利用SAR层析成像技术估算森林生物量的比较分析

N. Ramachandran, S. Tebaldini, M. M. d'Alessandro, S. Saatchi, O. Dikshit
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引用次数: 0

摘要

本研究的目的是评估和比较不同的p波段SAR层析成像热带森林地上生物量(AGB)估算模型。本文研究了(1)反投影和Capon波束形成层析估计器在分析热带森林垂直结构方面的比较性能;(2)地形坡度校正对层析成像反射率和AGB估计的影响;(3)不同模式下30m层析成像反射率与森林AGB的相关性;(4)利用层析成像反演高度改进AGB估计的可能性。利用ONERA在TropiSAR 2009期间在Paracou站点上获得的数据集对这些模型的性能进行了评估。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Comparative Analysis of Forest Biomass Estimation using SAR Tomographic Techniques
The objective of this study is to assess and compare different above-ground biomass (AGB) estimation models for tropical forest using P-band SAR tomography. In this paper, we investigate (1) comparative performance of back-projection and Capon beamforming tomographic estimators to analyze the vertical structure of tropical forest 2) impact of terrain slope correction on tomogram reflectivity and AGB estimates 3) correlation of tomogram reflectivity at 30m to forest AGB using different models 4) possibility of using tomographic retrieved height to improve the AGB estimation. The performance of these models is evaluated using dataset acquired during TropiSAR 2009 by ONERA over the Paracou site.
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