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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  
River Water-Quality Concentration and Flux Estimation Can be Improved by Accounting for Serial Correlation Through an Autoregressive Model 期刊论文
WATER RESOURCES RESEARCH, 2019
作者:  Zhang, Qian;  Hirsch, Robert M.
收藏  |  浏览/下载：10/0  |  提交时间：2020/02/16
flux estimation  autocorrelation  autoregressive model  Kalman filter  WRTDS  river water-quality monitoring  
Copula Theory as a Generalized Framework for Flow-Duration Curve Based Streamflow Estimates in Ungaged and Partially Gaged Catchments 期刊论文
WATER RESOURCES RESEARCH, 2019
作者:  Worland, Scott. C.;  Steinschneider, Scott;  Farmer, William;  Asquith, William;  Knight, Rodney
收藏  |  浏览/下载：7/0  |  提交时间：2020/02/16
copulas  flow-duration curves  streamflow estimation  QPPQ  regionalization  PUB  
Improved Dynamic System Response Curve Method for Real-Time Flood Forecast Updating 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (9) : 7493-7519
作者:  Si, Wei;  Gupta, Hoshin, V;  Bao, Weimin;  Jiang, Peng;  Wang, Wenzhuo
收藏  |  浏览/下载：9/0  |  提交时间：2019/11/27
improved DSRC  real-time flood forecasting  rainfall heterogeneity  spatially distributed rainfall error estimation  ridge estimation  operational hydrology  
Future Trends in the Interdependence Between Flood Peaks and Volumes: Hydro-Climatological Drivers and Uncertainty 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (6) : 4745-4759
作者:  Brunner, Manuela I.;  Hingray, Benoit;  Zappa, Massimiliano;  Favre, Anne-Catherine
收藏  |  浏览/下载：7/0  |  提交时间：2019/11/26
design flood estimation  climate change  hydrological modelling  non-stationarity  frequency analysis  PREVAH  
Defensive Investment in Municipal Water Hardness Reduction 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (6) : 4886-4900
作者:  Farah, Naima;  Torell, Gregory L.
收藏  |  浏览/下载：5/0  |  提交时间：2019/11/26
Water economics  desalination  willingness to pay estimation  defensive investment  
A Curve-Fitting Method for Estimating Bathymetry From Water Surface Height and Width 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (5) : 4288-4303
作者:  Schaperow, Jacob R.;  Li, Dongyue;  Margulis, Steven A.;  Lettenmaier, Dennis P.
收藏  |  浏览/下载：8/0  |  提交时间：2019/11/26
river bathymetry  remote sensing  priors  parameter estimation  SWOT  hydrodynamic modeling  
Models of Single-Well Push-Pull Test With Mixing Effect in the Wellbore 期刊论文
WATER RESOURCES RESEARCH, 2018, 54 (12) : 10155-10171
作者:  Wang, Quanrong;  Shi, Wenguang;  Zhan, Hongbin;  Gu, Haochen;  Chen, Kewei
收藏  |  浏览/下载：8/0  |  提交时间：2019/04/09
Radial dispersion  Parameter estimation  Solute transport  Modeling  
Stochastic Rainfall Modeling at Sub-kilometer Scale 期刊论文
WATER RESOURCES RESEARCH, 2018, 54 (6) : 4108-4130
作者:  Benoit, Lionel;  Allard, Denis;  Mariethoz, Gregoire
收藏  |  浏览/下载：6/0  |  提交时间：2019/04/09
stochastic rainfall model  space-time statistics  Bayesian estimation  high-resolution rain gauges  rainfall variability  
BAM: Bayesian AMHG-Manning Inference of Discharge Using Remotely Sensed Stream Width, Slope, and Height 期刊论文
WATER RESOURCES RESEARCH, 2017, 53 (11)
作者:  Hagemann, M. W.;  Gleason, C. J.;  Durand, M. T.
收藏  |  浏览/下载：16/0  |  提交时间：2019/04/09
remote sensing  Bayesian inference  SWOT mission  discharge estimation