Title :
Estimation of above ground biomass of oil palm trees by PALSAR
Author :
Shashikant, V. ; Shariff, Azizul Rahman Mohd ; Nordin, L. ; Pradhan, Biswajeet
Author_Institution :
Geospatial Inf. Sci. Res. Centre, Univ. Putra Malaysia, Serdang, Malaysia
Abstract :
The main objective of this paper is to show the potential use of L-Band SAR polarimetry. We used SAR images to estimate the above ground biomass (AGB) of an oil palm plantation. The approach used in this study was to analyze the relationship between the radar backscatter and AGB data by a specific allometric equation in variation of age. The four polarization of PALSAR was adapted in this study and converted to sigma nought for respective ages. Laplacian filter with window size 3×3, 5×5 and 7×7 was used on the PALSAR polarimetry images. Laplacian filter was used to show the best improvement to the relation of radar backscattering and AGB of oil palm trees. As a conclusion, improved radar backscattering of oil palm trees can be useful to estimate AGB of oil palm trees.
Keywords :
backscatter; radar polarimetry; synthetic aperture radar; vegetation; vegetation mapping; AGB data; L-Band SAR polarimetry; Laplacian filter; PALSAR polarimetry images; SAR images; allometric equation; ground biomass estimation; oil palm plantation; oil palm trees; radar backscatter; Above Ground Biomass; Oil Palm Plantation; PALSAR;
Conference_Titel :
Humanities, Science and Engineering (CHUSER), 2012 IEEE Colloquium on
Conference_Location :
Kota Kinabalu
Print_ISBN :
978-1-4673-4615-3
DOI :
10.1109/CHUSER.2012.6504430