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Understanding the Impact of Observation Data Uncertainty on Probabilistic Streamflow Forecasts Using a Dynamic Hierarchical Model 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (4)
作者:  Das Bhowmik, Rajarshi;  Ng, Tze Ling;  Wang, Jui-Pin
收藏  |  浏览/下载：8/0  |  提交时间：2020/07/02
uncertainty  measurement error  Bayesian  BDHM  forecasting  Streamflow  
Incorporating Posterior-Informed Approximation Errors Into a Hierarchical Framework to Facilitate Out-of-the-BoxMCMC Sampling for Geothermal Inverse Problems and Uncertainty Quantification 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (1)
作者:  Maclaren, Oliver J.;  39;Sullivan, John P.;  39;Sullivan, Michael J.
收藏  |  浏览/下载：4/0  |  提交时间：2020/07/02
Advances in Quantifying Streamflow Variability Across Continental Scales: 2. Improved Model Regionalization and Prediction Uncertainties Using Hierarchical Bayesian Methods 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (12) : 11061-11087
作者:  Alexander, Richard B.;  Schwarz, Gregory E.;  Boyer, Elizabeth W.
收藏  |  浏览/下载：8/0  |  提交时间：2020/02/16
hierarchical Bayesian  hydrological modeling  SPARROW  regionalization methods  
Data Assimilation and Online Parameter Optimization in Groundwater Modeling Using Nested Particle Filters 期刊论文
WATER RESOURCES RESEARCH, 2019
作者:  Ramgraber, M.;  Albert, C.;  Schirmer, M.
收藏  |  浏览/下载：4/0  |  提交时间：2020/02/16
particle filter  data assimilation  parameter optimization  hyperparameters  Bayesian  groundwater  
Rapid Stage-Discharge Rating Curve Assessment Using Hydraulic Modeling in an Uncertainty Framework 期刊论文
WATER RESOURCES RESEARCH, 2019
作者:  Mansanarez, Valentin;  Westerberg, Ida K.;  Lam, Norris;  Lyon, Steve W.
收藏  |  浏览/下载：5/0  |  提交时间：2020/02/16
Bayesian Calibration and Sensitivity Analysis for a Karst Aquifer Model Using Active Subspaces 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (8) : 7086-7107
作者:  Parente, Mario Teixeira;  Bittner, Daniel;  Mattis, Steven A.;  Chiogna, Gabriele;  Wohlmuth, Barbara
收藏  |  浏览/下载：4/0  |  提交时间：2019/11/27
Statistical Postprocessing of Water Level Forecasts Using Bayesian Model Averaging With Doubly Truncated Normal Components 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (5) : 3997-4013
作者:  Baran, Sandor;  Hemri, Stephan;  El Ayari, Mehrez
收藏  |  浏览/下载：5/0  |  提交时间：2019/11/26
Bayesian model averaging  Box-Cox transformation  ensemble model output statistics  ensemble postprocessing  probabilistic forecasting  truncated normal distribution  
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  
Shift Happens! Adjusting Stage-Discharge Rating Curves to Morphological Changes at Known Times 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (4) : 2876-2899
作者:  Mansanarez, V;  Renard, B.;  Le Coz, J.;  Lang, M.;  Darienzo, M.
收藏  |  浏览/下载：1/0  |  提交时间：2019/11/26
A Comparison of Methods for Streamflow Uncertainty Estimation 期刊论文
WATER RESOURCES RESEARCH, 2018, 54 (10) : 7149-7176
作者:  Kiang, Julie E.;  Gazoorian, Chris;  McMillan, Hilary;  Coxon, Gemma;  Le Coz, Jerome;  Westerberg, Ida K.;  Belleville, Arnaud;  Sevrez, Damien;  Sikorska, Anna E.;  Petersen-Overleir, Asgeir;  Reitan, Trond;  Freer, Jim;  Renard, Benjamin;  Mansanarez, Valentin;  Mason, Robert
收藏  |  浏览/下载：4/0  |  提交时间：2019/04/09