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Essas t\351cnicas t\352m)9( com)9(o)1( obje)]TJ 0.0006 Tc 0.1344 Tw 19.645 0 Td [(tivo a extra\347\343o da inform)8(a\347\343o espe)-6(ctral dos )]TJ 0.4293 Tw -19.645 -1.15 Td [(alvos con)6(t)-1(ida nas im)9(agens e o)6( entendim)9(ento de)]TJ 0.0005 Tc 0.427 Tw 21.81 0 Td [(stas rela\347\365es es)5(pectrais po)6(ssibilita a)4( )]TJ 0.0004 Tc 0.0246 Tw -21.81 -1.15 Td [(identifica\347\343o de padr\365es)5( com)8(portamentais da inte)]TJ 0.0007 Tc 0.025 Tw 19.93 0 Td [(ra\347\343o do o)6(b)1(jeto com)9( a energia. Desta form)9(a, )]TJ 0.0005 Tc 0.0038 Tw -19.93 -1.15 Td (\351 poss\355vel analisar o uso e cobertura da terra )Tj 0.0009 Tc 0.0048 Tw 18.015 0 Td [(\(W)10(alker e Homm)9(a, 1996\), m)9(apear \(Lenney et al., )]TJ 0.0002 Tc -0.0002 Tw -18.015 -1.15 Td (2001\) e caracterizar a veget)Tj -0.0012 Tw 11.05 0 Td [(a\347\343o \(Ravan et al., 1)5(995\). )]TJ /TT1 1 Tf -0.0001 Tc 0.0001 Tw -11.05 -2.16 Td (2. Objetivo )Tj /TT0 1 Tf 0.0005 Tc 0.2245 Tw 0 -1.64 TD [(O objetivo deste trabalho \351 caracterizar a res)5(pos)]TJ 0.0008 Tc 0.2242 Tw 20.78 0 Td [(ta espectral da vegeta\347\343o em)9( rela\347\343o \340s)5( )]TJ 0 Tc 0.2485 Tw -20.78 -1.15 Td (bandas do Landsat 7 ETM+, aos valores de )Tj 0.25 Tw 19.525 0 Td (NDVI \(\315ndice de Vegeta\347\343o por Diferen\347a )Tj 0.0008 Tc 0.0092 Tw -19.525 -1.15 Td [(Nor)-6(m)9(alizad)6(a\) e ainda verificar a rela\347\343o entre os )]TJ 0.0006 Tc 0.0094 Tw 19.805 0 Td [(valores de N)8(DVI e os valores de reflect\342ncia )]TJ -0.0001 Tc -0.0005 Tw -19.805 -1.15 Td (da vegeta\347\343o nas bandas do Landsat 7 ETM+ ten)Tj 0.0003 Tc -0.0003 Tw 19.61 0 Td [(do a videografia com)8(o verifica\347\343o terrestre. )]TJ /TT1 1 Tf 0.0002 Tc -0.001 Tw -19.61 -2.16 Td [(3. \315ndice de vegeta\347\343o por diferen)6(\347a normalizada )]TJ /TT0 1 Tf 0.0007 Tc 0.0993 Tw T* [(Um)9( dos \355ndices m)9(ais difundidos para derivar IA)]TJ 0.0002 Tc 0.0998 Tw 19.955 0 Td [(F e outros par\342m)8(e)-1(tros biof\355sicos a partir de )]TJ 0.2748 Tw -19.955 -1.15 Td [(dados de sensoriam)8(e)-1(nto rem)8(oto \351 o NDVI \()-7(\223)]TJ 0.0005 Tc 0.2745 Tw 19.78 0 Td [(Norm)8(alized Difference Vegetation Index\224\) )]TJ 0.0002 Tc -0.001 Tw -19.78 -1.15 Td (\(Rouse et al., 1973\), que \351 expre)Tj 0.0001 Tc -0.0017 Tw 12.97 0 Td [(sso pela seguinte f\363r)-7(m)8(ula: )]TJ -0.0009 Tc 0.0009 Tw -9.425 -1.98 Td (NDVI =)Tj ET /CS0 CS 0 0 0 SC 0.499 w 10 M 1 j 1 J []0 d 160.32 102.68 m 218.58 102.68 l S BT /TT3 1 Tf 0 Tc 0 Tw 12 0 0 12 219.3 96.1404 Tm (!)Tj 0 -0.71 TD (")Tj 0 1.665 TD (#)Tj -5.34 -0.955 Td ($)Tj 0 -0.71 TD (%)Tj 0 1.665 TD (&)Tj 2.8 -1.44 Td (')Tj -0.165 1.41 Td (\()Tj /TT2 1 Tf 0.835 -1.41 Td (VM)Tj -2.435 0 Td (IVP)Tj 2.255 1.41 Td (VM)Tj -2.425 0 Td (IVP)Tj /TT0 1 Tf -0.22 -1.41 Td (\()Tj 4.255 1.41 Td (\))Tj -4.425 0 Td (\()Tj 22.245 Tc 5.445 -0.63 Td ( )Tj -0.0002 Tc -12.945 -2.17 Td (Onde, )Tj /TT1 1 Tf -0.0007 Tc 2.74 0 Td (IVP)Tj /TT0 1 Tf 0.0006 Tc 0.0752 Tw 1.72 0 Td [(: \351 o valor de reflect\342n)6(cia da )]TJ 0.0744 Tw 12.115 0 Td [(banda no infravermelho pr\363xim)8(o)1(; )]TJ /TT1 1 Tf -0.0022 Tc 0 Tw 14.025 0 Td (VM)Tj /TT0 1 Tf 0.0011 Tc 0.0739 Tw 1.665 0 Td (: \351 o valor de )Tj 0.0005 Tc -0.0025 Tw -32.265 -1.15 Td [(reflect\342ncia da banda no verm)8(elho. )]TJ 0 g ET /GS1 gs BT /T1_0 9 Tf 0 Tc 0 Tw 1 0 0 1 287.492 28.8 Tm (1407)Tj ET endstream endobj 162 0 obj 9430 endobj 163 0 obj << /Length 164 0 R >> stream /CS0 cs 0 0 0 sc 1 i /RelativeColorimetric ri /GS0 gs BT /TT0 1 Tf 19.1823 Tw 11.52 0 0 11.52 70.92 42.3203 Tm ( )Tj 0.0003 Tc 0.0547 Tw 12 0 0 12 90.78 731.7203 Tm [(O NDVI tem)8( sido utilizado no m)8(oni)-7(toram)8(e)-1(nto da)]TJ 0.0001 Tc 0.0541 Tw 20.075 0 Td [( vegeta\347\343o \(Huete et al.)5(, 1997a\) por ser )]TJ 0.0003 Tc 0.2047 Tw -21.73 -1.15 Td [(correlacionado com)8( par\342m)8(e)-1(tros biof\355sicos, com)8(o )]TJ 0.0002 Tc 0.2048 Tw 20.73 0 Td (\355ndice de \341rea foliar)Tj 0.0006 Tc 0.2031 Tw 8.58 0 Td [( \(IAF\) \(Ch)6(e)-1(n et al., )]TJ 0.0005 Tc 0.0445 Tw -29.31 -1.15 Td [(1996\) e biom)8(assa \(Huete, 1988\). No entanto, o \355ndice \351 insens\355vel ao aum)8(e)-1(nto de bi)-7(om)8(assa a )]TJ -0.0013 Tw 0 -1.15 TD [(partir de um)8( determ)8(inado est\341gio de desenvol)]TJ -0.0005 Tw 18.22 0 Td [(vimento \(satura e fica estabilizado m)8(e)-1(s)-5(m)3(o com)8( o )]TJ 0.0004 Tc 0.2826 Tw -18.22 -1.15 Td [(aum)8(e)-1(nto da densidade do dossel\) \(Sellers,198)]TJ -0.0006 Tc 0.2856 Tw 19.69 0 Td (9; Huete et al., 1997b\). Bernardes \(1996\) )Tj -0.0003 Tc 0.0653 Tw -19.69 -1.15 Td (observou que o NDVI s\363 respondeu as varia\347\365es de )Tj 0 Tc 0.065 Tw 21.475 0 Td (est\341dios sucessionais )Tj 0.0006 Tc 0.0644 Tw 8.79 0 Td (iniciais \(v)Tj -0.0002 Tc 0 Tw 4.035 0 Td (egeta\347\343o )Tj 0.0003 Tc 0.0387 Tw -34.3 -1.15 Td [(secund\341ria m)8(a)-1(is jovem)8(\))-7( saturando nos est\341dios )]TJ 0.0397 Tw 19.225 0 Td [(m)8(a)-1(is avan\347ados. Estudos dem)8(onstraram)8( que o )]TJ 0.0005 Tc 0.1395 Tw -19.225 -1.15 Td (NDVI exibe pequenas varia\347\365es em doss\351is co)Tj 19.565 0 Td [(m baixa reflect\342ncia no verm)8(elho apesar de )]TJ 0.0004 Tc -19.565 -1.15 Td (grandes varia\347\365es da reflect\342ncia no infrav)Tj 0.0005 Tc 17.84 0 Td [(erm)8(e)-1(lho pr\363xim)8(o)-4( \(Huete, 1997b\), dificultando a )]TJ -0.0001 Tc 0.0238 Tw -17.84 -1.15 Td (detec\347\343o de mudan\347as na cobert)Tj 0.0004 Tc 0.0208 Tw 12.98 0 Td [(ura vegetal, nos par\342m)8(e)-1(tros biof)]TJ 0.0005 Tc 0.0232 Tw 12.945 0 Td [(\355sicos e de produ\347\343o prim)8(\341ria )]TJ -0.0005 Tw -25.925 -1.15 Td [(de florestas com)8(o)1( a floresta Am)8(az\364nica. )]TJ /TT1 1 Tf 0 Tc 0 Tw 0 -2.16 TD (4. Videografia Aerotransportada )Tj /TT0 1 Tf 0.0006 Tc 0.2184 Tw 0 -1.64 TD [(A videografia aerotrans)5(portada \351 u)6(m)8(a t\351cnica )]TJ 0.0002 Tc 0.2198 Tw 19.75 0 Td [(de sensoriam)8(e)-1(nto re)-6(m)8(o)-5(to que disponibiliza )]TJ 0.0005 Tc 0.1545 Tw -19.75 -1.15 Td [(prontam)8(ente as im)8(agens possibilitando a an\341lis)]TJ 0.0006 Tc 0.1534 Tw 19.58 0 Td [(e im)8(ediata da inform)8(a\347\343o. Diversos estudos )]TJ 0.0008 Tc 0.0646 Tw -19.58 -1.15 Td [(dem)9(onstraram a utilidad)6(e destes sis)5(t)4(em)9(as e)-5(m)4( pr)-6(ojetos de mapeam)9(ento das condi\347\365)6(es do solo )]TJ 0.0005 Tc 0.2886 Tw 0 -1.15 TD [(\(Everitt et al, 1989\), agricu)6(ltura \(W)9(iegand et)]TJ 0.2895 Tw 19.575 0 Td ( al., 1994\) e na avalia\347\343o do impacto de )Tj 0.0002 Tc 0.1623 Tw -19.575 -1.15 Td (cat\341strofes naturais, reduzindo )Tj 0.0001 Tc 0.1649 Tw 12.935 0 Td [(a necessidade de verifica\347\343o em)8( ca)-6(m)8(p)-5(o, principalm)8(ente e)-6(m)3( )]TJ 0.0002 Tc -0.0022 Tw -12.935 -1.15 Td (\341reas inacess\355veis \(Doyle et al., 199)Tj 0.0001 Tc -0.0013 Tw 14.295 0 Td (4; Jacobs e Eggen-McIntosh, 1993\). )Tj /TT1 1 Tf 0.0003 Tc -0.0003 Tw -14.295 -2.16 Td [(5. Localiz)9(a\347)-6(\343o da \341rea de estudo )]TJ /TT0 1 Tf 0.0002 Tc 0.1298 Tw 0 -1.64 TD (A \341rea de estudo est\341 localizada entre os paralelos 5)Tj 0 Tc 0 Tw 7.98 0 0 7.98 334.62 439.0403 Tm (o)Tj 0.0004 Tc 0.1296 Tw 12 0 0 12 338.64 433.5203 Tm ( 30`20` e 6)Tj 0 Tc 0 Tw 7.98 0 0 7.98 395.64 439.0403 Tm (o)Tj 0.0005 Tc 0.1285 Tw 12 0 0 12 399.66 433.5203 Tm ( 02`59`` latitude sul e os )Tj 0.0008 Tc -0.0008 Tw -27.395 -1.15 Td [(m)9(eridianos 48)]TJ 0 Tc 0 Tw 7.98 0 0 7.98 139.26 425.2403 Tm (o)Tj 0.0008 Tc -0.0024 Tw 12 0 0 12 143.28 419.7203 Tm ( 54`25`` e 49)Tj 0 Tc 0 Tw 7.98 0 0 7.98 205.62 425.2403 Tm (o)Tj 0.0005 Tc -0.0005 Tw 12 0 0 12 209.64 419.7203 Tm [( 17`46`` longitude oeste, no m)8(u)1(nic\355pio de Marab\341, estado do Par\341 )]TJ 0.0008 Tc -0.0018 Tw -11.56 -1.15 Td [(e com)9(p)1(reende a an\341lise de am)9(ostras )]TJ 0.0002 Tc -0.0002 Tw 14.55 0 Td [(do sobrev\364o realizado nesse m)8(unic\355pio. )]TJ /TT1 1 Tf -14.55 -2.16 Td (6. Metodologia )Tj -0.0001 Tc -0.0009 Tw 0 -2.65 TD (6.1 Processamento da Videografia Aerotransportada )Tj /TT0 1 Tf 0.0001 Tc 0.0949 Tw 0 -1.64 TD (O sobrev\364o foi realizado no dia 5 de junho de )Tj 0.0004 Tc 0.0938 Tw 19.5 0 Td [(1999 com)8( um sistem)8(a de aquisi\347\343o de v\355deo )]TJ 0.0001 Tc 0.4349 Tw -19.5 -1.15 Td [(com)8( duas c\342m)8(eras digitais \(Sony DVX-10)]TJ -0.0001 Tc 0.4342 Tw 19.08 0 Td [(00 e Sony CCD-TR5)-5(00 Hi 8\) orientadas )]TJ 0.0003 Tc 0.0557 Tw -19.08 -1.15 Td [(verticalm)8(e)-1(nte \(um)8(a)-1( no modo de vi)]TJ 0.0008 Tc 0.0537 Tw 14.02 0 Td [(sada larga e a outra no zoom)9(\). O sistem)9(a inclu\355a ainda um )]TJ 0.0009 Tc 0.2198 Tw -14.02 -1.15 Td [(laser alt\355m)9(e)-5(tro \(904nm)9(\), GPS e um sistem)9(a de )]TJ 0.0005 Tc 0.2195 Tw 20.465 0 Td [(refer\352ncia de atitude \(AHRS-attitude and)6( )]TJ 0.0003 Tc 0.3113 Tw -20.465 -1.15 Td [(heading reference system)8(\), que m)8(e)-1(dia)-6(m)8( a di)]TJ 0.0008 Tc 0.3075 Tw 19.495 0 Td [(st\342n)6(cia da aeronave ao)]TJ 0.3092 Tw 9.955 0 Td [( solo ou)6( dossel d)6(a)5( )]TJ -0.0001 Tc 0.6081 Tw -29.45 -1.15 Td (vegeta\347\343o, as coordenadas e as inclina\347\365es)Tj 0.0004 Tc 0.6079 Tw 20.14 0 Td ( laterais e longitudi)Tj 0.0001 Tc 0.6099 Tw 9.52 0 Td (nais da aeronave, )Tj 0.0004 Tc -0.0016 Tw -29.66 -1.15 Td [(respectivam)8(ente \(Hess et al, 2002\). )]TJ 0.1197 Tw 1.655 -1.15 Td [(O processam)8(e)-1(nto da vi)-7(deografia foi adaptado )]TJ 19.11 0 Td (de Thales \(1999\). Os dados auxiliares da )Tj 0.0288 Tw -20.765 -1.15 Td (aeronave \(referentes aos dados do GPS, de inc)Tj 0.0008 Tc 0.0292 Tw 18.77 0 Td [(lina\347\343o da aeronave e ao laser alt\355m)9(etro\) foram )]TJ 0.0004 Tc 0.1346 Tw -18.77 -1.15 Td [(interpolados pelo program)8(a)-6( FlightData.exe \(H)]TJ 0.0001 Tc 0.1349 Tw 19.02 0 Td (ess et al., 2002\), possibilitando a sele\347\343o e o )Tj 0.0003 Tc 0.1689 Tw -19.02 -1.15 Td [(regis)5(t)-2(ro das)5( cenas. Quarenta e quatro cenas)5( de )]TJ 0.1676 Tw 20.04 0 Td [(visada larga \(com)8( inclina\347\365es da aeronave )]TJ 0.0002 Tc 0.1739 Tw -20.04 -1.145 Td [(entre \2265 e +5 graus\) foram)8( capturadas )]TJ -0.0001 Tc 0.1751 Tw 16.64 0 Td [(pelo program)8(a Sony DV Application/DVBK-2000, )]TJ 0.0001 Tc 0.0934 Tw -16.64 -1.15 Td (1.00, sendo 7 de Pasto, 7 de Flores)Tj 0.0943 Tw 14.545 0 Td [(ta Secund\341ria, 9 de F)6(l)-2(oresta Inundada, 13 de F)6(l)3(oresta de )]TJ 0.0007 Tc 0.0343 Tw -14.545 -1.15 Td [(Terra Firm)9(e e 8 de Flo)6(r)4(esta com)9( Baba\347u.)]TJ 0 0 1 sc 0 Tc 0 Tw 16.62 0 Td ( )Tj 0 0 0 sc 0.0004 Tc 0.0346 Tw 0.285 0 Td [(O registro das cen)5(as foi feito)]TJ -0.0006 Tc 0.0356 Tw 11.7 0 Td ( a partir de c\341lculos de )Tj 0.0006 Tc -0.0016 Tw -28.605 -1.15 Td [(rota\347\343o e transla\347\343o p)6(a)-1(ra determ)8(inar as )]TJ 0.0004 Tc -0.0004 Tw 15.825 0 Td [(coorden)5(a)4(das de georeferenciam)8(ento. )]TJ /TT1 1 Tf 0.0002 Tc 0.1248 Tw -15.825 -2.16 Td [(6.2 Caracteriz)9(a\347\343o espectral da imagem Lands)]TJ 0.0003 Tc 0.1239 Tw 20.56 0 Td (at 7 em rela\347\343o \340 resposta espectral de )Tj 0.0001 Tc -0.0009 Tw -17.725 -1.15 Td [(cada banda)-5( e ao \355ndice de vegeta\347\343o )]TJ /TT0 1 Tf 0.0003 Tc 0.0447 Tw -2.835 -1.64 Td [(A im)8(age)-6(m)8( orbital utilizada foi proveniente do )]TJ 0.043 Tw 18.89 0 Td (sensor ETM+ do Landsat )Tj -0.0008 Tc 0.0449 Tw 10.57 0 Td (7 \(bandas 1 a 5 e 7\), )Tj 0.0005 Tc 0.0455 Tw -29.46 -1.15 Td (\363rbita ponto 223/64 do dia 29/07/19)Tj 0 Tc 0.046 Tw 14.655 0 Td [(99. O modelo 6S \(Ver)-7(mote et)]TJ 0.0005 Tc 0.0445 Tw 12.07 0 Td [( al.,19)6(97\) foi utilizado para )]TJ 0 g ET /GS1 gs BT /T1_0 9 Tf 0 Tc 0 Tw 1 0 0 1 287.492 28.8 Tm (1408)Tj ET endstream endobj 164 0 obj 8080 endobj 165 0 obj << /Length 166 0 R >> stream /CS0 cs 0 0 0 sc 1 i /RelativeColorimetric ri /GS0 gs BT /TT0 1 Tf 19.1823 Tw 11.52 0 0 11.52 70.92 42.3203 Tm ( )Tj 0.0009 Tc 0.0116 Tw 12 0 0 12 70.92 731.7203 Tm [(a atenu)6(a\347\343o dos efeitos atm)9(o)1(sf\351ricos \(m)9(odelo tro)6(p)]TJ 0.0012 Tc 0.0113 Tw 20.13 0 Td [(ical p)6(ara a atm)9(o)1(sfera e )]TJ 0.0005 Tc 0.0145 Tw 9.315 0 Td [(o continen)6(tal para os )]TJ -0.0003 Tc 0.234 Tw -29.445 -1.15 Td [(aeross\363is\). O NDVI fo)-5(i calcul)]TJ 0.0004 Tc 0.2329 Tw 12.9 0 Td [(ado pela Ferram)8(e)-1(nta \223Opera)]TJ 0.2347 Tw 11.995 0 Td [(\347\365es Aritm)8(\351)-6(ticas\224 no SPRING )]TJ -0.0004 Tw -24.895 -1.15 Td [(\(C\342m)8(ara, et al.,1996\) atrav\351s das bandas 3 )]TJ 0.0007 Tc -0.0019 Tw 17.165 0 Td [(\(verm)9(elho\) e 4 \(infraverm)9(elho pr\363xim)9(o)1(\). )]TJ 0.0001 Tc 0.0899 Tw -15.51 -1.15 Td [(Foram)8( criados 44 pol\355gonos am)8(ostrais de 4 x 3 )]TJ -0.0001 Tc 0.0901 Tw 19.77 0 Td [(pixels do E)6(T)1(M+ \(m)8(\351dia de 9 pixels por )]TJ 0.0001 Tc 0.0149 Tw -21.425 -1.15 Td (pol\355gono\) para cada cena de videografia, nos quais)Tj 0.0002 Tc 20.38 0 Td [( foram calculadas as m)8(\351)-1(dias de reflect\342ncia )]TJ -0.0001 Tc 0.0644 Tw -20.38 -1.15 Td [(de superf\355cie e do NDVI para cada fisionom)8(ia ve)]TJ 0.0001 Tc 0.0665 Tw 20.11 0 Td [(getal. Foram)8( feitas an\341)]TJ 0.0649 Tw 9.3 0 Td (lise de correla\347\343o de )Tj 0.0003 Tc 0.1734 Tw -29.41 -1.15 Td (Pearson nos grupos de vari\341vei)Tj 0.0002 Tc 0.1714 Tw 13.145 0 Td (s \(reflect\342ncia espectral na)Tj 0.0003 Tc 0.1738 Tw 11.15 0 Td (s bandas do Landsat 7 ETM+ e )Tj -0.0004 Tw -24.295 -1.15 Td [(NDVI\) e ANOVA entre classes \(fisionom)8(ias\). )]TJ /TT1 1 Tf 0.0002 Tc -0.0002 Tw 0 -2.16 TD (7. Resultados )Tj /TT0 1 Tf 0.0006 Tc 0.0644 Tw 0 -1.64 TD [(A videografia perm)8(itiu a identifica\347\343o de 5 ti)]TJ 0.0011 Tc 0.0639 Tw 18.49 0 Td [(pos de fisionom)9(ias de vegeta\347\343o pred)6(om)9(inante: )]TJ 0.0006 Tc 0.1206 Tw -18.49 -1.15 Td [(Florestas \(T)6(erra Firm)8(e, Inundada, S)7(ecund\341ria )]TJ 0.1193 Tw 19.015 0 Td [(e com)9( Baba\347u\) e o Past)]TJ 0.0002 Tc 0.1198 Tw 9.96 0 Td [(o, possibilitando um)8(a)-6( )]TJ 0.0004 Tc 0.2129 Tw -28.975 -1.15 Td [(vis\343o detalh)5(ada da superf\355cie )]TJ 0.214 Tw 12.68 0 Td [(terres)5(t)3(re. Ela foi determ)8(inante na confirm)8(a\347\343o dos tipos d)5(e)-6( )]TJ 0.0007 Tc -0.001 Tw -12.68 -1.15 Td [(vegeta\347\343o encontrad)6(a n)6(a im)9(agem)9( Landsat 7 ET)7(M+ e na sele\347\343o das \341reas para as an)6(\341lis)5(es. )]TJ /TT1 1 Tf 0.0004 Tc -0.0004 Tw 0 -2.16 TD [(7.1 Caracteriz)9(a\347\343o espectral da vegeta\347\343o )]TJ 0 Tc 0 Tw 18.05 0 Td (atrav\351s das bandas do Landsat 7 ETM+ )Tj /TT0 1 Tf 0.0008 Tc 0.1842 Tw -18.05 -1.64 Td [(Todas as fisionom)9(ias apresentaram)9( um)9( com)9(p)1(or)]TJ 0.0001 Tc 0.1849 Tw 19.775 0 Td [(tam)8(e)-1(nto t\355pico de coberturas vegetais, com)8( )]TJ 0.0005 Tc 0.2786 Tw -19.775 -1.15 Td [(respostas baixas no vis\355vel e no infraverm)8(e)]TJ 0.0006 Tc 0.2794 Tw 18.9 0 Td [(lho m)8(\351)-1(dio e alta no infraverm)8(e)-1(lho pr\363xim)8(o)1( )]TJ 0 Tc 0 Tw -18.9 -1.15 Td (\()Tj /TT1 1 Tf 0.0002 Tc -0.0002 Tw 0.335 0 Td (Figura 1)Tj /TT0 1 Tf 0.001 Tc -0.006 Tw 3.64 0 Td (\). )Tj ET q 235.3984 0 0 293.34 180.06 178.8203 cm /Im0 Do Q BT /TT0 1 Tf 0 Tc 0 Tw 12 0 0 12 415.32 178.8203 Tm ( )Tj 0.0002 Tc -0.0002 Tw -26.195 -0.92 Td (Figura.1: Distribui\347\343o dos n\372m)Tj 0.0007 Tc -0.0003 Tw 12.495 0 Td [(eros digitais em)9( cada banda \(1 a 5 e 7\) em)9( todas as )]TJ 0.0005 Tc 0 Tw 3.505 -1.15 Td [(fisionom)8(ias. )]TJ 0.1495 Tw -16.85 -1.15 Td [(Nas bandas 1, 2 e 3 \(vis\355vel\) a fisionom)8(i)-2(a de)]TJ -0.0001 Tc 0.1501 Tw 19.135 0 Td [( pasto apresentou os m)8(a)-1(i)-7(ores ND \(maior )]TJ 0.0001 Tc 0.0199 Tw -20.79 -1.15 Td [(reflect\342ncia\). O Pasto possui um)8(a abund\342ncia de )]TJ 0.0004 Tc 0.0196 Tw 19.79 0 Td [(m)8(a)-1(terial n\343o fotossint\351ticam)8(ente ativo e um)8(a )]TJ 0.0005 Tc 0.0223 Tw -19.79 -1.15 Td [(m)8(e)-1(nor cobertura do solo que justifica esta respos)]TJ 0.0004 Tc 0.0246 Tw 19.695 0 Td [(ta elev)5(ada nessa faixa esp)5(ectral. A an)5(\341lis)5(e de )]TJ 0 Tc 0.2442 Tw -19.695 -1.15 Td [(vari\342ncia dos valores de ND de)-6(monstrou que o )]TJ -0.0007 Tc 0.2457 Tw 20.955 0 Td (Pasto se diferenciou )Tj -0.0009 Tc 0.2459 Tw 9.03 0 Td (de todas as outras )Tj 0.0006 Tc 0.4944 Tw -29.985 -1.15 Td [(fisionom)8(ias \()]TJ /TT1 1 Tf 0 Tc 0.495 Tw 5.745 0 Td (Tabela 1)Tj /TT0 1 Tf 0.0006 Tc 0.4944 Tw 4.19 0 Td [( Ap\352ndice\). As fisionom)8(i)-2(as de )]TJ 0.0004 Tc 0.4946 Tw 14.87 0 Td [(floresta \(terra firm)8(e,inundada, )]TJ 0.0005 Tc 0.1203 Tw -24.805 -1.15 Td [(secund\341ria e baba\347u\) por possu\355rem um)8(a m)8(a)-1(ior )]TJ 0.0003 Tc 0.1197 Tw 19.975 0 Td [(cobertura vegetal \(conseq\374entem)8(ente m)8(a)-1(ior )]TJ 0 g ET /GS1 gs BT /T1_0 9 Tf 0 Tc 0 Tw 1 0 0 1 287.492 28.8 Tm (1409)Tj ET endstream endobj 166 0 obj 4927 endobj 167 0 obj << /Length 168 0 R >> stream /CS0 cs 0 0 0 sc 1 i /RelativeColorimetric ri /GS0 gs BT /TT0 1 Tf 19.1823 Tw 11.52 0 0 11.52 70.92 42.3203 Tm ( )Tj 0.0004 Tc 0.0406 Tw 12 0 0 12 70.92 731.7203 Tm [(cobertura do solo\), apresentam)8( m)8(e)-1(nores refl)]TJ 0.0006 Tc 0.0394 Tw 17.81 0 Td [(ect\342ncias neste com)8(p)1(rim)8(e)-1(nto de onda. Embora os )]TJ 0.0494 Tw -17.81 -1.15 Td [(valores de ND destas fisionom)8(ias serem)8( muito bai)]TJ 20.44 0 Td [(xos e pr\363xim)8(os nestas bandas, a an\341lise de )]TJ 0 Tc 0.2937 Tw -20.44 -1.15 Td (vari\342ncia mostrou que a Flor)Tj -0.0003 Tc 0.2928 Tw 12.675 0 Td [(esta Secund\341ria \(a segunda m)8(a)]TJ 0 Tc 0.295 Tw 13.43 0 Td (ior resposta nessas bandas\) )Tj 0.0006 Tc 0.0444 Tw -26.105 -1.15 Td [(tam)8(b)1(\351)-6(m)8( se diferenciou das outras fisionom)8(ias \()]TJ /TT1 1 Tf 0 Tc 0.045 Tw 19.16 0 Td (Tabela 1)Tj /TT0 1 Tf 0.0002 Tc 0.0438 Tw 3.74 0 Td [( do Ap\352ndice\). A floresta secund\341ria)-6( )]TJ 0.0007 Tc 0.0343 Tw -22.9 -1.15 Td [(representa u)6(m)9(a \341rea em)9( recupera\347\343o onde a vege)]TJ 0.0008 Tc 19.815 0 Td [(ta\347\343o em)9( sucess\343o ap)6(resenta um)9( dossel m)9(ais )]TJ 0.0006 Tc 0.0494 Tw -19.815 -1.15 Td [(hom)8(og\352neo com)8( esp\351cies pioneiras e extrem)8(a)-6(m)8(e)-6(n)]TJ 0.0005 Tc 0.0486 Tw 20.275 0 Td [(te dependentes da alta lum)8(i)-2(nosidade \(o que )]TJ 0.0004 Tc 0.0174 Tw -20.275 -1.15 Td [(aum)8(e)-1(nta sua resposta na banda 4\), e dependendo )]TJ 0 Tc 0.0187 Tw 19.835 0 Td (da idade do est\341gio de )Tj 0.0175 Tw 9.235 0 Td (sucess\343o, a influ\352ncia )Tj 0.0287 Tw -29.07 -1.15 Td (do solo na resposta es)Tj -0.0004 Tc 0.0291 Tw 8.835 0 Td (pectral \(nas bandas 1, 2 )Tj 0.0008 Tc 0.0279 Tw 9.8 0 Td [(e 3\) ser\341 m)9(aior \(est\341g)]TJ 0.0005 Tc 0.0282 Tw 8.72 0 Td [(ios m)8(a)-1(is novos\) ou m)8(e)-1(nor )]TJ 0.0006 Tc 0.0644 Tw -27.355 -1.15 Td [(\(m)8(ais velhos\). Este padr\343o de com)8(p)-4(ortam)8(e)-1(nto )]TJ 0.0005 Tc 0.062 Tw 18.97 0 Td (espectral das Florestas )Tj -0.0003 Tc 0.0636 Tw 9.445 0 Td (Secund\341rias e do Pasto )Tj 0.0005 Tc -0.0005 Tw -28.415 -1.15 Td [(tam)8(b)1(\351)-6(m)8( foi observado por Pereira \(1996\). )]TJ 0.0002 Tc 0.0693 Tw 1.655 -1.15 Td [(A banda 4 foi a que m)8(e)-6(lhor separou as classes de vegeta\347\343o \()]TJ /TT1 1 Tf 0 Tc 0.07 Tw 25.28 0 Td (Tabela 2)Tj /TT0 1 Tf -0.0002 Tc 0.0702 Tw 3.765 0 Td ( do Ap\352ndice\). A )Tj -0.0001 Tc 0.0801 Tw -30.7 -1.15 Td (Floresta Secund\341ria apresentou )Tj 0.0006 Tc 0.0756 Tw 12.985 0 Td [(a m)8(a)-1(ior resposta neste com)8(p)1(ri)]TJ 0.0004 Tc 0.0796 Tw 12.245 0 Td [(m)8(e)-1(nto de onda, provavelm)8(ente)-6( )]TJ 0.0002 Tc 0.1456 Tw -25.23 -1.15 Td (em fun\347\343o da presen\347a de vegeta\347\343o fotossint)Tj 0.0007 Tc 0.1443 Tw 19.15 0 Td [(eticam)9(ente ativa e da h)6(o)-4(m)9(ogeneidade de seu )]TJ 0.0003 Tc 0.0957 Tw -19.15 -1.15 Td [(dossel, ocasionando um m)8(e)-1(nor sombream)8(ento. As)]TJ 0.0006 Tc 0.0944 Tw 20.56 0 Td ( fisionomias de Flor)Tj -0.0003 Tc 0.0953 Tw 8.32 0 Td (esta Inundada e Terra )Tj 0.0009 Tc 0.0845 Tw -28.88 -1.15 Td [(Firm)9(e, por apresentarem)9( um)9( dossel m)9(ais heterog\352neo, possuem)9( um ma)-5(ior som)9(b)1(ream)9(ento do )]TJ -0.0002 Tc 0.0302 Tw 0 -1.15 TD [(que a F)6(l)-2(oresta Secund\341ria, sendo suas respos)]TJ -0.0009 Tc 0.0309 Tw 18.085 0 Td [(tas nesta banda um)7( pouco )]TJ 0.0003 Tc 0.028 Tw 10.665 0 Td [(m)8(e)-6(nor do que Florest)8(a)4( )]TJ 0.0005 Tc 0.1345 Tw -28.75 -1.15 Td [(Secund\341ria, fato tam)8(b)1(\351)-6(m)3( observado por Moran et al., \(1993\) e Pereira \(1996\). No caso do )]TJ -0.0003 Tc 0.0753 Tw T* (baba\347u a arquitetura do seu dos)Tj 0.0736 Tw 12.945 0 Td (sel \(folhas verticais\) ocasiona)Tj 0.0004 Tc 0.0756 Tw 12.07 0 Td [( um)8( m)8(a)-1(ior som)8(breamento e em )]TJ 0.0006 Tc 0.0454 Tw -25.015 -1.15 Td [(conseq\374\352ncia um)8(a m)8(e)-1(nor reflect\342ncia neste comp)]TJ 0.0005 Tc 0.0445 Tw 20.085 0 Td [(rim)8(e)-1(nto de onda. Jackson e Pinter Jr \(1986\) )]TJ 0.0003 Tc 0.1559 Tw -20.085 -1.15 Td [(observaram)8( que os elementos vert)]TJ 0 Tc 0.155 Tw 14.225 0 Td [(icais de um)8( dossel erect\363filo de trigo captam)8( a radia\347\343o )]TJ 0.0003 Tc 0.0882 Tw -14.225 -1.15 Td [(refletida para dentro do dossel, redu)5(zindo a qu)]TJ -0.0001 Tc 0.0891 Tw 19.17 0 Td [(antidade de radia\347\343o)5( refletida verticalm)8(e)-1(nte a)-6( )]TJ 0.0006 Tc 0.0294 Tw -19.17 -1.15 Td [(um)8( radi\364m)8(et)-7(ro orientado para o nadir. As folh)]TJ 0.031 Tw 18.66 0 Td [(as do baba\347u s\343o orientadas m)8(a)-1(is verticalm)8(e)-1(nte )]TJ 0.0003 Tc 0.0197 Tw -18.66 -1.15 Td [(\(dossel erect\363filo\) alterando seu comportam)8(e)-1(nto )]TJ 0.0006 Tc 0.0186 Tw 19.68 0 Td [(espectral e refletindo m)8(enos do que as outras )]TJ 0.0002 Tc 0.2448 Tw -19.68 -1.15 Td [(fisionom)8(ias de floresta.)]TJ 1 0 0 sc 0 Tc 0 Tw 9.845 0 Td ( )Tj 0 0 0 sc 0.0007 Tc 0.2449 Tw 0.495 0 Td [(Esse sombream)9(ento tam)9(b)1(\351m f)4(o)1(i verif)4(i)-1(cado p)6(o)1(r Nelson e)5( Batista)5( )]TJ 0.001 Tc 0.0682 Tw -10.34 -1.15 Td [(\(1997\) em)9( observa\347\365es de cam)9(po na Am)9(az\364nia or)]TJ 0.0002 Tc 0.0698 Tw 20.515 0 Td (iental, onde as florestas de baba\347u quando )Tj 0.0007 Tc 0.7655 Tw -20.515 -1.15 Td [(com)9(p)1(aradas com)9( florestas prim)9(\341rias po)]TJ 0.0012 Tc 0.765 Tw 18.725 0 Td [(ssu\355am)9( um som)9(b)1(ream)9(ento maior devido )]TJ 0.0007 Tc 0.0283 Tw -18.725 -1.15 Td [(provavelm)9(ente a orienta\347\343o vertical dos fol\355olo)]TJ 0.0005 Tc 0.0295 Tw 19.015 0 Td (s e ao arranjo agrupado das folhas. Os fol\355olos )Tj 0.0003 Tc 0.0697 Tw -19.015 -1.15 Td (do baba\347u s\343o dispostos ao longo do eixo da r\341qui)Tj 0.0002 Tc 0.0704 Tw 20.73 0 Td (s, que est\341 fixada no \341pice de uma estipe, )Tj 0.0007 Tc 0.1343 Tw -20.73 -1.15 Td [(assim)9( as folhas form)9(am um)9(a coroa projetada radialm)9(ente em toda as dire\347\365)6(es. No caso da )]TJ 0.1686 Tw T* [(visada em)9( nadir do)6( sens)5(or ETM+, a radia\347\343o)6( re)]TJ 0.0004 Tc 0.1681 Tw 20.27 0 Td [(fletida de d)5(oss\351is)5( de baba\347u na reg)5(i)-2(\343o d)5(o)5( )]TJ 0.0006 Tc 0.0404 Tw -20.27 -1.15 Td [(infraverm)8(e)-1(lho pr\363xim)8(o)1( apresenta valores m)8(a)-1(is ba)]TJ 0.0002 Tc 0.0406 Tw 20.005 0 Td [(ixos do que em)8( florestas prim)8(\341rias \(Floresta )]TJ 0.0005 Tc -0.0005 Tw -20.005 -1.15 Td [(de Terra F)7(i)-2(rm)8(e e Inundada\). )]TJ 0.0002 Tc 0.1098 Tw 1.655 -1.15 Td [(Para as bandas 5 e 7, a resposta espectral das f)8(i)-2(sionom)8(ias, e a distribui\347\343o dos ND s\343o )]TJ 0.0005 Tc 0.1339 Tw -1.655 -1.15 Td [(sim)8(ilares ao)6(s das bandas 1, 2 e 3. A intera\347\343o)6( )]TJ 0.0009 Tc 0.1332 Tw 19.73 0 Td [(da energia inciden)6(t)-1(e co)6(m)9( a vegeta\347\343o nes)5(t)9(e)5( )]TJ 0.0007 Tc 0.0834 Tw -19.73 -1.15 Td [(com)9(p)1(ri)-6(m)9(ento de onda \351 controlada pela quantid)]TJ 0.0844 Tw 19.56 0 Td [(ade de \341gua presente no alvo. Novam)8(e)-1(nte, o )]TJ 0.0003 Tc 0.1297 Tw -19.56 -1.145 Td [(Pasto apresentou m)8(a)-1(iores ND nestas bandas \(m)8(aior)]TJ 0.0006 Tc 0.1284 Tw 21.275 0 Td [( reflect\342n)6(cia\), p)6(r)-1(ovav)6(e)-1(lm)8(ente ao fato de )]TJ 0.0008 Tc 0.4692 Tw -21.275 -1.15 Td [(possuir m)9(e)-5(nor quantid)6(ade de vegeta\347\343o e assim)9( m)9(enor quantidade de \341gua, sendo )]TJ 0.0005 Tc 0.0495 Tw T* [(diferenciado das outras f)9(i)-2(sionom)8(ias \()]TJ /TT1 1 Tf 0 Tc 0.05 Tw 14.97 0 Td (Tabela 2)Tj /TT0 1 Tf 0.0006 Tc 0.0494 Tw 3.745 0 Td [( do Ap\352ndice\). A Floresta S)7(ecund\341ria obteve o )]TJ 0.0001 Tc 0.0541 Tw -18.715 -1.15 Td [(segundo m)8(a)-6(ior valor de ND, e foi significativamente)]TJ 0.0002 Tc 0.0531 Tw 21.43 0 Td ( diferente de todas )Tj -0.0004 Tc 0.0554 Tw 7.825 0 Td [(as outras fisionom)7(i)-3(as )]TJ 0 Tc 0 Tw -29.255 -1.15 Td (\()Tj /TT1 1 Tf 0.15 Tw 0.335 0 Td (Tabela 2)Tj /TT0 1 Tf 0.0002 Tc 0.1498 Tw 3.845 0 Td [( do Ap\352ndice\). As Florestas Inundada, de Terra Firm)8(e e com Baba\347u obtiveram)8( )]TJ 0.0003 Tc 0.0347 Tw -4.18 -1.15 Td [(respostas baixas e sim)8(ilares \(radia\347\343o no infrav)]TJ 19.095 0 Td [(erm)8(e)-1(lho m)8(\351)-1(dio \351 absorvida pela \341gua presente )]TJ 0.0001 Tc -0.0013 Tw -19.095 -1.15 Td (nos tecidos celulares das folhas\) )Tj -0.0001 Tc -0.0011 Tw 13.135 0 Td (n\343o sendo poss\355vel diferenci\341-las \()Tj /TT1 1 Tf -0.0007 Tc 0.0007 Tw 13.83 0 Td (Tabela 2)Tj /TT0 1 Tf 0.0004 Tc -0.0004 Tw 3.69 0 Td ( do Ap\352ndice\). )Tj /TT1 1 Tf 0.0001 Tc 0.0006 Tw -30.655 -2.16 Td [(7.3 Caracteriz)9(a\347\343o da vegeta\347\343o atrav\351s do NDVI )]TJ /TT0 1 Tf 0 Tc 0.1287 Tw 0 -1.64 TD (As fisionomias de Floresta Inunda)Tj 0.0002 Tc 0.1298 Tw 14.235 0 Td [(da e de Terra Firm)8(e apresentaram)8( os m)8(a)-1(iores valores do )]TJ 0.0007 Tc 0.0893 Tw -14.235 -1.15 Td [(\355ndice de v)6(e)5(geta\347\343o,)6( seg)6(u)1(idos )]TJ 0 Tc 0.0875 Tw 12.49 0 Td [(pelas fisionom)8(ias de Floresta co)]TJ 0.09 Tw 13.175 0 Td [(m)8( Baba\347u e Secund)5(\341ria e por )]TJ 0.0001 Tc 0.1655 Tw -25.665 -1.15 Td [(fi)-7(m)8( o Pasto que obteve o m)8(e)-1(nor valor \()]TJ /TT1 1 Tf -0.0013 Tc 0.1663 Tw 16.935 0 Td [(F)5(i)-3(gura 2)]TJ /TT0 1 Tf 0.0004 Tc 0.1639 Tw 3.795 0 Td [(\). A raz\343o entre as duas bandas)5( real\347a a )]TJ 0.0007 Tc 0.1501 Tw -20.73 -1.15 Td [(resposta esp)6(ectral da vegeta\347\343o em)9( rela\347\343o ao)]TJ 19.235 0 Td [( solo, desta form)9(a as fisionom)9(i)-1(as com baixa )]TJ 0 Tc -0.0014 Tw -19.235 -1.15 Td (reflect\342ncia na banda 3 e alta a banda )Tj 0.0001 Tc -0.0001 Tw 15.21 0 Td (4 apresentar\343o altos valores do \355ndice. )Tj 0 g ET /GS1 gs BT /T1_0 9 Tf 0 Tc 0 Tw 1 0 0 1 287.492 28.8 Tm (1410)Tj ET endstream endobj 168 0 obj 9636 endobj 169 0 obj << /Length 170 0 R >> stream /CS0 cs 0 0 0 sc 1 i /RelativeColorimetric ri /GS0 gs BT /TT0 1 Tf 19.1823 Tw 11.52 0 0 11.52 70.92 42.3203 Tm ( )Tj ET q 183.18 0 0 118.14 206.1 624.6203 cm /Im0 Do Q BT /TT0 1 Tf 0 Tw 12 0 0 12 389.28 624.6203 Tm ( )Tj 0.0001 Tc -0.0001 Tw -17.91 -0.925 Td (Figura.2: Valores do NDVI )Tj 0.0006 Tc -0.0022 Tw 11.25 0 Td [(de todas as fisionom)8(ias )]TJ 0.0002 Tc 0.2498 Tw -18.215 -1.15 Td [(A Floresta Inundada, que apresentou a m)8(e)-1(nor)]TJ 0.0005 Tc 0.2495 Tw 19.69 0 Td ( reflect\342ncia na banda 3 \(seu fundo \351 )Tj 0.0004 Tc 0.0796 Tw -21.345 -1.15 Td [(basicam)8(ente de \341gua e n\343o solo)]TJ 0.0002 Tc 0.0781 Tw 12.97 0 Td (\) e altos valores na banda 4,)Tj 0.0001 Tc 11.605 0 Td [( obteve o m)8(a)-1(ior valor de NDVI)-7(.)-5( )]TJ 0.0006 Tc 0.0244 Tw -24.575 -1.15 Td [(Sendo significativam)8(ente diferente de todas as )]TJ 0.0005 Tc 18.99 0 Td [(outras fisionom)8(ias com)8( exce\347\343o da Floresta d)6(e)4( )]TJ 0.0013 Tc 0.0687 Tw -18.99 -1.15 Td [(Terra)5( Firm)9(e \()]TJ /TT1 1 Tf 0 Tc 0.07 Tw 5.525 0 Td (Tabela 3)Tj /TT0 1 Tf -0.0001 Tc 0.0691 Tw 3.76 0 Td ( do Ap\352ndice\). A Floresta Secund)Tj -0.0004 Tc 0.0695 Tw 13.89 0 Td [(\341ria obteve o m)7(e)-2(nor valor de NDVI )]TJ 0.0004 Tc 0.0139 Tw -23.175 -1.15 Td [(dentre as fisionom)8(ias de floresta e n\343o se di)]TJ -0.0003 Tc 0.0153 Tw 17.56 0 Td [(ferenciou apenas da Floresta com)8( Baba\347)-6(u \()]TJ /TT1 1 Tf -0.0008 Tc 0 Tw 17.295 0 Td (Tabela )Tj 0 Tc -34.855 -1.15 Td (3)Tj /TT0 1 Tf 0.0002 Tc 0.0648 Tw 0.5 0 Td [( do Ap\352ndice\). Podem)8(os observar que fisionom)8(ia)]TJ 20.125 0 Td [(s com)8( m)8(e)-1(smo est\341dio de desenvolvim)8(ento )]TJ -0.0003 Tc 0.0103 Tw -20.625 -1.15 Td (s\343o insepar\341veis pelo NDVI, que di)Tj -0.0005 Tc 0.0105 Tw 14.26 0 Td [(f)8(e)-2(renciou apenas os grupos entr)]TJ -0.0007 Tc 0.0098 Tw 12.685 0 Td [(e si. Apesar de n\343o ter sido)-6( )]TJ 0.0004 Tc 0.0433 Tw -26.945 -1.145 Td [(m)8(e)-1(dido o IAF neste trabal)]TJ -0.0007 Tc 0.0457 Tw 10.62 0 Td (ho, \351 poss\355vel observar na )Tj /TT1 1 Tf 10.82 0 Td (Figura 2)Tj /TT0 1 Tf -0.0004 Tc 0.0454 Tw 3.68 0 Td ( a natureza assint)Tj 0.0014 Tc 0.0411 Tw 6.99 0 Td [(\363)6(tic)5(a da curv)6(a)5( )]TJ 0.0003 Tc 0.0197 Tw -32.11 -1.15 Td [(do NDVI que com)8( o aum)8(e)-1(nto da cobertura vegeta)]TJ 0 Tc 0.0187 Tw 20.09 0 Td (l \(variando do pasto at)Tj -0.0005 Tc 9.02 0 Td (\351 a floresta inundada\) )Tj 0.0006 Tc -0.0014 Tw -29.11 -1.15 Td [(o \355ndice chega a seu lim)8(ite de)]TJ 0.0002 Tc -0.0002 Tw 11.83 0 Td [( crescim)8(e)-1(nto exponencial. )]TJ -0.0003 Tc 0.0053 Tw -10.175 -1.15 Td (A rela\347\343o entre o NDVI e as ba)Tj 0 Tc 0.0033 Tw 12.61 0 Td (ndas 3 e 4 \351 apresentada na )Tj /TT1 1 Tf 0.0002 Tc 0.0048 Tw 11.155 0 Td (Figura 3)Tj /TT0 1 Tf 0.0012 Tc 0.0038 Tw 3.64 0 Td [(. A alta r)4(ela\347)5(\343o co)6(m)9( a )]TJ -0.0001 Tc 0.1779 Tw -29.06 -1.15 Td (banda 3 \(r = - 0,98\) est\341 asso)Tj -0.0003 Tc 0.1803 Tw 12.805 0 Td [(ciada com)8( a presen\347a do sol)]TJ -0.0002 Tc 0.1792 Tw 12.075 0 Td [(o, ou seja, as fisionom)8(ias com )]TJ 0.0002 Tc 0.1239 Tw -24.88 -1.15 Td [(m)8(a)-1(iores valores de reflect\342ncia na banda 3 )]TJ 0.0001 Tc 0.1249 Tw 18.105 0 Td [(ter\341 m)8(e)-1(nores valores do N)7(DVI, e com m)8(e)-1(nores )]TJ 0.0005 Tc 0.092 Tw -18.105 -1.15 Td [(valores)5( de reflect\342ncia, m)8(a)-1(iores valores do \355ndi)]TJ 0.0003 Tc 0.0947 Tw 19.415 0 Td [(ce. No caso)5( da banda 4,)5( a baix)5(a rela\347\343o \(r =)4( )]TJ 0.0001 Tc 0.0632 Tw -19.415 -1.15 Td [(0,28\) provavelm)8(ente est\341 associada aos altos valo)]TJ 0.0649 Tw 20.235 0 Td (res de reflect\342ncia en)Tj -0.0005 Tc 0.0655 Tw 8.655 0 Td (contrados na banda 4, )Tj 0.0003 Tc 0.063 Tw -28.89 -1.15 Td (que est\341 relacionada co)Tj 0.0001 Tc 0.0649 Tw 9.49 0 Td [(m)8( a idade de desenvolvim)8(ento das fisionom)8(ias e conseq\374entem)8(ente o )]TJ 0.0002 Tc 0.0691 Tw -9.49 -1.15 Td [(IAF e a arquitetura do dossel. Desta form)8(a, co)]TJ 0 Tc 0.0693 Tw 18.995 0 Td (mo citado por Sellers \(1989\), o \355ndice tende a )Tj 0.0002 Tc 0.2948 Tw -18.995 -1.15 Td [(saturar ficando insens\355vel \340 varia\347\365es de aum)8(e)]TJ 0.0008 Tc 0.2934 Tw 20.315 0 Td [(nto de biom)9(assa vegetal a partir de um)9( )]TJ 0.0004 Tc -0.0004 Tw -20.315 -1.15 Td [(determ)8(inado est\341gio de desenvolvim)8(e)-6(nto. )]TJ ET q 176.4 0 0 247.32 209.46 101.3004 cm /Im1 Do Q BT /TT0 1 Tf 0 Tc 0 Tw 12 0 0 12 385.86 101.3004 Tm ( )Tj 0.0008 Tc 0.0985 Tw -26.245 -0.925 Td [(Figura.3: Rela\347\343o en)6(tre as bandas 3)6( \(a\) e 4 )]TJ 0.0005 Tc 18.18 0 Td [(\(b)6(\) do Landsat 7 ETM+ e os valores de ND do )]TJ 0 Tc 0.045 Tw -16.995 -1.15 Td [(NDVI, onde o verm)8(elho corresponde a fisionomia de)]TJ -0.0005 Tc 0.0445 Tw 21.57 0 Td ( pasto, o rosa a flor)Tj -0.0006 Tc 0.0456 Tw 7.875 0 Td (esta secund\341ria, o )Tj 0.0001 Tc -0.0007 Tw -29.445 -1.15 Td (verde claro ao baba\347u, o verde escuro a flor)Tj 0.0003 Tc -0.0003 Tw 17.465 0 Td [(esta terra firm)8(e e o azul a floresta inundada.)]TJ 0 Tc 0 Tw 7.98 0 0 7.98 504.96 68.1203 Tm ( )Tj 0 g ET /GS1 gs BT /T1_0 9 Tf 1 0 0 1 287.492 28.8 Tm (1411)Tj ET endstream endobj 170 0 obj 5125 endobj 171 0 obj << /Length 172 0 R >> stream /CS0 cs 0 0 0 sc 1 i /RelativeColorimetric ri /GS0 gs BT /TT0 1 Tf 19.1823 Tw 11.52 0 0 11.52 70.92 42.3203 Tm ( )Tj 0.17 Tw 12 0 0 12 90.78 731.7203 Tm [(Pode)-6(m)8(os observar \()]TJ /TT1 1 Tf 0.0007 Tc 0.1693 Tw 8.285 0 Td [(Fig)6(u)2(ras 2 e 3)6(b)]TJ /TT0 1 Tf 0.0002 Tc 0.1698 Tw 6.53 0 Td [(\) pelo NDVI tr\352s grupos em)8( rela\347\343o ao est\341dio de )]TJ 0.0005 Tc 0.0228 Tw -16.47 -1.15 Td (desenvolvimento: \(1\) as florestas )Tj 0.0004 Tc 0.0246 Tw 13.605 0 Td [(prim)8(\341rias: terra firm)8(e e inunda)]TJ 0.0002 Tc 0.0258 Tw 12.315 0 Td [(da; com)8( os valores mais altos )]TJ 0.0004 Tc 0.3288 Tw -25.92 -1.15 Td [(do \355ndice \(acim)8(a)-1( de 0,9\), dossel denso, hete)]TJ -0.0002 Tc 0.3302 Tw 19.745 0 Td (rog\352neo, menor influ\352ncia do solo e alta )Tj 0.0003 Tc 0.0637 Tw -19.745 -1.15 Td [(reflect\342ncia no infraverm)8(e)-1(lho; \(2\) as florestas )]TJ 0 Tc 0.065 Tw 18.88 0 Td [(em)8( regenera\347\343o: secund\341)]TJ -0.0004 Tc 0.0654 Tw 10.175 0 Td (ria e baba\347u, \(valores )Tj 0.0006 Tc 0.0044 Tw -29.055 -1.15 Td (entre 0,8 e 0,9\) a sec)Tj 0.0033 Tw 8.27 0 Td [(und\341ria com)9( alta reflect\342ncia no in)]TJ 0.0003 Tc 0.0047 Tw 13.875 0 Td [(fraverm)8(e)-1(lho, dossel m)8(a)-1(is homog\352neo e)-6( )]TJ 0.0002 Tc 0.2254 Tw -22.145 -1.15 Td [(m)8(a)-1(ior influ\352ncia do solo, o baba\347u com)8( a me)]TJ 0.0003 Tc 0.2237 Tw 19.765 0 Td [(nor reflect\342ncia no infraverm)8(e)-1(lho e m)8(e)-1(nor)-7( )]TJ 0.0484 Tw -19.765 -1.15 Td [(influ\352ncia do solo \(3\) o pasto, com)8( o m)8(e)-1(nor va)]TJ 0 Tc 0.0492 Tw 19.1 0 Td (lor de NDVI \(0,64\), representada por \341reas de )Tj 0.0002 Tc 0.0598 Tw -19.1 -1.15 Td [(terreno lim)8(po com reduzida cobertura vegetal, ap)]TJ 0.0001 Tc 0.0599 Tw 20.05 0 Td [(resentando grande influ\352ncia do solo com)8( a)-6( )]TJ 0.0006 Tc 0.0594 Tw -20.05 -1.15 Td [(m)8(a)-1(ior reflect\342ncia no verm)8(elho. A a)-6(n)1(\341lise de vari)]TJ 0 Tc 0.06 Tw 20.2 0 Td [(\342ncia confirm)8(ou a difer)-7(e)-1(ncia\347\343o entre estes )]TJ -0.0001 Tc 0.0091 Tw -20.2 -1.15 Td [(tr\352s grupos, m)8(a)-1(s n\343o houve separabilidade)]TJ 0 Tc 0.01 Tw 16.98 0 Td [( entre as fisionom)8(ias no m)8(e)-1(s)-6(m)8(o grupo \()]TJ /TT1 1 Tf -0.0008 Tc 0.0108 Tw 15.86 0 Td (Tabela 3)Tj /TT0 1 Tf -0.0025 Tc 0.0125 Tw 3.7 0 Td ( do )Tj 0.0008 Tc 0.0783 Tw -36.54 -1.15 Td [(Ap\352ndice\). Desta form)9(a, as fisiono)6(m)9(i)-1(as de est\341)]TJ 0.0005 Tc 0.0795 Tw 19.31 0 Td [(dios sucessionais sim)8(ilares \(com)8(o as Floresta )]TJ 0.0006 Tc 0.1435 Tw -19.31 -1.15 Td [(Secund\341ria e com)8( Baba\347u\), m)8(a)-1(s com)8( diferen\347as)]TJ 0.0004 Tc 0.1446 Tw 19.99 0 Td [( em)8( rela\347\343o a arquitetura do dossel \(m)8(aior )]TJ -0.0004 Tw -19.99 -1.15 Td [(som)8(brea)-6(m)8(en)-5(to no baba\347u\) apresentaram)8( valores de NDVI parecidos. )]TJ /TT1 1 Tf 0.0001 Tc -0.0001 Tw 0 -2.16 TD (8. Conclus\365es )Tj /TT0 1 Tf 0.001 Tc 0.3444 Tw 0 -1.64 TD [(De um)9(a form)9(a geral, todas as fisionom)9(ias apresentaram)9( um)9( com)9(p)-4(ortam)9(ento t\355pico de )]TJ 0.0001 Tc 0.2889 Tw 0 -1.15 TD [(coberturas vegetais, com)8( respostas baixas no)]TJ 0.0005 Tc 19.325 0 Td [( vis\355vel e infra verm)8(elho m)8(\351)-1(dio e alta no )]TJ 0.0008 Tc 0.2242 Tw -19.325 -1.15 Td [(infraverm)9(elho pr\363xim)9(o)1(. No entanto, foi poss\355vel observar que o comportam)9(ento de cada )]TJ 0.0004 Tc 0.3104 Tw T* [(fisionom)8(ia est\341 associado \340 quantidade de ve)]TJ 0.3096 Tw 19.805 0 Td [(geta\347\343o, arquitetura do)5( dossel e substrato)5( )]TJ 0.2529 Tw -19.805 -1.15 Td [(do)-5(m)8(i)-2(nante. Apesar do NDVI ter discrim)8(i)-2(nado as )]TJ -0.0006 Tc 0.2556 Tw 21.445 0 Td (\341reas de floresta pr)Tj 0.001 Tc 0.2523 Tw 8.34 0 Td [(im)9(\341ria de \341reas de )]TJ 0.0002 Tc 0.2535 Tw -29.785 -1.15 Td (florestas secund\341rias e de regi)Tj -0.0002 Tc 0.2552 Tw 13.02 0 Td (\365es desflorestadas, e separando )Tj -0.0005 Tc 0.2555 Tw 13.76 0 Td [(ainda as \341reas de floresta)-7( )]TJ 0.0001 Tc 0.0249 Tw -26.78 -1.15 Td [(secund\341ria de \341reas desflorestadas, podem)8(os obs)-6(er)]TJ -0.0005 Tc 0.0245 Tw 20.34 0 Td (var o alto grau de sa)Tj -0.0008 Tc 0.0258 Tw 8.2 0 Td (tura\347\343o deste \355ndice no )Tj 0.0005 Tc 0.4545 Tw -28.54 -1.15 Td (estudo em quest\343o, sendo incapaz de difere)Tj 0.0003 Tc 0.4547 Tw 20.045 0 Td [(nciar as fisionom)8(ias no m)8(e)-1(s)-5(m)-2(o est\341dio )]TJ 0.0009 Tc 0 Tw -20.045 -1.15 Td [(sucession)6(al.)]TJ 0 Tc 10.02 0 0 10.02 128.58 410.1203 Tm ( )Tj 0.0006 Tc 0.1786 Tw 12 0 0 12 133.2 410.1203 Tm [(A alta rela\347\343o des)5(t)-2(e \355n)6(dice com)8( a banda)]TJ 0.0005 Tc 0.1795 Tw 17.11 0 Td [( 3 nos m)8(o)1(stra um)8( panora)-6(m)3(a em)8( que )]TJ 0.0002 Tc 0.0048 Tw -22.3 -1.15 Td [(quanto m)8(e)-1(nor a cobertura do solo, m)8(e)-1(nor o \355ndice)]TJ 0.0007 Tc 0.0035 Tw 19.94 0 Td [( de vegeta\347\343o, m)9(as quanto m)9(aior a cobertura )]TJ 0.1082 Tw -19.94 -1.15 Td [(do solo, m)8(a)-1(is r\341pido o)6( \355ndice tende a satu)6(rar,)6( o)6(u)]TJ 0.0008 Tc 0.108 Tw 20.105 0 Td [( seja,)6( a res)5(posta da vegeta\347\343o)6( e o)6( valor do)6( )]TJ -0.0002 Tc 0.2202 Tw -20.105 -1.15 Td [(\355ndice est\343o m)8(a)-1(is relacionados com a absor)]TJ 0.0001 Tc 0.2191 Tw 18.585 0 Td [(\347\343o da radia\347\343o do com)8(prim)8(e)-1(nto de onda no )]TJ 0 Tc 0.105 Tw -18.585 -1.15 Td [(verm)8(elho pelos pigm)8(entos da planta do que pela)]TJ 0.0001 Tc 0.1032 Tw 20.02 0 Td ( reflect\342ncia da radi)Tj 0 Tc 0.105 Tw 8.22 0 Td [(a\347\343o no infra verm)8(elho )]TJ 0.001 Tc -0.001 Tw -28.24 -1.15 Td [(pr\363xim)9(o, assim)9( com)9(o)1( observado )]TJ -0.0001 Tc 13.25 0 Td (por Myneni e outros \(1995\). )Tj /TT1 1 Tf 0.0003 Tc -0.0003 Tw -13.25 -2.16 Td (8. Refer\352ncias Bibliogr\341ficas )Tj /TT0 1 Tf -0.0005 Tc 0.0439 Tw 10.02 0 0 10.02 70.92 297.3803 Tm [(Bern)-3(ard)-3(es, S. )]TJ /TT1 1 Tf 0.0005 Tc 0.0429 Tw 5.982 0 Td [(\315ndices de ve)7(geta\347\343)10(o e valor)7(e)1(s de propor\347)7(\343)4(o na )]TJ -0.0016 Tc 0.045 Tw 20.5449 0 Td [(ca)-5(ra)-5(cteriza)-5(\347)-1(\343o)-5( de floresta)-5( )6(tropica)-5(l)1( )6(prim\341ria)-5( )]TJ 0.0003 Tc 0.0192 Tw -26.5269 -1.1437 Td [(e est\341dios suc)7(e)1(ssion)6(ais na \341)9(rea de influ\352)7(n)6(c)1(ia da)]TJ 0.0006 Tc 0.0189 Tw 20.0299 0 Td [( )6(flores)7(ta)4( nacio)4(nal d)6(o)-2( )6(Tapa)4(j\363)4(s- Es)7(ta)4(do d)6(o)-2( P)7(a)-2(r\341)]TJ /TT0 1 Tf 19.5749 0 Td [(. S)6(\343)1(o Jos\351 dos)7( )]TJ -0.0007 Tc -0.0038 Tw -39.6048 -1.1497 Td [(Ca)-6(m)11(pos. 97p. \(INPE-6890-T)]TJ 0.0003 Tc 0.0012 Tw 11.5808 0 Td [(DI/)9(6)-3(51\).Disse)7(rta\347\343o \(Mestra)7(d)3(o em)12( Sens)]TJ -0.0003 Tc 0.0018 Tw 16.018 0 Td [(oria)6(mento Rem)11(o)-3(to\) - INPE)6(, )6(1996. )]TJ 0.0677 Tw -27.5988 -1.7485 Td [(C\342)-6(m)11(ara Neto)-3(, G. Sou)-3(za, R. C. M.; Freitas, U. M.; Ga)]TJ 0.0019 Tc 0.0655 Tw 21.9102 0 Td [(rri)4(d)5(o)-1(, J. SPR)4(I)6(N)6(G:)4( i)4(n)-1(t)4(e)3(grat)4(i)4(n)5(g re)9(m)13(o)-1(t)4(e)-3( sensi)4(ng a)9(nd G)6(IS by)11( )]TJ -0.0023 Tc 0.0038 Tw -21.9102 -1.1437 Td [(o)-5(b)1(j)-6(ect-o)-5(rien)-5(ted d)-5(a)-2(ta m)9(o)-5(d)-5(e)-2(lling)-5(.)-4( )]TJ /TT1 1 Tf -0.0007 Tc -0.0038 Tw 12.7485 0 Td (Computer Graphics)Tj /TT0 1 Tf -0.0011 Tc 0.0026 Tw 8.5689 0 Td [(, )6(v)-4(.)3( 20)-4(, )6(n)-4(.)3( 3, )6(p)-4(.)-3( )6(39)-4(5-4)-4(0)2(3)-4(,)3( 199)-4(6. )]TJ 0.001 Tc 0.0664 Tw -21.3174 -1.7485 Td [(C)3(h)-2(en)4(, S. C)3(. )6(G)5(o)-2(d)4(o)-2(y)4( Jr)5(, M)4(.;)3( H)5(e)2(rz, R)3(. C)3(o)4(rr)5(e\347)8(\343o at)3(m)12(o)-2(sf\351ri)3(ca de da)8(d)4(o)-2(s La)8(n)4(d)-2(sat)3( at)3(rav\351)8(s d)4(o)4( )-6(m)12(\351)2(t)3(odo )6(de su)4(bt)3(ra\347\343)8(o na)8( )]TJ 0.1321 Tw 0 -1.1497 TD [(regi)4(\343)8(o)-2( am)13(az\364n)4(i)4(ca.. I)5(n)-2(:)4( Si)4(m)13(p\363si)4(o)-2( )6(Lat)4(i)4(noam)13(e)2(ri)4(can)4(o de)8( Pe)8(r)]TJ -0.0019 Tc 0.1351 Tw 23.4551 0 Td [(cep)-5(cion)-5( Rem)10(o)-5(ta, 7)-5(,)-3( )6(no)-5(v, )6(1)-5(995)-5(, Pu)-5(er)-4(to)-5( )6(V)-4(a)-1(llar)-4(t)1(a, MX.)-9( )]TJ /TT1 1 Tf 0.0009 Tc 0 Tw -23.4551 -1.1437 Td [(An)6(ais\205)]TJ /TT0 1 Tf -0.0015 Tc 0.003 Tw 3.4431 0 Td [([S.l]: SELPER, 199)-4(5. p. )6(8)-4(1)2(-8)-4(7. )]TJ 0.0006 Tc 0.0967 Tw -3.4431 -1.7485 Td [(Doy)4(l)3(e, T)7(.)-1( )6(W. )6(Wells, C. J.; R)9(obe)7(rts, )]TJ -0.0019 Tc 0.0992 Tw 14.9341 0 Td [(M. R)6(.)-3(; Krau)-5(ss, K. The u)-5(s)-2(e )6(o)-5(f)-4( )6(Vid)-5(e)5(og)-5(raph)-5(y to)-5( assess th)-5(e sp)-5(atial im)10(p)-5(act o)-5(f)-4( )]TJ 0.0001 Tc 0.0433 Tw -14.9341 -1.1437 Td [(hurrica)7(nes on forest ecosyste)7(m)12(s.)-7( In: GIS/L)6(I)4(S. )]TJ /TT1 1 Tf 0.0014 Tc 0 Tw 18.7365 0 Td [(An)7(ais)]TJ /TT0 1 Tf 0.0008 Tc 0.0426 Tw 2.4431 0 Td [(. Beth)4(esda: ACSM)4(-)5(A)-2(SPRS)6(-)5(AA)4(g-)5(URIS)6(A-)5(AM)4(/F)6(M)4(,)-1( 19)4(94)4(. v.)5( )]TJ 0.0023 Tc -0.0008 Tw -21.1796 -1.1497 Td [(1, )6(p.)7( 2)5(2)5(2)-1(-)6(2)5(27)5(. )6( )]TJ -0.0009 Tc 0.0743 Tw 0 -1.7485 TD [(Ev)-4(eritt, J. H. Escob)-4(ar, D. E.; Alan)-4(iz)]TJ -0.0008 Tc 0.0741 Tw 14.7545 0 Td [(, M. A.; Dav)-4(i)2(s, M. R)8(.)-2( Using)-4( m)11(u)-4(ltis)-7(p)-4(ectral v)-4(i)2(d)-4(e)6(o)-4( i)8(m)5(ag)-4(ery for d)-4(et)8(ectin)-4(g)-4( so)-4(il)-4( )]TJ 0 Tc 0.0015 Tw -14.7545 -1.1437 Td [(surface c)7(o)3(nditions. )]TJ /TT1 1 Tf -0.0005 Tc 0.002 Tw 7.7964 0 Td [(P)6(h)-1(otogr)6(ammetric Enginneering)]TJ 0 Tc -0.0045 Tw 13.5509 0 Td [( )-6(and Rem)7(o)-3(te Sensi)8(n)-1(g)]TJ /TT0 1 Tf -0.0016 Tc -0.0029 Tw 8.9042 0 Td [(, )-6(v. 5)-5(5)1(, p)-5(.)-3( 467)-5(-47)-5(1)1(, 1)-5(989)-5(. )-6( )]TJ -0.0009 Tc 0.1222 Tw -30.2515 -1.7485 Td [(Hess, )6(L. L. No)-4(vo)-4(, )6(E. M. L. )6(M.; Slay)-4(m)11(ak)-4(er, D. M)8(.)-2(; Ho)-4(lt,)]TJ -0.0008 Tc 23.6527 0 Td [( J.; Steffen)-4(,)-2( C)8(.)4(; Valeriano)-4(,)-2( )6(D. M.; Mertes, )6(L. A. K.; )]TJ -0.0009 Tc 0.0802 Tw -23.6527 -1.1497 Td [(Kru)-4(g)2(, T.; Mellack)-4(, J. M.; Gst)8(ail, M.; Ho)-4(lm)11(e)-6(s)-1(, C.; Haywar)]TJ 0.0023 Tc 0.077 Tw 23.7246 0 Td [(d, C)5(.)1( )6(Ge)9(oco)5(d)-1(e)9(d)-1( di)11(gi)5(t)5(a)3(l)5( vi)5(de)9(o)5(g)-1(ra)9(p)5(h)-1(y)5( fo)5(r )6(val)5(i)5(d)-1(at)5(i)5(on )6(o)5(f )]TJ 0.002 Tc 0.0055 Tw -23.7246 -1.1437 Td [(l)4(a)3(nd co)5(ve)9(r )-6(m)13(a)-3(ppi)10(ng i)4(n)-1( t)4(h)-1(e A)6(m)7(azon basi)10(n. )]TJ /TT1 1 Tf 0.0004 Tc 0.0071 Tw 17.2455 0 Td [(I)6(ntern)6(ati)9(o)-3(n)6(a)-3(l Journ)6(a)-3(l of )6(Re)7(mote Se)7(nsing)]TJ /TT0 1 Tf 0.0028 Tc 0.0047 Tw 17.3892 0 Td [(,)7( v. 23)6(, n. )6(7, p. )6(15)6(2)6(7-)7(1)6(55)6(6, )]TJ -0.0012 Tc 0.0027 Tw -34.6347 -1.1497 Td [(2)-4(002)-4(. )]TJ 0 g ET /GS1 gs BT /T1_0 9 Tf 0 Tc 0 Tw 1 0 0 1 287.492 28.8 Tm (1412)Tj ET endstream endobj 172 0 obj 10593 endobj 173 0 obj << /Length 174 0 R >> stream /CS0 cs 0 0 0 sc 1 i /RelativeColorimetric ri /GS0 gs BT /TT0 1 Tf 19.1823 Tw 11.52 0 0 11.52 70.92 42.3203 Tm ( )Tj -0.0012 Tc 0.0087 Tw 10.02 0 0 10.02 70.92 733.5803 Tm [(Hu)-4(ete, )-6(A. )-6(R. A )-6(So)-4(il- Adju)-4(st)7(ed)-4( )-6( Veg)-4(etatio)-4(n)-4( Ind)-4(e)6(x)-4( )-6(\(SAVI\). )]TJ /TT1 1 Tf 0.0016 Tc 0.0059 Tw 23.5509 0 Td [(Rem)8(o)-1(te Sensi)10(n)1(g of)5( )-6(E)4(n)7(vi)4(ron)7(ment)]TJ /TT0 1 Tf -0.002 Tc 0.0155 Tw 13.8204 0 Td [(, v. )6(2)-5(5)1(, n. 3)-5(,)3( p. 295)-5(-)]TJ 0.0023 Tc -0.0068 Tw -37.3713 -1.1497 Td [(30)5(9,)7( )-6(A)6(g)5(o. 1)5(9)-1(8)5(8)-1(. )-6( )]TJ 0.0016 Tc 0.0598 Tw 0 -1.7425 TD [(Huet)4(e, )6(A. R)4(. Li)4(u, H. Q)5(.;)4(B)4(at)4(chi)4(l)4(y)5(, K.;)4( van L)8(eeuwe)8(n, )6(W. J. )6(D. A com)13(p)-1(ari)4(s)8(on )6(of ve)8(get)4(a)2(t)4(i)4(o)5(n i)4(ndi)4(ces o)5(v)-1(e)8(r)-1( a gl)4(obal)10( )]TJ -0.0009 Tc 0.0024 Tw 0 -1.1497 TD [(set o)-4(f)3( TM im)11(a)-6(g)-4(es )6(for EOS-M)8(O)-3(DIS. )]TJ /TT1 1 Tf 0.0006 Tc 0.0009 Tw 14.6108 0 Td [(Re)7(mote)7( Sensin)6(g )]TJ -0.0008 Tc 0.0023 Tw 7.0359 0 Td (of Environment)Tj /TT0 1 Tf 0.0022 Tc -0.0067 Tw 6.7365 0 Td [(, v. 59)5(, n. 3,)7( )-6(p)5(.)1( 44)5(0)5(-4)5(5)5(1)-1(, )-6(M)5(a)3(r.)7( )-6(1)5(9)5(97a)9(. )]TJ 0.0013 Tc 0.1439 Tw -28.3832 -1.7485 Td [(Huet)4(e,)6( )-6(A)5(. )-6(R)4(.)6( Li)4(u, H.)6(Q.;)4( va)8(n)4( )-6(Leeu)4(we)8(n, W.)12( )-6(J. D.)6( )-6(T)7(h)-2(e use)8( )-6(o)4(f)-1( veget)4(a)2(t)4(i)4(o)4(n)4( )-6(i)4(ndi)4(ces)7( )-6(i)4(n)4( )-6(f)5(o)-2(r)5(e)2(st)4(ed regi)10(ons:)10( Issue)8(s)1( of )]TJ -0.0018 Tc 0.4584 Tw 0 -1.1437 TD [(lin)-5(earity an)-5(d satu)-5(ration)-5(.)-3( )6(In)-5(: In)-5(tern)-5(atio)-5(nal Geo)-5(s)-2(cien)-5(ce an)-5(d rem)10(o)-5(te Sen)-5(s)-2(i)7(g)-5( Sem)10(i)-5(n)-5(a)-1(r. )]TJ /TT1 1 Tf -0.0015 Tc 0 Tw 37.2695 0 Td [(Ana)-4(i)1(s)]TJ /TT0 1 Tf -0.002 Tc 0.4526 Tw 2.4431 0 Td [(. Noo)-5(r)2(dwijk)-5(: )]TJ -0.0025 Tc -0.002 Tw -39.7126 -1.1497 Td [(N)-5(e)-2(th)-5(er)-5(land)-5(s: )-6(ESA)-5( Pub)-5(licatio)-5(ns, )-6(199)-5(7b)-5(. v)-5(.)-4( 4)-5(,)2( p)-5(.)-4( 19)-5(66-)-5(196)-5(8)-5( )]TJ -0.0005 Tc 0.0559 Tw 0 -1.7485 TD [(Jacks)5(o)-3(n, R. )6(D. Pinter J)5(r)-3(, P. J. Spectral )6(respon)]TJ 0.0015 Tc 0.0539 Tw 18.4671 0 Td [(se )6(of a)8(r)-1(chi)4(t)4(e)2(c)8(t)4(ural)4(l)4(y)5( di)4(ffe)8(re)8(n)5(t)4( wheat)4( ca)8(no)5(pi)10(es. )]TJ /TT1 1 Tf 0.0011 Tc 0.0543 Tw 18.8084 0 Td [(Rem)8(o)4(te Se)8(nsing )6(of )]TJ -0.0011 Tc 0 Tw -37.2754 -1.1437 Td (Environment)Tj /TT0 1 Tf -0.0027 Tc 0.0042 Tw 5.6587 0 Td [(, v)-6(.)2( 20)-6(, n. )6(1)-6(,)-4( )6(p)-6(.)2( )6(4)-6(3-5)-6(6, )6(A)-5(go. )6(19)-6(86)-6(. )]TJ 0.0015 Tc 0.0778 Tw -5.6587 -1.7485 Td [(Jaco)5(bs, )6(D. M)4(. )6(Eg)5(gen)5(-)-1(M)4(c)2(I)5(n)-1(t)4(o)5(sh, )6(S. )6(Ai)4(rb)5(o)5(n)-1(e)8( vi)4(de)8(og)5(ra)8(phy)5( a)8(nd )6(GP)7(S f)5(o)-1(r a)8(s)7(sessm)13(ent)4( of f)5(o)5(rest)4( dam)13(a)2(ge i)4(n)5( so)5(ut)4(her)5(n)-1( )]TJ -0.0004 Tc 0.1815 Tw 0 -1.1497 TD [(Louisiana from hurricane )6(Andre)6(w)-3(. In: )]TJ 0.1814 Tw 16.3772 0 Td [(Proceedings )6(of the ILJFR)8(O)-3( cofere)]TJ 14.4192 0 Td [(nce )6(on inventory and m)11(a)-6(nagem)11(ent )]TJ 0.4389 Tw -30.7964 -1.1437 Td [(techniques i)8(n)3( the contex)]TJ 0.439 Tw 10.994 0 Td [(t)8( of catastrophic eve)6(n)-3(ts. )]TJ /TT1 1 Tf -0.0015 Tc 0 Tw 11.4731 0 Td [(Ana)-4(i)1(s)]TJ /TT0 1 Tf 0.0008 Tc 0.4378 Tw 2.4431 0 Td [(. )6(Uni)9(v)-2(ersi)9(ty Park, P)6(A)-2(:)9( 1993. )6(Dispon\355vel em)6(: )]TJ -0.0017 Tc 0 Tw -24.9102 -1.1497 Td [( Acessado)-4( )-6(em)10(: )-6(1)-4(0)-4( d)-4(ez. 20)-4(02)-4(. )]TJ 0.0015 Tc 0.1437 Tw -18.4671 -1.7485 Td [(Kaut)10(h, R)4(.)6( J. )6(T)8(hom)13(as, G.)6( S.)6( )6(The Ta)8(ssel)4(e)2(d )6(C)4(a)2(p:)4( a g)5(r)-1(a)8(phi)4(c)8( desc)8(ri)4(pt)4(i)4(o)5(n )6(of)5( t)4(h)-1(e s)7(p)-1(ect)4(ral)4(t)4(e)2(m)13(poral)4( de)8(vel)4(o)5(pm)13(ent)4( of)5( )]TJ -0.0019 Tc 0.0633 Tw 0 -1.1437 TD [(ag)-5(ricu)-5(ltu)-5(ral cro)-5(p)-5(s)-2( as seen)-5( in)-5( )6(Land)-5(sat.. In)-5(: Pro)-5(ceed)-5(i)1(ng)]TJ 0.0011 Tc 0.0603 Tw 21.5928 0 Td [(s )6(on )6(t)4(h)-2(e Sy)4(m)13(posi)4(u)-2(m)7( o)-8(m)13( M)4(achi)4(n)-2(e Proce)8(ssi)4(n)4(g)-2( o)4(f)-1( R)3(e)2(m)13(o)-2(t)4(e)2(ly)4( )]TJ -0.0012 Tc 0.2302 Tw -21.5928 -1.1497 Td [(Sen)-4(s)-1(ed)-4( )6(Data, )6(2)-4(9)2( jun)-4(-)3(0)-4(1)2( ju)-4(l. 19)-4(76)-4(, )6(West )6(Lafayette, In)-4(d)-4(i)7(an)-4(a, EUA. )]TJ /TT1 1 Tf -0.0015 Tc 0 Tw 28.503 0 Td [(Ana)-4(i)1(s)]TJ /TT0 1 Tf 0.0002 Tc 0.2288 Tw 2.4431 0 Td [(. )6(West La)7(fay)3(e)1(tte, In)3(dian)3(a: Pur)4(d)3(u)3(e)7( )]TJ 0.002 Tc -0.0065 Tw -30.9461 -1.1497 Td [(Uni)10(v)-1(ersi)4(t)4(y)5(, 19)5(76)5(. p. 4)5(1)-1(-)6(5)5(1. )]TJ -0.0005 Tc 0.1637 Tw 0 -1.7425 TD [(Lenney, M. P. )6(W)-9(oodcoc)6(k)-3(, C)8(.)-2( E.; Maco)]TJ -0.0007 Tc 0.1639 Tw 16.5689 0 Td [(m)11(b)-4(er, S. )6(A.; Gopal, S.; Son)-4(g)2(, )6(C. Fo)-4(rest m)11(ap)-10(p)-4(ing)-4( with)-4( a )6(gen)-4(eralized)-4( )]TJ -0.0003 Tc 0.0018 Tw -16.5689 -1.1497 Td [(classifier and )6(Landsat TM )6(da)6(ta. )]TJ /TT1 1 Tf 0.0004 Tc 0.0011 Tw 12.8623 0 Td [(Rem)7(o)-3(te)7( Se)7(nsing )6(of En)6(vir)7(o)-3(nmen)6(t)]TJ /TT0 1 Tf -0.0026 Tc -0.0019 Tw 13.7784 0 Td [(, )-6(v. 7)-6(7, )-6(n)-6(.)2( )-6(3, p)-6(.)-4( 21)-6(4-2)-6(50)-6(,)-4( 20)-6(01)-6(. )]TJ 0.001 Tc 0.1322 Tw -26.6407 -1.7485 Td [(M)4(o)-2(ra)8(n, E. F)6(. B)3(r)-1(o)4(nd\355)3(zi)3(o)4(, E. )6(S.;)3( M)4(a)2(usel)3(, P.;)9( Li)3(, Y. H. )6(Ass)7(i)3(nat)3(u)-2(ras es)7(pect)9(rai)3(s)1( di)3(fer)5(e)2(nci)3(a)8(nd)4(o et)3(apas )6(de sucess\343)8(o)4( )]TJ 0.0015 Tc 0.0898 Tw 0 -1.1437 TD [(secu)5(nd\341i)4(r)-1(a)8( n)5(o)5( )6(l)4(e)2(st)4(e am)13(az\364ni)4(co. )6(I)5(n)-1(:)4( V)5(I)-1(I)5( Si)4(m)7(p\363si)10(o)-1( B)10(r)-1(asi)4(l)4(e)2(i)4(r)-1(o )6(de Se)8(ns)7(ori)4(a)8(m)7(e)2(nt)4(o R)4(e)2(m)13(o)-1(t)4(o)-1(. )]TJ /TT1 1 Tf -0.0015 Tc 0 Tw 35.8862 0 Td [(Ana)-4(i)1(s)]TJ /TT0 1 Tf -0.0024 Tc 0.0937 Tw 2.4431 0 Td [(. Curitib)-5(a: INPE, )]TJ -0.0015 Tc -0.003 Tw -38.3293 -1.1497 Td [(1)-4(993)-4(. v)-4(.)3( )-6(2, p)-4(.)-3( 20)-4(2-2)-4(0)2(9)-4(.)3( )-6( )-6( )]TJ -0.0002 Tc 0.0316 Tw 0 -1.7425 TD [(Myn)-3(e)1(n)-3(i)2(, R. B. Hall, F. G.; Sellers, P. J.; Marsh)-3(a)7(k)-3(,)-2( )6(A.)]TJ -0.0015 Tc 0.0329 Tw 21.4431 0 Td [( L. Th)-4(e in)-4(terp)-4(retation)-4( of sp)-4(ectral veg)-4(e)-1(tatio)-4(n)-4( ind)-4(e)5(x)-4(e)-1(s. )]TJ /TT1 1 Tf -0.0017 Tc 0 Tw 21.4431 0 Td [(IEEE)7( )]TJ -0.0004 Tc -0.0041 Tw -42.8862 -1.1497 Td [(Trans)6(a)-3(cti)8(o)-3(ns on Geoscience)6( )-6(and Remote Sensing)]TJ /TT0 1 Tf -0.002 Tc -0.0025 Tw 20.7126 0 Td [(, v)-5(.)-3( 33)-5(, )-6(n)-5(.)3( )-6(2, p)-5(.)-3( 48)-5(1-1)-5(8)1(6)-5(,)-3( )-6(Mar)-4(.)3( )-6(199)-5(5. )-6( )]TJ -0.001 Tc 0.0025 Tw -20.7126 -1.7485 Td [(Nelson)-4(, B. )6(W. )6(Batista, G. T. )]TJ /TT1 1 Tf -0.0056 Tc 0.0071 Tw 11.5329 0 Td [(O)-6(b)-6(s)-6(e)-5(rv)-9(a)-9(\347)-5(\365e)-5(s)-6( em)-5( c)-5(a)-9(mp)-6(o)]TJ /TT0 1 Tf 0 Tc 0.0015 Tw 9.982 0 Td [(. )6(\(Amaz\364nia, J)6(u)-3(l. )6(1987\). C)8(o)-3(m)11(unica\347\343o Pe)7(ssoal )]TJ 0.0006 Tc 0.1266 Tw -21.515 -1.7425 Td [(Pereira, J)7(.)-1( L. )6(G. )]TJ /TT1 1 Tf 0.0011 Tc 0.1261 Tw 7.0599 0 Td [(E)3(s)1(t)5(ud)6(o)-2(s de)8( \341)4(reas de fl)4(or)8(esta em re)8(gen)6(era\347\343)4(o )6(atr)8(av\351)8(s de i)4(m)2(age)8(ns )6(L)3(a)-2(nds)7(at)5(.)]TJ /TT0 1 Tf 0.1262 Tw 32.4731 0 Td [( S\343)8(o Jos\351 dos)13( )]TJ -0.0014 Tc 0.0209 Tw -39.5329 -1.1497 Td [(Ca)-7(m)10(pos. 104p. \(INPE-5987-T)]TJ -0.0001 Tc 0.0196 Tw 12.1138 0 Td [(DI/)8(5)-3(78\).Disse)7(rta\347\343o \(Mest)8(r)-2(ado em)11( Sensoria)]TJ -0.0003 Tc 0.0198 Tw 17.6228 0 Td [(mento Rem)11(o)-3(to\) - Instituto )6(Na)6(cional )6(de )]TJ 0.0018 Tw -29.7365 -1.1497 Td [(Pesquisas E)6(spa)6(ciais, 1996. )]TJ 0.0001 Tc 0.0253 Tw T* [(Ravan, S. )6(A. R)8(o)-3(y, P. )6(S.; Sharm)6(a)1(, C. M. Spa)7(ce re)]TJ -0.0016 Tc 0.027 Tw 19.6407 0 Td [(m)10(o)-5(te sen)-5(s)-2(in)-5(g)-5( for sp)-5(atial )6(v)-5(e)-1(g)-5(e)-1(tation)-5( ch)-5(aracterizatio)-5(n. )]TJ /TT1 1 Tf -0.0027 Tc 0.0282 Tw 21.1856 0 Td [(Jo)-6(urna)-6(l of)-5( )]TJ -0.0006 Tc 0 Tw -40.8264 -1.1497 Td (Bioscience)Tj /TT0 1 Tf 0.001 Tc -0.0055 Tw 4.4371 0 Td [(, v. 20, n. 30, p.)6( )-6(427-)5(4)4(38, 1995. )-6( )]TJ 0.0018 Tc 0.6704 Tw -4.4371 -1.7485 Td [(R)4(i)4(chard)5(s)2(o)5(n)-1(, )6(A. J. )6(Wi)4(eg)5(a)9(n)-1(d)5(, C)4(. L. )6(Di)4(st)4(i)4(n)-1(g)5(u)-1(i)4(s)2(hi)10(ng)5( veget)4(a)3(t)4(i)4(o)5(n )6(fr)6(om)13( soi)4(l)4( backg)5(r)6(ou)5(n)5(d)-1( i)4(n)5(fo)5(rm)13(ati)4(on.)6( )]TJ /TT1 1 Tf 0 Tc -0.0045 Tw 0 -1.1437 TD [(Photogr)7(a)-3(mme)7(tric )-6(Enginee)7(r)1(ing an)5(d Remote )-6(Sensin)5(g)]TJ /TT0 1 Tf -0.0022 Tc 0.0037 Tw 21.9042 0 Td [(, v. )6(43)-5(, )6(n)-5(.)2( 12)-5(, p. )6(1)-5(541)-5(-15)-5(5)1(2)-5(,)2( 197)-5(7. )6( )]TJ 0.0012 Tc 0.0662 Tw -21.9042 -1.7485 Td [(R)4(ouse)8(, J. )6(W.)6( )6(Haas, R)4(.)6( H)5(.;)4( S)7(c)2(hel)4(l)4(, J. )]TJ -0.0013 Tc 0.0627 Tw 14.8922 0 Td [(A.; Deering)-4(,)-3( D. W. Mo)-4(n)-4(itoring)-4( v)-4(e)5(g)-4(e)-1(tatio)-4(n)-4( )-6(system)10(s )-12(in)-4( )-6(th)-4(e )-6(great)7( )-6(p)-4(l)1(ain)-4(s)-1( with)-10( )]TJ 0.0687 Tw -14.8922 -1.1497 Td [(ERTS. In)-4(: Earth)-4( Resou)-4(r)-4(ces Tech)-4(no)-4(log)-4(y)2( Satellite)-7( -1)-4( Sym)10(p)-10(o)-4(s)-1(iu)-4(m)10( 3)-4(.)-3( )]TJ /TT1 1 Tf 0.0023 Tc 0 Tw 27.3293 0 Td [(Anai)11(s)]TJ /TT0 1 Tf 0.0008 Tc 0.0666 Tw 2.4431 0 Td [(. )6(W)-7(a)2(s)7(h)-2(in)4(gto)4(n)-2(,)5( D.C.: NA)4(SA)4(, Go)4(o)4(dda)8(r)5(t)9( )]TJ -0.0003 Tc 0.0018 Tw -29.7725 -1.1437 Td [(Space )6(Flight C)8(enter, Mar. )6(19)]TJ -0.0001 Tc -0.0044 Tw 11.8383 0 Td [(73. v. 1, )-6(p. 309-317. )-6( )]TJ -0.001 Tc 0.0324 Tw -11.8383 -1.7485 Td [(Sellers, P. J. )6(Veg)-4(etation)-4( cano)-4(p)-4(y)2( )6(sp)-4(ectral)7( )]TJ -0.0005 Tc 0.0319 Tw 16.7305 0 Td [(re)6(flectance a)6(n)-3(d biophysi)]TJ -0.0004 Tc 9.8144 0 Td [(cal processes. )6(In: )]TJ /TT1 1 Tf -0.0002 Tc 0.0256 Tw 7.1916 0 Td [(T)8(h)-1(e)7(o)-3(ry )-6(and ap)5(plicati)8(o)-3(ns of )]TJ 0.0009 Tc 0.0006 Tw -33.7365 -1.1497 Td [(opti)3(c)8(a)-2(l)3( rem)8(ote)8( sensi)3(n)6(g)]TJ /TT0 1 Tf -0.0014 Tc 0.0029 Tw 9.485 0 Td [(. )6(N)-4(e)5(w)-4( )6(Y)-4(o)2(r)-4(k)-4(:)7( John)-4( )6(W)-10(i)7(ley, 1)-4(989)-4(. Cap)-4(.)3( 8)-4(,)3( p. )6(2)-4(97-)-4(335)-4(. )6( )]TJ 0 Tc 0.0434 Tw -9.485 -1.7425 Td (Thales, M. 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