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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  
Reformulation of Bayesian Geostatistical Approach on Principal Components 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (4)
作者:  Zhao, Yue;  Luo, Jian
收藏  |  浏览/下载：5/0  |  提交时间：2020/07/02
geostatistical approach  inverse modeling  principal component  
Correlation Effects? A Major but Often Neglected Component in Sensitivity and Uncertainty Analysis 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (3)
作者:  Do, Nhu Cuong;  Razavi, Saman
收藏  |  浏览/下载：4/0  |  提交时间：2020/07/02
Improving Simulation Efficiency of MCMC for Inverse Modeling of Hydrologic Systems With a Kalman-Inspired Proposal Distribution 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (3)
作者:  Zhang, Jiangjiang;  Vrugt, Jasper A.;  Shi, Xiaoqing;  Lin, Guang;  Wu, Laosheng;  Zeng, Lingzao
收藏  |  浏览/下载：9/0  |  提交时间：2020/07/02
Integration of Adversarial Autoencoders With Residual Dense Convolutional Networks for Estimation of Non-Gaussian Hydraulic Conductivities 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (2)
作者:  Mo, Shaoxing;  Zabaras, Nicholas;  Shi, Xiaoqing;  Wu, Jichun
收藏  |  浏览/下载：11/0  |  提交时间：2020/07/02
Surrogate-Based Bayesian Inverse Modeling of the Hydrological System: An Adaptive Approach Considering Surrogate Approximation Error 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (1)
作者:  Zhang, Jiangjiang;  Zheng, Qiang;  Chen, Dingjiang;  Wu, Laosheng;  Zeng, Lingzao
收藏  |  浏览/下载：10/0  |  提交时间：2020/07/02
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  
A Consistent Approach for Probabilistic Residential Flood Loss Modeling in Europe 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (12) : 10616-10635
作者:  Luedtke, Stefan;  Schroeter, Kai;  Steinhausen, Max;  Weise, Laura;  Figueiredo, Rui;  Kreibich, Heidi
收藏  |  浏览/下载：4/0  |  提交时间：2020/02/16
Probabilistic  flood loss model  Europe  flood risk