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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  
Improving SWE Estimation With Data Assimilation: The Influence of Snow Depth Observation Timing and Uncertainty 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (5)
作者:  Smyth, Eric J.;  Raleigh, Mark S.;  Small, Eric E.
收藏  |  浏览/下载:9/0  |  提交时间:2020/05/13
SWE  Assimilation  Particle Filter  Snow Depth  Observation Timing  Snow Density  
Hydrologically Informed Machine Learning for Rainfall-Runoff Modeling: A Genetic Programming-Based Toolkit for Automatic Model Induction 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (4)
作者:  Chadalawada, Jayashree;  Herath, H. M. V. V.;  Babovic, Vladan
收藏  |  浏览/下载:7/0  |  提交时间:2020/07/02
rainfall-runoff modeling  flexible conceptual modeling framework  machine learning  genetic programming  
Quantifying Climate and Catchment Control on Hydrological Drought in the Continental United States 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (1)
作者:  Konapala, Goutam;  Mishra, Ashok
收藏  |  浏览/下载:5/0  |  提交时间:2020/07/02
Multicomponent Ionic Transport Modeling in Physically and Electrostatically Heterogeneous Porous Media With PhreeqcRM Coupling for Geochemical Reactions 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (12) : 11121-11143
作者:  Muniruzzaman, Muhammad;  Rolle, Massimo
收藏  |  浏览/下载:8/0  |  提交时间:2020/02/16
reactive transport modeling  charge interactions  clay systems  heterogeneity  Nernst-Planck equations  PhreeqcRM  
Advances in Quantifying Streamflow Variability Across Continental Scales: 2. Improved Model Regionalization and Prediction Uncertainties Using Hierarchical Bayesian Methods 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (12) : 11061-11087
作者:  Alexander, Richard B.;  Schwarz, Gregory E.;  Boyer, Elizabeth W.
收藏  |  浏览/下载:8/0  |  提交时间:2020/02/16
hierarchical Bayesian  hydrological modeling  SPARROW  regionalization methods  
Bed Load Sediment Transport and Morphological Evolution in a Degrading Uniform Sediment Channel Under Unsteady Flow Hydrographs 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (7) : 5431-5452
作者:  Wang, Le;  Cuthbertson, Alan;  Pender, Gareth;  Zhong, Deyu
收藏  |  浏览/下载:4/0  |  提交时间:2019/11/27
A Spatially Enhanced Data-Driven Multimodel to Improve Groundwater Forecasts in the High Plains Aquifer, USA 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (7) : 5941-5961
作者:  Amaranto, A.;  Munoz-Arriola, F.;  Solomatine, D. P.;  Corzo, G.
收藏  |  浏览/下载:0/0  |  提交时间:2019/11/27
Characterizing Maritime Snow Canopy Interception in Forested Mountains 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (6) : 4564-4581
作者:  Roth, T. R.;  Nolin, A. W.
收藏  |  浏览/下载:7/0  |  提交时间:2019/11/26
canopy snow interception  snow-forest processes  snow modeling  aerial lidar  
Saturation Dependence of Non-Fickian Transport in Porous Media 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (2) : 1153-1166
作者:  Hasan, Sharul;  Joekar-Niasar, Vahid;  Karadimitriou, Nikolaos K.;  Sahimi, Muhammad
收藏  |  浏览/下载:11/0  |  提交时间:2019/11/26
dispersion  unsaturated soil  non-Fickian transport  stagnant saturation  relative permeability  pore network model