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Physics-Informed Deep Neural Networks for Learning Parameters and Constitutive Relationships in Subsurface Flow Problems 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (5)
作者:  Tartakovsky, A. M.;  Marrero, C. Ortiz;  Perdikaris, Paris;  Tartakovsky, G. D.;  Barajas-Solano, D.
收藏  |  浏览/下载：12/0  |  提交时间：2020/07/02
deep neural networks  physics-informed machine learning  parameter estimation  learning constitutive relationships  unsaturated flow  MAP  
A Universal Model of Unsaturated Hydraulic Conductivity With Complementary Adsorptive and Diffusive Process Components 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (2)
作者:  Modaresi Rad, Arash;  Ghahraman, Bijan;  Mosaedi, Abolfazl;  Sadegh, Mojtaba
收藏  |  浏览/下载：6/0  |  提交时间：2020/07/02
Hydraulic conductivity  Multi-fractal soils  Percolation theory  Adsorptive and diffusive processes  
Bayesian Update and Method of Distributions: Application to Leak Detection in Transmission Mains 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (2)
作者:  Alawadhi, Abdulrahman;  Tartakovsky, Daniel M.
收藏  |  浏览/下载：5/0  |  提交时间：2020/07/02
uncertainty  stochastic  PDF method  data assimilation  
Stochastic Analysis of the Soil Water Content Standard Deviation-Mean Value Relationships: On the Physical Significance of the Critical Mean Soil Water Content 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (12) : 10588-10601
作者:  Russo, David
收藏  |  浏览/下载：6/0  |  提交时间：2020/02/16
unsaturated flow  spatial heterogeneity  constitutive relations  stochastic first-order analysis  numerical simulations  
What Triggers Streamflow for Intermittent Rivers and Ephemeral Streams in Low-Gradient Catchments in Mediterranean Climates 期刊论文
WATER RESOURCES RESEARCH, 2019
作者:  Gutierrez-Jurado, Karina Y.;  Partington, Daniel;  Batelaan, Okke;  Cook, Peter;  Shanafield, Margaret
收藏  |  浏览/下载：8/0  |  提交时间：2020/02/16
Intermittent Rivers and Ephemeral Streams  Streamflow generation  Integrated surface-subsurface modeling  Hydrological processes  
Modeling Variably Saturated Flow in Stratified Soils With Explicit Tracking of Wetting Front and Water Table Locations 期刊论文
WATER RESOURCES RESEARCH, 2019
作者:  Dai, Yongjiu;  Zhang, Shupeng;  Yuan, Hua;  Wei, Nan
收藏  |  浏览/下载：9/0  |  提交时间：2019/11/27
soil water  Richards'  equation  variably saturated flow model  stratified soils  explicit tracking of wetting front and water table locations  
Quantifying Disconnection of Groundwater From Managed-Ephemeral Surface Water During Drought and Conjunctive Agricultural Use 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (7) : 5871-5890
作者:  Fuchs, Erek H.;  King, James Phillip;  Carroll, Kenneth C.
收藏  |  浏览/下载：4/0  |  提交时间：2019/11/27
A Modular Framework for Modeling Unsaturated Soil Hydraulic Properties Over the Full Moisture Range 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (6) : 4994-5011
作者:  Weber, Tobias K. D.;  Durner, Wolfgang;  Streck, Thilo;  Diamantopoulos, Efstathios
收藏  |  浏览/下载：6/0  |  提交时间：2019/11/26
soil water retention curve  hydraulic conductivity curve  capillary bundle model  film flow  
Capillary Length and Field Capacity in Draining Soil Profiles 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (5) : 4499-4507
作者:  Aldrees, A.;  Nachabe, M.
收藏  |  浏览/下载：3/0  |  提交时间：2019/11/26
A High-Resolution Global Map of Soil Hydraulic Properties Produced by a Hierarchical Parameterization of a Physically Based Water Retention Model 期刊论文
WATER RESOURCES RESEARCH, 2018, 54 (12) : 9774-9790
作者:  Zhang, Yonggen;  Schaap, Marcel G.;  Zha, Yuanyuan
收藏  |  浏览/下载：6/0  |  提交时间：2019/04/09
hydraulic property  water content  pressure head  vadose zone  pedotransfer  global map