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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  
A Computationally Efficient and Physically Based Approach for Urban Flood Modeling Using a Flexible Spatiotemporal Structure 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (1)
作者:  Saksena, Siddharth;  Dey, Sayan;  Merwade, Venkatesh;  Singhofen, Peter J.
收藏  |  浏览/下载：4/0  |  提交时间：2020/07/02
A Rainfall-Runoff Model With LSTM-Based Sequence-to-Sequence Learning 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (1)
作者:  Xiang, Zhongrun;  Yan, Jun;  Demir, Ibrahim
收藏  |  浏览/下载：7/0  |  提交时间：2020/07/02
Distribution-Based Global Sensitivity Analysis in Hydrology 期刊论文
WATER RESOURCES RESEARCH, 2019
作者:  Ciriello, Valentina;  Lauriola, Ilaria;  Tartakovsky, Daniel M.
收藏  |  浏览/下载：7/0  |  提交时间：2020/02/16
uncertainty  surrogate model  polynomial chaos  evapotranspiration  
Bayesian Calibration and Sensitivity Analysis for a Karst Aquifer Model Using Active Subspaces 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (8) : 7086-7107
作者:  Parente, Mario Teixeira;  Bittner, Daniel;  Mattis, Steven A.;  Chiogna, Gabriele;  Wohlmuth, Barbara
收藏  |  浏览/下载：4/0  |  提交时间：2019/11/27
Can Convolution and Deconvolution Be Used as Tools for Modeling Multicomponent, Mixing-Limited Reaction Networks? 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (7) : 6302-6315
作者:  Engdahl, Nicholas B.;  McCallum, James L.;  Ginn, Timothy R.
收藏  |  浏览/下载：7/0  |  提交时间：2019/11/27
High-resolution mapping of daily climate variables by aggregating multiple spatial data sets with the random forest algorithm over the conterminous United States 期刊论文
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2019, 39 (6) : 2964-2983
作者:  Hashimoto, Hirofumi;  Wang, Weile;  Melton, Forrest S.;  Moreno, Adam L.;  Ganguly, Sangram;  Michaelis, Andrew R.;  Nemani, Ramakrishna R.
收藏  |  浏览/下载：10/0  |  提交时间：2019/11/26
daily surface climate  machine learning  NEX-GDM  precipitation  random forest  solar radiation and wind speed  temperature  
Global Relationships Between River Width, Slope, Catchment Area, Meander Wavelength, Sinuosity, and Discharge 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2019, 46 (6) : 3252-3262
作者:  Frasson, Renato Prata de Moraes;  Pavelsky, Tamlin M.;  Fonstad, Mark A.;  Durand, Michael T.;  Allen, George H.;  Schumann, Guy;  Lion, Christine;  Beighley, R. Edward;  Yang, Xiao
收藏  |  浏览/下载：14/0  |  提交时间：2019/11/26
fluvial geomorphology  hydrology  remote sensing  
When Should Irrigators Invest in More Water-Efficient Technologies as an Adaptation to Climate Change? 期刊论文
WATER RESOURCES RESEARCH, 2018, 54 (11) : 8999-9032
作者:  Malek, Keyvan;  Adam, Jennifer;  Stockle, Claudio;  Brady, Michael;  Rajagopalan, Kirti
收藏  |  浏览/下载：9/0  |  提交时间：2019/04/09
investment  hydrology  agriculture  simulation climate change  irrigation  
Subglacial Conduit Roughness: Insights From Computational Fluid Dynamics Models 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2018, 45 (20) : 11206-11218
作者:  Chen, Yunxiang;  Liu, Xiaofeng;  Gulley, Jason D.;  Mankoff, Kenneth D.
收藏  |  浏览/下载：6/0  |  提交时间：2019/04/09