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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
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  
Process-Guided Deep Learning Predictions of Lake Water Temperature 期刊论文
WATER RESOURCES RESEARCH, 2019
作者:  Read, Jordan S.;  Jia, Xiaowei;  Willard, Jared;  Appling, Alison P.;  Zwart, Jacob A.;  Oliver, Samantha K.;  Karpatne, Anuj;  Hansen, Gretchen J. A.;  Hanson, Paul C.;  Watkins, William;  Steinbach, Michael;  Kumar, Vipin
收藏  |  浏览/下载：19/0  |  提交时间：2020/02/16
deep learning  lake modelling  temperature prediction  process-guided deep learning  theory-guided data science  data science  
Modeling the Translocation and Transformation of Chemicals in the Soil-Plant Continuum: A Dynamic Plant Uptake Module for the HYDRUS Model 期刊论文
WATER RESOURCES RESEARCH, 2019
作者:  Brunetti, Giuseppe;  Kodesova, Radka;  Simunek, Jiri
收藏  |  浏览/下载：5/0  |  提交时间：2020/02/16
Plant uptake  Modeling  HYDRUS  Contaminants  
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
Flow Prediction in Ungauged Catchments Using Probabilistic Random Forests Regionalization and New Statistical Adequacy Tests 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (5) : 4364-4392
作者:  Prieto, Cristina;  Le Vine, Nataliya;  Kavetski, Dmitri;  Garcia, Eduardo;  Medina, Raul
收藏  |  浏览/下载：9/0  |  提交时间：2019/11/26
regionalization  ungauged catchments  uncertainty  random forests regression  model adequacy test  Bayesian inference  
Modeling Immiscible Two-Phase Flow in Rough Fractures From Capillary to Viscous Fingering 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (3) : 2033-2056
作者:  Yang, Zhibing;  Meheust, Yves;  Neuweiler, Insa;  Hu, Ran;  Niemi, Auli;  Chen, Yi-Feng
收藏  |  浏览/下载：10/0  |  提交时间：2019/11/26
immiscible displacement  rough fracture  numerical simulation  viscous fingering  capillary fingering  wettability  
AirSWOT InSAR Mapping of Surface Water Elevations and Hydraulic Gradients Across the Yukon Flats Basin, Alaska 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (2) : 937-953
作者:  Pitcher, Lincoln H.;  Pavelsky, Tamlin M.;  Smith, Laurence C.;  Moller, Delwyn K.;  Altenau, Elizabeth H.;  Allen, George H.;  Lion, Christine;  Butman, David;  Cooley, Sarah W.;  Fayne, Jessica V.;  Bertram, Mark
收藏  |  浏览/下载：5/0  |  提交时间：2019/11/26
Arctic-Boreal surface water hydrology  AirSWOT  Surface Water Ocean Topography (SWOT) satellite mission  Yukon River Flats  permafrost  
Strategies to Improve and Evaluate Physics-Based Hyperresolution Hydrologic Simulations at Regional Basin Scales 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (2) : 1129-1152
作者:  Ko, Ara;  Mascaro, Giuseppe;  Vivoni, Enrique R.
收藏  |  浏览/下载：9/0  |  提交时间：2019/11/26
Hyperresolution hydrologic modeling  Land surface temperature  Analysis of spatial patterns