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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  
The Sensitivity of Hyporheic Exchange to Fractal Properties of Riverbeds 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (5)
作者:  Lee, Anzy;  Aubeneau, Antoine F.;  Cardenas, Bayani
收藏  |  浏览/下载:10/0  |  提交时间:2020/05/13
Fundamental Hydraulics of Cross Sections in Natural Rivers: Preliminary Analysis of a Large Data Set of Acoustic Doppler Flow Measurements 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (3)
作者:  Bjerklie, David M.;  Fulton, John W.;  Dingman, S. Lawrence;  Canova, Michael G.;  Minear, Justin T.;  Moramarco, Tommaso
收藏  |  浏览/下载:8/0  |  提交时间:2020/07/02
Multiorder Hydrologic Position in the Conterminous United States: A Set of Metrics in Support of Groundwater Mapping at Regional and National Scales 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (12) : 11188-11207
作者:  Belitz, Kenneth;  Moore, Richard B.;  Arnold, Terri L.;  Sharpe, Jennifer B.;  Starn, J. J.
收藏  |  浏览/下载:11/0  |  提交时间:2020/02/16
hydrology  groundwater  machine learning  mapping  GIS  
Revealing Hidden Climate Indices from the Occurrence of Hydrologic Extremes 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (9) : 7662-7681
作者:  Renard, Benjamin;  Thyer, Mark
收藏  |  浏览/下载:5/0  |  提交时间:2019/11/27
hydrologic extremesclimate indicesBayesian hierarchical modellingspace-time variabilityfloods  
Information Theory for Model Diagnostics: Structural Error is Indicated Trade-Off Between Functional and Predictive Performance 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (8) : 6534-6554
作者:  Ruddell, Benjamin L.;  Drewry, Darren T.;  Nearing, Grey S.
收藏  |  浏览/下载:8/0  |  提交时间:2019/11/27
Prediction and Inference of Flow Duration Curves Using Multioutput Neural Networks 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (8) : 6850-6868
作者:  Worland, Scott. C.;  Steinschneider, Scott;  Asquith, William;  Knight, Rodney;  Wieczorek, Michael
收藏  |  浏览/下载:7/0  |  提交时间:2019/11/27
Advective Transport in Discrete Fracture Networks With Connected and Disconnected Textures Representing Internal Aperture Variability 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (7) : 5487-5501
作者:  Frampton, A.;  Hyman, J. D.;  Zou, L.
收藏  |  浏览/下载:0/0  |  提交时间:2019/11/27
X-Ray Computed Microtomography Imaging of Abiotic Carbonate Precipitation in Porous Media From a Supersaturated Solution: Insights Into Effect of CO2 Mineral Trapping on Permeability 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (5) : 3835-3855
作者:  Baek, Seung-Hun;  Hong, Jung-Wuk;  Kim, Kwang Yeom;  Yeom, Sun;  Kwon, Tae-Hyuk
收藏  |  浏览/下载:6/0  |  提交时间:2019/11/26
Stochastic Dynamics of Lagrangian Pore-Scale Velocities in Three-Dimensional Porous Media 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (2) : 1196-1217
作者:  Puyguiraud, Alexandre;  Gouze, Philippe;  Dentz, Marco
收藏  |  浏览/下载:5/0  |  提交时间:2019/11/26
pore-scale flow and transport  Lagrangian velocities  continuous time random walks  time domain random walks  non-Fickian dispersion  upscaling