Modeling Aboveground Biomass in Tropical Forests Using Multi-Frequency SAR Data—A Comparison of Methods

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing(2012)

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摘要
In the context of climate change mitigation mechanisms for avoiding deforestation, i.e., reducing emissions from deforestation and forest degradation (REDD+), comprehensive forest monitoring, especially in tropical regions, is of high relevance. A precise determination of forest carbon stocks or aboveground biomass (AGB) for large areas is of special importance.
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关键词
Artificial neural networks,Biomass,Biological system modeling,Laser radar,Backscatter,Support vector machines,Estimation
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