Method For Upscaling In-Situ Soil Moisture Measurements For Calibration And Validation Of Smap Soil Moisture Products

J. Whitcomb,D. Clewley,R. Akbar,A. Silva,A. Berg,J. Adams,M. Moghaddam

2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS)（2016）

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摘要

In order to provide a reliable source of ground-based validation data for the SMAP mission at spatial scales of 3 km, 9 km and 36 km, we have developed a new regression-based method capable of yielding highly-accurate upscaled soil moisture estimates based on sparse, irregularly-spaced soil moisture measurements.

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关键词

SoilSCAPE,SMAP,Soil Moisture,Up-scaling,Random Forests

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