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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  
Deposition Potential and Flow-Response Dynamics of Emergent Sandbars in a Braided River 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (1)
作者:  Alexander, Jason S.;  McElroy, Brandon;  Huzurbazar, Snehalata;  Elliott, Caroline;  Murr, Marissa L.
收藏  |  浏览/下载：8/0  |  提交时间：2020/07/02
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  
Multiscale Data Fusion for Surface Soil Moisture Estimation: A Spatial Hierarchical Approach 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (12) : 10443-10465
作者:  Kathuria, Dhruva;  Mohanty, Binayak P.;  Katzfuss, Matthias
收藏  |  浏览/下载：9/0  |  提交时间：2020/02/16
soil moisture remote sensing  scaling  multi-instrument data fusion  spatial hierarchical model  uncertainty  physical controls  
Hierarchical Bayesian Approach for Modeling Spatiotemporal Variability in Flood Damage Processes 期刊论文
WATER RESOURCES RESEARCH, 2019
作者:  Sairam, Nivedita;  Schroeter, Kai;  Roezer, Viktor;  Merz, Bruno;  Kreibich, Heidi
收藏  |  浏览/下载：6/0  |  提交时间：2019/11/27
flood risk  flood loss model transfer  multilevel probabilistic flood loss model  
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  
Using Bayesian Networks for Sensitivity Analysis of Complex Biogeochemical Models 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (4) : 3541-3555
作者:  Dai, Heng;  Chen, Xingyuan;  Ye, Ming;  Song, Xuehang;  Hammond, Glenn;  Hu, Bill;  Zachara, John M.
收藏  |  浏览/下载：5/0  |  提交时间：2019/11/26
BayGEN: A Bayesian Space-Time Stochastic Weather Generator 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (4) : 2900-2915
作者:  Verdin, Andrew;  Rajagopalan, Balaji;  Kleiber, William;  Podesta, Guillermo;  Bert, Federico
收藏  |  浏览/下载：8/0  |  提交时间：2019/11/26
Key Factors Affecting Temporal Variability in Stream Water Quality 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (1) : 112-129
作者:  Guo, D.;  Lintern, A.;  Webb, J. A.;  Ryu, D.;  Liu, S.;  Bende-Michl, U.;  Leahy, P.;  Wilson, P.;  Western, A. W.
收藏  |  浏览/下载：6/0  |  提交时间：2019/04/09
water quality  temporal variability  nutrients  statistical modeling  Bayesian hierarchical model  monitoring