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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
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  
Including Farmer Irrigation Behavior in a Sociohydrological Modeling Framework With Application in North India 期刊论文
WATER RESOURCES RESEARCH, 2018, 54 (7) : 4849-4866
作者:  O&;  39;Keeffe, Jimmy
收藏  |  浏览/下载：1/0  |  提交时间：2019/04/09
behavior  irrigation  India  water security  sociohydrology  modeling  
On the Longitudinal Dispersion in Conservative Transport Through Heterogeneous Porous Formations at Finite Peclet Numbers 期刊论文
WATER RESOURCES RESEARCH, 2017, 53 (10)
作者:  Severino, Gerardo;  39;urso, Guido
收藏  |  浏览/下载：0/0  |  提交时间：2019/04/09
Large-scale inverse model analyses employing fast randomized data reduction 期刊论文
WATER RESOURCES RESEARCH, 2017, 53 (8)
作者:  Lin, Youzuo;  39;Malley, Daniel
收藏  |  浏览/下载：5/0  |  提交时间：2019/04/09
hydraulic inverse modeling  data reduction  randomization  geostatistical inversion