메뉴 건너뛰기




Volumn 7, Issue 9, 2015, Pages 12160-12191

Comparative analysis of MODIS time-series classification using support vector machines and methods based upon distance and similarity measures in the brazilian cerrado-caatinga boundary

Author keywords

Caatinga; Cerrado; Euclidian distance measure; MODIS; Spectral angle mapper; Spectral correlation mapper

Indexed keywords

LAND USE; RADIOMETERS; SUPPORT VECTOR MACHINES; TIME SERIES; VEGETATION;

EID: 84942532243     PISSN: None     EISSN: 20724292     Source Type: Journal    
DOI: 10.3390/rs70912160     Document Type: Article
Times cited : (43)

References (101)
  • 1
    • 79958004726 scopus 로고    scopus 로고
    • The diversification of Eastern South American open vegetation biomes: Historical biogeography and perspectives
    • Werneck, F.P. The diversification of Eastern South American open vegetation biomes: Historical biogeography and perspectives. Quat. Sci. Rev. 2011, 30, 1630-1648.
    • (2011) Quat. Sci. Rev. , vol.30 , pp. 1630-1648
    • Werneck, F.P.1
  • 2
    • 77952925230 scopus 로고    scopus 로고
    • Contribution to the discussions on the origin of the Cerrado biome: Brazilian savanna
    • Pinheiro, M.H.O.; MONTEIRO, R. Contribution to the discussions on the origin of the Cerrado biome: Brazilian savanna. Braz. J. Biol. 2010, 70, 95-102.
    • (2010) Braz. J. Biol. , vol.70 , pp. 95-102
    • Pinheiro, M.H.O.1    Monteiro, R.2
  • 3
    • 73349144064 scopus 로고    scopus 로고
    • Woody plant diversity, evolution, and ecology in the tropics: Perspectives from seasonally dry tropical forests
    • Pennigton, R.T.; Lavin, M.; Oliveira-Filho, A. Woody plant diversity, evolution, and ecology in the tropics: Perspectives from seasonally dry tropical forests. Annu. Rev. Evol. Sust. 2009, 40, 437-457.
    • (2009) Annu. Rev. Evol. Sust. , vol.40 , pp. 437-457
    • Pennigton, R.T.1    Lavin, M.2    Oliveira-Filho, A.3
  • 4
    • 12944286383 scopus 로고    scopus 로고
    • Confronting a biome crisis: Global disparities of habitat loss and protection
    • Hoekstra, J.M.; Boucher, T.M.; Ricketts, T.H.; Roberts, C. Confronting a biome crisis: Global disparities of habitat loss and protection. Ecol. Lett. 2005, 8, 23-29.
    • (2005) Ecol. Lett. , vol.8 , pp. 23-29
    • Hoekstra, J.M.1    Boucher, T.M.2    Ricketts, T.H.3    Roberts, C.4
  • 5
    • 71649094847 scopus 로고    scopus 로고
    • Extent and conservation of tropical dry forests in the Americas
    • Portillo-Quintero, C.A.; Sánchez-Azofeifa, G.A. Extent and conservation of tropical dry forests in the Americas. Biol. Cons. 2010, 143, 144-155.
    • (2010) Biol. Cons. , vol.143 , pp. 144-155
    • Portillo-Quintero, C.A.1    Sánchez-Azofeifa, G.A.2
  • 6
    • 84862674505 scopus 로고    scopus 로고
    • Land use change detection for environmental management: Using multi-temporal, satellite data in the Apodi Vallery of northeastern Brazil
    • Boori, M.S.; Amaro, V.E. Land use change detection for environmental management: Using multi-temporal, satellite data in the Apodi Vallery of northeastern Brazil. Appl. GIS 2010, 6, 1-15.
    • (2010) Appl. GIS , vol.6 , pp. 1-15
    • Boori, M.S.1    Amaro, V.E.2
  • 7
    • 84942537145 scopus 로고    scopus 로고
    • Monitoramento do Bioma Caatinga 2008-2009
    • MMA: Brasilia, Brazil
    • Ministério do Meio Ambiente (MMA), Instituto Brasileiro do Meio Ambiente e dos Recursos Naturais Renováveis (IBAMA). Monitoramento do Bioma Caatinga 2008-2009. In Monitoramento dos Desmatamentos nos Biomas Brasileiros por Satélite; MMA: Brasilia, Brazil, 2011; pp. 1-46.
    • (2011) Monitoramento dos Desmatamentos nos Biomas Brasileiros por Satélite , pp. 1-46
  • 9
    • 55249109403 scopus 로고    scopus 로고
    • Dynamic changes in savanna and seasonally dry vegetation through time
    • Furley, P.A.; Metcalfe, S.E. Dynamic changes in savanna and seasonally dry vegetation through time. Prog. Phys. Geog. 2007, 31, 633-642.
    • (2007) Prog. Phys. Geog. , vol.31 , pp. 633-642
    • Furley, P.A.1    Metcalfe, S.E.2
  • 10
    • 79551521467 scopus 로고    scopus 로고
    • Revisiting the historical distribution of seasonally dry tropical forests: New insights based on palaeodistribution modelling and palynological evidence
    • Werneck, F.P.; Costa, G.C.; Colli, G.R.; Prado, D.E.; Sites, J.W., Jr. Revisiting the historical distribution of seasonally dry tropical forests: New insights based on palaeodistribution modelling and palynological evidence. Global Ecol. Biogeogr. 2011, 20, 272-288.
    • (2011) Global Ecol. Biogeogr. , vol.20 , pp. 272-288
    • Werneck, F.P.1    Costa, G.C.2    Colli, G.R.3    Prado, D.E.4    Sites, J.W.5
  • 13
    • 80051730957 scopus 로고    scopus 로고
    • Phenological characterization of desert sky Island vegetation communities with remotely sensed and climate time series data
    • Van Leeuwen, W.J.; Davison, J.E.; Casady, G.M.; Marsh, S.E. Phenological characterization of desert sky Island vegetation communities with remotely sensed and climate time series data. Remote Sens. 2010, 2, 388-415.
    • (2010) Remote Sens. , vol.2 , pp. 388-415
    • Van Leeuwen, W.J.1    Davison, J.E.2    Casady, G.M.3    Marsh, S.E.4
  • 14
    • 84888805948 scopus 로고    scopus 로고
    • Distribution and variation of forests in China from 2001 to 2011: A study based on remotely sensed data
    • Zhao, X.; Xu, P.; Zhou, T.; Li, Q.; Wu, D. Distribution and variation of forests in China from 2001 to 2011: A study based on remotely sensed data. Remote Sens. Environ. 2013, 4, 632-649.
    • (2013) Remote Sens. Environ. , vol.4 , pp. 632-649
    • Zhao, X.1    Xu, P.2    Zhou, T.3    Li, Q.4    Wu, D.5
  • 15
    • 84870688761 scopus 로고    scopus 로고
    • Monitoring biennial bearing effect on coffee yield using MODIS remote sensing imagery
    • Bernardes, T.; Moreira, M.A.; Adami, M.; Giarolla, A.; Rudorff, B.F.T. Monitoring biennial bearing effect on coffee yield using MODIS remote sensing imagery. Remote Sens. 2012, 4, 2492-2509.
    • (2012) Remote Sens. , vol.4 , pp. 2492-2509
    • Bernardes, T.1    Moreira, M.A.2    Adami, M.3    Giarolla, A.4    Rudorff, B.F.T.5
  • 16
    • 84897489958 scopus 로고    scopus 로고
    • Characterization of the agriculture occupation in the Cerrado biome using MODIS time-series
    • Couto Júnior, A.F.; de Carvalho Júnior, O.A.; Martins, E.S.; Vasconcelos, V. Characterization of the agriculture occupation in the Cerrado biome using MODIS time-series. Rev. Bras. Geofis. 2013, 31, 393-402.
    • (2013) Rev. Bras. Geofis. , vol.31 , pp. 393-402
    • Couto Júnior, A.F.1    de Carvalho, O.A.2    Martins, E.S.3    Vasconcelos, V.4
  • 17
    • 38049035787 scopus 로고    scopus 로고
    • Wavelet analysis of MODIS time series to detect expansion and intensification of row-crop agriculture in Brazil
    • Galford, G.; Mustard, J.F.; Melillo, J.; Gendrin, A.; Cerri, C.C.; Cerri, C.E.P. Wavelet analysis of MODIS time series to detect expansion and intensification of row-crop agriculture in Brazil. Remote Sens. Environ. 2008, 112, 576-587.
    • (2008) Remote Sens. Environ. , vol.112 , pp. 576-587
    • Galford, G.1    Mustard, J.F.2    Melillo, J.3    Gendrin, A.4    Cerri, C.C.5    Cerri, C.E.P.6
  • 18
    • 84862796316 scopus 로고    scopus 로고
    • Winter wheat area estimation from MODIS-EVI time series data using the crop proportion phenology index
    • Pan, Y.; Li, L.; Zhang, J.; Liang, S.; Zhu, X.; Sulla-Menashe, D. Winter wheat area estimation from MODIS-EVI time series data using the crop proportion phenology index. Remote Sens. Environ. 2012, 119, 232-242.
    • (2012) Remote Sens. Environ. , vol.119 , pp. 232-242
    • Pan, Y.1    Li, L.2    Zhang, J.3    Liang, S.4    Zhu, X.5    Sulla-Menashe, D.6
  • 20
    • 84873203492 scopus 로고    scopus 로고
    • Biophysical properties of cultivated pastures in the Brazilian savanna biome: An analysis in the spatial-temporal domains based on ground and satellite data
    • Ferreira, L.G.; Fernandez, L.E.; Sano, E.E.; Field, C.; Sousa, S.B.; Arantes, A.E.; Araújo, F.M. Biophysical properties of cultivated pastures in the Brazilian savanna biome: An analysis in the spatial-temporal domains based on ground and satellite data. Remote Sens. 2013, 5, 307-326.
    • (2013) Remote Sens. , vol.5 , pp. 307-326
    • Ferreira, L.G.1    Fernandez, L.E.2    Sano, E.E.3    Field, C.4    Sousa, S.B.5    Arantes, A.E.6    Araújo, F.M.7
  • 21
    • 84872356938 scopus 로고    scopus 로고
    • Calibration of a species-specific spectral vegetation index for leaf area index (LAI) monitoring: Example with MODIS reflectance time-series on eucalyptus plantations
    • Le Maire, G.; Marsden, C.; Nouvellon, Y.; Stape, J.L.; Ponzoni, F.J. Calibration of a species-specific spectral vegetation index for leaf area index (LAI) monitoring: Example with MODIS reflectance time-series on eucalyptus plantations. Remote Sens. 2012, 4, 3766-3780.
    • (2012) Remote Sens. , vol.4 , pp. 3766-3780
    • Le Maire, G.1    Marsden, C.2    Nouvellon, Y.3    Stape, J.L.4    Ponzoni, F.J.5
  • 23
    • 79954739964 scopus 로고    scopus 로고
    • On the suitability of MODIS time series metrics to map vegetation types in dry savana ecosystems: A case study in the Kalahari of NE Namibia
    • Hüttich, C.; Gessner, U.; Herold, M.; Strohbach, B.J.; Schimidt, M.; Keil, M.; Dech, S. On the suitability of MODIS time series metrics to map vegetation types in dry savana ecosystems: A case study in the Kalahari of NE Namibia. Remote Sens. 2009, 1, 620-643.
    • (2009) Remote Sens. , vol.1 , pp. 620-643
    • Hüttich, C.1    Gessner, U.2    Herold, M.3    Strohbach, B.J.4    Schimidt, M.5    Keil, M.6    Dech, S.7
  • 24
    • 84943576565 scopus 로고    scopus 로고
    • Cultivating the dry forests of South America: Diversity of land users and imprints on ecosystem functioning
    • Baldi, G.; Houspanossian, J.; Murray, F.; Rosales, A.A.; Rueda, C.V.; Jobbágy, E.G. Cultivating the dry forests of South America: Diversity of land users and imprints on ecosystem functioning. J. Arid. Environ. 2014, doi: 10. 1016/j.jaridenv.2014.05.027.
    • (2014) J. Arid. Environ.
    • Baldi, G.1    Houspanossian, J.2    Murray, F.3    Rosales, A.A.4    Rueda, C.V.5    Jobbágy, E.G.6
  • 25
    • 84880277681 scopus 로고    scopus 로고
    • Monitoring deforestation with MODIS active fires in neotropical dry forests: An analysis of local-scale assessments in Mexico, Brazil and Bolivia
    • Portillo-Quintero, C.A.; Sánchez-Azofeifa, G.A.; Espírito-Santo, M.M. Monitoring deforestation with MODIS active fires in neotropical dry forests: An analysis of local-scale assessments in Mexico, Brazil and Bolivia. J. Arid Environ. 2013, 97, 150-159.
    • (2013) J. Arid Environ. , vol.97 , pp. 150-159
    • Portillo-Quintero, C.A.1    Sánchez-Azofeifa, G.A.2    Espírito-Santo, M.M.3
  • 27
    • 84942537146 scopus 로고    scopus 로고
    • Banco de Dados Meteorológicos para Ensino e Pesquisa (BDMEP), accessed on 21 April
    • Instituto Nacional de Meteorologia (INMET). Banco de Dados Meteorológicos para Ensino e Pesquisa (BDMEP). Available online: http://www.inmet.gov.br (accessed on 21 April 2015).
    • (2015)
  • 28
    • 84942537147 scopus 로고    scopus 로고
    • A geomorfologia do Planalto do Espinhaço setentrional avaliada para a implantação de barragem: A UHE de Irapé-MG
    • Saadi, A.; Magalhães Júnior, A.P. A geomorfologia do Planalto do Espinhaço setentrional avaliada para a implantação de barragem: A UHE de Irapé-MG. Geonomos 1997, 5, 9-14.
    • (1997) Geonomos , vol.5 , pp. 9-14
    • Saadi, A.1    Magalhães, A.P.2
  • 30
    • 84879291396 scopus 로고    scopus 로고
    • Three New Species of Mimosa (Leguminosae) from Minas Gerais, Brazil
    • Dutra, V.F.; Garcia, F.C.P. Three New Species of Mimosa (Leguminosae) from Minas Gerais, Brazil. Syst. Botany 2013, 38, 398-405.
    • (2013) Syst. Botany , vol.38 , pp. 398-405
    • Dutra, V.F.1    Garcia, F.C.P.2
  • 31
    • 75949128608 scopus 로고    scopus 로고
    • Can campo rupestre vegetation be floristically delimited based on vascular plant genera?
    • Alves, R.J.V., Kolbek, J. Can campo rupestre vegetation be floristically delimited based on vascular plant genera? Plant Ecol. 2010, 207, 67-79.
    • (2010) Plant Ecol. , vol.207 , pp. 67-79
    • Alves, R.J.V.1    Kolbek, J.2
  • 32
    • 80052400709 scopus 로고    scopus 로고
    • Areas of endemismo in the Espinhaço Range in Minas Gerais, Brazil
    • Echternacht, L.; Trovó, M.; Oliveira, C.T.; Pirani, J.R. Areas of endemismo in the Espinhaço Range in Minas Gerais, Brazil. Flora 2011, 206, 782-791.
    • (2011) Flora , vol.206 , pp. 782-791
    • Echternacht, L.1    Trovó, M.2    Oliveira, C.T.3    Pirani, J.R.4
  • 34
    • 84870750769 scopus 로고    scopus 로고
    • Fitofisionomia da Caatinga associada à Cadeia do Espinha9o
    • Zappi, D. Fitofisionomia da Caatinga associada à Cadeia do Espinha9o. Megadiversidade 2008, 4, 34-38.
    • (2008) Megadiversidade , vol.4 , pp. 34-38
    • Zappi, D.1
  • 35
    • 84942537148 scopus 로고    scopus 로고
    • Sistema IBGE de Recupera9äo Eletrönica (SIDRA), accessed on 29 August
    • Instituto Brasileiro de Geografia e Estatística (IBGE). Sistema IBGE de Recupera9äo Eletrönica (SIDRA). Available online: http://www.sidra.ibge.gov.br (accessed on 29 August 2014).
    • (2014)
  • 37
    • 34147129231 scopus 로고    scopus 로고
    • Floristic richness and similarity of eight forest remnants in the north of Minas Gerais state, Brazil
    • Dos Santos, R.M.; Vieira, F.A.; Fagundes, M.; Nunes, Y.R.F.; Gusmäo, F. Floristic richness and similarity of eight forest remnants in the north of Minas Gerais state, Brazil. Rev. Arvore 2007, 31, 135-144.
    • (2007) Rev. Arvore , vol.31 , pp. 135-144
    • Dos Santos, R.M.1    Vieira, F.A.2    Fagundes, M.3    Nunes, Y.R.F.4    Gusmäo, F.5
  • 39
    • 0036846393 scopus 로고    scopus 로고
    • Overview of the radiometric and biophysical performance of the MODIS vegetation indices
    • Huete, A.; Didan, K.; Miura, T.; Rodriguez, E.P.; Gao, X.; Ferreira, L.G. Overview of the radiometric and biophysical performance of the MODIS vegetation indices. Remote Sens. Environ. 2002, 83, 195-213.
    • (2002) Remote Sens. Environ. , vol.83 , pp. 195-213
    • Huete, A.1    Didan, K.2    Miura, T.3    Rodriguez, E.P.4    Gao, X.5    Ferreira, L.G.6
  • 41
    • 34447567408 scopus 로고    scopus 로고
    • Analysis of the seasonal dynamics and spectral separability of some savanna physiognomies with vegetation indices derived from MODIS/TERRA and AQUA
    • Lisenberg, V.; Ponzoni, F.J.; Galväo, L.S. Analysis of the seasonal dynamics and spectral separability of some savanna physiognomies with vegetation indices derived from MODIS/TERRA and AQUA. Rev. Arvore 2007, 31, 295-305.
    • (2007) Rev. Arvore , vol.31 , pp. 295-305
    • Lisenberg, V.1    Ponzoni, F.J.2    Galväo, L.S.3
  • 43
    • 36749045746 scopus 로고    scopus 로고
    • Identifica9äo regional da floresta decidual na bacia do rio Paranä a partir da análise multitemporal de imagens MODIS
    • De Carvalho Júnior, O.A.; Hermuche, P.M.; Guimaräes, R.F. Identifica9äo regional da floresta decidual na bacia do rio Paranä a partir da análise multitemporal de imagens MODIS. Rev. Bras. Geofis. 2006, 24, 319-332.
    • (2006) Rev. Bras. Geofis. , vol.24 , pp. 319-332
    • De Carvalho, O.A.1    Hermuche, P.M.2    Guimaräes, R.F.3
  • 45
    • 0042553279 scopus 로고
    • Smoothinbg and differentiation of data by simplified least squares procedures
    • Savitzky, A.; Golay, M.J.E. Smoothinbg and differentiation of data by simplified least squares procedures. Anal. Chem. 1964, 36, 1627-1639.
    • (1964) Anal. Chem. , vol.36 , pp. 1627-1639
    • Savitzky, A.1    Golay, M.J.E.2
  • 46
    • 0019624867 scopus 로고
    • Some statistical properties of median filters
    • Ataman, E.; Aatre, V.K.; Wong, K.M. Some statistical properties of median filters. IEEE T. Acoust. Speech 1981, 29, 1073-1075.
    • (1981) IEEE T. Acoust. Speech , vol.29 , pp. 1073-1075
    • Ataman, E.1    Aatre, V.K.2    Wong, K.M.3
  • 48
    • 85032764520 scopus 로고    scopus 로고
    • What is a Savitzky-Golay filter?
    • Schefer, R.W. What is a Savitzky-Golay filter? IEEE Signal Process. Mag. 2011, 28, 111-117.
    • (2011) IEEE Signal Process. Mag. , vol.28 , pp. 111-117
    • Schefer, R.W.1
  • 49
    • 2942739366 scopus 로고    scopus 로고
    • A simple method for reconstructing a high-quality NDVI time-series data set based on the Savitzky-Golay filter
    • Chen, J.; Jönsson, P.; Tamura, M.; Gu, Z.; Matsushita, B.; Eklundh, L. A simple method for reconstructing a high-quality NDVI time-series data set based on the Savitzky-Golay filter. Remote Sens. Environ. 2004, 91, 332-334.
    • (2004) Remote Sens. Environ. , vol.91 , pp. 332-334
    • Chen, J.1    Jönsson, P.2    Tamura, M.3    Gu, Z.4    Matsushita, B.5    Eklundh, L.6
  • 50
    • 84896917658 scopus 로고    scopus 로고
    • Mapping crop cycles in China using MODIS-EVI time series
    • Li, L.; Friedl, M.A.; Xin, Q.; Gray, J.; Pan, Y.; Frolking, S. Mapping crop cycles in China using MODIS-EVI time series. Remote Sens. 2014, 6, 2473-2493.
    • (2014) Remote Sens. , vol.6 , pp. 2473-2493
    • Li, L.1    Friedl, M.A.2    Xin, Q.3    Gray, J.4    Pan, Y.5    Frolking, S.6
  • 51
    • 84874782058 scopus 로고    scopus 로고
    • Length of growing period over Africa: Variability and trends from 30 years of NDVI time series
    • Vrieling, A.; de Leeuw, J.; Said, M.Y. Length of growing period over Africa: Variability and trends from 30 years of NDVI time series. Remote Sens. 2013, 5, 982-1000.
    • (2013) Remote Sens. , vol.5 , pp. 982-1000
    • Vrieling, A.1    de Leeuw, J.2    Said, M.Y.3
  • 52
    • 84896958551 scopus 로고    scopus 로고
    • Comparison of eight techniques for reconstructing multi-satellite sensor time-series NDVI data sets in the Heihe River Basin, China
    • Geng, L.; Ma, M.; Wang, X.; Yu, W.; Jia, S.; Wang, H. Comparison of eight techniques for reconstructing multi-satellite sensor time-series NDVI data sets in the Heihe River Basin, China. Remote Sens. 2014, 6, 2024-2049.
    • (2014) Remote Sens. , vol.6 , pp. 2024-2049
    • Geng, L.1    Ma, M.2    Wang, X.3    Yu, W.4    Jia, S.5    Wang, H.6
  • 53
    • 84860508869 scopus 로고    scopus 로고
    • Inter-comparison of four models for smoothing satellite sensor time-series data to estimate vegetation phenology
    • Atkinson, P.M.; Jeganathan, C.; Dash, J.; Atzberger, C. Inter-comparison of four models for smoothing satellite sensor time-series data to estimate vegetation phenology. Remote Sens. Environ. 2012, 123, 400-417.
    • (2012) Remote Sens. Environ. , vol.123 , pp. 400-417
    • Atkinson, P.M.1    Jeganathan, C.2    Dash, J.3    Atzberger, C.4
  • 54
    • 84920050329 scopus 로고    scopus 로고
    • Spatio-temporal statistical methods for modelling land surface phenology
    • 1st ed.; Hudson, I.L., Keatley, M.R., Eds.; Springer: Dordrecht, Netherlands
    • De Beurs, K.M.; Henebry, G.M. Spatio-temporal statistical methods for modelling land surface phenology. In Phenological research, Methods for Environmental and Climate Change Analysis, 1st ed.; Hudson, I.L., Keatley, M.R., Eds.; Springer: Dordrecht, Netherlands, 2010; pp. 177-208.
    • (2010) Phenological research, Methods for Environmental and Climate Change Analysis , pp. 177-208
    • De Beurs, K.M.1    Henebry, G.M.2
  • 55
    • 56949107790 scopus 로고    scopus 로고
    • Noise reduction of NDVI time series: An empirical comparison of selected techniques
    • Hird, J.N.; McDermid G.J. Noise reduction of NDVI time series: An empirical comparison of selected techniques. Remote Sens. Environ. 2009, 113, 248-258.
    • (2009) Remote Sens. Environ. , vol.113 , pp. 248-258
    • Hird, J.N.1    McDermid, G.J.2
  • 57
    • 0042739634 scopus 로고    scopus 로고
    • Comparison of airborne hyperspectral data and EO-1 Hyperion for mineral mapping
    • Kruse, F.; Boardman, J.W.; Huntington, J.F. Comparison of airborne hyperspectral data and EO-1 Hyperion for mineral mapping. IEEE Trans. Geosci. Remote Sens. 2003, 41, 1388-1400.
    • (2003) IEEE Trans. Geosci. Remote Sens. , vol.41 , pp. 1388-1400
    • Kruse, F.1    Boardman, J.W.2    Huntington, J.F.3
  • 58
    • 0002081183 scopus 로고
    • Automating spectral unmixing of AVIRIS data using convex geometry concepts
    • Robert, O.G., Ed.; Jet Propulsion Laboratory Publication: Pasadena, CA, USA, 25-29 October
    • Boardman, J. W. Automating spectral unmixing of AVIRIS data using convex geometry concepts. In Summaries of the Fourth Annual JPL Airborne Geosciences Workshop; Robert, O.G., Ed.; Jet Propulsion Laboratory Publication: Pasadena, CA, USA, 25-29 October 1993; pp. 11-14.
    • (1993) Summaries of the Fourth Annual JPL Airborne Geosciences Workshop , pp. 11-14
    • Boardman, J.W.1
  • 59
    • 0028427066 scopus 로고
    • Minimum-volume transforms for remotely sensed data
    • Craig M. Minimum-volume transforms for remotely sensed data. IEEE Trans. Geosci. Remote Sens. 1994, 32, 542-552.
    • (1994) IEEE Trans. Geosci. Remote Sens. , vol.32 , pp. 542-552
    • Craig, M.1
  • 60
    • 80455155063 scopus 로고    scopus 로고
    • Analysis of imaging spectrometer data using n-dimensional geometry and a mixture-tuned matched filtering approach
    • Boardman, J.W.; Kruse, F.A. Analysis of imaging spectrometer data using n-dimensional geometry and a mixture-tuned matched filtering approach. IEEE Trans. Geosci. Remote Sens. 2011, 49, 4138-4152.
    • (2011) IEEE Trans. Geosci. Remote Sens. , vol.49 , pp. 4138-4152
    • Boardman, J.W.1    Kruse, F.A.2
  • 61
    • 0023854011 scopus 로고
    • A transformation for ordering multispectral data in terms of images quality with implications for noise removal
    • Green, A.A.; Berman, M.; Switzer, P.; Craig, M.D. A transformation for ordering multispectral data in terms of images quality with implications for noise removal. IEEE Trans. Geosci. Remote Sens. 1988, 26, 65-74.
    • (1988) IEEE Trans. Geosci. Remote Sens. , vol.26 , pp. 65-74
    • Green, A.A.1    Berman, M.2    Switzer, P.3    Craig, M.D.4
  • 62
    • 84942537149 scopus 로고    scopus 로고
    • Mapeamento da Cobertura Vegetal de Minas Gerais, accessed on 16 July
    • Instituto Estadual de Florestas de Minas Gerais (IEF). Mapeamento da Cobertura Vegetal de Minas Gerais. Available online: http://www.inventarioflorestal.mg.gov.br (accessed on 16 July 2014).
    • (2014)
  • 63
    • 85009347031 scopus 로고    scopus 로고
    • Maximum noise fraction method reveals detail in aerial gamma-ray surveys
    • Dickson, B.L.; Taylor, G.F. Maximum noise fraction method reveals detail in aerial gamma-ray surveys. Explor. Geophys. 2000, 31, 73-77.
    • (2000) Explor. Geophys. , vol.31 , pp. 73-77
    • Dickson, B.L.1    Taylor, G.F.2
  • 65
    • 0029753233 scopus 로고    scopus 로고
    • A method for manual endmember selection and spectral unmixing
    • Bateson, C.A.; Curtiss, B. A method for manual endmember selection and spectral unmixing, Remote Sens. Environ. 1996, 55, 229-243.
    • (1996) Remote Sens. Environ. , vol.55 , pp. 229-243
    • Bateson, C.A.1    Curtiss, B.2
  • 66
    • 0033890553 scopus 로고    scopus 로고
    • Endmember bundles: A new approach to incorporating endmember variability into spectral mixture analysis
    • Bateson, C.; Asner, G.P.; Wessman, C. Endmember bundles: A new approach to incorporating endmember variability into spectral mixture analysis. IEEE Trans. Geosci. Remote Sens. 2000, 38, 1083-1094.
    • (2000) IEEE Trans. Geosci. Remote Sens. , vol.38 , pp. 1083-1094
    • Bateson, C.1    Asner, G.P.2    Wessman, C.3
  • 67
    • 70350488509 scopus 로고    scopus 로고
    • A convex analysis-based minimum-volume enclosing simplex algorithm for hyperspectral unmixing
    • Chan, T.H.; Chi, C.Y.; Huang, Y.M.; Ma, W.K. A convex analysis-based minimum-volume enclosing simplex algorithm for hyperspectral unmixing. IEEE Trans. Signal Process. 2009, 57, 4418-4432.
    • (2009) IEEE Trans. Signal Process. , vol.57 , pp. 4418-4432
    • Chan, T.H.1    Chi, C.Y.2    Huang, Y.M.3    Ma, W.K.4
  • 68
  • 69
    • 0033310314 scopus 로고    scopus 로고
    • N-FINDER: An algorithm for fast autonomous spectral endmember determination in hyperspectral data
    • Imaging Spectrometry, Denver, CO, USA, October
    • Winter, M.E. N-FINDER: An algorithm for fast autonomous spectral endmember determination in hyperspectral data. In Proceedings of the SPIE 3753, Imaging Spectrometry, Denver, CO, USA, October 1999; pp. 266-277. doi:10.1117/12.366289.
    • (1999) Proceedings of the SPIE 3753 , pp. 266-277
    • Winter, M.E.1
  • 71
    • 0242446851 scopus 로고    scopus 로고
    • Spectral Correlation Mapper (SCM): An improving on the Spectral Angle Mapper (SAM)
    • Pasadena, CA, USA, 23-25 February
    • De Carvalho Júnior, O.A.; Meneses, P.R. Spectral Correlation Mapper (SCM): An improving on the Spectral Angle Mapper (SAM). In Proceedings of Ninth Annual JPL Airborne Earth Science Workshop, Pasadena, CA, USA, 23-25 February 2000; pp. 65-74.
    • (2000) Proceedings of Ninth Annual JPL Airborne Earth Science Workshop , pp. 65-74
    • De Carvalho, O.A.1    Meneses, P.R.2
  • 73
    • 84880415571 scopus 로고    scopus 로고
    • Radiometric normalization of temporal images combining automatic detection of pseudo-invariant features from the distance and similarity spectral measures, density scatterplot analysis, and robust regression
    • De Carvalho Júnior, O.A.; Guimarães, R.F.; Silva, N.C.; Gillespie, A.R.; Gomes, R.A.T.; Silva, C.R.; de Carvalho, A.P.F. Radiometric normalization of temporal images combining automatic detection of pseudo-invariant features from the distance and similarity spectral measures, density scatterplot analysis, and robust regression. Remote Sens. 2013, 5, 2763-2794.
    • (2013) Remote Sens. , vol.5 , pp. 2763-2794
    • De Carvalho, O.A.1    Guimarães, R.F.2    Silva, N.C.3    Gillespie, A.R.4    Gomes, R.A.T.5    Silva, C.R.6    de Carvalho, A.P.F.7
  • 75
    • 33847059431 scopus 로고    scopus 로고
    • Support vector machines-An introduction
    • 1st ed.; Wang, L. Ed.; Springer Science & Business Media: Heidelberg, Germany
    • Kecman, V. Support vector machines-An introduction. In Support Vector Machines: Theory and Applications, 1st ed.; Wang, L. Ed.; Springer Science & Business Media: Heidelberg, Germany, 2005; pp. 1-47.
    • (2005) Support Vector Machines: Theory and Applications , pp. 1-47
    • Kecman, V.1
  • 76
    • 80054735156 scopus 로고    scopus 로고
    • Support vector machines
    • 1st ed.; Maimon, O., Rokach, L., Eds.; Springer: USA
    • Shmilovici, A. Support vector machines. In Data Mining and Knowledge Discovery Handbook, 1st ed.; Maimon, O., Rokach, L., Eds.; Springer: USA, 2005; pp. 257-276.
    • (2005) Data Mining and Knowledge Discovery Handbook , pp. 257-276
    • Shmilovici, A.1
  • 78
    • 47749087283 scopus 로고    scopus 로고
    • Kernel Discriminant Learning with Application to Face Recognition
    • 1st ed.; Wang, L., Ed.; Springer Science & Business Media: Heidelberg, Germany
    • Lu, J.; Plataniotis, K.N.; Venetsanopoulos, A.N. Kernel Discriminant Learning with Application to Face Recognition. In Support Vector Machines: Theory and Applications, 1st ed.; Wang, L., Ed.; Springer Science & Business Media: Heidelberg, Germany, 2005; pp. 275-296.
    • (2005) Support Vector Machines: Theory and Applications , pp. 275-296
    • Lu, J.1    Plataniotis, K.N.2    Venetsanopoulos, A.N.3
  • 80
    • 39749111391 scopus 로고    scopus 로고
    • Contribution of multispectral and multitemporal information from MODIS images to land cover classification
    • Carrão, H., Gonçalves, P.; Caetano, M. Contribution of multispectral and multitemporal information from MODIS images to land cover classification. Remote Sens. Environ. 2008, 112, 986-997.
    • (2008) Remote Sens. Environ. , vol.112 , pp. 986-997
    • Carrão, H.1    Gonçalves, P.2    Caetano, M.3
  • 81
    • 84869231447 scopus 로고    scopus 로고
    • Exploiting the classification performance of support vector machines with multi-temporal Moderate-Resolution Imaging Spectroradiometer (MODIS) data in areas of agreement and disagreement of existing land cover products
    • Vuolo, F.; Atzberger, C. Exploiting the classification performance of support vector machines with multi-temporal Moderate-Resolution Imaging Spectroradiometer (MODIS) data in areas of agreement and disagreement of existing land cover products. Remote Sens. 2012, 4, 3143-3167.
    • (2012) Remote Sens. , vol.4 , pp. 3143-3167
    • Vuolo, F.1    Atzberger, C.2
  • 84
    • 82955203467 scopus 로고    scopus 로고
    • Comparasion of two data smoothing techniques for vegetation spectra derived from EO-1 Hyperion
    • Miglani, A.; Ray, S.S.; Vashishta, D.P.; Parihar, J.S. Comparasion of two data smoothing techniques for vegetation spectra derived from EO-1 Hyperion. J. Indian Soc. Remote Sens. 2011, 39, 443-453.
    • (2011) J. Indian Soc. Remote Sens. , vol.39 , pp. 443-453
    • Miglani, A.1    Ray, S.S.2    Vashishta, D.P.3    Parihar, J.S.4
  • 85
    • 33847036818 scopus 로고    scopus 로고
    • Analysis of Cerrado physiognomies and conservation in the MODIS seasonal-temporal domain
    • Ratana, P.; Huete, A.R.; Ferreira, L.G. Analysis of Cerrado physiognomies and conservation in the MODIS seasonal-temporal domain. Earth Interact. 2005, 9, 1-22.
    • (2005) Earth Interact. , vol.9 , pp. 1-22
    • Ratana, P.1    Huete, A.R.2    Ferreira, L.G.3
  • 86
    • 84872525484 scopus 로고    scopus 로고
    • Distância euclidiana e spectral correlation mapper em séries temporais NDVI-MODIS no campo de instrução militar de Formosa (GO)
    • De Carvalho Júnior, O.A.; Couto Júnior, A.F.; da Silva, N.C.; Martins, E.S.; Carvalho, A.P.F.; Gomes, R.A.T. Distância euclidiana e spectral correlation mapper em séries temporais NDVI-MODIS no campo de instrução militar de Formosa (GO). Rev. Bras. Cartogr. 2009, 61, 399-412.
    • (2009) Rev. Bras. Cartogr. , vol.61 , pp. 399-412
    • De Carvalho, O.A.1    Couto, A.F.2    da Silva, N.C.3    Martins, E.S.4    Carvalho, A.P.F.5    Gomes, R.A.T.6
  • 88
    • 84864979995 scopus 로고    scopus 로고
    • Distribution patterns of burned areas in the Brazilian biomes: An analysis based on satellite data for the 2002-2010 Period
    • Araújo, F.M.; Ferreira, L.G.; Arantes, A.R. Distribution patterns of burned areas in the Brazilian biomes: An analysis based on satellite data for the 2002-2010 Period. Remote Sens. 2012, 4, 1929-1946.
    • (2012) Remote Sens. , vol.4 , pp. 1929-1946
    • Araújo, F.M.1    Ferreira, L.G.2    Arantes, A.R.3
  • 89
    • 84923593496 scopus 로고    scopus 로고
    • Spatial patterns of fire recurrence using remote sensing and GIS in the Brazilian savanna: Serra do Tombador Nature Reserve, Brazil
    • Daldegan, G.A.; de Carvalho Júnior, O.A.; Guimarães, R.F.; Gomes, R.A.T.; Ribeiro, F.F.; McManus. C. Spatial patterns of fire recurrence using remote sensing and GIS in the Brazilian savanna: Serra do Tombador Nature Reserve, Brazil. Remote Sens. 2014, 6, 9873-9894.
    • (2014) Remote Sens. , vol.6 , pp. 9873-9894
    • Daldegan, G.A.1    de Carvalho, O.A.2    Guimarães, R.F.3    Gomes, R.A.T.4    Ribeiro, F.F.5    McManus, C.6
  • 90
    • 34250013881 scopus 로고    scopus 로고
    • Leaf green-up in a semi-arid African savanna-separating tree and grass responses to environmental cues
    • Archibald, S.; Scholes, R. Leaf green-up in a semi-arid African savanna-separating tree and grass responses to environmental cues. J. Veg. Sci. 2007, 18, 583-594.
    • (2007) J. Veg. Sci. , vol.18 , pp. 583-594
    • Archibald, S.1    Scholes, R.2
  • 91
    • 80053914811 scopus 로고    scopus 로고
    • Is there a temporal niche separation in the leaf phenology of savanna trees and grasses?
    • Higgins, S.I.; Delgado-Cartay, M.D.; February, E.C.; Combrink, H.J. Is there a temporal niche separation in the leaf phenology of savanna trees and grasses? J. Biogeogr. 2011, 38, 2165-2175.
    • (2011) J. Biogeogr. , vol.38 , pp. 2165-2175
    • Higgins, S.I.1    Delgado-Cartay, M.D.2    February, E.C.3    Combrink, H.J.4
  • 92
    • 84920698673 scopus 로고    scopus 로고
    • Satellite Imagery Product Specifications
    • acessed on 20 November
    • Rapid-Eye AG. Satellite Imagery Product Specifications. Available online: www.rapideye.net/upload/RE_Product_Specifications_ENG.pdf (acessed on 20 November 2014).
    • (2014)
    • Rapid-Eye, A.G.1
  • 93
    • 84926662675 scopus 로고
    • Nearest neighbor pattern classification
    • Cover, T.M.; Hart, P.E. Nearest neighbor pattern classification. IEEE Trans. Inf. Theory 1967, 13, 21-27.
    • (1967) IEEE Trans. Inf. Theory , vol.13 , pp. 21-27
    • Cover, T.M.1    Hart, P.E.2
  • 94
    • 0035478854 scopus 로고    scopus 로고
    • Random forests
    • Breiman, L. Random forests. Mach. Learn. 2001, 45, 5-32.
    • (2001) Mach. Learn. , vol.45 , pp. 5-32
    • Breiman, L.1
  • 96
    • 79960741099 scopus 로고    scopus 로고
    • Assessing effects of temporal compositing and varying observation periods for large-area land-cover mapping in semi-arid ecosystems: Implications for global monitoring
    • Hüttich, C.; Herold, M.; Wegmann, M.; Cord, A.; Strohbach, B.; Schmullius, C.; Dech, S. Assessing effects of temporal compositing and varying observation periods for large-area land-cover mapping in semi-arid ecosystems: Implications for global monitoring. Remote Sens. Environ. 2011, 115, 2445-2459.
    • (2011) Remote Sens. Environ. , vol.115 , pp. 2445-2459
    • Hüttich, C.1    Herold, M.2    Wegmann, M.3    Cord, A.4    Strohbach, B.5    Schmullius, C.6    Dech, S.7
  • 97
    • 84933575475 scopus 로고    scopus 로고
    • Standardized time-series and interannual phenological deviation: New techniques for burned-area detection using long-term MODIS-NBR dataset
    • De Carvalho Júnior, O.A.; Guimarães, R.F.; Silva, C.R.; Gomes, R.A.T. Standardized time-series and interannual phenological deviation: New techniques for burned-area detection using long-term MODIS-NBR dataset. Remote Sens. 2015, 7, 6950-6985.
    • (2015) Remote Sens. , vol.7 , pp. 6950-6985
    • De Carvalho, O.A.1    Guimarães, R.F.2    Silva, C.R.3    Gomes, R.A.T.4
  • 99
    • 77956174559 scopus 로고    scopus 로고
    • The temporal dimension of differenced Normalized Burn Ratio (dNBR) fire/burn severity studies: The case of the large 2007 Peloponnese wildfires in Greece
    • Veraverbeke, S.; Lhermitte, S.; Verstraeten, W.W.; Goossens, R. The temporal dimension of differenced Normalized Burn Ratio (dNBR) fire/burn severity studies: The case of the large 2007 Peloponnese wildfires in Greece. Remote Sens. Environ. 2010, 114, 2548-2563.
    • (2010) Remote Sens. Environ. , vol.114 , pp. 2548-2563
    • Veraverbeke, S.1    Lhermitte, S.2    Verstraeten, W.W.3    Goossens, R.4
  • 100
    • 34250303986 scopus 로고    scopus 로고
    • Detecting temporal changes in the extent of annual flooding within the Cambodia and the Vietnamese Mekong Delta from MODIS time-series imagery
    • Sakamoto, T.; Van Nguyen, N.; Kotera, A.; Ohno, H.; Ishitsuka, N.; Yokozawa, M. Detecting temporal changes in the extent of annual flooding within the Cambodia and the Vietnamese Mekong Delta from MODIS time-series imagery. Remote Sens. Environ. 2007, 109, 295-313.
    • (2007) Remote Sens. Environ. , vol.109 , pp. 295-313
    • Sakamoto, T.1    Van Nguyen, N.2    Kotera, A.3    Ohno, H.4    Ishitsuka, N.5    Yokozawa, M.6


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.