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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  
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  
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  
A cerebellar mechanism for learning prior distributions of time intervals 期刊论文
NATURE COMMUNICATIONS, 2018, 9
作者:  Narain, Devika;  Remington, Evan D.;  De Zeeuw, Chris I.;  Jazayeri, Mehrdad
收藏  |  浏览/下载：4/0  |  提交时间：2019/11/27
Hydrological Model Diversity Enhances Streamflow Forecast Skill at Short- to Medium-Range Timescales 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (2) : 1510-1530
作者:  Sharma, Sanjib;  Siddique, Ridwan;  Reed, Seann;  Ahnert, Peter;  Mejia, Alfonso
收藏  |  浏览/下载：4/0  |  提交时间：2019/11/26
The Value of Empirical Data for Estimating the Parameters of a Sociohydrological Flood Risk Model 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (2) : 1312-1336
作者:  Barendrecht, M. H.;  Viglione, A.;  Kreibich, H.;  Merz, B.;  Vorogushyn, S.;  Bloeschl, G.
收藏  |  浏览/下载：5/0  |  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