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Improving Global Monthly and Daily Precipitation Estimation by Fusing Gauge Observations, Remote Sensing, and Reanalysis Data Sets 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (3)
作者:  Xu, Lei;  Chen, Nengcheng;  Moradkhani, Hamid;  Zhang, Xiang;  Hu, Chuli
收藏  |  浏览/下载：5/0  |  提交时间：2020/07/02
Monitoring hydropower reliability in Malawi with satellite data and machine learning 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2020, 15 (1)
作者:  Falchetta, Giacomo;  Kasamba, Chisomo;  Parkinson, Simon C.
收藏  |  浏览/下载：8/0  |  提交时间：2020/07/02
hydroelectricity  vulnerability  extreme hydroclimatic events  energy-climate-water nexus  random forests  remote sensing  
Multiscale Data Fusion for Surface Soil Moisture Estimation: A Spatial Hierarchical Approach 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (12) : 10443-10465
作者:  Kathuria, Dhruva;  Mohanty, Binayak P.;  Katzfuss, Matthias
收藏  |  浏览/下载：9/0  |  提交时间：2020/02/16
soil moisture remote sensing  scaling  multi-instrument data fusion  spatial hierarchical model  uncertainty  physical controls  
Impact of Rescaling Approaches in Simple Fusion of Soil Moisture Products 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (9) : 7804-7825
作者:  Afshar, M. H.;  Yilmaz, M. T.;  Crow, W. T.
收藏  |  浏览/下载：5/0  |  提交时间：2019/11/27
data fusion  rescaling  simple merging  soil moisture  
Variability of bulk water vapor content in the marine cloudy boundary layers from microwave and near-infrared imagery 期刊论文
ATMOSPHERIC CHEMISTRY AND PHYSICS, 2019, 19 (13) : 8491-8502
作者:  Millan, Luis F.;  Lebsock, Matthew D.;  Teixeira, Joao
收藏  |  浏览/下载：5/0  |  提交时间：2019/11/27
Multicomponent Satellite Assessment of Drought Severity in the Contiguous United States From 2002 to 2017 Using AMSR-E and AMSR2 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (7) : 5394-5412
作者:  Du, J.;  Kimball, J. S.;  Velicogna, I;  Zhao, M.;  Jones, L. A.;  Watts, J. D.;  Kim, Y.
收藏  |  浏览/下载：6/0  |  提交时间：2019/11/27
Quantifying Observational Errors in Biogeochemical-Argo Oxygen, Nitrate, and Chlorophylla a Concentrations 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2019, 46 (8) : 4330-4337
作者:  Mignot, A.;  39;Ortenzio, F.
收藏  |  浏览/下载：0/0  |  提交时间：2019/11/26
Enhanced Identification of Snow Melt and Refreeze Events From Passive Microwave Brightness Temperature Using Air Temperature 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (4) : 3248-3265
作者:  Tuttle, Samuel E.;  Jacobs, Jennifer M.
收藏  |  浏览/下载：0/0  |  提交时间：2019/11/26
An Intercomparison of Noah Model Skills With Benefits of Assimilating SMOPS Blended and Individual Soil Moisture Retrievals 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (4) : 2572-2592
作者:  Yin, Jifu;  Zhan, Xiwu;  Liu, Jicheng;  Schull, Mitch
收藏  |  浏览/下载：6/0  |  提交时间：2019/11/26
Downscaling SMAP Radiometer Soil Moisture Over the CONUS Using an Ensemble Learning Method 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (1) : 324-344
作者:  Abbaszadeh, Peyman;  Moradkhani, Hamid;  Zhan, Xiwu
收藏  |  浏览/下载：10/0  |  提交时间：2019/04/09
soil moisture downscaling  SMAP  ensemble learning  CONUS