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Machine Learning Predicts Reach-Scale Channel Types From Coarse-Scale Geospatial Data in a Large River Basin 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (3)
作者:  Guillon, Herve;  Byrne, Colin F.;  Lane, Belize A.;  Solis, Samuel Sandoval;  Pasternack, Gregory B.
收藏  |  浏览/下载：7/0  |  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
Forecasting Residential Water Consumption in California: Rethinking Model Selection 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (1)
作者:  Buck, Steven;  Auffhammer, Maximilian;  Soldati, Hilary;  Sunding, David
收藏  |  浏览/下载：7/0  |  提交时间：2020/07/02
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  
Benefits of Explicit Treatment of Zero Flows in Probabilistic Hydrological Modeling of Ephemeral Catchments 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (12) : 11035-11060
作者:  McInerney, David;  Kavetski, Dmitri;  Thyer, Mark;  Lerat, Julien;  Kuczera, George
收藏  |  浏览/下载：8/0  |  提交时间：2020/02/16
probabilistic streamflow prediction  ephemeral catchments  residual error model  zero flow  censoring approach  Box-Cox transformation  
Hydrogeological Modeling and Water Resources Management: Improving the Link Between Data, Prediction, and Decision Making 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (12) : 10340-10357
作者:  Harken, Bradley;  Chang, Ching-Fu;  Dietrich, Peter;  Kalbacher, Thomas;  Rubin, Yoram
收藏  |  浏览/下载：5/0  |  提交时间：2020/02/16
Advances in Quantifying Streamflow Variability Across Continental Scales: 1. Identifying Natural and Anthropogenic Controlling Factors in the USA Using a Spatially Explicit Modeling Method 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (12) : 10893-10917
作者:  Alexander, Richard B.;  Schwarz, Gregory E.;  Boyer, Elizabeth W.
收藏  |  浏览/下载：5/0  |  提交时间：2020/02/16
Probabilistic Forecast of Single-Phase Flow in Porous Media With Uncertain Properties 期刊论文
WATER RESOURCES RESEARCH, 2019
作者:  Yang, Hyung Jun;  Boso, Francesca;  Tchelepi, Hamdi A.;  Tartakovsky, Daniel M.
收藏  |  浏览/下载：9/0  |  提交时间：2019/11/27
uncertainty quantification  groundwater flow  random conductivity  method of distributions  risk assessment  rare events  
Effectiveness of CMIP5 Decadal Experiments for Interannual Rainfall Prediction Over Australia 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (8) : 7400-7418
作者:  Choudhury, Dipayan;  Mehrotra, Rajeshwar;  Sharma, Ashish;  Sen Gupta, Alexander;  Sivakumar, Bellie
收藏  |  浏览/下载：5/0  |  提交时间：2019/11/27
Upscaling and Prediction of Lagrangian Velocity Dynamics in Heterogeneous Porous Media 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (5) : 3976-3996
作者:  Hakoun, Vivien;  Comolli, Alessandro;  Dentz, Marco
收藏  |  浏览/下载：6/0  |  提交时间：2019/11/26