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Volumn 21, Issue 1, 2012, Pages 122-135

Evaluating SAR polarization modes at L-band for forest classification purposes in eastern Amazon, Brazil

Author keywords

Alos palsar; Eastern Amazon; Polarization modes; Secondary forest; Successional forest; SVM

Indexed keywords

ALOS; BACKSCATTER; DATA ACQUISITION; FOREST CLEARANCE; FOREST DYNAMICS; LANDSAT THEMATIC MAPPER; POLARIZATION; SATELLITE DATA; SECONDARY FOREST; SYNTHETIC APERTURE RADAR;

EID: 84872785178     PISSN: 15698432     EISSN: 1872826X     Source Type: Journal    
DOI: 10.1016/j.jag.2012.08.016     Document Type: Article
Times cited : (56)

References (69)
  • 1
    • 33947430126 scopus 로고    scopus 로고
    • Detecting deforestation with multitemporal L-band SAR imagery: a case study in western Brazilian Amazonia
    • Almeida, R., Rosenqvist, A., Shimabukuro, Y.E., Silva-Gomez, R., 2007. Detecting deforestation with multitemporal L-band SAR imagery: a case study in western Brazilian Amazonia. International Journal of Remote Sensing 28 (6), 1383-1390.
    • (2007) International Journal of Remote Sensing , vol.28 , Issue.6 , pp. 1383-1390
    • Almeida, R.1    Rosenqvist, A.2    Shimabukuro, Y.E.3    Silva-Gomez, R.4
  • 2
    • 0035892377 scopus 로고    scopus 로고
    • Cloud cover in Landsat observations of the Brazilian
    • Asner, G.P., 2001. Cloud cover in Landsat observations of the Brazilian. International Journal of Remote Sensing 22 (18), 3855-3862.
    • (2001) International Journal of Remote Sensing , vol.22 , Issue.18 , pp. 3855-3862
    • Asner, G.P.1
  • 3
    • 85121937705 scopus 로고    scopus 로고
    • Full polarimetric PALSAR-based land cover monitoring in Cambodia for implementation of REDD policies
    • doi:10.180/17538947.2011.620639
    • Avtar, R., Takeuchi, W., Sawada, H., 2012. Full polarimetric PALSAR-based land cover monitoring in Cambodia for implementation of REDD policies. International Journal of Digital Earth doi:10.180/17538947.2011.620639.
    • (2012) International Journal of Digital Earth
    • Avtar, R.1    Takeuchi, W.2    Sawada, H.3
  • 5
    • 79955702502 scopus 로고    scopus 로고
    • LIBSVM: a library for support vector machines
    • Software
    • Chang, C.C., Lin, C.C., 2011. LIBSVM: a library for support vector machines. ACM Transactions on Intelligent Systems and Technology 2 (3), 1-27, Software available at http://www.csie.ntu.tw/cjlin/libsvm
    • (2011) ACM Transactions on Intelligent Systems and Technology , vol.2 , Issue.3 , pp. 1-27
    • Chang, C.C.1    Lin, C.C.2
  • 6
    • 0030780622 scopus 로고    scopus 로고
    • An entropy based classification scheme for land applications of polarimetric SAR
    • Cloude, S.R., Pottier, E., 1997. An entropy based classification scheme for land applications of polarimetric SAR. IEEE Transactions on Geoscience and Remote Sensing 35 (1), 68-78.
    • (1997) IEEE Transactions on Geoscience and Remote Sensing , vol.35 , Issue.1 , pp. 68-78
    • Cloude, S.R.1    Pottier, E.2
  • 8
    • 33845962298 scopus 로고    scopus 로고
    • Satellite-based radar mapping of British forest age and Net Ecosystem Exchange using ERS tandem coherence
    • Drezet, P.M.L., Quegan, S., 2007. Satellite-based radar mapping of British forest age and Net Ecosystem Exchange using ERS tandem coherence. Forest Ecology and Management 238 (1-3), 65-80.
    • (2007) Forest Ecology and Management , vol.238 , Issue.1-3 , pp. 65-80
    • Drezet, P.M.L.1    Quegan, S.2
  • 9
    • 70449382765 scopus 로고    scopus 로고
    • Regional land cover mapping in the humid tropics using combined optical and SAR satellite data - a case study from Central Sulawesi
    • Erasmi, S., Twele, A., 2009. Regional land cover mapping in the humid tropics using combined optical and SAR satellite data - a case study from Central Sulawesi, Indonesia. International Journal of Remote Sensing 30 (10), 2465-2478.
    • (2009) Indonesia. International Journal of Remote Sensing , vol.30 , Issue.10 , pp. 2465-2478
    • Erasmi, S.1    Twele, A.2
  • 10
    • 41149165136 scopus 로고    scopus 로고
    • Amazon forest maintenance as a source of environmental services
    • Fearnside, P.M., 2008. Amazon forest maintenance as a source of environmental services. Anais da Academia Brasileira de Ciências 80 (1), 101-114.
    • (2008) Anais da Academia Brasileira de Ciências , vol.80 , Issue.1 , pp. 101-114
    • Fearnside, P.M.1
  • 11
    • 70349107930 scopus 로고    scopus 로고
    • Biomass and greenhouse-gas emissions from land-use change in Brazils Amazonian arc of deforestation: the states of Mato Grosso and Rondônia
    • Fearnside, P.M., Righi, C.A., Graça, P.M.L.A., Keizer, E.W.H., Cerri, C.C., Nogueira, E.M., Barbosa, R.I., 2009. Biomass and greenhouse-gas emissions from land-use change in Brazil's Amazonian "arc of deforestation": the states of Mato Grosso and Rondônia. Forest Ecology and Management 258 (9), 1968-1978.
    • (2009) Forest Ecology and Management , vol.258 , Issue.9 , pp. 1968-1978
    • Fearnside, P.M.1    Righi, C.A.2    Graça, P.M.L.A.3    Keizer, E.W.H.4    Cerri, C.C.5    Nogueira, E.M.6    Barbosa, R.I.7
  • 13
    • 0029769688 scopus 로고    scopus 로고
    • Identifying terrestrial carbon sinks: classification of successional stages in regenerating tropical forest from Landsat TM data
    • Foody, G.M., Palunbiskas, G., Lucas, R.M., Curran, P.J., Honzak, M., 1996. Identifying terrestrial carbon sinks: classification of successional stages in regenerating tropical forest from Landsat TM data. Remote Sensing of Environment 55 (3), 205-216.
    • (1996) Remote Sensing of Environment , vol.55 , Issue.3 , pp. 205-216
    • Foody, G.M.1    Palunbiskas, G.2    Lucas, R.M.3    Curran, P.J.4    Honzak, M.5
  • 15
    • 37648999681 scopus 로고    scopus 로고
    • Monitoring and estimating tropical forest carbon stocks: making REDD a reality
    • Gibbs, H.K., Brown, S., Nilesand, J.O., Foley, J.A., 2007. Monitoring and estimating tropical forest carbon stocks: making REDD a reality. Environmental Research Letters 2 (4), 1-13.
    • (2007) Environmental Research Letters , vol.2 , Issue.4 , pp. 1-13
    • Gibbs, H.K.1    Brown, S.2    Nilesand, J.O.3    Foley, J.A.4
  • 16
    • 35648930466 scopus 로고    scopus 로고
    • Land use/cover mapping with varied radar incidence angles and seasons
    • Haack, B., 2007. Land use/cover mapping with varied radar incidence angles and seasons. GIScience and Remote Sensing 44 (4), 305-319.
    • (2007) GIScience and Remote Sensing , vol.44 , Issue.4 , pp. 305-319
    • Haack, B.1
  • 17
    • 51149098745 scopus 로고    scopus 로고
    • Comparing annual MODIS and PRODES forest cover change data for advancing monitoring of Brazilian forest cover
    • Hansen, M.H., Shimabukuro, Y.E., Potapov, P., Pittman, K., 2008. Comparing annual MODIS and PRODES forest cover change data for advancing monitoring of Brazilian forest cover. Remote Sensing of Environment 112 (10), 3784-3793.
    • (2008) Remote Sensing of Environment , vol.112 , Issue.10 , pp. 3784-3793
    • Hansen, M.H.1    Shimabukuro, Y.E.2    Potapov, P.3    Pittman, K.4
  • 18
    • 0033876572 scopus 로고    scopus 로고
    • Land cover type and biomass classification using AirSAR data for evaluation of monitoring scenarios in the Colombian Amazon
    • Hoekman, D.H., Quiñones, M.J., 2000. Land cover type and biomass classification using AirSAR data for evaluation of monitoring scenarios in the Colombian Amazon. IEEE Transactions on Geoscience and Remote Sensing 38 (2), 685-696.
    • (2000) IEEE Transactions on Geoscience and Remote Sensing , vol.38 , Issue.2 , pp. 685-696
    • Hoekman, D.H.1    Quiñones, M.J.2
  • 19
    • 38249036663 scopus 로고
    • Characterizing forest stands with multi-incidence angle and multi-polarized SAR data
    • Hoffer, R.M., Lozano-Garcia, D.F., Gillespie, D.D., 1987. Characterizing forest stands with multi-incidence angle and multi-polarized SAR data. Advances in Space Research 7 (11), 309-312.
    • (1987) Advances in Space Research , vol.7 , Issue.11 , pp. 309-312
    • Hoffer, R.M.1    Lozano-Garcia, D.F.2    Gillespie, D.D.3
  • 21
    • 74449093469 scopus 로고    scopus 로고
    • Unsupervised classification of polarimetric SAR image with dynamic clustering: an image processing approach
    • Ince, T., 2010. Unsupervised classification of polarimetric SAR image with dynamic clustering: an image processing approach. Advances in Engineering Software 41 (4), 636-646.
    • (2010) Advances in Engineering Software , vol.41 , Issue.4 , pp. 636-646
    • Ince, T.1
  • 22
    • 84855894016 scopus 로고    scopus 로고
    • Evolutionary RBF classifier for polarimetric SAR images
    • Ince, T., Kiranyaz, S., Gabbouj, M., 2012. Evolutionary RBF classifier for polarimetric SAR images. Expert Systems with Applications 39 (5), 4710-4717.
    • (2012) Expert Systems with Applications , vol.39 , Issue.5 , pp. 4710-4717
    • Ince, T.1    Kiranyaz, S.2    Gabbouj, M.3
  • 23
    • 84872798378 scopus 로고    scopus 로고
    • Instituto Nacional de Pesquisas Espaciais Monitoring of the Brazilian Amazon Forest by Satellite 1988-2008. INPE, São José dos Campos
    • Instituto Nacional de Pesquisas Espaciais, 2008. Monitoring of the Brazilian Amazon Forest by Satellite, 1988-2008. INPE, São José dos Campos, Available at http://www.obt.inpe.br/prodes/
    • (2008)
  • 24
    • 0031451574 scopus 로고    scopus 로고
    • Operational remote sensing of tropospheric aerosol over land from EOS moderate resolution imaging spectroradiometer
    • Kaufman, Y.J., Tanré, D., Remer, L.A., Vermote, E.F., Chu, A., Holben, B.N., 1997. Operational remote sensing of tropospheric aerosol over land from EOS moderate resolution imaging spectroradiometer. Journal of Geophysical Research 102 (D14), 17051-17067, http://dx.doi.org/10.1029/96JD03988.
    • (1997) Journal of Geophysical Research , vol.102 , Issue.D 14 , pp. 17051-17067
    • Kaufman, Y.J.1    Tanré, D.2    Remer, L.A.3    Vermote, E.F.4    Chu, A.5    Holben, B.N.6
  • 26
    • 78650304058 scopus 로고    scopus 로고
    • Shifting cultivation, forest fallow, and externalities in ecosystem services: evidence from the Eastern Amazon
    • Klemick, H., 2011. Shifting cultivation, forest fallow, and externalities in ecosystem services: evidence from the Eastern Amazon. Journal of Environmental Economics and Management 61 (1), 95-106.
    • (2011) Journal of Environmental Economics and Management , vol.61 , Issue.1 , pp. 95-106
    • Klemick, H.1
  • 27
    • 0034038576 scopus 로고    scopus 로고
    • The study of ERS-1 SAR and Landsat TM synergism for land use classification
    • Kuplich, T.M., Freitas, C.C., Soares, J.V., 2000. The study of ERS-1 SAR and Landsat TM synergism for land use classification. International Journal of Remote Sensing 21 (10), 2101-2111.
    • (2000) International Journal of Remote Sensing , vol.21 , Issue.10 , pp. 2101-2111
    • Kuplich, T.M.1    Freitas, C.C.2    Soares, J.V.3
  • 28
    • 33748789587 scopus 로고    scopus 로고
    • Classifying regenerating forest stages in Amazônia using remotely sensed images and a neural network
    • Kuplich, T.M., 2006. Classifying regenerating forest stages in Amazônia using remotely sensed images and a neural network. Forest Ecology and Management 234 (1-3), 1-9.
    • (2006) Forest Ecology and Management , vol.234 , Issue.1-3 , pp. 1-9
    • Kuplich, T.M.1
  • 29
    • 84864501554 scopus 로고    scopus 로고
    • Integration of carbon conservation into sustainable forest management using high resolution satellite imagery: a case study in Sabah Malaysian Borneo
    • Langner, A., Samejima, H., Ong, R.C., Titin, J., Kitayama, K., 2012. Integration of carbon conservation into sustainable forest management using high resolution satellite imagery: a case study in Sabah, Malaysian Borneo. International Journal of Applied Earth Observation and Geoinformation 18, 305-312.
    • (2012) International Journal of Applied Earth Observation and Geoinformation , vol.18 , pp. 305-312
    • Langner, A.1    Samejima, H.2    Ong, R.C.3    Titin, J.4    Kitayama, K.5
  • 35
    • 0035510570 scopus 로고    scopus 로고
    • Quantitative comparison of classification capability: fully polarimetric versus dual and single-polarization SAR
    • Lee, J.S., Grunes, M.R., Pottier, E., 2001. Quantitative comparison of classification capability: fully polarimetric versus dual and single-polarization SAR. IEEE Transactions on Geoscience and Remote Sensing 39 (11), 2343-2351.
    • (2001) IEEE Transactions on Geoscience and Remote Sensing , vol.39 , Issue.11 , pp. 2343-2351
    • Lee, J.S.1    Grunes, M.R.2    Pottier, E.3
  • 37
    • 78650126256 scopus 로고    scopus 로고
    • Spectral variability and discrimination assessment in a tropical peat swamp landscape using CHRIS/PROBA data
    • Liesenberg, V., Boehm, H.D.V., Gloaguen, R., 2010. Spectral variability and discrimination assessment in a tropical peat swamp landscape using CHRIS/PROBA data. GIScience and Remote Sensing 47 (4), 541-564.
    • (2010) GIScience and Remote Sensing , vol.47 , Issue.4 , pp. 541-564
    • Liesenberg, V.1    Boehm, H.D.V.2    Gloaguen, R.3
  • 38
    • 50149095980 scopus 로고    scopus 로고
    • Parameter determination of support vector machine and feature selection using simulated annealing approach
    • Lin, S.W., Lee, Z.J., Chen, S.C., Tseng, T.Y., 2008. Parameter determination of support vector machine and feature selection using simulated annealing approach. Applied Soft Computing 8 (4), 1505-1512.
    • (2008) Applied Soft Computing , vol.8 , Issue.4 , pp. 1505-1512
    • Lin, S.W.1    Lee, Z.J.2    Chen, S.C.3    Tseng, T.Y.4
  • 41
    • 0041973785 scopus 로고    scopus 로고
    • Classification of successional forest stages in the Brazilian Amazon basin
    • Lu, D., Mausel, P., Brondízio, E., Moran, E., 2003. Classification of successional forest stages in the Brazilian Amazon basin. Forest Ecology and Management 181 (3), 301-312.
    • (2003) Forest Ecology and Management , vol.181 , Issue.3 , pp. 301-312
    • Lu, D.1    Mausel, P.2    Brondízio, E.3    Moran, E.4
  • 42
    • 3543150133 scopus 로고    scopus 로고
    • Relationships between forest stand parameters and Landsat TM spectral responses in the Brazilian Amazon Basin
    • Lu, D., Mausel, P., Brondǐi{dotless}zio, E., Moran, E., 2004. Relationships between forest stand parameters and Landsat TM spectral responses in the Brazilian Amazon Basin. Forest Ecology and Management 198 (1-3), 149-167.
    • (2004) Forest Ecology and Management , vol.198 , Issue.1-3 , pp. 149-167
    • Lu, D.1    Mausel, P.2    Brondǐizio, E.3    Moran, E.4
  • 43
    • 20544472154 scopus 로고    scopus 로고
    • Integration of vegetation inventory data and Landsat TM image for vegetation classification in Western Brazilian Amazon
    • Lu, D., 2005. Integration of vegetation inventory data and Landsat TM image for vegetation classification in Western Brazilian Amazon. Forest Ecology and Management 213 (1-3), 369-383.
    • (2005) Forest Ecology and Management , vol.213 , Issue.1-3 , pp. 369-383
    • Lu, D.1
  • 44
    • 80052646915 scopus 로고    scopus 로고
    • A comparison of multisensor integration methods for land cover classification in the Brazilian Amazon
    • Lu, D., Li, G., Moran, E., Dutra, L., Batistella, M., 2011. A comparison of multisensor integration methods for land cover classification in the Brazilian Amazon. GIScience and Remote Sensing 48 (3), 345-370.
    • (2011) GIScience and Remote Sensing , vol.48 , Issue.3 , pp. 345-370
    • Lu, D.1    Li, G.2    Moran, E.3    Dutra, L.4    Batistella, M.5
  • 45
    • 0033810997 scopus 로고    scopus 로고
    • Mapping the regional extent of tropical forest regeneration stages in the Brazilian Legal Amazon using NOAA AVHRR data
    • Lucas, R.M., Honzák, M., Curran, P.J., Foody, G.M., Milnes, R., Brown, T., Amaral, S., 2000. Mapping the regional extent of tropical forest regeneration stages in the Brazilian Legal Amazon using NOAA AVHRR data. International Journal of Remote Sensing 21 (15), 2855-2881.
    • (2000) International Journal of Remote Sensing , vol.21 , Issue.15 , pp. 2855-2881
    • Lucas, R.M.1    Honzák, M.2    Curran, P.J.3    Foody, G.M.4    Milnes, R.5    Brown, T.6    Amaral, S.7
  • 49
    • 78149271660 scopus 로고    scopus 로고
    • Analysis of structural parameters of forest typologies using L-band SAR data
    • Narvaes, I.S., Santos, J.R., Silva, A.Q., 2010. Analysis of structural parameters of forest typologies using L-band SAR data. Boletim de Ciências Geodésicas 16 (3), 475-489.
    • (2010) Boletim de Ciências Geodésicas , vol.16 , Issue.3 , pp. 475-489
    • Narvaes, I.S.1    Santos, J.R.2    Silva, A.Q.3
  • 50
    • 28544448628 scopus 로고    scopus 로고
    • Spatial modeling of primary and secondary forest growth in Amazonia
    • Neeff, T., 2005. Spatial modeling of primary and secondary forest growth in Amazonia. Forest Ecology and Management 219 (2-3), 149-168.
    • (2005) Forest Ecology and Management , vol.219 , Issue.2-3 , pp. 149-168
    • Neeff, T.1
  • 51
    • 24944446734 scopus 로고    scopus 로고
    • A growth model for secondary forest in Central Amazonia
    • Neeff, T., Santos, J.R., 2005. A growth model for secondary forest in Central Amazonia. Forest Ecology and Management 216 (1-3), 270-282.
    • (2005) Forest Ecology and Management , vol.216 , Issue.1-3 , pp. 270-282
    • Neeff, T.1    Santos, J.R.2
  • 53
    • 77951295936 scopus 로고    scopus 로고
    • Feature selection for classification of hyperspectral data by SVM
    • Pal, M., Foody, G.M., 2010. Feature selection for classification of hyperspectral data by SVM. IEEE Transactions on Geoscience and Remote Sensing 48 (5), 2297-2307.
    • (2010) IEEE Transactions on Geoscience and Remote Sensing , vol.48 , Issue.5 , pp. 2297-2307
    • Pal, M.1    Foody, G.M.2
  • 55
    • 0030613494 scopus 로고    scopus 로고
    • Mapping deforestation and secondary growth in Rondônia, Brazil, using imaging radar and Thematic Mapper data
    • Rignot, E., Salas, W.A., Skole, D.L., 1997. Mapping deforestation and secondary growth in Rondônia, Brazil, using imaging radar and Thematic Mapper data. Remote Sensing of Environment 59 (2), 167-179.
    • (1997) Remote Sensing of Environment , vol.59 , Issue.2 , pp. 167-179
    • Rignot, E.1    Salas, W.A.2    Skole, D.L.3
  • 57
    • 0037319812 scopus 로고    scopus 로고
    • The shuttle radar topography mission - a new class of digital elevation models acquired by spaceborne radar
    • Rabus, B., Eineder, M., Roth, A., Baler, R., 2003. The shuttle radar topography mission - a new class of digital elevation models acquired by spaceborne radar. ISPRS Journal of Photogrammetry and Remote Sensing 57 (4), 241-262.
    • (2003) ISPRS Journal of Photogrammetry and Remote Sensing , vol.57 , Issue.4 , pp. 241-262
    • Rabus, B.1    Eineder, M.2    Roth, A.3    Baler, R.4
  • 61
    • 4043137356 scopus 로고    scopus 로고
    • A tutorial on support vector regression
    • Smola, A.J., Schölkopf, B., 2004. A tutorial on support vector regression. Statistics and Computing 14 (3), 199-222.
    • (2004) Statistics and Computing , vol.14 , Issue.3 , pp. 199-222
    • Smola, A.J.1    Schölkopf, B.2
  • 62
  • 63
  • 64
    • 0032311233 scopus 로고    scopus 로고
    • Sensitivity of modeled C- and L-band radar backscatter to ground surface parameters in loblolly pine forest
    • Wang, Y., Day, J.L., Davis, F.W., 1998. Sensitivity of modeled C- and L-band radar backscatter to ground surface parameters in loblolly pine forest. Remote Sensing of Environment 66 (3), 331-342.
    • (1998) Remote Sensing of Environment , vol.66 , Issue.3 , pp. 331-342
    • Wang, Y.1    Day, J.L.2    Davis, F.W.3
  • 67
    • 77952322981 scopus 로고    scopus 로고
    • Retrieval of forest attributes in complex successional forest of Central Indonesia: modeling and estimation of bitemporal data
    • Wijaya, A., Liesenberg, V., Gloaguen, R., 2010. Retrieval of forest attributes in complex successional forest of Central Indonesia: modeling and estimation of bitemporal data. Forest Ecology and Management 259 (12), 2315-2326.
    • (2010) Forest Ecology and Management , vol.259 , Issue.12 , pp. 2315-2326
    • Wijaya, A.1    Liesenberg, V.2    Gloaguen, R.3


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