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Gap Filling of High-Resolution Soil Moisture for SMAP/Sentinel-1: A Two-Layer Machine Learning-Based Framework 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (8) : 6986-7009
作者:  Mao, Hanzi;  Kathuria, Dhruva;  Duffield, Nick;  Mohanty, Binayak P.
收藏  |  浏览/下载：5/0  |  提交时间：2019/11/27
Spatiotemporal Analysis of Soil Moisture and Optimal Sampling Design for Regional-Scale Soil Moisture Estimation in a Tropical Watershed of India 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (3) : 2057-2078
作者:  Singh, Gurjeet;  Panda, Rabindra Kumar;  Mohanty, Binayak P.
收藏  |  浏览/下载：7/0  |  提交时间：2019/11/26
tropical watershed  regional-scale soil moisture  spatial-temporal variability  time stability  Indian monsoon  
A Nonstationary Geostatistical Framework for Soil Moisture Prediction in the Presence of Surface Heterogeneity 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (1) : 729-753
作者:  Kathuria, Dhruva;  Mohanty, Binayak P.;  Katzfuss, Matthias
收藏  |  浏览/下载：8/0  |  提交时间：2019/04/09
soil moisture  nonstationarity  geostatistics  heterogeneity  remote sensing  physical controls