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Volumn 9, Issue 4, 2017, Pages

Mapping the expansion of boom crops in Mainland Southeast Asia using dense time stacks of landsat data

Author keywords

Boom crops; Land cover change; Landsat; Remote sensing; Southeast Asia; SVM; Time series

Indexed keywords

AGRICULTURE; CLASSIFICATION (OF INFORMATION); COMPOSTING; EXPANSION; FORESTRY; LAND USE; MAPPING; REMOTE SENSING; SUPPORT VECTOR MACHINES; TIME SERIES; TREES (MATHEMATICS);

EID: 85017642327     PISSN: None     EISSN: 20724292     Source Type: Journal    
DOI: 10.3390/rs9040320     Document Type: Article
Times cited : (47)

References (79)
  • 1
    • 84873647348 scopus 로고    scopus 로고
    • Expansion of rubber (Hevea brasiliensis) in Mainland Southeast Asia: What are the prospects for smallholders?
    • Fox, J.; Castella, J.C. Expansion of rubber (Hevea brasiliensis) in Mainland Southeast Asia: What are the prospects for smallholders? J. Peasant Stud. 2013, 40, 155-170
    • (2013) J. Peasant Stud , vol.40 , pp. 155-170
    • Fox, J.1    Castella, J.C.2
  • 5
    • 33746529157 scopus 로고    scopus 로고
    • The International Political Ecology of Industrial Shrimp Aquaculture and Industrial Plantation Forestry in Southeast Asia
    • Hall, D. The International Political Ecology of Industrial Shrimp Aquaculture and Industrial Plantation Forestry in Southeast Asia. J. Southeast Asian Stud. 2003, 34, 251-264
    • (2003) J. Southeast Asian Stud , vol.34 , pp. 251-264
    • Hall, D.1
  • 6
    • 80054999744 scopus 로고    scopus 로고
    • Integrating Mahalanobis typicalities with a neural network for rubber distribution mapping
    • Li, Z.; Fox, J.M. Integrating Mahalanobis typicalities with a neural network for rubber distribution mapping. Remote Sens. Lett. 2011, 2, 157-166
    • (2011) Remote Sens. Lett , vol.2 , pp. 157-166
    • Li, Z.1    Fox, J.M.2
  • 7
    • 65949099128 scopus 로고    scopus 로고
    • Laos and the making of a 'relational' resource frontier
    • Barney, K. Laos and the making of a 'relational' resource frontier. Geogr. J. 2009, 175, 146-159
    • (2009) Geogr. J , vol.175 , pp. 146-159
    • Barney, K.1
  • 8
    • 79953210570 scopus 로고    scopus 로고
    • Land, rubber and people: Rapid agrarian change and responses in Southern Laos
    • Baird, I.G. Land, rubber and people: Rapid agrarian change and responses in Southern Laos. J. Lao Stud. 2010, 1, 47
    • (2010) J. Lao Stud , vol.1 , pp. 47
    • Baird, I.G.1
  • 9
    • 84864008637 scopus 로고    scopus 로고
    • Turning Land into Capital, Turning People into Labor: Primitive Accumulation and the Arrival of Large-Scale Economic Land Concessions in the Lao People's Democratic Republic
    • Baird, I.G. Turning Land into Capital, Turning People into Labor: Primitive Accumulation and the Arrival of Large-Scale Economic Land Concessions in the Lao People's Democratic Republic. New Propos. 2011, 5, 16
    • (2011) New Propos , vol.5 , pp. 16
    • Baird, I.G.1
  • 10
    • 84960259474 scopus 로고    scopus 로고
    • How Land Concessions Affect Places Elsewhere: Telecoupling, Political Ecology, and Large-Scale Plantations in Southern Laos and Northeastern Cambodia
    • Baird, I.G.; Fox, J. How Land Concessions Affect Places Elsewhere: Telecoupling, Political Ecology, and Large-Scale Plantations in Southern Laos and Northeastern Cambodia. Land 2015, 4, 436-453
    • (2015) Land , vol.4 , pp. 436-453
    • Baird, I.G.1    Fox, J.2
  • 12
    • 84859981589 scopus 로고    scopus 로고
    • Estimation of rubber stand age in typhoon and chilling injury afflicted area with Landsat TM data: A case study in Hainan Island, China
    • Chen, B.Q.; Cao, J.H.; Wang, J.K.; Wu, Z.X.; Tao, Z.L.; Chen, J.M.; Yang, C.; Xie, G.S. Estimation of rubber stand age in typhoon and chilling injury afflicted area with Landsat TM data: A case study in Hainan Island, China. For. Ecol. Manag. 2012, 274, 222-230
    • (2012) For. Ecol. Manag , vol.274 , pp. 222-230
    • Chen, B.Q.1    Cao, J.H.2    Wang, J.K.3    Wu, Z.X.4    Tao, Z.L.5    Chen, J.M.6    Yang, C.7    Xie, G.S.8
  • 13
    • 34249732710 scopus 로고    scopus 로고
    • Demand for rubber is causing the loss of high diversity rain forest in SW China
    • Li, H.; Aide, T.M.; Ma, Y.; Liu, W.; Cao, M. Demand for rubber is causing the loss of high diversity rain forest in SW China. Biodivers. Conserv. 2007, 16, 1731-1745
    • (2007) Biodivers. Conserv , vol.16 , pp. 1731-1745
    • Li, H.1    Aide, T.M.2    Ma, Y.3    Liu, W.4    Cao, M.5
  • 14
    • 85017580877 scopus 로고    scopus 로고
    • Modeling stand volume of rubber (Hevea Brasiliensis) plantations in Malaysia using Landsat TM
    • Suratman, M.N.; Bull, G.Q.; Leckie, D.G.; Lemay, V.M.; Marshall, P.L. Modeling stand volume of rubber (Hevea Brasiliensis) plantations in Malaysia using Landsat TM. Sci. Lett. 2004, 1, 65-71
    • (2004) Sci. Lett , vol.1 , pp. 65-71
    • Suratman, M.N.1    Bull, G.Q.2    Leckie, D.G.3    Lemay, V.M.4    Marshall, P.L.5
  • 17
    • 84930031792 scopus 로고    scopus 로고
    • Phenology-Based Vegetation Index Differencing for Mapping of Rubber Plantations Using Landsat OLI Data
    • Fan, H.; Fu, X.H.; Zhang, Z.; Wu, Q. Phenology-Based Vegetation Index Differencing for Mapping of Rubber Plantations Using Landsat OLI Data. Remote Sens. 2015, 7, 6041-6058
    • (2015) Remote Sens , vol.7 , pp. 6041-6058
    • Fan, H.1    Fu, X.H.2    Zhang, Z.3    Wu, Q.4
  • 18
    • 84944281030 scopus 로고    scopus 로고
    • Cross-border forest disturbance and the role of natural rubber in mainland Southeast Asia using annual Landsat time series
    • Grogan, K.; Pflugmacher, D.; Hostert, P.; Kennedy, R.; Fensholt, R. Cross-border forest disturbance and the role of natural rubber in mainland Southeast Asia using annual Landsat time series. Remote Sens. Environ. 2015, 169, 438-453
    • (2015) Remote Sens. Environ , vol.169 , pp. 438-453
    • Grogan, K.1    Pflugmacher, D.2    Hostert, P.3    Kennedy, R.4    Fensholt, R.5
  • 19
    • 84876309901 scopus 로고    scopus 로고
    • Mapping deciduous rubber plantations through integration of PALSAR and multi-temporal Landsat imagery
    • Dong, J.; Xiao, X.; Chen, B.; Torbick, N.; Jin, C.; Zhang, G.; Biradar, C. Mapping deciduous rubber plantations through integration of PALSAR and multi-temporal Landsat imagery. Remote Sens. Environ. 2013, 134, 392-402
    • (2013) Remote Sens. Environ , vol.134 , pp. 392-402
    • Dong, J.1    Xiao, X.2    Chen, B.3    Torbick, N.4    Jin, C.5    Zhang, G.6    Biradar, C.7
  • 20
    • 84866520570 scopus 로고    scopus 로고
    • Mapping tropical forests and rubber plantations in complex landscapes by integrating PALSAR and MODIS imagery
    • Dong, J.; Xiao, X.; Sheldon, S.; Biradar, C.; Xie, G. Mapping tropical forests and rubber plantations in complex landscapes by integrating PALSAR and MODIS imagery. ISPRS J. Photogramm. Remote Sens. 2012, 74, 20-33. [CrossRef]
    • (2012) ISPRS J. Photogramm. Remote Sens , vol.74 , pp. 20-33
    • Dong, J.1    Xiao, X.2    Sheldon, S.3    Biradar, C.4    Xie, G.5
  • 21
    • 84979986610 scopus 로고    scopus 로고
    • Mapping Deciduous Rubber Plantation Areas and Stand Ages with PALSAR and Landsat Images
    • Kou, W.L.; Xiao, X.M.; Dong, J.W.; Gan, S.; Zhai, D.L.; Zhang, G.L.; Qin, Y.W.; Li, L. Mapping Deciduous Rubber Plantation Areas and Stand Ages with PALSAR and Landsat Images. Remote Sens. 2015, 7, 1048-1073. [CrossRef]
    • (2015) Remote Sens , vol.7 , pp. 1048-1073
    • Kou, W.L.1    Xiao, X.M.2    Dong, J.W.3    Gan, S.4    Zhai, D.L.5    Zhang, G.L.6    Qin, Y.W.7    Li, L.8
  • 22
    • 85008233642 scopus 로고    scopus 로고
    • Mapping tropical forests and deciduous rubber plantations in Hainan Island, China by integrating PALSAR 25-m and multi-temporal Landsat images
    • Chen, B.; Li, X.; Xiao, X.; Zhao, B.; Dong, J.; Kou, W.; Qin, Y.; Yang, C.; Wu, Z.; Sun, R.; et al. Mapping tropical forests and deciduous rubber plantations in Hainan Island, China by integrating PALSAR 25-m and multi-temporal Landsat images. Int. J. Appl. Earth Obs. Geoinf. 2016, 50, 117-130
    • (2016) Int. J. Appl. Earth Obs. Geoinf , vol.50 , pp. 117-130
    • Chen, B.1    Li, X.2    Xiao, X.3    Zhao, B.4    Dong, J.5    Kou, W.6    Qin, Y.7    Yang, C.8    Wu, Z.9    Sun, R.10
  • 23
    • 84962615718 scopus 로고    scopus 로고
    • Regional Mapping of Plantation Extent Using Multisensor Imagery
    • Torbick, N.; Ledoux, L.; Salas, W.; Zhao, M. Regional Mapping of Plantation Extent Using Multisensor Imagery. Remote Sens. 2016, 8
    • (2016) Remote Sens , pp. 8
    • Torbick, N.1    Ledoux, L.2    Salas, W.3    Zhao, M.4
  • 24
    • 79960471441 scopus 로고    scopus 로고
    • Mapping rubber tree growth in mainland Southeast Asia using time-series MODIS 250 m NDVI and statistical data
    • Li, Z.; Fox, J.M. Mapping rubber tree growth in mainland Southeast Asia using time-series MODIS 250 m NDVI and statistical data. Appl. Geogr. 2012, 32, 420-432
    • (2012) Appl. Geogr , vol.32 , pp. 420-432
    • Li, Z.1    Fox, J.M.2
  • 25
    • 84880436188 scopus 로고    scopus 로고
    • Mapping Rubber Plantations and Natural Forests in Xishuangbanna (Southwest China) Using Multi-Spectral Phenological Metrics from MODIS Time Series
    • Senf, C.; Pflugmacher, D.; van der Linden, S.; Hostert, P. Mapping Rubber Plantations and Natural Forests in Xishuangbanna (Southwest China) Using Multi-Spectral Phenological Metrics from MODIS Time Series. Remote Sens. 2013, 5, 2795-2812
    • (2013) Remote Sens , vol.5 , pp. 2795-2812
    • Senf, C.1    Pflugmacher, D.2    van der Linden, S.3    Hostert, P.4
  • 27
    • 84941562954 scopus 로고    scopus 로고
    • Mapping rice paddy extent and intensification in the Vietnamese Mekong River Delta with dense time stacks of Landsat data
    • Kontgis, C.; Schneider, A.; Ozdogan, M. Mapping rice paddy extent and intensification in the Vietnamese Mekong River Delta with dense time stacks of Landsat data. Remote Sens. Environ. 2015, 169, 255-269
    • (2015) Remote Sens. Environ , vol.169 , pp. 255-269
    • Kontgis, C.1    Schneider, A.2    Ozdogan, M.3
  • 28
    • 85017607649 scopus 로고    scopus 로고
    • (accessed on 7 March 2017)
    • Scholarspace of the University of Hawaii (Download of the Classification Samples and Maps). Available online: https://scholarspace.manoa.hawaii.edu/handle/10125/43976 (accessed on 7 March 2017)
  • 29
    • 85017661441 scopus 로고    scopus 로고
    • (accessed on 15 April 2016)
    • FAOSTAT-Food and Agricutlure Organization of the United Nations-Statistics Division. Available online: http://faostat3.fao.org/(accessed on 15 April 2016)
  • 30
    • 84952065932 scopus 로고    scopus 로고
    • La Thailande: Premier exportateur de caoutchouc naturel grâce à ses agriculteurs familiaux
    • Delarue, J.; Chambon, B. La Thailande: Premier exportateur de caoutchouc naturel grâce à ses agriculteurs familiaux. économie Rurale 2012, 330-331, 191-213
    • (2012) économie Rurale , vol.330-331 , pp. 191-213
    • Delarue, J.1    Chambon, B.2
  • 31
    • 49649094117 scopus 로고    scopus 로고
    • Agricultural Commercialisation, Diversification, and Conservation of Renewable Resources in Northern Thailand Highlands
    • Trébuil, G.; Ekasingh, B.; Ekasingh, M. Agricultural Commercialisation, Diversification, and Conservation of Renewable Resources in Northern Thailand Highlands. Moussons 2006, 9-10, 131-155
    • (2006) Moussons , vol.9-10 , pp. 131-155
    • Trébuil, G.1    Ekasingh, B.2    Ekasingh, M.3
  • 32
    • 84886718161 scopus 로고    scopus 로고
    • Trajectories of deforestation, coffee expansion and displacement of shifting cultivation in the Central Highlands of Vietnam
    • Meyfroidt, P.; Vu, T.P.; Hoang, V.A. Trajectories of deforestation, coffee expansion and displacement of shifting cultivation in the Central Highlands of Vietnam. Glob. Environ. Chang. 2013, 23, 1187-1198
    • (2013) Glob. Environ. Chang , vol.23 , pp. 1187-1198
    • Meyfroidt, P.1    Vu, T.P.2    Hoang, V.A.3
  • 33
    • 39749091686 scopus 로고    scopus 로고
    • Land and Forest Allocation in Lao People's Democratic Republic: Comparison of Case Studies from Community-Based Natural Resource Management Research
    • Fujita, Y.; Phanvilay, K. Land and Forest Allocation in Lao People's Democratic Republic: Comparison of Case Studies from Community-Based Natural Resource Management Research. Soc. Nat. Resour. 2008, 21, 120-133
    • (2008) Soc. Nat. Resour , vol.21 , pp. 120-133
    • Fujita, Y.1    Phanvilay, K.2
  • 34
    • 33750739714 scopus 로고    scopus 로고
    • GTZ, Lao German Program for Rural Development in Mountainous Areas of Northern Lao PDR: Vientiane, Laos
    • Alton, C.; Blum, D.; Sananikone, S. Para Rubber Study: Hevea Brasiliensis Lao PDR; GTZ, Lao German Program for Rural Development in Mountainous Areas of Northern Lao PDR: Vientiane, Laos, 2005; p. 108
    • (2005) Para Rubber Study: Hevea Brasiliensis Lao PDR , pp. 108
    • Alton, C.1    Blum, D.2    Sananikone, S.3
  • 35
    • 84888333041 scopus 로고    scopus 로고
    • The Politics and Ethics of Land Concessions in Rural Cambodia
    • Neef, A.; Touch, S.; Chiengthong, J. The Politics and Ethics of Land Concessions in Rural Cambodia. J. Agric. Environ. Ethics 2013, 26, 1085-1103
    • (2013) J. Agric. Environ. Ethics , vol.26 , pp. 1085-1103
    • Neef, A.1    Touch, S.2    Chiengthong, J.3
  • 36
    • 85017623372 scopus 로고    scopus 로고
    • (accessed on 10 August 2016)
    • Open Development Cambodia (ODC). Available online: http://www.opendevelopmentcambodia.net/(accessed on 10 August 2016)
  • 37
    • 84900868061 scopus 로고    scopus 로고
    • Myanmar under reform: Emerging pressures on water, energy and food security
    • Kattelus, M.; Rahaman, M.M.; Varis, O. Myanmar under reform: Emerging pressures on water, energy and food security. Nat. Resour. Forum 2014, 38, 85-98
    • (2014) Nat. Resour. Forum , vol.38 , pp. 85-98
    • Kattelus, M.1    Rahaman, M.M.2    Varis, O.3
  • 38
    • 80052688869 scopus 로고    scopus 로고
    • Ceasefire capitalism: Military-private partnerships, resource concessions and military-state building in the Burma-China borderlands
    • Woods, K. Ceasefire capitalism: Military-private partnerships, resource concessions and military-state building in the Burma-China borderlands. J. Peasant Stud. 2011, 38, 747-770
    • (2011) J. Peasant Stud , vol.38 , pp. 747-770
    • Woods, K.1
  • 39
    • 0001399678 scopus 로고
    • Analysis of the Tropical Dry Deciduous Forest of Thailand, I. Characteristics of the Dominance-Types
    • Bunyavejchevin, S. Analysis of the Tropical Dry Deciduous Forest of Thailand, I. Characteristics of the Dominance-Types. Nat. Hist. Bull. Siam Soc. 1983, 31, 14
    • (1983) Nat. Hist. Bull. Siam Soc , vol.31 , pp. 14
    • Bunyavejchevin, S.1
  • 42
    • 84873171230 scopus 로고    scopus 로고
    • (accessed on 7 April 2015)
    • U.S.G.S. EarthExplorer. Available online: https://earthexplorer.usgs.gov/(accessed on 7 April 2015)
    • EarthExplorer
  • 43
    • 84864044765 scopus 로고    scopus 로고
    • Monitoring land cover change in urban and pen-urban areas using dense time stacks of Landsat satellite data and a data mining approach
    • Schneider, A. Monitoring land cover change in urban and pen-urban areas using dense time stacks of Landsat satellite data and a data mining approach. Remote Sens. Environ. 2012, 124, 689-704
    • (2012) Remote Sens. Environ , vol.124 , pp. 689-704
    • Schneider, A.1
  • 44
    • 84905279209 scopus 로고    scopus 로고
    • Mapping Urban Transitions Using Multi-Temporal Landsat and DMSP-OLS Night-Time Lights Imagery of the Red River Delta in Vietnam
    • Castrence, M.; Nong, D.; Tran, C.; Young, L.; Fox, J. Mapping Urban Transitions Using Multi-Temporal Landsat and DMSP-OLS Night-Time Lights Imagery of the Red River Delta in Vietnam. Land 2014, 3, 148-166. [CrossRef]
    • (2014) Land , vol.3 , pp. 148-166
    • Castrence, M.1    Nong, D.2    Tran, C.3    Young, L.4    Fox, J.5
  • 45
    • 85017645939 scopus 로고    scopus 로고
    • (accessed on 18 February 2016)
    • Landsat Processing Details. Available online: http://landsat.usgs.gov/Landsat_Processing_Details.php (accessed on 18 February 2016)
  • 46
    • 0035141621 scopus 로고    scopus 로고
    • Classification and Change Detection Using Landsat TM Data: When and How to Correct Atmospheric Effects?
    • Song, C.; Woodcock, C.E.; Seto, K.C.; Lenney, M.P.; Macomber, S.A. Classification and Change Detection Using Landsat TM Data: When and How to Correct Atmospheric Effects? Remote Sens. Environ. 2001, 75, 230-244
    • (2001) Remote Sens. Environ , vol.75 , pp. 230-244
    • Song, C.1    Woodcock, C.E.2    Seto, K.C.3    Lenney, M.P.4    Macomber, S.A.5
  • 49
    • 84875867538 scopus 로고    scopus 로고
    • Perceptron nonlinear blind source separation for feature extraction and image classification
    • Tools and Applications, Istanbul, Turkey, 15-18 October
    • Boussema, M.R.; Naceur, M.S.; Elmannai, H. Perceptron nonlinear blind source separation for feature extraction and image classification. In Proceedings of the 3rd International Conference on Image Processing Theory, Tools and Applications, Istanbul, Turkey, 15-18 October 2012; pp. 259-263
    • (2012) Proceedings of the 3rd International Conference on Image Processing Theory , pp. 259-263
    • Boussema, M.R.1    Naceur, M.S.2    Elmannai, H.3
  • 50
    • 4344614511 scopus 로고    scopus 로고
    • Classification of hyperspectral remote sensing images with support vector machines
    • Melgani, F.; Bruzzone, L. Classification of hyperspectral remote sensing images with support vector machines. IEEE Trans. Geosci. Remote Sens. 2004, 42, 1778-1790
    • (2004) IEEE Trans. Geosci. Remote Sens , vol.42 , pp. 1778-1790
    • Melgani, F.1    Bruzzone, L.2
  • 54
    • 84901479073 scopus 로고    scopus 로고
    • Classifying Complex Mountainous Forests with L-Band SAR and Landsat Data Integration: A Comparison among Different Machine Learning Methods in the Hyrcanian Forest
    • Attarchi, S.; Gloaguen, R. Classifying Complex Mountainous Forests with L-Band SAR and Landsat Data Integration: A Comparison among Different Machine Learning Methods in the Hyrcanian Forest. Remote Sens. 2014, 6, 3624-3647
    • (2014) Remote Sens , vol.6 , pp. 3624-3647
    • Attarchi, S.1    Gloaguen, R.2
  • 55
    • 84971667903 scopus 로고    scopus 로고
    • Monitoring Plastic-Mulched Farmland by Landsat-8 OLI Imagery Using Spectral and Textural Features
    • Chen, Z.X.;Wang, L.M.;Wu, W.B.; Jiang, Z.W.; Li, H. Monitoring Plastic-Mulched Farmland by Landsat-8 OLI Imagery Using Spectral and Textural Features. Remote Sens. 2016, 8, 353
    • (2016) Remote Sens , vol.8 , pp. 353
    • Chen, Z.X.1    Wang, L.M.2    Wu, W.B.3    Jiang, Z.W.4    Li, H.5
  • 56
    • 0037138473 scopus 로고    scopus 로고
    • An assessment of support vector machines for land cover classification
    • Huang, C.; Davis, L.S.; Townshend, J.R.G. An assessment of support vector machines for land cover classification. Int. J. Remote Sens. 2002, 23, 725-749
    • (2002) Int. J. Remote Sens , vol.23 , pp. 725-749
    • Huang, C.1    Davis, L.S.2    Townshend, J.R.G.3
  • 57
    • 84912086651 scopus 로고    scopus 로고
    • Land Cover Classification of Landsat Data with Phenological Features Extracted from Time Series MODIS NDVI Data
    • Jia, K.; Liang, S.L.;Wei, X.Q.; Yao, Y.J.; Su, Y.R.; Jiang, B.;Wang, X.X. Land Cover Classification of Landsat Data with Phenological Features Extracted from Time Series MODIS NDVI Data. Remote Sens. 2014, 6, 11518-11532
    • (2014) Remote Sens , vol.6 , pp. 11518-11532
    • Jia, K.1    Liang, S.L.2    Wei, X.Q.3    Yao, Y.J.4    Su, Y.R.5    Jiang, B.6    Wang, X.X.7
  • 58
    • 84954507285 scopus 로고    scopus 로고
    • A statistical significance of differences in classification accuracy of crop types using different classification algorithms
    • Kumar, P.; Prasad, R.; Choudhary, A.; Mishra, V.N.; Gupta, D.K.; Srivastava, P.K. A statistical significance of differences in classification accuracy of crop types using different classification algorithms. Geocarto Int. 2017, 32, 206-224
    • (2017) Geocarto Int , vol.32 , pp. 206-224
    • Kumar, P.1    Prasad, R.2    Choudhary, A.3    Mishra, V.N.4    Gupta, D.K.5    Srivastava, P.K.6
  • 59
    • 84960458844 scopus 로고    scopus 로고
    • Discrimination of tropical forest types, dominant species, and mapping of functional guilds by hyperspectral and simulated multispectral Sentinel-2 data
    • Laurin, G.V.; Puletti, N.; Hawthorne, W.; Liesenberg, V.; Corona, P.; Papale, D.; Chen, Q.; Valentini, R. Discrimination of tropical forest types, dominant species, and mapping of functional guilds by hyperspectral and simulated multispectral Sentinel-2 data. Remote Sens. Environ. 2016, 176, 163-176
    • (2016) Remote Sens. Environ , vol.176 , pp. 163-176
    • Laurin, G.V.1    Puletti, N.2    Hawthorne, W.3    Liesenberg, V.4    Corona, P.5    Papale, D.6    Chen, Q.7    Valentini, R.8
  • 61
    • 84924425640 scopus 로고    scopus 로고
    • The effect of atmospheric and topographic correction on pixel-based image composites: Improved forest cover detection in mountain environments
    • Vanonckelen, S.; Lhermitte, S.; Van Rompaey, A. The effect of atmospheric and topographic correction on pixel-based image composites: Improved forest cover detection in mountain environments. Int. J. Appl. Earth Obs. Geoinf. 2015, 35, 320-328
    • (2015) Int. J. Appl. Earth Obs. Geoinf , vol.35 , pp. 320-328
    • Vanonckelen, S.1    Lhermitte, S.2    Van Rompaey, A.3
  • 62
    • 0033578380 scopus 로고    scopus 로고
    • Support vector machines for optimal classification and spectral unmixing
    • Brown, M.; Gunn, S.R.; Lewis, H.G. Support vector machines for optimal classification and spectral unmixing. Ecol. Model. 1999, 120, 167-179
    • (1999) Ecol. Model , vol.120 , pp. 167-179
    • Brown, M.1    Gunn, S.R.2    Lewis, H.G.3
  • 63
    • 85017625813 scopus 로고    scopus 로고
    • (accessed on 18 February 2016)
    • libSVM. RBF SVM Parameters. Available online: http://scikit-learn.org/stable/auto_examples/svm/plot_rbf_parameters.html (accessed on 18 February 2016)
    • RBF SVM Parameters
  • 65
    • 85017588622 scopus 로고    scopus 로고
    • (accessed on 22 February 2016)
    • ENVI. Support Vectore Machine Background. Available online: http://www.exelisvis.com/docs/BackgroundSVM.html (accessed on 22 February 2016)
    • Support Vectore Machine Background
  • 67
    • 0242418171 scopus 로고    scopus 로고
    • Effects of landscape characteristics on land-cover class accuracy
    • Smith, J.H.; Stehman, S.V.;Wickham, J.D.; Yang, L. Effects of landscape characteristics on land-cover class accuracy. Remote Sens. Environ. 2003, 84, 342-349
    • (2003) Remote Sens. Environ , vol.84 , pp. 342-349
    • Smith, J.H.1    Stehman, S.V.2    Wickham, J.D.3    Yang, L.4
  • 68
    • 27144489164 scopus 로고    scopus 로고
    • A Tutorial on Support Vector Machines for Pattern Recognition
    • Burges, C.J.C. A Tutorial on Support Vector Machines for Pattern Recognition. Data Min. Knowl. Discov. 1998, 2, 121-167
    • (1998) Data Min. Knowl. Discov , vol.2 , pp. 121-167
    • Burges, C.J.C.1
  • 70
    • 0003089791 scopus 로고    scopus 로고
    • Comparison of methods for detecting conifer forest change with Thematic Mapper imagery
    • Lunetta, R.S., Elvidge, C.D., Eds.; Ann Arbor Press: Chelsea, MI, USA
    • Cohen, W.; Fiorella, M. Comparison of methods for detecting conifer forest change with Thematic Mapper imagery. In Remote Sensing Change Detection: Environmental Monitoring Methods and Applications; Lunetta, R.S., Elvidge, C.D., Eds.; Ann Arbor Press: Chelsea, MI, USA, 1998; pp. 89-102
    • (1998) Remote Sensing Change Detection: Environmental Monitoring Methods and Applications , pp. 89-102
    • Cohen, W.1    Fiorella, M.2
  • 72
    • 0021569272 scopus 로고
    • Change Detection Methodology for Aspen Defoliation with Landsat Mss Digital Data
    • Hall, R.J.; Crown, P.H.; Titus, S.J. Change Detection Methodology for Aspen Defoliation with Landsat Mss Digital Data. Can. J. Remote Sens. 1984, 10, 135-142
    • (1984) Can. J. Remote Sens , vol.10 , pp. 135-142
    • Hall, R.J.1    Crown, P.H.2    Titus, S.J.3
  • 73
    • 1942452360 scopus 로고    scopus 로고
    • Remote sensing technology for mapping and monitoring land-cover and land-use change
    • Rogan, J.; Chen, D. Remote sensing technology for mapping and monitoring land-cover and land-use change. Prog. Plan. 2004, 61, 301-325
    • (2004) Prog. Plan , vol.61 , pp. 301-325
    • Rogan, J.1    Chen, D.2
  • 74
    • 84905225550 scopus 로고    scopus 로고
    • Monitoring peri-urbanization in the greater Ho Chi Minh City metropolitan area
    • Kontgis, C.; Schneider, A.; Fox, J.; Saksena, S.; Spencer, J.H.; Castrence, M. Monitoring peri-urbanization in the greater Ho Chi Minh City metropolitan area. Appl. Geogr. 2014, 53, 377-388
    • (2014) Appl. Geogr , vol.53 , pp. 377-388
    • Kontgis, C.1    Schneider, A.2    Fox, J.3    Saksena, S.4    Spencer, J.H.5    Castrence, M.6
  • 75
    • 85035152378 scopus 로고    scopus 로고
    • Built-up Area Change Analysis in Hanoi Using Support Vector Machine Classification of Landsat Multi-Temporal Image Stacks and Population Data
    • Nong, D.; Fox, J.; Miura, T.; Saksena, S. Built-up Area Change Analysis in Hanoi Using Support Vector Machine Classification of Landsat Multi-Temporal Image Stacks and Population Data. Land 2015, 4. [CrossRef]
    • (2015) Land , pp. 4
    • Nong, D.1    Fox, J.2    Miura, T.3    Saksena, S.4
  • 76
    • 0034881595 scopus 로고    scopus 로고
    • Monitoring urban land cover change: An expert system approach to land cover classification of semiarid to arid urban centers
    • Stefanov, W.L.; Ramsey, M.S.; Christensen, P.R. Monitoring urban land cover change: An expert system approach to land cover classification of semiarid to arid urban centers. Remote Sens. Environ. 2001, 77, 173-185
    • (2001) Remote Sens. Environ , vol.77 , pp. 173-185
    • Stefanov, W.L.1    Ramsey, M.S.2    Christensen, P.R.3
  • 77
    • 84860601047 scopus 로고    scopus 로고
    • Comparison of support vector machine, neural network, and CART algorithms for the land-cover classification using limited training data points
    • Shao, Y.; Lunetta, R.S. Comparison of support vector machine, neural network, and CART algorithms for the land-cover classification using limited training data points. ISPRS J. Photogramm. Remote Sens. 2012, 70, 78-87
    • (2012) ISPRS J. Photogramm. Remote Sens , vol.70 , pp. 78-87
    • Shao, Y.1    Lunetta, R.S.2
  • 78
    • 0034758556 scopus 로고    scopus 로고
    • Monitoring large areas for forest change using Landsat: Generalization across space, time and Landsat sensors
    • Woodcock, C.E.; Macomber, S.A.; Pax-Lenney, M.; Cohen, W.B. Monitoring large areas for forest change using Landsat: Generalization across space, time and Landsat sensors. Remote Sens. Environ. 2001, 78, 194-203
    • (2001) Remote Sens. Environ , vol.78 , pp. 194-203
    • Woodcock, C.E.1    Macomber, S.A.2    Pax-Lenney, M.3    Cohen, W.B.4
  • 79
    • 63749121428 scopus 로고    scopus 로고
    • Land cover mapping of large areas using chain classification of neighboring Landsat satellite images
    • Knorn, J.; Rabe, A.; Radeloff, V.C.; Kuemmerle, T.; Kozak, J.; Hostert, P. Land cover mapping of large areas using chain classification of neighboring Landsat satellite images. Remote Sens. Environ. 2009, 113, 957-964. [CrossRef]
    • (2009) Remote Sens. Environ , vol.113 , pp. 957-964
    • Knorn, J.1    Rabe, A.2    Radeloff, V.C.3    Kuemmerle, T.4    Kozak, J.5    Hostert, P.6


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