Comparison of the backpropagation network and the random forest algorithm based on sampling distribution effects consideration for estimating nonphotosynthetic vegetation cover

International Journal of Applied Earth Observation and Geoinformation(2021)

引用 8|浏览5
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摘要
•The detection of non-photosynthetic vegetation by BP and RF in arid and semi-arid regions was compared.•A new approach for evaluating remote sensing fitting results based on machine learning was presented.•Uav was used as a sampling tool of remote sensing pixel scale.
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关键词
UAV,Nonphotosynthetic vegetation cover,Mu Us sandy land,Random forests,Backpropagation neural network,The sampling distribution
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