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Volumn 8, Issue 3, 2016, Pages

Regional mapping of plantation extent using multisensor imagery

Author keywords

Classification; Data fusion; Kalimantan; Myanmar; Oil palm; PALSAR 2; Plantations; Random forest; Rubber; Sentinel 1

Indexed keywords

CLASSIFICATION (OF INFORMATION); DATA FUSION; DECISION TREES; MAPPING; PALM OIL; RUBBER; RUBBER PLANTATIONS; SYNTHETIC APERTURE RADAR;

EID: 84962615718     PISSN: None     EISSN: 20724292     Source Type: Journal    
DOI: 10.3390/rs8030236     Document Type: Article
Times cited : (79)

References (62)
  • 1
    • 0005149955 scopus 로고    scopus 로고
    • FAO: Rome, Italy
    • Food and Agriculture Organization of the United Nations. FRA 2000 Main Report; FAO: Rome, Italy, 2001.
    • (2001) FRA 2000 Main Report
  • 3
    • 84867383810 scopus 로고    scopus 로고
    • Extent of industrial plantations on Southeast Asian peatlands in 2010 with analysis of historical expansion and future projections
    • Miettinen, J.; Hooijer, A.; Shi, C.; Tollenaar, D.; Vernimmen, R.; Liew, S.C.; Malins, C.; Page, S.E. Extent of industrial plantations on Southeast Asian peatlands in 2010 with analysis of historical expansion and future projections. Glob. Chang. Biol. Bioenergy 2012, 4, 908-918.
    • (2012) Glob. Chang. Biol. Bioenergy , vol.4 , pp. 908-918
    • Miettinen, J.1    Hooijer, A.2    Shi, C.3    Tollenaar, D.4    Vernimmen, R.5    Liew, S.C.6    Malins, C.7    Page, S.E.8
  • 4
    • 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
  • 5
    • 82255173841 scopus 로고    scopus 로고
    • Rubber and pulp plantations represent a double threat to Hainan's natural tropical forests
    • Zhai, D.L.; Cannon, C.H.; Slik, J.W.F.; Zhang, C.P.; Dai, Z.C. Rubber and pulp plantations represent a double threat to Hainan's natural tropical forests. J. Environ. Manag. 2012, 96, 64-73.
    • (2012) J. Environ. Manag , vol.96 , pp. 64-73
    • Zhai, D.L.1    Cannon, C.H.2    Slik, J.W.F.3    Zhang, C.P.4    Dai, Z.C.5
  • 6
    • 79952904839 scopus 로고    scopus 로고
    • Time-series analysis of multi-resolution optical imagery for quantifying forest cover loss in Sumatra and Kalimantan, Indonesia
    • Broich, M.; Hansen, M.C.; Potapov, P.; Adusei, B.; Lindquist, R.; Stehman, S.V. Time-series analysis of multi-resolution optical imagery for quantifying forest cover loss in Sumatra and Kalimantan, Indonesia. Int. J. Appl. Earth Obs. Geoinf. 2011, 13, 277-291.
    • (2011) Int. J. Appl. Earth Obs. Geoinf , vol.13 , pp. 277-291
    • Broich, M.1    Hansen, M.C.2    Potapov, P.3    Adusei, B.4    Lindquist, R.5    Stehman, S.V.6
  • 8
    • 79951992832 scopus 로고    scopus 로고
    • Spectral mixture analysis to monitor defoliation in mixed-aged Eucalyptus globulus Labill plantations in southern Australia using Landsat 5-TM and EO-1 Hyperion data
    • Somers, B.; Verbesselt, J.; Ampe, E.M.; Sims, N.; Verstraeten, W.W.; Coppin, P. Spectral mixture analysis to monitor defoliation in mixed-aged Eucalyptus globulus Labill plantations in southern Australia using Landsat 5-TM and EO-1 Hyperion data. Int. J. Appl. Earth Obs. Geoinf. 2010, 12, 270-277.
    • (2010) Int. J. Appl. Earth Obs. Geoinf , vol.12 , pp. 270-277
    • Somers, B.1    Verbesselt, J.2    Ampe, E.M.3    Sims, N.4    Verstraeten, W.W.5    Coppin, P.6
  • 10
    • 72849134837 scopus 로고    scopus 로고
    • Forest cover changes under selective logging in the Kabaung Reserved Forest, Bago Mountains, Myanmar
    • Win, R.N.; Reiji, S.; Shinya, T. Forest cover changes under selective logging in the Kabaung Reserved Forest, Bago Mountains, Myanmar. Mt. Res. Dev. 2009, 29, 328-338.
    • (2009) Mt. Res. Dev , vol.29 , pp. 328-338
    • Win, R.N.1    Reiji, S.2    Shinya, T.3
  • 11
    • 0027788858 scopus 로고
    • Linear regressions for canopy cover estimation in Acacia woodlands using Landsat-TM, Landsat-MSS, ans SPOT HRV XS data
    • Larsson, H. Linear regressions for canopy cover estimation in Acacia woodlands using Landsat-TM, Landsat-MSS, ans SPOT HRV XS data. Int. J. Remote Sens. 1993, 14, 2129-2136.
    • (1993) Int. J. Remote Sens , vol.14 , pp. 2129-2136
    • Larsson, H.1
  • 12
    • 46349092918 scopus 로고    scopus 로고
    • Accuracy and applicability of linear spectral unmixing in delineating potential erosion areas in tropical watersheds
    • De Asis, A.M.; Omasa, K.; Oki, K.; Shimizu, Y. Accuracy and applicability of linear spectral unmixing in delineating potential erosion areas in tropical watersheds. Int. J. Remote Sens. 2008, 29, 4151-4171.
    • (2008) Int. J. Remote Sens , vol.29 , pp. 4151-4171
    • De Asis, A.M.1    Omasa, K.2    Oki, K.3    Shimizu, Y.4
  • 13
    • 41249099811 scopus 로고    scopus 로고
    • Evaluating MODIS data for mapping wildlife habitat distribution
    • Vina, A.; Bearer, S.; Zhang, H.; Ouyang, Z.; Liu, J. Evaluating MODIS data for mapping wildlife habitat distribution. Remote Sens. Environ. 2008, 112, 2160-2169.
    • (2008) Remote Sens. Environ , vol.112 , pp. 2160-2169
    • Vina, A.1    Bearer, S.2    Zhang, H.3    Ouyang, Z.4    Liu, J.5
  • 14
    • 84878806661 scopus 로고    scopus 로고
    • Bamboo forest change and its effect on biomass carbon stocks: A case study of Anji County, Zhejiang Province, China
    • Xu, X.; Zhou, G.; Du, H.; Partida, A. Bamboo forest change and its effect on biomass carbon stocks: A case study of Anji County, Zhejiang Province, China. J. Trop. For. Sci. 2012, 24, 426-435.
    • (2012) J. Trop. For. Sci , vol.24 , pp. 426-435
    • Xu, X.1    Zhou, G.2    Du, H.3    Partida, A.4
  • 15
    • 0030292064 scopus 로고    scopus 로고
    • Evaluation of JERS-1, ERS-1 and Almaz SAR backscatter for rubber and oil palm stands in West Malaysia
    • Rosenqvist, A. Evaluation of JERS-1, ERS-1 and Almaz SAR backscatter for rubber and oil palm stands in West Malaysia. Int. J. Remote Sens. 1996, 17, 3219-3231.
    • (1996) Int. J. Remote Sens , vol.17 , pp. 3219-3231
    • Rosenqvist, A.1
  • 16
    • 79953201201 scopus 로고    scopus 로고
    • Remotely sensed evidence of tropical peatland conversion to oil palm
    • Koh, L.P.; Miettinen, J.; Liew, S.C.; Ghazoul, J. Remotely sensed evidence of tropical peatland conversion to oil palm. Proc. Natl. Acad. Sci. USA 2011, 108, 5127-5132.
    • (2011) Proc. Natl. Acad. Sci. USA , vol.108 , pp. 5127-5132
    • Koh, L.P.1    Miettinen, J.2    Liew, S.C.3    Ghazoul, J.4
  • 17
    • 79957841159 scopus 로고    scopus 로고
    • Deforestation rates in insular Southeast Asia between 2000 and 2010
    • Miettinen, J.; Shi, C.; Liew, S.C. Deforestation rates in insular Southeast Asia between 2000 and 2010. Glob. Chang. Biol. 2011, 17.
    • (2011) Glob. Chang. Biol , vol.17
    • Miettinen, J.1    Shi, C.2    Liew, S.C.3
  • 18
    • 84866520570 scopus 로고    scopus 로고
    • Mapping topical forests and rubber plantations in complex landscapes by integrating PALSAR and MODIS imagery
    • Dong, J.; Xiao, X.; Sheldon, S.; Biradar, C.; Xie, G. Mapping topical forests and rubber plantations in complex landscapes by integrating PALSAR and MODIS imagery. ISPRS J. Photogramm. Remote Sens. 2012, 74, 20-33.
    • (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
  • 19
    • 84876309901 scopus 로고    scopus 로고
    • Mapping deciduous rubber plantation through integration of PALSAR and time-series Landsat imagery
    • Dong, J.; Xiao, X.; Chen, B.; Torbick, N.; Jin, C.; Zhang, G.; Biradar, C. Mapping deciduous rubber plantation through integration of PALSAR and time-series 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
    • 84870290299 scopus 로고    scopus 로고
    • Annual multi-resolution detection of land cover conversion to oil palm in the Peruvian Amazon
    • Gutierrez-Velez, V.H.; DeFries, R. Annual multi-resolution detection of land cover conversion to oil palm in the Peruvian Amazon. Remote Sens. Environ. 2013, 129, 154-167.
    • (2013) Remote Sens. Environ , vol.129 , pp. 154-167
    • Gutierrez-Velez, V.H.1    DeFries, R.2
  • 21
    • 84979986610 scopus 로고    scopus 로고
    • Mapping deciduous rubber plantation areas and stand ages with PALSAR and Landsat images
    • Kou, W.; Xiao, X.; Dong, J.; Gan, J.; Zhai, D.; Zhang, G.; Qin, Y.; Li, L. Mapping deciduous rubber plantation areas and stand ages with PALSAR and Landsat images. Remote Sens. 2015, 71, 1048-1073.
    • (2015) Remote Sens , vol.71 , pp. 1048-1073
    • Kou, W.1    Xiao, X.2    Dong, J.3    Gan, J.4    Zhai, D.5    Zhang, G.6    Qin, Y.7    Li, L.8
  • 24
    • 84859373724 scopus 로고    scopus 로고
    • Twodecades of destruction in Southeast Asia' peat swamp forests
    • Miettinen, J.; Shi, C.; Liew, S. Twodecades of destruction in Southeast Asia' peat swamp forests. Front. Ecol. Environ. 2011, 10, 124-128.
    • (2011) Front. Ecol. Environ , vol.10 , pp. 124-128
    • Miettinen, J.1    Shi, C.2    Liew, S.3
  • 26
    • 0031451920 scopus 로고    scopus 로고
    • Atmospheric correction of visible to middle-infrared EOS-MODIS data over land surfaces: Back-ground, operational algorithm and validation
    • Vermote, E.F.; El Saleous, N.; Justice, C.O.; Kaufman, Y.J.; Privette, J.L.; Remer, L.; Roger, J.C.; Tanré, D. Atmospheric correction of visible to middle-infrared EOS-MODIS data over land surfaces: Back-ground, operational algorithm and validation. J. Geophys. Res. Atmos. 1997, 102, 17131-17141.
    • (1997) J. Geophys. Res. Atmos , vol.102 , pp. 17131-17141
    • Vermote, E.F.1    El Saleous, N.2    Justice, C.O.3    Kaufman, Y.J.4    Privette, J.L.5    Remer, L.6    Roger, J.C.7    Tanré, D.8
  • 27
    • 83455195642 scopus 로고    scopus 로고
    • Object-based cloud and cloud shadow detection in Landsat imagery
    • Zhu, Z.; Woodcock, C. Object-based cloud and cloud shadow detection in Landsat imagery. Remote Sens. Environ. 2012, 118, 83-94.
    • (2012) Remote Sens. Environ , vol.118 , pp. 83-94
    • Zhu, Z.1    Woodcock, C.2
  • 28
    • 59749092024 scopus 로고    scopus 로고
    • Atmospheric correction for the monitoring of land surfaces
    • Vermote, E.F.; Kotchenova, S. Atmospheric correction for the monitoring of land surfaces. J. Geophys. Res. 2008, 113.
    • (2008) J. Geophys. Res , vol.113
    • Vermote, E.F.1    Kotchenova, S.2
  • 29
    • 33750017829 scopus 로고    scopus 로고
    • Characterization of the Landsat 7 ETM+ automated cloud cover assessment (ACCA) algorithm
    • Irish, R.; Barker, J.; Goward, S.; Arvidson, T. Characterization of the Landsat 7 ETM+ automated cloud cover assessment (ACCA) algorithm. Photogramm. Eng. Remote Sens. 2006, 72, 1179-1188.
    • (2006) Photogramm. Eng. Remote Sens , vol.72 , pp. 1179-1188
    • Irish, R.1    Barker, J.2    Goward, S.3    Arvidson, T.4
  • 30
    • 84962486176 scopus 로고
    • Monitoring vegetation systems in the Great Plains with ERTS
    • Washington, DC, USA, 10 December
    • Rouse, J.; Haas, J.; Schell, J.; Deering, D. Monitoring vegetation systems in the Great Plains with ERTS. In Proceedings of the Third ERTS Symposium, Washington, DC, USA, 10 December 1974; pp. 309-317.
    • (1974) Proceedings of the Third ERTS Symposium , pp. 309-317
    • Rouse, J.1    Haas, J.2    Schell, J.3    Deering, D.4
  • 31
    • 0018465733 scopus 로고
    • Red and photographic infrared linear combinations for monitoring vegetation
    • Tucker, C. Red and photographic infrared linear combinations for monitoring vegetation. Remote Sens. Environ. 1979, 8, 127-150.
    • (1979) Remote Sens. Environ , vol.8 , pp. 127-150
    • Tucker, C.1
  • 33
    • 0036788924 scopus 로고    scopus 로고
    • Characterization of forest types in Northeastern China, using multi-temporal SPOT-4 VEGETATION sensor data
    • Xiao, X.; Boles, S.; Liu, J.; Zhuang, D.; Liu, M. Characterization of forest types in Northeastern China, using multi-temporal SPOT-4 VEGETATION sensor data. Remote Sens. Environ. 2002, 82, 335-348.
    • (2002) Remote Sens. Environ , vol.82 , pp. 335-348
    • Xiao, X.1    Boles, S.2    Liu, J.3    Zhuang, D.4    Liu, M.5
  • 34
    • 33646011245 scopus 로고    scopus 로고
    • Remote sensing the spatial distribution of crop residues
    • Daughtry, C.; Hunt, E.; Doraiswamy, P.; McMurtrey, J. Remote sensing the spatial distribution of crop residues. Agron. J. 2005, 97, 868-871.
    • (2005) Agron. J , vol.97 , pp. 868-871
    • Daughtry, C.1    Hunt, E.2    Doraiswamy, P.3    McMurtrey, J.4
  • 36
    • 84962621025 scopus 로고    scopus 로고
    • (accessed on 25 January 2016)
    • Earth Observation and Modeling. Available online: www.eomf.ou.edu/photos/(accessed on 25 January 2016).
    • Earth Observation and Modeling
  • 37
    • 85027924509 scopus 로고    scopus 로고
    • Potential of high-resolution ALOS-PALSAR mosaic texture for aboveground forest carbon tracking in tropical region
    • Thapa, R.; Watanabe, M.; Motohka, T.; Shimada, M. Potential of high-resolution ALOS-PALSAR mosaic texture for aboveground forest carbon tracking in tropical region. Remote Sens. Environ. 2015, 160, 122-133.
    • (2015) Remote Sens. Environ , vol.160 , pp. 122-133
    • Thapa, R.1    Watanabe, M.2    Motohka, T.3    Shimada, M.4
  • 39
    • 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
  • 40
    • 31344453556 scopus 로고    scopus 로고
    • Mapping invasive plants using hyperspectral imagery and Breiman cutler classifications (RandomForest)
    • Lawrence, R.; Wood, S.; Sheley, R. Mapping invasive plants using hyperspectral imagery and Breiman cutler classifications (RandomForest). Remote Sens. Environ. 2006, 100, 356-362.
    • (2006) Remote Sens. Environ , vol.100 , pp. 356-362
    • Lawrence, R.1    Wood, S.2    Sheley, R.3
  • 41
    • 67651115922 scopus 로고    scopus 로고
    • Monitoring of cropland practices for carbon sequestration purposes in north central Montana by Landsat remote sensing
    • Watts, J.; Lawrence, R.; Miller, P.; Montagne, C. Monitoring of cropland practices for carbon sequestration purposes in north central Montana by Landsat remote sensing. Remote Sens. Environ. 2009, 113, 1843-1852.
    • (2009) Remote Sens. Environ , vol.113 , pp. 1843-1852
    • Watts, J.1    Lawrence, R.2    Miller, P.3    Montagne, C.4
  • 42
    • 84950112053 scopus 로고    scopus 로고
    • Self-guided segmentation and classification of multi-temporal Landsat 8 images for crop type mapping in southwestern Brazil
    • Schultz, B.; Immitzer, M.; Formaggio, A.R.; Sanches, I.D.A.; Luiz, A.J.B.; and Atzberger, C. Self-guided segmentation and classification of multi-temporal Landsat 8 images for crop type mapping in southwestern Brazil. Remote Sens. 2015, 7, 14482-14508.
    • (2015) Remote Sens , vol.7 , pp. 14482-14508
    • Schultz, B.1    Immitzer, M.2    Formaggio, A.R.3    Sanches, I.D.A.4    Luiz, A.J.B.5    Atzberger, C.6
  • 45
    • 84893688324 scopus 로고    scopus 로고
    • Mapping agricultural wetlands in the Sacramento Valley, USA with satellite remote sensing
    • Torbick, N.; Salas, W. Mapping agricultural wetlands in the Sacramento Valley, USA with satellite remote sensing. Wetlands Ecol. Manag. 2014, 23, 79-94.
    • (2014) Wetlands Ecol. Manag , vol.23 , pp. 79-94
    • Torbick, N.1    Salas, W.2
  • 46
  • 47
    • 84945959296 scopus 로고    scopus 로고
    • Leanring-based algal bloom event recognition for oceanographic decision support system using remote sensing data
    • Song, W.; Dolon, J.M.; Cline, D.; Xiong, G. Leanring-based algal bloom event recognition for oceanographic decision support system using remote sensing data. Remote Sens. 2015, 7, 13564-13585.
    • (2015) Remote Sens , vol.7 , pp. 13564-13585
    • Song, W.1    Dolon, J.M.2    Cline, D.3    Xiong, G.4
  • 48
    • 84942550297 scopus 로고    scopus 로고
    • Mapping urban sprawl and impervious surfaces in the northeast United States for the past four decades
    • Torbick, N.; Corbiere, M. Mapping urban sprawl and impervious surfaces in the northeast United States for the past four decades. GISci. Remote Sens. 2015, 52, 746-764.
    • (2015) GISci. Remote Sens , vol.52 , pp. 746-764
    • Torbick, N.1    Corbiere, M.2
  • 49
    • 84939451651 scopus 로고    scopus 로고
    • Mapping tree canopy cover and aboveground biomass in Sudano-Sahelian woodlands using Landsat 8 and random forest
    • Karlson, M.; Ostwald, M.; Reese, H.; Sanou, J.; Tankoano, B.; Mattsson, E. Mapping tree canopy cover and aboveground biomass in Sudano-Sahelian woodlands using Landsat 8 and random forest. Remote Sens. 2015, 7, 10017-10041.
    • (2015) Remote Sens , vol.7 , pp. 10017-10041
    • Karlson, M.1    Ostwald, M.2    Reese, H.3    Sanou, J.4    Tankoano, B.5    Mattsson, E.6
  • 54
    • 0036822004 scopus 로고    scopus 로고
    • Forest variable estimation from fusion of SAR and multispectral optical data
    • Moghaddam, M.; Dungan, J.; Acker, S. Forest variable estimation from fusion of SAR and multispectral optical data. IEEE Trans. Geosci. Remote Sens. 2002, 40, 2176-2187.
    • (2002) IEEE Trans. Geosci. Remote Sens , vol.40 , pp. 2176-2187
    • Moghaddam, M.1    Dungan, J.2    Acker, S.3
  • 58
    • 84962597446 scopus 로고    scopus 로고
    • The ALOS Kyoto & Carbon Initiative Science Team Reports Phase 3 (2011-2014); Japan Aerospace Exploration Agency Earth Observation Research Center: Tsukuba-shi, Japan
    • Lucas, R.; Scarth, P.; Armston, J.; Bunting, P.; Clewley, D.; Phinn, S. Forest and Woodland Structure and Biomass Assessment, Australia; The ALOS Kyoto & Carbon Initiative Science Team Reports Phase 3 (2011-2014); Japan Aerospace Exploration Agency Earth Observation Research Center: Tsukuba-shi, Japan, 2014.
    • (2014) Forest and Woodland Structure and Biomass Assessment, Australia
    • Lucas, R.1    Scarth, P.2    Armston, J.3    Bunting, P.4    Clewley, D.5    Phinn, S.6
  • 60
    • 84962589240 scopus 로고    scopus 로고
    • The ALOS Kyoto & Carbon Initiative Science Team Reports Phase 3 (2011-2014); Japan Aerospace Exploration Agency Earth Observation Research Center: Tsukuba-shi, Japan
    • Kellndorfer, J.; Csrtus, O.; Walker, W. Synergetic Use of ALOS PALSAR Data for Forest Biomass Retrieval; The ALOS Kyoto & Carbon Initiative Science Team Reports Phase 3 (2011-2014); Japan Aerospace Exploration Agency Earth Observation Research Center: Tsukuba-shi, Japan, 2014.
    • (2014) Synergetic Use of ALOS PALSAR Data for Forest Biomass Retrieval
    • Kellndorfer, J.1    Csrtus, O.2    Walker, W.3
  • 61
    • 84962533960 scopus 로고    scopus 로고
    • The ALOS Kyoto & Carbon Initiative Science Team Reports Phase 3 (2011-2014); Japan Aerospace Exploration Agency Earth Observation Research Center: Tsukuba-shi, Japan
    • Quegan, S.; Uryu, Y. Optimising the Use of ALOS-PALSAR Data for Tropical Deforestation Monitoring and Carbon Accounting; The ALOS Kyoto & Carbon Initiative Science Team Reports Phase 3 (2011-2014); Japan Aerospace Exploration Agency Earth Observation Research Center: Tsukuba-shi, Japan, 2014.
    • (2014) Optimising the Use of ALOS-PALSAR Data for Tropical Deforestation Monitoring and Carbon Accounting
    • Quegan, S.1    Uryu, Y.2
  • 62
    • 84861564156 scopus 로고    scopus 로고
    • Detection of tropical deforestation using ALOS-PALSAR: A Sumatran case study
    • Whittle, M.; Quegan, S.; Uryu, Y.; Stuewe, M.; Yulianto, K. Detection of tropical deforestation using ALOS-PALSAR: A Sumatran case study. Remote Sens. Environ. 2012, 124, 83-98.
    • (2012) Remote Sens. Environ , vol.124 , pp. 83-98
    • Whittle, M.1    Quegan, S.2    Uryu, Y.3    Stuewe, M.4    Yulianto, K.5


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