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
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