026 Tc -0.0019 Tw -43.515 -1.1437 Td [(1)-6(14-)-5(127)-6(, 20)-6(02)-6(. )-6( )]TJ 0.0014 Tc 0.0121 Tw 0 -1.7485 TD [(M)4(y)4(neni)4(, )-6(R)4(.;)4( K)5(n)-2(y)4(azi)4(khi)10(n, Y.;)4( Gl)4(assy)4(, )-6(J.;)4( Vot)10(a)2(va, P.;)4( )-6(S)7(h)]TJ 0.0012 Tc 0.0123 Tw 22 0 Td [(aba)8(n)-2(o)4(v)-2(, N.)6( )-6(Use)8(r)-1(')8(s)1( )-6(Gui)10(d)-2(e )-6(FP)7(AR, LAI \(ES)7(D)-1(T: M)4(O)-1(D)5(1)-2(5)4(A)5(2\))11( )]TJ -0.0019 Tc 0.0034 Tw -22 -1.1497 Td [(8)-5(-)2(d)-5(a)-1(y Co)-5(m)10(p)-5(o)-5(s)-2(i)7(t)1(e N)-4(A)2(SA MOD)-4(I)-4(S Lan)-5(d)1( A)-4(l)7(go)-5(r)-4(ith)-5(m)10(.)-3( p)-5(.)3( 1-)-4(17. 200)-5(3. )]TJ -0.0007 Tc 0.0022 Tw 0 -1.7425 TD (Rizzi, R. )Tj /TT51 1 Tf 0.0003 Tc 0.0012 Tw 3.7725 0 Td [(Geotecnologias em um sistema de estimati)9(va da produ\347)7(\343o de)7( soja)]TJ /TT52 1 Tf 0.0017 Tc -0.0002 Tw 27.7485 0 Td [(:)4( est)4(u)-1(d)5(o)-1( d)5(e)2( caso no R)4(i)4(o )6(Gra)8(n)5(de do)11( )]TJ -0.001 Tc 0.0684 Tw -31.521 -1.1497 Td [(Su)-4(l. 200)-4(4-0)-4(4)2(-30)-4(.)-2( \(INPE--TDI/\). Tese )]TJ 15.3892 0 Td [(\(Dou)-4(t)7(o)-4(rado)-4( em Sen)-4(s)5(o)-4(r)-3(iam)10(en)-4(t)1(o)-4( Rem)10(o)-4(to)-4(\) - In)-4(stituto)-4( Nacion)-4(al d)-4(e)6( Pesqu)-4(i)1(sas )]TJ -0.0001 Tc -0.0044 Tw -15.3892 -1.1497 Td [(Espaciais, S\343o Jos\351 dos )-6(Cam)11(pos. 2004. )]TJ -0.0013 Tc 0.0926 Tw T* [(Tan)-4(,)-3( )-6(B.; Hu)-4(ang)-4(,)-3( D.; )-6(Hu)-4(, J.; Yang)-4(, W.; )-6(Zh)-4(an)-4(g, )]TJ 0.0014 Tc 0.0959 Tw 19.3413 0 Td [(P.;)4( S)7(h)-2(a)8(b)-2(an)4(ov)4(, N)5(.V)5(.;)4( K)5(n)-2(y)4(azi)4(khi)4(n)4(, Y)5(.;)4( M)4(y)4(neni)4(, R)4(.B)4(.)]TJ /TT51 1 Tf 0 Tc 0 Tw 20.9162 0 Td ( )Tj /TT52 1 Tf -0.0019 Tc 0.0992 Tw 0.3413 0 Td [(An)-5(alysis o)-5(f)8( )]TJ 0.0013 Tc 0.1798 Tw -40.5988 -1.1497 Td [(M)4(O)-1(D)5(I)-1(S Leaf )6(Area I)5(n)4(dex R)10(e)2(t)4(r)-1(i)4(e)2(val)4(s)1( o)4(v)-2(er )6(B)4(r)-1(oa)8(dl)4(eaf C)4(r)5(o)4(p)-2(s as a Fu)4(nct)4(i)4(on )6(of M)4(o)4(del)4( )6(and )6(In)4(p)4(u)-2(t)4( Unc)8(e)2(rt)4(ai)4(nt)4(i)4(e)2(s. )]TJ /TT51 1 Tf 0 Tc -0.0045 Tw 0 -1.1497 TD [(Photogr)7(a)-3(mme)7(tric )-6(Enginee)7(r)1(ing an)5(d Remote )-6(Sensin)5(g)]TJ /TT52 1 Tf -0.0024 Tc 0.0039 Tw 21.9042 0 Td [(. Submit)-6(ted)-5( fo)-5(r)-5( )6(pub)-5(licatio)-5(n)-5(.)-4( )6(2)-5(004)-5(. )]TJ 0.0003 Tc 0.1449 Tw -21.9042 -1.7425 Td [(Wan)3(g)-3(, )6(Y.; Tia)7(n)-3(, )6(Y.; Zha)7(n)3(g, )6(Y.; El-Sale)7(o)-3(u)3(s)6(, N.; )6(Kny)3(azik)3(h)]TJ 0.0018 Tc 0.1434 Tw 24.1198 0 Td [(i)4(n)-1(, )6(Y.;)4( )6(Verm)7(ot)4(e, E.;)4( M)5(y)5(ne)9(ni)4(, R)4(.B)4(. I)6(n)5(vest)10(i)4(g)-1(at)4(i)4(on )6(of)6( )]TJ -0.0001 Tc 0.2531 Tw -24.1198 -1.1497 Td [(product accuracy as a func)7(tion of )]TJ -0.0005 Tc 0.2535 Tw 15.0539 0 Td [(input and m)11(odel uncertainties: Ca)-6(se)]TJ -0.0002 Tc 0.2532 Tw 15.3234 0 Td [( study with Sea)7(W)-8(iFS and MODIS)11( )]TJ 0.001 Tc -0.0055 Tw -30.3772 -1.1497 Td [(LAI/F)6(PAR Al)9(go)4(rithm)12(. )]TJ /TT51 1 Tf 0.0004 Tc 0.0011 Tw 9.3413 0 Td [(Rem)7(o)-3(te)7( Sensin)6(g E)9(nviron)]TJ /TT52 1 Tf -0.0019 Tc 0.0034 Tw 10.5389 0 Td [(., 78)-5(, 296)-5(-31)-5(1)1(, )6(2)-5(001)-5(. )]TJ 0.0016 Tc -0.0001 Tw -19.8802 -1.7425 Td [(Wan)5(g)-1(, )6(Y.;)4( )6(Wo)11(odc)8(oc)8(k, C)4(.E)8(.;)4( )6(B)4(u)-1(erm)13(a)2(nn, )6(W.;)10( St)4(enbe)8(r)5(g)-1(, P)7(.;)4( Voi)10(p)-1(i)4(o)-1(, )6(P.;)4( Sm)13(ol)4(an)5(der)5(, H)5(.;)4( H)5(a)14(\250)-25(m)13(e, )6(T.;)4( Ti)4(an)5(,)6( Y.;)4( H)5(u)-1(, )6(J.; )]TJ 0.0013 Tc 0.102 Tw T* [(Kny)4(azi)4(k)4(h)-2(i)4(n)4(, Y)5(.;)4( M)4(y)4(neni)4(, R)4(.B)4(. Eval)4(uat)4(i)4(o)4(n )6(of t)4(h)-2(e M)4(O)5(D)5(I)-1(S)7( LAI al)4(g)4(o)-2(ri)4(t)4(h)4(m)7( at a coni)4(fer)5(ous )6(fo)4(rest)4( si)4(t)4(e)2( i)4(n)-2( Fi)4(nl)4(an)4(d.)]TJ /TT53 1 Tf 0 Tc 0 Tw 45.2635 0 Td ( )Tj /TT51 1 Tf 0.0004 Tc -0.0049 Tw -45.2635 -1.1497 Td [(Rem)7(o)-3(te Sensi)9(ng )-6(En)6(vir)7(o)-3(n)]TJ /TT52 1 Tf -0.0017 Tc -0.0028 Tw 10.5389 0 Td [(., 91)-5(, 11)-5(4-1)-5(2)1(7)-5(,)3( )-6(200)-5(4. )-6( )]TJ -0.0001 Tc 0.0136 Tw -10.5389 -1.7425 Td [(Yang, )6(W.; Stroeve, J.C.; Shab)]TJ -0.0011 Tc 0.0146 Tw 12.0719 0 Td [(an)-4(ov)-4(, )6(N.V.; Hu)-4(ang)-4(,)-3( )6(D.; Tan)-4(,)-3( )6(B.; Zh)-4(ang)-4(,)-3( P.; )6(Kn)-4(yazikh)-4(in, Y.; Myn)-4(en)-4(i)1(,R.B. An)-4(alysis )]TJ 0.0017 Tc 0.1914 Tw -12.0719 -1.1497 Td [(of Gl)10(obal)4( M)5(O)5(DIS Lea)8(f)-1( A)5(r)-1(e)8(a)2( Inde)8(x an)5(d F)7(r)-1(act)4(i)4(on )6(Abs)8(o)5(r)5(b)-1(ed P)7(A)-1(R)4( Ti)4(m)7(e)2( Seri)4(es Dat)4(a)2( fr)5(om)13( February)11( 20)5(00 t)4(o)-1( )]TJ 0.0002 Tc 0.0013 Tw 0 -1.1437 TD [(Decem)12(ber 2003. )]TJ /TT51 1 Tf 0.0016 Tc -0.0001 Tw 6.8443 0 Td [(J.)6( Ge)8(oph)7(y)-1(s)8(.)6( Res)]TJ /TT52 1 Tf -0.0038 Tc -0.0007 Tw 6.7665 0 Td [(.,)-5( 2)-7(004)-7(.)-5( )]TJ 0 g ET /GS35 gs BT /T1_17 9 Tf 0 Tc 0 Tw 1 0 0 1 289.994 28.8 Tm (260)Tj ET endstream endobj 358 0 obj 6583 endobj 359 0 obj << /Length 360 0 R >> stream /CS36 cs 0 0 0 sc 1 i /RelativeColorimetric ri /GS36 gs BT /TT54 1 Tf 12 0 0 12 70.92 731.6003 Tm (4. Conclusion )Tj /TT55 1 Tf -0.0002 Tc 0.0392 Tw 0 -1.64 TD [(Since the high relative f)8(r)-2(equency of )]TJ /TT56 1 Tf 0.0385 Tw 14.775 0 Td (Standard fill value 255)Tj /TT55 1 Tf 0.0011 Tc 0.0364 Tw 9.31 0 Td [( r)4(etr)4(ievals in)6( )]TJ /TT56 1 Tf 0.0004 Tc 0.0396 Tw 5.355 0 Td (Collection 4)Tj /TT55 1 Tf 0 Tc 0 Tw 4.955 0 Td ( )Tj /TT56 1 Tf -0.0001 Tc 0.29 0 Td (MODIS )Tj /TT55 1 Tf -0.0007 Tc 0.0381 Tw 10.02 0 0 10.02 70.92 571.5803 Tm 0.0001 -13.2694 Td [(Myn)-4(en)-4(i)2(, R.B.; )6(Hoffm)11(an)-4(, S.; )6(Kn)-4(yazikh)-4(in, Y.; Priv)-4(ette, J.L.)]TJ 23.4132 0 Td [(; Glassy, J.; Tian)-4(, Y.; )6(W)-9(a)6(n)-4(g)2(, )6(Y.; Song)-4(, )6(X.; Zh)-4(an)-4(g, Y.; )]TJ 0.0015 Tc 0.0659 Tw -23.4132 -1.1497 Td [(Sm)7(i)4(t)4(h)-1(, G.R)4(.;)4( Lot)4(s)1(ch)5(, A.;)4( Fri)4(e)8(dl)4(, M)4(.;)4( M)4(o)-1(ri)4(se)8(t)4(t)4(e)2(, J.T.;)4( Vot)4(a)2(v)5(a)2(, P.;)4( Nem)13(a)2(ni)4(, R)4(.R)4(.;)4( R)4(unni)10(n)5(g)-1(, S.)6(W. )6(Gl)4(o)5(b)-1(al)4( pro)5(d)5(u)-1(ct)4(s)7( )]TJ 0.002 Tc 0.0115 Tw 0 -1.1497 TD [(of)6( ve)9(get)4(a)3(t)4(i)4(o)-1(n)5( l)4(eaf are)9(a)3( a)9(n)-1(d)5( f)6(r)6(act)4(i)4(on a)9(b)-1(s)8(o)-1(r)6(b)-1(e)9(d)-1( P)7(AR)4( )6(fr)6(om)13( y)5(e)-3(ar )6(one)9( o)5(f M)11(O)6(DIS)7( )6(dat)4(a)]TJ /TT56 1 Tf 0 Tc 0 Tw 32.4371 0 Td ( )Tj /TT54 1 Tf 0.0003 Tc 0.0132 Tw 0.2635 0 Td [(Rem)7(o)-3(te)7( Sensin)6(g E)9(nviron)]TJ /TT56 1 Tf 0 Tc 0 Tw 10.5629 0 Td (.)Tj /TT55 1 Tf -0.0038 Tc 0.0173 Tw 0.2515 0 Td [(, 91)-7(,)7( )]TJ -0.0026 Tc -0.0019 Tw -43.515 -1.1437 Td [(1)-6(14-)-5(127)-6(, 20)-6(02)-6(. )-6( )]TJ 0.0014 Tc 0.0121 Tw 0 -1.7485 TD [(M)4(y)4(neni)4(, )-6(R)4(.;)4( K)5(n)-2(y)4(azi)4(khi)10(n, Y.;)4( Gl)4(assy)4(, )-6(J.;)4( Vot)10(a)2(va, P.;)4( )-6(S)7(h)]TJ 0.0012 Tc 0.0123 Tw 22 0 Td [(aba)8(n)-2(o)4(v)-2(, N.)6( )-6(Use)8(r)-1(')8(s)1( )-6(Gui)10(d)-2(e )-6(FP)7(AR, LAI \(ES)7(D)-1(T: M)4(O)-1(D)5(1)-2(5)4(A)5(2\))11( )]TJ -0.0019 Tc 0.0034 Tw -22 -1.1497 Td [(8)-5(-)2(d)-5(a)-1(y Co)-5(m)10(p)-5(o)-5(s)-2(i)7(t)1(e N)-4(A)2(SA MOD)-4(I)-4(S Lan)-5(d)1( A)-4(l)7(go)-5(r)-4(ith)-5(m)10(.)-3( p)-5(.)3( 1-)-4(17. 200)-5(3. )]TJ -0.0007 Tc 0.0022 Tw 0 -1.7425 TD (Rizzi, R. )Tj /TT54 1 Tf 0.0003 Tc 0.0012 Tw 3.7725 0 Td [(Geotecnologias em um sistema de estimati)9(va da produ\347)7(\343o de)7( soja)]TJ /TT55 1 Tf 0.0017 Tc -0.0002 Tw 27.7485 0 Td [(:)4( est)4(u)-1(d)5(o)-1( d)5(e)2( caso no R)4(i)4(o )6(Gra)8(n)5(de do)11( )]TJ -0.001 Tc 0.0684 Tw -31.521 -1.1497 Td [(Su)-4(l. 200)-4(4-0)-4(4)2(-30)-4(.)-2( \(INPE--TDI/\). Tese )]TJ 15.3892 0 Td [(\(Dou)-4(t)7(o)-4(rado)-4( em Sen)-4(s)5(o)-4(r)-3(iam)10(en)-4(t)1(o)-4( Rem)10(o)-4(to)-4(\) - In)-4(stituto)-4( Nacion)-4(al d)-4(e)6( Pesqu)-4(i)1(sas )]TJ -0.0001 Tc -0.0044 Tw -15.3892 -1.1497 Td [(Espaciais, S\343o Jos\351 dos )-6(Cam)11(pos. 2004. )]TJ -0.0013 Tc 0.0926 Tw T* [(Tan)-4(,)-3( )-6(B.; Hu)-4(ang)-4(,)-3( D.; )-6(Hu)-4(, J.; Yang)-4(, W.; )-6(Zh)-4(an)-4(g, )]TJ 0.0014 Tc 0.0959 Tw 19.3413 0 Td [(P.;)4( S)7(h)-2(a)8(b)-2(an)4(ov)4(, N)5(.V)5(.;)4( K)5(n)-2(y)4(azi)4(khi)4(n)4(, Y)5(.;)4( M)4(y)4(neni)4(, R)4(.B)4(.)]TJ /TT54 1 Tf 0 Tc 0 Tw 20.9162 0 Td ( )Tj /TT55 1 Tf -0.0019 Tc 0.0992 Tw 0.3413 0 Td [(An)-5(alysis o)-5(f)8( )]TJ 0.0013 Tc 0.1798 Tw -40.5988 -1.1497 Td [(M)4(O)-1(D)5(I)-1(S Leaf )6(Area I)5(n)4(dex R)10(e)2(t)4(r)-1(i)4(e)2(val)4(s)1( o)4(v)-2(er )6(B)4(r)-1(oa)8(dl)4(eaf C)4(r)5(o)4(p)-2(s as a Fu)4(nct)4(i)4(on )6(of M)4(o)4(del)4( )6(and )6(In)4(p)4(u)-2(t)4( Unc)8(e)2(rt)4(ai)4(nt)4(i)4(e)2(s. )]TJ /TT54 1 Tf 0 Tc -0.0045 Tw 0 -1.1497 TD [(Photogr)7(a)-3(mme)7(tric )-6(Enginee)7(r)1(ing an)5(d Remote )-6(Sensin)5(g)]TJ /TT55 1 Tf -0.0024 Tc 0.0039 Tw 21.9042 0 Td [(. Submit)-6(ted)-5( fo)-5(r)-5( )6(pub)-5(licatio)-5(n)-5(.)-4( )6(2)-5(004)-5(. )]TJ 0.0003 Tc 0.1449 Tw -21.9042 -1.7425 Td [(Wan)3(g)-3(, )6(Y.; Tia)7(n)-3(, )6(Y.; Zha)7(n)3(g, )6(Y.; El-Sale)7(o)-3(u)3(s)6(, N.; )6(Kny)3(azik)3(h)]TJ 0.0018 Tc 0.1434 Tw 24.1198 0 Td [(i)4(n)-1(, )6(Y.;)4( )6(Verm)7(ot)4(e, E.;)4( M)5(y)5(ne)9(ni)4(, R)4(.B)4(. I)6(n)5(vest)10(i)4(g)-1(at)4(i)4(on )6(of)6( )]TJ -0.0001 Tc 0.2531 Tw -24.1198 -1.1497 Td [(product accuracy as a func)7(tion of )]TJ -0.0005 Tc 0.2535 Tw 15.0539 0 Td [(input and m)11(odel uncertainties: Ca)-6(se)]TJ -0.0002 Tc 0.2532 Tw 15.3234 0 Td [( study with Sea)7(W)-8(iFS and MODIS)11( )]TJ 0.001 Tc -0.0055 Tw -30.3772 -1.1497 Td [(LAI/F)6(PAR Al)9(go)4(rithm)12(. )]TJ /TT54 1 Tf 0.0004 Tc 0.0011 Tw 9.3413 0 Td [(Rem)7(o)-3(te)7( Sensin)6(g E)9(nviron)]TJ /TT55 1 Tf -0.0019 Tc 0.0034 Tw 10.5389 0 Td [(., 78)-5(, 296)-5(-31)-5(1)1(, )6(2)-5(001)-5(. )]TJ 0.0016 Tc -0.0001 Tw -19.8802 -1.7425 Td [(Wan)5(g)-1(, )6(Y.;)4( )6(Wo)11(odc)8(oc)8(k, C)4(.E)8(.;)4( )6(B)4(u)-1(erm)13(a)2(nn, )6(W.;)10( St)4(enbe)8(r)5(g)-1(, P)7(.;)4( Voi)10(p)-1(i)4(o)-1(, )6(P.;)4( Sm)13(ol)4(an)5(der)5(, H)5(.;)4( H)5(a)14(\250)-25(m)13(e, )6(T.;)4( Ti)4(an)5(,)6( Y.;)4( H)5(u)-1(, )6(J.; )]TJ 0.0013 Tc 0.102 Tw T* [(Kny)4(azi)4(k)4(h)-2(i)4(n)4(, Y)5(.;)4( M)4(y)4(neni)4(, R)4(.B)4(. Eval)4(uat)4(i)4(o)4(n )6(of t)4(h)-2(e M)4(O)5(D)5(I)-1(S)7( LAI al)4(g)4(o)-2(ri)4(t)4(h)4(m)7( at a coni)4(fer)5(ous )6(fo)4(rest)4( si)4(t)4(e)2( i)4(n)-2( Fi)4(nl)4(an)4(d.)]TJ /TT56 1 Tf 0 Tc 0 Tw 45.2635 0 Td ( )Tj /TT54 1 Tf 0.0004 Tc -0.0049 Tw -45.2635 -1.1497 Td [(Rem)7(o)-3(te Sensi)9(ng )-6(En)6(vir)7(o)-3(n)]TJ /TT55 1 Tf -0.0017 Tc -0.0028 Tw 10.5389 0 Td [(., 91)-5(, 11)-5(4-1)-5(2)1(7)-5(,)3( )-6(200)-5(4. )-6( )]TJ -0.0001 Tc 0.0136 Tw -10.5389 -1.7425 Td [(Yang, )6(W.; Stroeve, J.C.; Shab)]TJ -0.0011 Tc 0.0146 Tw 12.0719 0 Td [(an)-4(ov)-4(, )6(N.V.; Hu)-4(ang)-4(,)-3( )6(D.; Tan)-4(,)-3( )6(B.; Zh)-4(ang)-4(,)-3( P.; )6(Kn)-4(yazikh)-4(in, Y.; Myn)-4(en)-4(i)1(,R.B. An)-4(alysis )]TJ 0.0017 Tc 0.1914 Tw -12.0719 -1.1497 Td [(of Gl)10(obal)4( M)5(O)5(DIS Lea)8(f)-1( A)5(r)-1(e)8(a)2( Inde)8(x an)5(d F)7(r)-1(act)4(i)4(on )6(Abs)8(o)5(r)5(b)-1(ed P)7(A)-1(R)4( Ti)4(m)7(e)2( Seri)4(es Dat)4(a)2( fr)5(om)13( February)11( 20)5(00 t)4(o)-1( )]TJ 0.0002 Tc 0.0013 Tw 0 -1.1437 TD [(Decem)12(ber 2003. )]TJ /TT54 1 Tf 0.0016 Tc -0.0001 Tw 6.8443 0 Td [(J.)6( Ge)8(oph)7(y)-1(s)8(.)6( Res)]TJ /TT55 1 Tf -0.0038 Tc -0.0007 Tw 6.7665 0 Td [(.,)-5( 2)-7(004)-7(.)-5( )]TJ 0 g ET /GS37 gs BT /T1_18 9 Tf 0 Tc 0 Tw 1 0 0 1 289.994 28.8 Tm (260)Tj ET endstream endobj 360 0 obj 6363 endobj 361 0 obj << /Length 362 0 R >> stream /CS38 cs 0 0 0 sc 1 i /RelativeColorimetric ri /GS38 gs BT /TT57 1 Tf 12 0 0 12 70.92 731.6003 Tm (4. Conclusion )Tj /TT58 1 Tf -0.0007 Tc 0.0381 Tw 10.02 0 0 10.02 70.92 571.5803 Tm 0.0001 -13.2694 Td [(Myn)-4(en)-4(i)2(, R.B.; )6(Hoffm)11(an)-4(, S.; )6(Kn)-4(yazikh)-4(in, Y.; Priv)-4(ette, J.L.)]TJ 23.4132 0 Td [(; Glassy, J.; Tian)-4(, Y.; )6(W)-9(a)6(n)-4(g)2(, )6(Y.; Song)-4(, )6(X.; Zh)-4(an)-4(g, Y.; )]TJ 0.0015 Tc 0.0659 Tw -23.4132 -1.1497 Td [(Sm)7(i)4(t)4(h)-1(, G.R)4(.;)4( Lot)4(s)1(ch)5(, A.;)4( Fri)4(e)8(dl)4(, M)4(.;)4( M)4(o)-1(ri)4(se)8(t)4(t)4(e)2(, J.T.;)4( Vot)4(a)2(v)5(a)2(, P.;)4( Nem)13(a)2(ni)4(, R)4(.R)4(.;)4( R)4(unni)10(n)5(g)-1(, S.)6(W. )6(Gl)4(o)5(b)-1(al)4( pro)5(d)5(u)-1(ct)4(s)7( )]TJ 0.002 Tc 0.0115 Tw 0 -1.1497 TD [(of)6( ve)9(get)4(a)3(t)4(i)4(o)-1(n)5( l)4(eaf are)9(a)3( a)9(n)-1(d)5( f)6(r)6(act)4(i)4(on a)9(b)-1(s)8(o)-1(r)6(b)-1(e)9(d)-1( P)7(AR)4( )6(fr)6(om)13( y)5(e)-3(ar )6(one)9( o)5(f M)11(O)6(DIS)7( )6(dat)4(a)]TJ /TT59 1 Tf 0 Tc 0 Tw 32.4371 0 Td ( )Tj /TT57 1 Tf 0.0003 Tc 0.0132 Tw 0.2635 0 Td [(Rem)7(o)-3(te)7( Sensin)6(g E)9(nviron)]TJ /TT59 1 Tf 0 Tc 0 Tw 10.5629 0 Td (.)Tj /TT58 1 Tf -0.0038 Tc 0.0173 Tw 0.2515 0 Td [(, 91)-7(,)7( )]TJ -0.0026 Tc -0.0019 Tw -43.515 -1.1437 Td [(1)-6(14-)-5(127)-6(, 20)-6(02)-6(. )-6( )]TJ 0.0014 Tc 0.0121 Tw 0 -1.7485 TD [(M)4(y)4(neni)4(, )-6(R)4(.;)4( K)5(n)-2(y)4(azi)4(khi)10(n, Y.;)4( Gl)4(assy)4(, )-6(J.;)4( Vot)10(a)2(va, P.;)4( )-6(S)7(h)]TJ 0.0012 Tc 0.0123 Tw 22 0 Td [(aba)8(n)-2(o)4(v)-2(, N.)6( )-6(Use)8(r)-1(')8(s)1( )-6(Gui)10(d)-2(e )-6(FP)7(AR, LAI \(ES)7(D)-1(T: M)4(O)-1(D)5(1)-2(5)4(A)5(2\))11( )]TJ -0.0019 Tc 0.0034 Tw -22 -1.1497 Td [(8)-5(-)2(d)-5(a)-1(y Co)-5(m)10(p)-5(o)-5(s)-2(i)7(t)1(e N)-4(A)2(SA MOD)-4(I)-4(S Lan)-5(d)1( A)-4(l)7(go)-5(r)-4(ith)-5(m)10(.)-3( p)-5(.)3( 1-)-4(17. 200)-5(3. )]TJ -0.0007 Tc 0.0022 Tw 0 -1.7425 TD (Rizzi, R. )Tj /TT57 1 Tf 0.0003 Tc 0.0012 Tw 3.7725 0 Td [(Geotecnologias em um sistema de estimati)9(va da produ\347)7(\343o de)7( soja)]TJ /TT58 1 Tf 0.0017 Tc -0.0002 Tw 27.7485 0 Td [(:)4( est)4(u)-1(d)5(o)-1( d)5(e)2( caso no R)4(i)4(o )6(Gra)8(n)5(de do)11( )]TJ -0.001 Tc 0.0684 Tw -31.521 -1.1497 Td [(Su)-4(l. 200)-4(4-0)-4(4)2(-30)-4(.)-2( \(INPE--TDI/\). Tese )]TJ 15.3892 0 Td [(\(Dou)-4(t)7(o)-4(rado)-4( em Sen)-4(s)5(o)-4(r)-3(iam)10(en)-4(t)1(o)-4( Rem)10(o)-4(to)-4(\) - In)-4(stituto)-4( Nacion)-4(al d)-4(e)6( Pesqu)-4(i)1(sas )]TJ -0.0001 Tc -0.0044 Tw -15.3892 -1.1497 Td [(Espaciais, S\343o Jos\351 dos )-6(Cam)11(pos. 2004. )]TJ -0.0013 Tc 0.0926 Tw T* [(Tan)-4(,)-3( )-6(B.; Hu)-4(ang)-4(,)-3( D.; )-6(Hu)-4(, J.; Yang)-4(, W.; )-6(Zh)-4(an)-4(g, )]TJ 0.0014 Tc 0.0959 Tw 19.3413 0 Td [(P.;)4( S)7(h)-2(a)8(b)-2(an)4(ov)4(, N)5(.V)5(.;)4( K)5(n)-2(y)4(azi)4(khi)4(n)4(, Y)5(.;)4( M)4(y)4(neni)4(, R)4(.B)4(.)]TJ /TT57 1 Tf 0 Tc 0 Tw 20.9162 0 Td ( )Tj /TT58 1 Tf -0.0019 Tc 0.0992 Tw 0.3413 0 Td [(An)-5(alysis o)-5(f)8( )]TJ 0.0013 Tc 0.1798 Tw -40.5988 -1.1497 Td [(M)4(O)-1(D)5(I)-1(S Leaf )6(Area I)5(n)4(dex R)10(e)2(t)4(r)-1(i)4(e)2(val)4(s)1( o)4(v)-2(er )6(B)4(r)-1(oa)8(dl)4(eaf C)4(r)5(o)4(p)-2(s as a Fu)4(nct)4(i)4(on )6(of M)4(o)4(del)4( )6(and )6(In)4(p)4(u)-2(t)4( Unc)8(e)2(rt)4(ai)4(nt)4(i)4(e)2(s. )]TJ /TT57 1 Tf 0 Tc -0.0045 Tw 0 -1.1497 TD [(Photogr)7(a)-3(mme)7(tric )-6(Enginee)7(r)1(ing an)5(d Remote )-6(Sensin)5(g)]TJ /TT58 1 Tf -0.0024 Tc 0.0039 Tw 21.9042 0 Td [(. Submit)-6(ted)-5( fo)-5(r)-5( )6(pub)-5(licatio)-5(n)-5(.)-4( )6(2)-5(004)-5(. )]TJ 0.0003 Tc 0.1449 Tw -21.9042 -1.7425 Td [(Wan)3(g)-3(, )6(Y.; Tia)7(n)-3(, )6(Y.; Zha)7(n)3(g, )6(Y.; El-Sale)7(o)-3(u)3(s)6(, N.; )6(Kny)3(azik)3(h)]TJ 0.0018 Tc 0.1434 Tw 24.1198 0 Td [(i)4(n)-1(, )6(Y.;)4( )6(Verm)7(ot)4(e, E.;)4( M)5(y)5(ne)9(ni)4(, R)4(.B)4(. I)6(n)5(vest)10(i)4(g)-1(at)4(i)4(on )6(of)6( )]TJ -0.0001 Tc 0.2531 Tw -24.1198 -1.1497 Td [(product accuracy as a func)7(tion of )]TJ -0.0005 Tc 0.2535 Tw 15.0539 0 Td [(input and m)11(odel uncertainties: Ca)-6(se)]TJ -0.0002 Tc 0.2532 Tw 15.3234 0 Td [( study with Sea)7(W)-8(iFS and MODIS)11( )]TJ 0.001 Tc -0.0055 Tw -30.3772 -1.1497 Td [(LAI/F)6(PAR Al)9(go)4(rithm)12(. )]TJ /TT57 1 Tf 0.0004 Tc 0.0011 Tw 9.3413 0 Td [(Rem)7(o)-3(te)7( Sensin)6(g E)9(nviron)]TJ /TT58 1 Tf -0.0019 Tc 0.0034 Tw 10.5389 0 Td [(., 78)-5(, 296)-5(-31)-5(1)1(, )6(2)-5(001)-5(. )]TJ 0.0016 Tc -0.0001 Tw -19.8802 -1.7425 Td [(Wan)5(g)-1(, )6(Y.;)4( )6(Wo)11(odc)8(oc)8(k, C)4(.E)8(.;)4( )6(B)4(u)-1(erm)13(a)2(nn, )6(W.;)10( St)4(enbe)8(r)5(g)-1(, P)7(.;)4( Voi)10(p)-1(i)4(o)-1(, )6(P.;)4( Sm)13(ol)4(an)5(der)5(, H)5(.;)4( H)5(a)14(\250)-25(m)13(e, )6(T.;)4( Ti)4(an)5(,)6( Y.;)4( H)5(u)-1(, )6(J.; )]TJ 0.0013 Tc 0.102 Tw T* [(Kny)4(azi)4(k)4(h)-2(i)4(n)4(, Y)5(.;)4( M)4(y)4(neni)4(, R)4(.B)4(. Eval)4(uat)4(i)4(o)4(n )6(of t)4(h)-2(e M)4(O)5(D)5(I)-1(S)7( LAI al)4(g)4(o)-2(ri)4(t)4(h)4(m)7( at a coni)4(fer)5(ous )6(fo)4(rest)4( si)4(t)4(e)2( i)4(n)-2( Fi)4(nl)4(an)4(d.)]TJ /TT59 1 Tf 0 Tc 0 Tw 45.2635 0 Td ( )Tj /TT57 1 Tf 0.0004 Tc -0.0049 Tw -45.2635 -1.1497 Td [(Rem)7(o)-3(te Sensi)9(ng )-6(En)6(vir)7(o)-3(n)]TJ /TT58 1 Tf -0.0017 Tc -0.0028 Tw 10.5389 0 Td [(., 91)-5(, 11)-5(4-1)-5(2)1(7)-5(,)3( )-6(200)-5(4. )-6( )]TJ -0.0001 Tc 0.0136 Tw -10.5389 -1.7425 Td [(Yang, )6(W.; Stroeve, J.C.; Shab)]TJ -0.0011 Tc 0.0146 Tw 12.0719 0 Td [(an)-4(ov)-4(, )6(N.V.; Hu)-4(ang)-4(,)-3( )6(D.; Tan)-4(,)-3( )6(B.; Zh)-4(ang)-4(,)-3( P.; )6(Kn)-4(yazikh)-4(in, Y.; Myn)-4(en)-4(i)1(,R.B. An)-4(alysis )]TJ 0.0017 Tc 0.1914 Tw -12.0719 -1.1497 Td [(of Gl)10(obal)4( M)5(O)5(DIS Lea)8(f)-1( A)5(r)-1(e)8(a)2( Inde)8(x an)5(d F)7(r)-1(act)4(i)4(on )6(Abs)8(o)5(r)5(b)-1(ed P)7(A)-1(R)4( Ti)4(m)7(e)2( Seri)4(es Dat)4(a)2( fr)5(om)13( February)11( 20)5(00 t)4(o)-1( )]TJ 0.0002 Tc 0.0013 Tw 0 -1.1437 TD [(Decem)12(ber 2003. )]TJ /TT57 1 Tf 0.0016 Tc -0.0001 Tw 6.8443 0 Td [(J.)6( Ge)8(oph)7(y)-1(s)8(.)6( Res)]TJ /TT58 1 Tf -0.0038 Tc -0.0007 Tw 6.7665 0 Td [(.,)-5( 2)-7(004)-7(.)-5( )]TJ 0 g ET /GS39 gs BT /T1_19 9 Tf 0 Tc 0 Tw 1 0 0 1 289.994 28.8 Tm (260)Tj ET endstream endobj 362 0 obj 5996 endobj 363 0 obj << /Length 364 0 R >> stream /CS40 cs 0 0 0 sc 1 i /RelativeColorimetric ri /GS40 gs BT /TT60 1 Tf -0.0007 Tc 0.0381 Tw 10.02 0 0 10.02 70.92 571.5803 Tm 0.0001 -13.2694 Td [(Myn)-4(en)-4(i)2(, R.B.; )6(Hoffm)11(an)-4(, S.; )6(Kn)-4(yazikh)-4(in, Y.; Priv)-4(ette, J.L.)]TJ 23.4132 0 Td [(; Glassy, J.; Tian)-4(, Y.; )6(W)-9(a)6(n)-4(g)2(, )6(Y.; Song)-4(, )6(X.; Zh)-4(an)-4(g, Y.; )]TJ 0.0015 Tc 0.0659 Tw -23.4132 -1.1497 Td [(Sm)7(i)4(t)4(h)-1(, G.R)4(.;)4( Lot)4(s)1(ch)5(, A.;)4( Fri)4(e)8(dl)4(, M)4(.;)4( M)4(o)-1(ri)4(se)8(t)4(t)4(e)2(, J.T.;)4( Vot)4(a)2(v)5(a)2(, P.;)4( Nem)13(a)2(ni)4(, R)4(.R)4(.;)4( R)4(unni)10(n)5(g)-1(, S.)6(W. )6(Gl)4(o)5(b)-1(al)4( pro)5(d)5(u)-1(ct)4(s)7( )]TJ 0.002 Tc 0.0115 Tw 0 -1.1497 TD [(of)6( ve)9(get)4(a)3(t)4(i)4(o)-1(n)5( l)4(eaf are)9(a)3( a)9(n)-1(d)5( f)6(r)6(act)4(i)4(on a)9(b)-1(s)8(o)-1(r)6(b)-1(e)9(d)-1( P)7(AR)4( )6(fr)6(om)13( y)5(e)-3(ar )6(one)9( o)5(f M)11(O)6(DIS)7( )6(dat)4(a)]TJ /TT61 1 Tf 0 Tc 0 Tw 32.4371 0 Td ( )Tj /TT62 1 Tf 0.0003 Tc 0.0132 Tw 0.2635 0 Td [(Rem)7(o)-3(te)7( Sensin)6(g E)9(nviron)]TJ /TT61 1 Tf 0 Tc 0 Tw 10.5629 0 Td (.)Tj /TT60 1 Tf -0.0038 Tc 0.0173 Tw 0.2515 0 Td [(, 91)-7(,)7( )]TJ -0.0026 Tc -0.0019 Tw -43.515 -1.1437 Td [(1)-6(14-)-5(127)-6(, 20)-6(02)-6(. )-6( )]TJ 0.0014 Tc 0.0121 Tw 0 -1.7485 TD [(M)4(y)4(neni)4(, )-6(R)4(.;)4( K)5(n)-2(y)4(azi)4(khi)10(n, Y.;)4( Gl)4(assy)4(, )-6(J.;)4( Vot)10(a)2(va, P.;)4( )-6(S)7(h)]TJ 0.0012 Tc 0.0123 Tw 22 0 Td [(aba)8(n)-2(o)4(v)-2(, N.)6( )-6(Use)8(r)-1(')8(s)1( )-6(Gui)10(d)-2(e )-6(FP)7(AR, LAI \(ES)7(D)-1(T: M)4(O)-1(D)5(1)-2(5)4(A)5(2\))11( )]TJ -0.0019 Tc 0.0034 Tw -22 -1.1497 Td [(8)-5(-)2(d)-5(a)-1(y Co)-5(m)10(p)-5(o)-5(s)-2(i)7(t)1(e N)-4(A)2(SA MOD)-4(I)-4(S Lan)-5(d)1( A)-4(l)7(go)-5(r)-4(ith)-5(m)10(.)-3( p)-5(.)3( 1-)-4(17. 200)-5(3. )]TJ -0.0007 Tc 0.0022 Tw 0 -1.7425 TD (Rizzi, R. )Tj /TT62 1 Tf 0.0003 Tc 0.0012 Tw 3.7725 0 Td [(Geotecnologias em um sistema de estimati)9(va da produ\347)7(\343o de)7( soja)]TJ /TT60 1 Tf 0.0017 Tc -0.0002 Tw 27.7485 0 Td [(:)4( est)4(u)-1(d)5(o)-1( d)5(e)2( caso no R)4(i)4(o )6(Gra)8(n)5(de do)11( )]TJ -0.001 Tc 0.0684 Tw -31.521 -1.1497 Td [(Su)-4(l. 200)-4(4-0)-4(4)2(-30)-4(.)-2( \(INPE--TDI/\). Tese )]TJ 15.3892 0 Td [(\(Dou)-4(t)7(o)-4(rado)-4( em Sen)-4(s)5(o)-4(r)-3(iam)10(en)-4(t)1(o)-4( Rem)10(o)-4(to)-4(\) - In)-4(stituto)-4( Nacion)-4(al d)-4(e)6( Pesqu)-4(i)1(sas )]TJ -0.0001 Tc -0.0044 Tw -15.3892 -1.1497 Td [(Espaciais, S\343o Jos\351 dos )-6(Cam)11(pos. 2004. )]TJ -0.0013 Tc 0.0926 Tw T* [(Tan)-4(,)-3( )-6(B.; Hu)-4(ang)-4(,)-3( D.; )-6(Hu)-4(, J.; Yang)-4(, W.; )-6(Zh)-4(an)-4(g, )]TJ 0.0014 Tc 0.0959 Tw 19.3413 0 Td [(P.;)4( S)7(h)-2(a)8(b)-2(an)4(ov)4(, N)5(.V)5(.;)4( K)5(n)-2(y)4(azi)4(khi)4(n)4(, Y)5(.;)4( M)4(y)4(neni)4(, R)4(.B)4(.)]TJ /TT62 1 Tf 0 Tc 0 Tw 20.9162 0 Td ( )Tj /TT60 1 Tf -0.0019 Tc 0.0992 Tw 0.3413 0 Td [(An)-5(alysis o)-5(f)8( )]TJ 0.0013 Tc 0.1798 Tw -40.5988 -1.1497 Td [(M)4(O)-1(D)5(I)-1(S Leaf )6(Area I)5(n)4(dex R)10(e)2(t)4(r)-1(i)4(e)2(val)4(s)1( o)4(v)-2(er )6(B)4(r)-1(oa)8(dl)4(eaf C)4(r)5(o)4(p)-2(s as a Fu)4(nct)4(i)4(on )6(of M)4(o)4(del)4( )6(and )6(In)4(p)4(u)-2(t)4( Unc)8(e)2(rt)4(ai)4(nt)4(i)4(e)2(s. )]TJ /TT62 1 Tf 0 Tc -0.0045 Tw 0 -1.1497 TD [(Photogr)7(a)-3(mme)7(tric )-6(Enginee)7(r)1(ing an)5(d Remote )-6(Sensin)5(g)]TJ /TT60 1 Tf -0.0024 Tc 0.0039 Tw 21.9042 0 Td [(. Submit)-6(ted)-5( fo)-5(r)-5( )6(pub)-5(licatio)-5(n)-5(.)-4( )6(2)-5(004)-5(. )]TJ 0.0003 Tc 0.1449 Tw -21.9042 -1.7425 Td [(Wan)3(g)-3(, )6(Y.; Tia)7(n)-3(, )6(Y.; Zha)7(n)3(g, )6(Y.; El-Sale)7(o)-3(u)3(s)6(, N.; )6(Kny)3(azik)3(h)]TJ 0.0018 Tc 0.1434 Tw 24.1198 0 Td [(i)4(n)-1(, )6(Y.;)4( )6(Verm)7(ot)4(e, E.;)4( M)5(y)5(ne)9(ni)4(, R)4(.B)4(. I)6(n)5(vest)10(i)4(g)-1(at)4(i)4(on )6(of)6( )]TJ -0.0001 Tc 0.2531 Tw -24.1198 -1.1497 Td [(product accuracy as a func)7(tion of )]TJ -0.0005 Tc 0.2535 Tw 15.0539 0 Td [(input and m)11(odel uncertainties: Ca)-6(se)]TJ -0.0002 Tc 0.2532 Tw 15.3234 0 Td [( study with Sea)7(W)-8(iFS and MODIS)11( )]TJ 0.001 Tc -0.0055 Tw -30.3772 -1.1497 Td [(LAI/F)6(PAR Al)9(go)4(rithm)12(. )]TJ /TT62 1 Tf 0.0004 Tc 0.0011 Tw 9.3413 0 Td [(Rem)7(o)-3(te)7( Sensin)6(g E)9(nviron)]TJ /TT60 1 Tf -0.0019 Tc 0.0034 Tw 10.5389 0 Td [(., 78)-5(, 296)-5(-31)-5(1)1(, )6(2)-5(001)-5(. )]TJ 0.0016 Tc -0.0001 Tw -19.8802 -1.7425 Td [(Wan)5(g)-1(, )6(Y.;)4( )6(Wo)11(odc)8(oc)8(k, C)4(.E)8(.;)4( )6(B)4(u)-1(erm)13(a)2(nn, )6(W.;)10( St)4(enbe)8(r)5(g)-1(, P)7(.;)4( Voi)10(p)-1(i)4(o)-1(, )6(P.;)4( Sm)13(ol)4(an)5(der)5(, H)5(.;)4( H)5(a)14(\250)-25(m)13(e, )6(T.;)4( Ti)4(an)5(,)6( Y.;)4( H)5(u)-1(, )6(J.; )]TJ 0.0013 Tc 0.102 Tw T* [(Kny)4(azi)4(k)4(h)-2(i)4(n)4(, Y)5(.;)4( M)4(y)4(neni)4(, R)4(.B)4(. Eval)4(uat)4(i)4(o)4(n )6(of t)4(h)-2(e M)4(O)5(D)5(I)-1(S)7( LAI al)4(g)4(o)-2(ri)4(t)4(h)4(m)7( at a coni)4(fer)5(ous )6(fo)4(rest)4( si)4(t)4(e)2( i)4(n)-2( Fi)4(nl)4(an)4(d.)]TJ /TT61 1 Tf 0 Tc 0 Tw 45.2635 0 Td ( )Tj /TT62 1 Tf 0.0004 Tc -0.0049 Tw -45.2635 -1.1497 Td [(Rem)7(o)-3(te Sensi)9(ng )-6(En)6(vir)7(o)-3(n)]TJ /TT60 1 Tf -0.0017 Tc -0.0028 Tw 10.5389 0 Td [(., 91)-5(, 11)-5(4-1)-5(2)1(7)-5(,)3( )-6(200)-5(4. )-6( )]TJ -0.0001 Tc 0.0136 Tw -10.5389 -1.7425 Td [(Yang, )6(W.; Stroeve, J.C.; Shab)]TJ -0.0011 Tc 0.0146 Tw 12.0719 0 Td [(an)-4(ov)-4(, )6(N.V.; Hu)-4(ang)-4(,)-3( )6(D.; Tan)-4(,)-3( )6(B.; Zh)-4(ang)-4(,)-3( P.; )6(Kn)-4(yazikh)-4(in, Y.; Myn)-4(en)-4(i)1(,R.B. An)-4(alysis )]TJ 0.0017 Tc 0.1914 Tw -12.0719 -1.1497 Td [(of Gl)10(obal)4( M)5(O)5(DIS Lea)8(f)-1( A)5(r)-1(e)8(a)2( Inde)8(x an)5(d F)7(r)-1(act)4(i)4(on )6(Abs)8(o)5(r)5(b)-1(ed P)7(A)-1(R)4( Ti)4(m)7(e)2( Seri)4(es Dat)4(a)2( fr)5(om)13( February)11( 20)5(00 t)4(o)-1( )]TJ 0.0002 Tc 0.0013 Tw 0 -1.1437 TD [(Decem)12(ber 2003. )]TJ /TT62 1 Tf 0.0016 Tc -0.0001 Tw 6.8443 0 Td [(J.)6( Ge)8(oph)7(y)-1(s)8(.)6( Res)]TJ /TT60 1 Tf -0.0038 Tc -0.0007 Tw 6.7665 0 Td [(.,)-5( 2)-7(004)-7(.)-5( )]TJ 0 g ET /GS41 gs BT /T1_20 9 Tf 0 Tc 0 Tw 1 0 0 1 289.994 28.8 Tm (260)Tj ET endstream endobj 364 0 obj 5937 endobj 365 0 obj << /Length 366 0 R >> stream /CS42 cs 0 0 0 sc 1 i /RelativeColorimetric ri /GS42 gs BT /TT63 1 Tf -0.0007 Tc 0.0381 Tw 10.02 0 0 10.02 78.9852 706.3644 Tm [(Myn)-4(en)-4(i)2(, R.B.; )6(Hoffm)11(an)-4(, S.; )6(Kn)-4(yazikh)-4(in, Y.; Priv)-4(ette, J.L.)5(; Glassy, J.; Tian)-4(, Y.; )6(W)-9(a)6(n)-4(g)2(, )6(Y.; Song)-4(, )6(X.; Zh)-4(an)-4(g, Y.; )]TJ 0.0015 Tc 0.0659 Tw 0 -1.1497 TD [(Sm)7(i)4(t)4(h)-1(, G.R)4(.;)4( Lot)4(s)1(ch)5(, A.;)4( Fri)4(e)8(dl)4(, M)4(.;)4( M)4(o)-1(ri)4(se)8(t)4(t)4(e)2(, J.T.;)4( Vot)4(a)2(v)5(a)2(, P.;)4( Nem)13(a)2(ni)4(, R)4(.R)4(.;)4( R)4(unni)10(n)5(g)-1(, S.)6(W. )6(Gl)4(o)5(b)-1(al)4( pro)5(d)5(u)-1(ct)4(s)7( )]TJ 0.002 Tc 0.0115 Tw 0 -1.1497 TD [(of)6( ve)9(get)4(a)3(t)4(i)4(o)-1(n)5( l)4(eaf are)9(a)3( a)9(n)-1(d)5( f)6(r)6(act)4(i)4(on a)9(b)-1(s)8(o)-1(r)6(b)-1(e)9(d)-1( P)7(AR)4( )6(fr)6(om)13( y)5(e)-3(ar )6(one)9( o)5(f M)11(O)6(DIS)7( )6(dat)4(a)]TJ /TT64 1 Tf 0 Tc 0 Tw 32.4371 0 Td ( )Tj /TT65 1 Tf 0.0003 Tc 0.0132 Tw 0.2635 0 Td [(Rem)7(o)-3(te)7( Sensin)6(g E)9(nviron)]TJ /TT64 1 Tf 0 Tc 0 Tw 10.5629 0 Td (.)Tj /TT63 1 Tf -0.0038 Tc 0.0173 Tw 0.2515 0 Td [(, 91)-7(,)7( )]TJ -0.0026 Tc -0.0019 Tw -43.515 -1.1437 Td [(1)-6(14-)-5(127)-6(, 20)-6(02)-6(. )-6( )]TJ 0.0014 Tc 0.0121 Tw 0 -1.7485 TD [(M)4(y)4(neni)4(, )-6(R)4(.;)4( K)5(n)-2(y)4(azi)4(khi)10(n, Y.;)4( Gl)4(assy)4(, )-6(J.;)4( Vot)10(a)2(va, P.;)4( )-6(S)7(h)]TJ 0.0012 Tc 0.0123 Tw [(aba)8(n)-2(o)4(v)-2(, N.)6( )-6(Use)8(r)-1(')8(s)1( )-6(Gui)10(d)-2(e )-6(FP)7(AR, LAI \(ES)7(D)-1(T: M)4(O)-1(D)5(1)-2(5)4(A)5(2\))11( )]TJ -0.0019 Tc 0.0034 Tw 0 -1.1497 TD [(8)-5(-)2(d)-5(a)-1(y Co)-5(m)10(p)-5(o)-5(s)-2(i)7(t)1(e N)-4(A)2(SA MOD)-4(I)-4(S Lan)-5(d)1( A)-4(l)7(go)-5(r)-4(ith)-5(m)10(.)-3( p)-5(.)3( 1-)-4(17. 200)-5(3. )]TJ -0.0007 Tc 0.0022 Tw 0 -1.7425 TD (Rizzi, R. )Tj /TT65 1 Tf 0.0003 Tc 0.0012 Tw 3.7725 0 Td [(Geotecnologias em um sistema de estimati)9(va da produ\347)7(\343o de)7( soja)]TJ /TT63 1 Tf 0.0017 Tc -0.0002 Tw 27.7485 0 Td [(:)4( est)4(u)-1(d)5(o)-1( d)5(e)2( caso no R)4(i)4(o )6(Gra)8(n)5(de do)11( )]TJ -0.001 Tc 0.0684 Tw -31.521 -1.1497 Td [(Su)-4(l. 200)-4(4-0)-4(4)2(-30)-4(.)-2( \(INPE--TDI/\). Tese )1(\(Dou)-4(t)7(o)-4(rado)-4( em Sen)-4(s)5(o)-4(r)-3(iam)10(en)-4(t)1(o)-4( Rem)10(o)-4(to)-4(\) - In)-4(stituto)-4( Nacion)-4(al d)-4(e)6( Pesqu)-4(i)1(sas )]TJ -0.0001 Tc -0.0044 Tw 0 -1.1497 TD [(Espaciais, S\343o Jos\351 dos )-6(Cam)11(pos. 2004. )]TJ -0.0013 Tc 0.0926 Tw 0 -1.7425 TD [(Tan)-4(,)-3( )-6(B.; Hu)-4(ang)-4(,)-3( D.; )-6(Hu)-4(, J.; Yang)-4(, W.; )-6(Zh)-4(an)-4(g, )]TJ 0.0014 Tc 0.0959 Tw 19.3413 0 Td [(P.;)4( S)7(h)-2(a)8(b)-2(an)4(ov)4(, N)5(.V)5(.;)4( K)5(n)-2(y)4(azi)4(khi)4(n)4(, Y)5(.;)4( M)4(y)4(neni)4(, R)4(.B)4(.)]TJ /TT65 1 Tf 0 Tc 0 Tw 20.9162 0 Td ( )Tj /TT63 1 Tf -0.0019 Tc 0.0992 Tw 0.3413 0 Td [(An)-5(alysis o)-5(f)8( )]TJ 0.0013 Tc 0.1798 Tw -40.5988 -1.1497 Td [(M)4(O)-1(D)5(I)-1(S Leaf )6(Area I)5(n)4(dex R)10(e)2(t)4(r)-1(i)4(e)2(val)4(s)1( o)4(v)-2(er )6(B)4(r)-1(oa)8(dl)4(eaf C)4(r)5(o)4(p)-2(s as a Fu)4(nct)4(i)4(on )6(of M)4(o)4(del)4( )6(and )6(In)4(p)4(u)-2(t)4( Unc)8(e)2(rt)4(ai)4(nt)4(i)4(e)2(s. )]TJ /TT65 1 Tf 0 Tc -0.0045 Tw 0 -1.1497 TD [(Photogr)7(a)-3(mme)7(tric )-6(Enginee)7(r)1(ing an)5(d Remote )-6(Sensin)5(g)]TJ /TT63 1 Tf -0.0024 Tc 0.0039 Tw 21.9042 0 Td [(. Submit)-6(ted)-5( fo)-5(r)-5( )6(pub)-5(licatio)-5(n)-5(.)-4( )6(2)-5(004)-5(. )]TJ 0.0003 Tc 0.1449 Tw -21.9042 -1.7425 Td [(Wan)3(g)-3(, )6(Y.; Tia)7(n)-3(, )6(Y.; Zha)7(n)3(g, )6(Y.; El-Sale)7(o)-3(u)3(s)6(, N.; )6(Kny)3(azik)3(h)]TJ 0.0018 Tc 0.1434 Tw 24.1198 0 Td [(i)4(n)-1(, )6(Y.;)4( )6(Verm)7(ot)4(e, E.;)4( M)5(y)5(ne)9(ni)4(, R)4(.B)4(. I)6(n)5(vest)10(i)4(g)-1(at)4(i)4(on )6(of)6( )]TJ -0.0001 Tc 0.2531 Tw -24.1198 -1.1497 Td [(product accuracy as a func)7(tion of )]TJ -0.0005 Tc 0.2535 Tw 15.0539 0 Td [(input and m)11(odel uncertainties: Ca)-6(se)]TJ -0.0002 Tc 0.2532 Tw [( study with Sea)7(W)-9(iFS and MODIS)11( )]TJ 0.001 Tc -0.0055 Tw -15.0538 -1.1497 Td [(LAI/F)6(PAR Al)9(go)4(rithm)12(. )]TJ /TT65 1 Tf 0.0004 Tc 0.0011 Tw 9.3413 0 Td [(Rem)7(o)-3(te)7( Sensin)6(g E)9(nviron)]TJ /TT63 1 Tf -0.0019 Tc 0.0034 Tw 10.5389 0 Td [(., 78)-5(, 296)-5(-31)-5(1)1(, )6(2)-5(001)-5(. )]TJ 0.0016 Tc -0.0001 Tw -19.8802 -1.7425 Td [(Wan)5(g)-1(, )6(Y.;)4( )6(Wo)11(odc)8(oc)8(k, C)4(.E)8(.;)4( )6(B)4(u)-1(erm)13(a)2(nn, )6(W.;)10( St)4(enbe)8(r)5(g)-1(, P)7(.;)4( Voi)10(p)-1(i)4(o)-1(, )6(P.;)4( Sm)13(ol)4(an)5(der)5(, H)5(.;)4( H)5(a)14(\250)-25(m)13(e, )6(T.;)4( Ti)4(an)5(,)6( Y.;)4( H)5(u)-1(, )6(J.; )]TJ 0.0013 Tc 0.102 Tw 0 -1.1497 TD [(Kny)4(azi)4(k)4(h)-2(i)4(n)4(, Y)5(.;)4( M)4(y)4(neni)4(, R)4(.B)4(. Eval)4(uat)4(i)4(o)4(n )6(of t)4(h)-2(e M)4(O)5(D)5(I)-1(S)7( LAI al)4(g)4(o)-2(ri)4(t)4(h)4(m)7( at a coni)4(fer)5(ous )6(fo)4(rest)4( si)4(t)4(e)2( i)4(n)-2( Fi)4(nl)4(an)4(d.)]TJ /TT64 1 Tf 0 Tc 0 Tw 45.2635 0 Td ( )Tj /TT65 1 Tf 0.0004 Tc -0.0049 Tw -45.2635 -1.1497 Td [(Rem)7(o)-3(te Sensi)9(ng )-6(En)6(vir)7(o)-3(n)]TJ /TT63 1 Tf -0.0017 Tc -0.0028 Tw 10.5389 0 Td [(., 91)-5(, 11)-5(4-1)-5(2)1(7)-5(,)3( )-6(200)-5(4. )-6( )]TJ -0.0001 Tc 0.0136 Tw -10.5389 -1.7425 Td [(Yang, )6(W.; Stroeve, J.C.; Shab)]TJ -0.0011 Tc 0.0146 Tw [(an)-4(ov)-4(, )6(N.V.; Hu)-4(ang)-4(,)-3( )6(D.; Tan)-4(,)-3( )6(B.; Zh)-4(ang)-4(,)-3( P.; )6(Kn)-4(yazikh)-4(in, Y.; Myn)-4(en)-4(i)1(,R.B. An)-4(alysis )]TJ 0.0017 Tc 0.1914 Tw T* [(of Gl)10(obal)4( M)5(O)5(DIS Lea)8(f)-1( A)5(r)-1(e)8(a)2( Inde)8(x an)5(d F)7(r)-1(act)4(i)4(on )6(Abs)8(o)5(r)5(b)-1(ed P)7(A)-1(R)4( Ti)4(m)7(e)2( Seri)4(es Dat)4(a)2( fr)5(om)13( February)11( 20)5(00 t)4(o)-1( )]TJ 0.0002 Tc 0.0013 Tw 0 -1.1437 TD [(Decem)12(ber 2003. )]TJ /TT65 1 Tf 0.0016 Tc -0.0001 Tw 6.8443 0 Td [(J.)6( Ge)8(oph)7(y)-1(s)8(.)6( Res)]TJ /TT63 1 Tf -0.0038 Tc -0.0007 Tw 6.7665 0 Td [(.,)-5( 2)-7(004)-7(.)-5( )]TJ 0 g ET /GS43 gs BT /T1_21 9 Tf 0 Tc 0 Tw 1 0 0 1 289.994 28.8 Tm (260)Tj ET endstream endobj 366 0 obj 5839 endobj 367 0 obj << /Length 368 0 R >> stream /CS44 cs 0 0 0 sc 1 i /RelativeColorimetric ri /GS44 gs BT /TT66 1 Tf -0.0007 Tc 0.0381 Tw 10.02 0 0 10.02 80.5981 737.8162 Tm [(Myn)-4(en)-4(i)2(, R.B.; )6(Hoffm)11(an)-4(, S.; )6(Kn)-4(yazikh)-4(in, Y.; Priv)-4(ette, J.L.)5(; Glassy, J.; Tian)-4(, Y.; )6(W)-9(a)6(n)-4(g)2(, )6(Y.; Song)-4(, )6(X.; Zh)-4(an)-4(g, Y.; )]TJ 0.0015 Tc 0.0659 Tw 0 -1.1497 TD [(Sm)7(i)4(t)4(h)-1(, G.R)4(.;)4( Lot)4(s)1(ch)5(, A.;)4( Fri)4(e)8(dl)4(, M)4(.;)4( M)4(o)-1(ri)4(se)8(t)4(t)4(e)2(, J.T.;)4( Vot)4(a)2(v)5(a)2(, P.;)4( Nem)13(a)2(ni)4(, R)4(.R)4(.;)4( R)4(unni)10(n)5(g)-1(, S.)6(W. )6(Gl)4(o)5(b)-1(al)4( pro)5(d)5(u)-1(ct)4(s)7( )]TJ 0.002 Tc 0.0115 Tw 0 -1.1497 TD [(of)6( ve)9(get)4(a)3(t)4(i)4(o)-1(n)5( l)4(eaf are)9(a)3( a)9(n)-1(d)5( f)6(r)6(act)4(i)4(on a)9(b)-1(s)8(o)-1(r)6(b)-1(e)9(d)-1( P)7(AR)4( )6(fr)6(om)13( y)5(e)-3(ar )6(one)9( o)5(f M)11(O)6(DIS)7( )6(dat)4(a)]TJ /TT67 1 Tf 0 Tc 0 Tw 32.4371 0 Td ( )Tj /TT68 1 Tf 0.0003 Tc 0.0132 Tw 0.2635 0 Td [(Rem)7(o)-3(te)7( Sensin)6(g E)9(nviron)]TJ /TT67 1 Tf 0 Tc 0 Tw 10.5629 0 Td (.)Tj /TT66 1 Tf -0.0038 Tc 0.0173 Tw 0.2515 0 Td [(, 91)-7(,)7( )]TJ -0.0026 Tc -0.0019 Tw -43.515 -1.1437 Td [(1)-6(14-)-5(127)-6(, 20)-6(02)-6(. )-6( )]TJ 0.0014 Tc 0.0121 Tw 0 -1.7485 TD [(M)4(y)4(neni)4(, )-6(R)4(.;)4( K)5(n)-2(y)4(azi)4(khi)10(n, Y.;)4( Gl)4(assy)4(, )-6(J.;)4( Vot)10(a)2(va, P.;)4( )-6(S)7(h)]TJ 0.0012 Tc 0.0123 Tw [(aba)8(n)-2(o)4(v)-2(, N.)6( )-6(Use)8(r)-1(')8(s)1( )-6(Gui)10(d)-2(e )-6(FP)7(AR, LAI \(ES)7(D)-1(T: M)4(O)-1(D)5(1)-2(5)4(A)5(2\))11( )]TJ -0.0019 Tc 0.0034 Tw 0 -1.1497 TD [(8)-5(-)2(d)-5(a)-1(y Co)-5(m)10(p)-5(o)-5(s)-2(i)7(t)1(e N)-4(A)2(SA MOD)-4(I)-4(S Lan)-5(d)1( A)-4(l)7(go)-5(r)-4(ith)-5(m)10(.)-3( p)-5(.)3( 1-)-4(17. 200)-5(3. )]TJ -0.0007 Tc 0.0022 Tw 0 -1.7425 TD (Rizzi, R. )Tj /TT68 1 Tf 0.0003 Tc 0.0012 Tw 3.7725 0 Td [(Geotecnologias em um sistema de estimati)9(va da produ\347)7(\343o de)7( soja)]TJ /TT66 1 Tf 0.0017 Tc -0.0002 Tw 27.7485 0 Td [(:)4( est)4(u)-1(d)5(o)-1( d)5(e)2( caso no R)4(i)4(o )6(Gra)8(n)5(de do)11( )]TJ -0.001 Tc 0.0684 Tw -31.521 -1.1497 Td [(Su)-4(l. 200)-4(4-0)-4(4)2(-30)-4(.)-2( \(INPE--TDI/\). Tese )1(\(Dou)-4(t)7(o)-4(rado)-4( em Sen)-4(s)5(o)-4(r)-3(iam)10(en)-4(t)1(o)-4( Rem)10(o)-4(to)-4(\) - In)-4(stituto)-4( Nacion)-4(al d)-4(e)6( Pesqu)-4(i)1(sas )]TJ -0.0001 Tc -0.0044 Tw 0 -1.1497 TD [(Espaciais, S\343o Jos\351 dos )-6(Cam)11(pos. 2004. )]TJ -0.0013 Tc 0.0926 Tw 0 -1.7425 TD [(Tan)-4(,)-3( )-6(B.; Hu)-4(ang)-4(,)-3( D.; )-6(Hu)-4(, J.; Yang)-4(, W.; )-6(Zh)-4(an)-4(g, )]TJ 0.0014 Tc 0.0959 Tw 19.3413 0 Td [(P.;)4( S)7(h)-2(a)8(b)-2(an)4(ov)4(, N)5(.V)5(.;)4( K)5(n)-2(y)4(azi)4(khi)4(n)4(, Y)5(.;)4( M)4(y)4(neni)4(, R)4(.B)4(.)]TJ /TT68 1 Tf 0 Tc 0 Tw 20.9162 0 Td ( )Tj /TT66 1 Tf -0.0019 Tc 0.0992 Tw 0.3413 0 Td [(An)-5(alysis o)-5(f)8( )]TJ 0.0013 Tc 0.1798 Tw -40.5988 -1.1497 Td [(M)4(O)-1(D)5(I)-1(S Leaf )6(Area I)5(n)4(dex R)10(e)2(t)4(r)-1(i)4(e)2(val)4(s)1( o)4(v)-2(er )6(B)4(r)-1(oa)8(dl)4(eaf C)4(r)5(o)4(p)-2(s as a Fu)4(nct)4(i)4(on )6(of M)4(o)4(del)4( )6(and )6(In)4(p)4(u)-2(t)4( Unc)8(e)2(rt)4(ai)4(nt)4(i)4(e)2(s. )]TJ /TT68 1 Tf 0 Tc -0.0045 Tw 0 -1.1497 TD [(Photogr)7(a)-3(mme)7(tric )-6(Enginee)7(r)1(ing an)5(d Remote )-6(Sensin)5(g)]TJ /TT66 1 Tf -0.0024 Tc 0.0039 Tw 21.9042 0 Td [(. Submit)-6(ted)-5( fo)-5(r)-5( )6(pub)-5(licatio)-5(n)-5(.)-4( )6(2)-5(004)-5(. )]TJ 0.0003 Tc 0.1449 Tw -21.9042 -1.7425 Td [(Wan)3(g)-3(, )6(Y.; Tia)7(n)-3(, )6(Y.; Zha)7(n)3(g, )6(Y.; El-Sale)7(o)-3(u)3(s)6(, N.; )6(Kny)3(azik)3(h)]TJ 0.0018 Tc 0.1434 Tw 24.1198 0 Td [(i)4(n)-1(, )6(Y.;)4( )6(Verm)7(ot)4(e, E.;)4( M)5(y)5(ne)9(ni)4(, R)4(.B)4(. 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An)-4(alysis )]TJ 0.0017 Tc 0.1914 Tw T* [(of Gl)10(obal)4( M)5(O)5(DIS Lea)8(f)-1( A)5(r)-1(e)8(a)2( Inde)8(x an)5(d F)7(r)-1(act)4(i)4(on )6(Abs)8(o)5(r)5(b)-1(ed P)7(A)-1(R)4( Ti)4(m)7(e)2( Seri)4(es Dat)4(a)2( fr)5(om)13( February)11( 20)5(00 t)4(o)-1( )]TJ 0.0002 Tc 0.0013 Tw 0 -1.1437 TD [(Decem)12(ber 2003. )]TJ /TT68 1 Tf 0.0016 Tc -0.0001 Tw 6.8443 0 Td [(J.)6( Ge)8(oph)7(y)-1(s)8(.)6( Res)]TJ /TT66 1 Tf -0.0038 Tc -0.0007 Tw 6.7665 0 Td [(.,)-5( 2)-7(004)-7(.)-5( )]TJ 0 g ET /GS45 gs BT /T1_22 9 Tf 0 Tc 0 Tw 1 0 0 1 289.994 28.8 Tm (260)Tj ET endstream endobj 368 0 obj 5839 endobj 369 0 obj << /Length 370 0 R >> stream /CS46 cs 0 0 0 sc 1 i /RelativeColorimetric ri /GS46 gs BT /TT69 1 Tf -0.0007 Tc 0.0381 Tw 10.02 0 0 10.02 78.1787 737.8162 Tm [(Myn)-4(en)-4(i)2(, R.B.; )6(Hoffm)11(an)-4(, S.; )6(Kn)-4(yazikh)-4(in, Y.; Priv)-4(ette, J.L.)5(; Glassy, J.; Tian)-4(, Y.; )6(W)-9(a)6(n)-4(g)2(, )6(Y.; Song)-4(, )6(X.; Zh)-4(an)-4(g, Y.; )]TJ 0.0015 Tc 0.0659 Tw 0 -1.1497 TD [(Sm)7(i)4(t)4(h)-1(, G.R)4(.;)4( Lot)4(s)1(ch)5(, A.;)4( Fri)4(e)8(dl)4(, M)4(.;)4( M)4(o)-1(ri)4(se)8(t)4(t)4(e)2(, J.T.;)4( Vot)4(a)2(v)5(a)2(, P.;)4( Nem)13(a)2(ni)4(, R)4(.R)4(.;)4( R)4(unni)10(n)5(g)-1(, S.)6(W. )6(Gl)4(o)5(b)-1(al)4( pro)5(d)5(u)-1(ct)4(s)7( )]TJ 0.002 Tc 0.0115 Tw 0 -1.1497 TD [(of)6( ve)9(get)4(a)3(t)4(i)4(o)-1(n)5( l)4(eaf are)9(a)3( a)9(n)-1(d)5( f)6(r)6(act)4(i)4(on a)9(b)-1(s)8(o)-1(r)6(b)-1(e)9(d)-1( P)7(AR)4( )6(fr)6(om)13( y)5(e)-3(ar )6(one)9( o)5(f M)11(O)6(DIS)7( )6(dat)4(a)]TJ /TT70 1 Tf 0 Tc 0 Tw 32.4371 0 Td ( )Tj /TT71 1 Tf 0.0003 Tc 0.0132 Tw 0.2635 0 Td [(Rem)7(o)-3(te)7( Sensin)6(g E)9(nviron)]TJ /TT70 1 Tf 0 Tc 0 Tw 10.5629 0 Td (.)Tj /TT69 1 Tf -0.0038 Tc 0.0173 Tw 0.2515 0 Td [(, 91)-7(,)7( )]TJ -0.0026 Tc -0.0019 Tw -43.515 -1.1437 Td [(1)-6(14-)-5(127)-6(, 20)-6(02)-6(. )-6( )]TJ 0.0014 Tc 0.0121 Tw 0 -1.7485 TD [(M)4(y)4(neni)4(, )-6(R)4(.;)4( K)5(n)-2(y)4(azi)4(khi)10(n, Y.;)4( Gl)4(assy)4(, )-6(J.;)4( Vot)10(a)2(va, P.;)4( )-6(S)7(h)]TJ 0.0012 Tc 0.0123 Tw [(aba)8(n)-2(o)4(v)-2(, N.)6( )-6(Use)8(r)-1(')8(s)1( )-6(Gui)10(d)-2(e )-6(FP)7(AR, LAI \(ES)7(D)-1(T: M)4(O)-1(D)5(1)-2(5)4(A)5(2\))11( )]TJ -0.0019 Tc 0.0034 Tw 0 -1.1497 TD [(8)-5(-)2(d)-5(a)-1(y Co)-5(m)10(p)-5(o)-5(s)-2(i)7(t)1(e N)-4(A)2(SA MOD)-4(I)-4(S Lan)-5(d)1( A)-4(l)7(go)-5(r)-4(ith)-5(m)10(.)-3( p)-5(.)3( 1-)-4(17. 200)-5(3. )]TJ -0.0007 Tc 0.0022 Tw 0 -1.7425 TD (Rizzi, R. )Tj /TT71 1 Tf 0.0003 Tc 0.0012 Tw 3.7725 0 Td [(Geotecnologias em um sistema de estimati)9(va da produ\347)7(\343o de)7( soja)]TJ /TT69 1 Tf 0.0017 Tc -0.0002 Tw 27.7485 0 Td [(:)4( est)4(u)-1(d)5(o)-1( d)5(e)2( caso no R)4(i)4(o )6(Gra)8(n)5(de do)11( )]TJ -0.001 Tc 0.0684 Tw -31.521 -1.1497 Td [(Su)-4(l. 200)-4(4-0)-4(4)2(-30)-4(.)-2( \(INPE--TDI/\). 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