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Estimating Terrestrial Snow Mass via Multi-sensor Assimilation of Synthetic AMSR-E Brightness Temperature Spectral Differences and Synthetic GRACE Terrestrial Water Storage Retrievals 期刊论文
Water Resources Research, 2021
作者:  Jing Wang;  Barton A. Forman;  Manuela Girotto;  Rolf H. Reichle
收藏  |  浏览/下载：6/0  |  提交时间：2021/08/25
Exploration of synthetic terrestrial snow mass estimation via assimilation of AMSR‐E brightness temperature spectral differences using the Catchment land surface model and support vector machine regression 期刊论文
Water Resources Research, 2021
作者:  Jing Wang;  Barton A. Forman;  Yuan Xue
收藏  |  浏览/下载：22/0  |  提交时间：2021/01/22
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
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  
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
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  
Estimating Snow Mass in North America Through Assimilation of Advanced Microwave Scanning Radiometer Brightness Temperature Observations Using the Catchment Land Surface Model and Support Vector Machines 期刊论文
WATER RESOURCES RESEARCH, 2018, 54 (9) : 6488-6509
作者:  Xue, Yuan;  Forman, Barton A.;  Reichle, Rolf H.
收藏  |  浏览/下载：8/0  |  提交时间：2019/04/09
snow  data assimilation  passive microwave  machine learning