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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  
Predicting geogenic Arsenic in Drinking Water Wells in Glacial Aquifers, North-Central USA: Accounting for Depth-Dependent Features 期刊论文
WATER RESOURCES RESEARCH, 2018, 54 (12) : 10172-10187
作者:  Erickson, M. L.;  Elliott, S. M.;  Christenson, C. A.;  Krall, A. L.
收藏  |  浏览/下载：8/0  |  提交时间：2019/04/09
groundwater  arsenic  probability model  geochemistry  machine learning  domestic well  
A Ranking of Hydrological Signatures Based on Their Predictability in Space 期刊论文
WATER RESOURCES RESEARCH, 2018, 54 (11) : 8792-8812
作者:  Addor, N.;  Nearing, G.;  Prieto, C.;  Newman, A. J.;  Le Vine, N.;  Clark, M. P.
收藏  |  浏览/下载：5/0  |  提交时间：2019/04/09
hydrological signatures  large-sample hydrology  catchment behavior  machine learning  spatial autocorrelation  
Uncertainty Quantification for Subsurface Flow and Transport: Coping With Nonlinearity/Irregularity via Polynomial Chaos Surrogate and Machine Learning 期刊论文
WATER RESOURCES RESEARCH, 2018, 54 (10) : 7733-7751
作者:  Meng, J.;  Li, H.
收藏  |  浏览/下载：0/0  |  提交时间：2019/04/09
Estimating Snow Mass in North America Through Assimilation of Advanced Microwave Scanning Radiometer Brightness Temperature Observations Using the Catchment Land Surface Model and Support Vector Machines 期刊论文
WATER RESOURCES RESEARCH, 2018, 54 (9) : 6488-6509
作者:  Xue, Yuan;  Forman, Barton A.;  Reichle, Rolf H.
收藏  |  浏览/下载：8/0  |  提交时间：2019/04/09
snow  data assimilation  passive microwave  machine learning  
The Impact of Landscape Characteristics on Groundwater Dissolved Organic Nitrogen: Insights From Machine Learning Methods and Sensitivity Analysis 期刊论文
WATER RESOURCES RESEARCH, 2018, 54 (7) : 4785-4804
作者:  Wang, B.;  Hipsey, M. R.;  Ahmed, S.;  Oldham, C.
收藏  |  浏览/下载：5/0  |  提交时间：2019/04/09
groundwater  dissolved organic nitrogen  urbanization  machine learning  sensitivity analysis  
Information-Theoretic Approach to Bidirectional Scaling 期刊论文
WATER RESOURCES RESEARCH, 2018, 54 (7) : 4916-4928
作者:  Boso, Francesca;  Tartakovsky, Daniel M.
收藏  |  浏览/下载：3/0  |  提交时间：2019/04/09
subsurface  upscaling  machine learning  stochastic  
A New Machine-Learning Approach for Classifying Hysteresis in Suspended-Sediment Discharge Relationships Using High-Frequency Monitoring Data 期刊论文
WATER RESOURCES RESEARCH, 2018, 54 (6) : 4040-4058
作者:  Hamshaw, Scott D.;  Dewoolkar, Mandar M.;  Schroth, Andrew W.;  Wemple, Beverley C.;  Rizzo, Donna M.
收藏  |  浏览/下载：6/0  |  提交时间：2019/04/09
suspended sediment  hysteresis  concentration-discharge relationships  pattern recognition  restricted Boltzmann machine  event sediment dynamics  
Uncertainty Quantification of Medium-Term Heat Storage From Short-Term Geophysical Experiments Using Bayesian Evidential Learning 期刊论文
WATER RESOURCES RESEARCH, 2018, 54 (4) : 2931-2948
作者:  Hermans, Thomas;  Nguyen, Frederic;  Klepikova, Maria;  Dassargues, Alain;  Caers, Jef
收藏  |  浏览/下载：8/0  |  提交时间：2019/04/09
Predicting Hydrologic Function With Aquatic Gene Fragments 期刊论文
WATER RESOURCES RESEARCH, 2018, 54 (3) : 2424-2435
作者:  Good, S. P.;  URycki, D. R.;  Crump, B. C.
收藏  |  浏览/下载：0/0  |  提交时间：2019/04/09
DNA  machine learning  support vector regression  discharge  return interval  genohydrology