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Challenges in Applying Machine Learning Models for Hydrological Inference: A Case Study for Flooding Events Across Germany 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (5)
作者:  Schmidt, Lennart;  Hesse, Falk;  Attinger, Sabine;  Kumar, Rohini
收藏  |  浏览/下载：7/0  |  提交时间：2020/05/13
machine learning  inference  floods  
Quantifying the Spatial Variability of a Snowstorm Using Differential Airborne Lidar 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (3)
作者:  Brandt, W. Tyler;  Bormann, Kat J.;  Cannon, Forest;  Deems, Jeffrey S.;  Painter, Thomas H.;  Steinhoff, Daniel F.;  Dozier, Jeff
收藏  |  浏览/下载：12/0  |  提交时间：2020/07/02
Debates: Does Information Theory Provide a New Paradigm for Earth Science? Emerging Concepts and Pathways of Information Physics 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (2)
作者:  Perdigao, Rui A. P.;  Ehret, Uwe;  Knuth, Kevin H.;  Wang, Jingfeng
收藏  |  浏览/下载：7/0  |  提交时间：2020/07/02
information physics  information theory  thermodynamics  kinematic geometry  entropy  complex systems  
Challenges, Opportunities, and Pitfalls for Global Coupled Hydrologic-Hydraulic Modeling of Floods 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (7) : 5277-5300
作者:  Grimaldi, S.;  Schumann, G. J-P;  Shokri, A.;  Walker, J. P.;  Pauwels, V. R. N.
收藏  |  浏览/下载：12/0  |  提交时间：2019/11/27
(How Much Water Is Evaporated Across California? A Multiyear Assessment Using a Biophysical Model Forced With Satellite Sensing Data) 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (4) : 2722-2741
作者:  Baldocchi, Dennis;  Dralle, David;  Jiang, Chongya;  Ryu, Youngryel
收藏  |  浏览/下载：10/0  |  提交时间：2019/11/26
Downscaling Vertical GPS Observations to Derive Watershed-Scale Hydrologic Loading in the Northern Rockies 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (1) : 391-401
作者:  Knappe, E.;  Bendick, R.;  Martens, H. R.;  Argus, D. F.;  Gardner, W. P.
收藏  |  浏览/下载：0/0  |  提交时间：2019/04/09
A Transdisciplinary Review of Deep Learning Research and Its Relevance for Water Resources Scientists 期刊论文
WATER RESOURCES RESEARCH, 2018, 54 (11) : 8558-8593
作者:  Shen, Chaopeng
收藏  |  浏览/下载：6/0  |  提交时间：2019/04/09
deep learning  artificial intelligence  AI neuroscience  data mining  transformative  
The Effect of Global Warming on Future Water Availability: CMIP5 Synthesis 期刊论文
WATER RESOURCES RESEARCH, 2018, 54 (10) : 7791-7819
作者:  Ferguson, C. R.;  Pan, M.;  Oki, Taikan
收藏  |  浏览/下载：6/0  |  提交时间：2019/04/09
Global investigation of Soil Moisture and Latent Heat Flux Coupling Strength 期刊论文
WATER RESOURCES RESEARCH, 2018, 54 (10) : 8196-8215
作者:  Lei, Fangni;  Crow, Wade T.;  Holmes, Thomas R. H.;  Hain, Christopher;  Anderson, Martha C.
收藏  |  浏览/下载：7/0  |  提交时间：2019/04/09
Disconnection Between Trends of Atmospheric Drying and Continental Runoff 期刊论文
WATER RESOURCES RESEARCH, 2018, 54 (7) : 4700-4713
作者:  Yang, Yuting;  Zhang, Shulei;  McVicar, Tim R.;  Beck, Hylke E.;  Zhang, Yongqiang;  Liu, Bing
收藏  |  浏览/下载：11/0  |  提交时间：2019/04/09
aridity index  runoff trends  runoff sensitivity  atmospheric aridity  terrestrial aridity  potential evapotranspiration