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Debates-Does Information Theory Provide a New Paradigm for Earth Science? 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (2)
作者:  Kumar, Praveen;  Gupta, Hoshin V.
收藏  |  浏览/下载：24/0  |  提交时间：2020/07/02
Complex Systems  Hypothesis Testing  Information Physics  Algorithmic Information  Causality  
Recursive Bayesian Estimation of Conceptual Rainfall-Runoff Model Errors in Real-Time Prediction of Streamflow 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (2)
作者:  Tajiki, M.;  Schoups, G.;  Hendricks Franssen, H. J.;  Najafinejad, A.;  Bahremand, A.
收藏  |  浏览/下载：1/0  |  提交时间：2020/07/02
Benefits of Explicit Treatment of Zero Flows in Probabilistic Hydrological Modeling of Ephemeral Catchments 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (12) : 11035-11060
作者:  McInerney, David;  Kavetski, Dmitri;  Thyer, Mark;  Lerat, Julien;  Kuczera, George
收藏  |  浏览/下载：8/0  |  提交时间：2020/02/16
probabilistic streamflow prediction  ephemeral catchments  residual error model  zero flow  censoring approach  Box-Cox transformation  
Probabilistic Forecast of Single-Phase Flow in Porous Media With Uncertain Properties 期刊论文
WATER RESOURCES RESEARCH, 2019
作者:  Yang, Hyung Jun;  Boso, Francesca;  Tchelepi, Hamdi A.;  Tartakovsky, Daniel M.
收藏  |  浏览/下载：9/0  |  提交时间：2019/11/27
uncertainty quantification  groundwater flow  random conductivity  method of distributions  risk assessment  rare events  
Modeling DEM Errors in Coastal Flood Inundation and Damages: A Spatial Nonstationary Approach 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (8) : 6606-6624
作者:  Karamouz, M.;  Fereshtehpour, M.
收藏  |  浏览/下载：1/0  |  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  
POLARIS Soil Properties: 30-m Probabilistic Maps of Soil Properties Over the Contiguous United States 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (4) : 2916-2938
作者:  Chaney, Nathaniel W.;  Minasny, Budiman;  Herman, Jonathan D.;  Nauman, Travis W.;  Brungard, Colby W.;  Morgan, Cristine L. S.;  McBratney, Alexander B.;  Wood, Eric F.;  Yimam, Yohannes
收藏  |  浏览/下载：13/0  |  提交时间：2019/11/26
A Value-Based Model Selection Approach for Environmental Random Variables 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (1) : 270-283
作者:  Muller, M. F.;  Thompson, S. E.
收藏  |  浏览/下载：4/0  |  提交时间：2019/04/09
value of information  Bayesian framework  flow duration curve  hydropower  goodness of fit  model selection  
A Stochastic Data-Driven Ensemble Forecasting Framework for Water Resources: A Case Study Using Ensemble Members Derived From a Database of Deterministic Wavelet-Based Models 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (1) : 175-202
作者:  Quilty, John;  Adamowski, Jan;  Boucher, Marie-Amelie
收藏  |  浏览/下载：12/0  |  提交时间：2019/04/09
ensemble forecasting  probabilistic forecasting  stochastic  input variable selection  data driven  wavelets