Vol. 12, No. 1, 25-32, 2013
Isabelle Champion, Jean Pierre Da Costa, Adrien Godineau, Ludovic Villard, Pascale Dubois-Fernandez, and Tuy Le Toan
Abstract
Quantifying forest biomass is of crucial importance for estimating carbon fluxes on the regional and global scale in climate change studies. Significant relationships have already been established between radar mean intensity and forest biomass, but these relationships show a reduced sensitivity to biomass variations for mature stands (about 80 t/ha and more). On the contrary, recent studies have shown that image texture is significantly related to biomass even for mature stands for a temperate, monospecific, even-aged forest the biomass of which is 140 t/ha at its highest point.
The present paper aims at extending these observations to tropical forests which represent a large terrestrial biomass pool with values higher than 450 t/ha. Radar images were acquired during the TropiSAR experiment in 2009, which took place over a tropical rain forest located in French Guiana at P band and cross-polarization with the use of SETHI ONERA airborne instrument. Three sets of treatments applied to 15 forest stands provided biomass values from 268 to 466 t/ha where permanent zones of 6.25 ha each were mapped and regularly measured.
Homogeneous patches were selected inside each of the 15 experimental stands. Statistical features were then derived for each patch: a) from grey level statistics; b) from the statistics of pixel pairs on the basis of the gray level co-occurrence matrix. It is shown that linear relationships between texture features and forest biomass are heavily influenced by stand structure and the local topography and soil of the experimental stands. But, when stands are separated on two structural groups using texture descriptors, texture/biomass regressions reveal to be very significant.
History
Submitted: 20 Aug 2012
Revised: 23 Jan 2013
Accepted: 23 Jan 2013
Published: 1 Mar 2013
Responsible editor: Preben Gudmandsen Citation
Champion I, J P Da Costa, A Godineau, L Villard, P Dubois-Fernandez & T Le Toan, 2013. Canopy structure effect on SAR image texture versus forest biomass relationships. EARSeL eProceedings, 12(1): 25-32
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EARSeL European Association of Remote Sensing Laboratories, Strasbourg, France |
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BIS-Verlag |