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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
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  
Understanding and Modeling the Occurrence of E. coli Blooms in Drinking Water Reservoirs 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (12) : 10518-10526
作者:  Bertone, Edoardo;  Kozak, Sonya;  Roiko, Anne
收藏  |  浏览/下载：5/0  |  提交时间：2020/02/16
Bayesian Network  Escherichia coli  risk assessment  water resources management  
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  
Streamflow Reconstruction in the Upper Missouri River Basin Using a Novel Bayesian Network Model 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (9) : 7694-7716
作者:  Ravindranath, Arun;  Devineni, Naresh;  Lall, Upmanu;  Cook, Edward R.;  Pederson, Greg;  Martin, Justin;  Woodhouse, Connie
收藏  |  浏览/下载：9/0  |  提交时间：2019/11/27
spatial Markov model  paleo-reconstructions  streamflow reconstructions  Bayesian statistics  water management  stochastic hydrology  
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  
A Global Perspective on Local Meteoric Water Lines: Meta-analytic Insight Into Fundamental Controls and Practical Constraints 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (8) : 6896-6910
作者:  Putman, Annie L.;  Fiorella, Richard P.;  Bowen, Gabriel J.;  Cai, Zhongyin
收藏  |  浏览/下载：12/0  |  提交时间：2019/11/27
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  
Deep Autoregressive Neural Networks for High-Dimensional Inverse Problems in Groundwater Contaminant Source Identification 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (5) : 3856-3881
作者:  Mo, Shaoxing;  Zabaras, Nicholas;  Shi, Xiaoqing;  Wu, Jichun
收藏  |  浏览/下载：10/0  |  提交时间：2019/11/26