植被覆盖;BP神经网络;"北京一号";遥感反演;密云水库流域, Open Access Library" />

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An Artificial Neural Network Method for Vegetation Cover Retrieval with “Beijing-1” Microsatellite Data
基于人工神经网络的植被覆盖遥感反演方法研究

Keywords: Vegetation cover,BP neural network,"Beijing-1",Remote sensing retrieval,Miyun Reservoir basin
植被覆盖
,BP神经网络,"北京一号",遥感反演,密云水库流域

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Abstract:

Beijing-1 is a new type of earth observation satellite which is lunched by China.An Artificial Neural Network(ANN) method for vegetation cover retrieval with Beijing-1 in Miyun Reservoir basin has been developed in this paper,and then the result was compared with the traditional regression analysis method and the NDVI method for dimidiate pixel model.It demonstrates that for vegetation cover retrieval in mountainous areas,ANN has the advantage of precise simulation of non-linear transmission over traditiona...

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