DocumentCode :
670041
Title :
Evaluation of multi-sensor SAR and optical data to monitor growth stages of oilpalm plants
Author :
Avtar, Ram ; Ishii, Ryo ; Kobayashi, Hideo ; Fadaei, H. ; Herath, Sanjeewa ; Suzuki, Ryo
Author_Institution :
Res. Inst. for Global Change, Japan Agency for Marine-Earth Sci. & Technol. (JAMSTEC), Yokohama, Japan
fYear :
2013
fDate :
23-27 Sept. 2013
Firstpage :
115
Lastpage :
118
Abstract :
With the increase in the global demands for food and bio-fuels, the plantation area is increasing and they are the major derivers of deforestation and biodiversity loss in Southeast Asia. A number of research papers have demonstrated the applicability of Synthetic Aperture Radar (SAR) data to monitor terrestrial ecosystem in tropical countries without limitations of clouds. This study investigated the use of multi-sensor SAR and optical data to monitor growth stages of oilpalm plantation in Sarawak. Regression models were developed between oilplam age estimated based on Landsat archive data and SAR backscattering. Phased Array type L-band Synthetic Aperture Radar (PALSAR) data with HV polarization showed best correlation with r2 = 0.77 as compared to X-band and C-band SAR data. We have further applied various polarimetric decomposition techniques to identify best polarimetric parameters to monitor growth stages of oilpalm plants. Yamaguchi 4-component based polarimetric decomposition showed good results compared to other polarimetric decomposition parameters.
Keywords :
crops; regression analysis; remote sensing by radar; synthetic aperture radar; vegetation mapping; Landsat archive data; Malaysia; PALSAR data; Phased Array type L-band Synthetic Aperture Radar; SAR backscattering; Sarawak; Southeast Asia; biofuels; food; growth stages monitoring; multisensor SAR; oilpalm plants; optical data; plantation area; polarimetric decomposition parameters; regression models; terrestrial ecosystem; Backscatter; Biomedical monitoring; Earth; Monitoring; Remote sensing; Satellites; Synthetic aperture radar;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Synthetic Aperture Radar (APSAR), 2013 Asia-Pacific Conference on
Conference_Location :
Tsukuba
Type :
conf
Filename :
6705024
Link To Document :
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