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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
Improving cold-region streamflow estimation by winter precipitation adjustment using passive microwave snow remote sensing datasets 期刊论文
Environmental Research Letters, 2021
作者:  D Kang;  K Lee;  E J Kim
收藏  |  浏览/下载:3/0  |  提交时间:2021/04/12
Mapping of Active Frazil for Antarctic coastal polynyas, with an Estimation of Sea‐Ice Production 期刊论文
Geophysical Research Letters, 2021
作者:  K. Nakata;  K. I. Ohshima;  S. Nihashi
收藏  |  浏览/下载:1/0  |  提交时间:2021/03/29
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
Evaluating and improving the sand storm numerical simulation performance in Northwestern China using WRF-Chem and remote sensing soil moisture data 期刊论文
Atmospheric Research, 2020
作者:  Tian Han, Xiaoduo Pan, Xufeng Wang
收藏  |  浏览/下载:6/0  |  提交时间:2020/12/28
Scale and Rossby Number Dependence of Observed Wind Responses to Ocean-Mesoscale Sea Surface Temperatures 期刊论文
Journal of the Atmospheric Sciences, 2020
作者:  Schneider, Niklas
收藏  |  浏览/下载:14/0  |  提交时间:2020/09/14
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