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Improving the reliability of sub-seasonal forecasts of high and low flows by using a flow-dependent non-parametric model 期刊论文
Water Resources Research, 2021
作者:  David McInerney;  Mark Thyer;  Dmitri Kavetski;  Richard Laugesen;  Fitsum Woldemeskel;  Narendra Tuteja;  George Kuczera
收藏  |  浏览/下载：6/0  |  提交时间：2021/08/25
Identification of dominant hydrological mechanisms using Bayesian inference, multiple statistical hypothesis testing and flexible models 期刊论文
Water Resources Research, 2021
作者:  Cristina Prieto;  Dmitri Kavetski;  Nataliya Le Vine;  Cé;  sar Á;  lvarez;  Raú;  l Medina
收藏  |  浏览/下载：7/0  |  提交时间：2021/04/29
Multi‐temporal hydrological residual error modelling for seamless sub‐seasonal streamflow forecasting 期刊论文
Water Resources Research, 2020
作者:  David McInerney;  Mark Thyer;  Dmitri Kavetski;  Richard Laugesen;  Narendra Tuteja;  George Kuczera
收藏  |  浏览/下载：7/0  |  提交时间：2020/09/08
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  
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 Robust Gauss-Newton Algorithm for the Optimization of Hydrological Models: Benchmarking Against Industry-Standard Algorithms 期刊论文
WATER RESOURCES RESEARCH, 2018, 54 (11) : 9637-9654
作者:  Qin, Youwei;  Kavetski, Dmitri;  Kuczera, George
收藏  |  浏览/下载：10/0  |  提交时间：2019/04/09
model calibration  parameter optimization  robust Gauss-Newton algorithm  global optimization  evolutionary optimizer  optimization efficiency  
The Fast and the Robust: Trade-Offs Between Optimization Robustness and Cost in the Calibration of Environmental Models 期刊论文
WATER RESOURCES RESEARCH, 2018, 54 (11) : 9432-9455
作者:  Kavetski, Dmitri;  Qin, Youwei;  Kuczera, George
收藏  |  浏览/下载：6/0  |  提交时间：2019/04/09
optimization benchmarking  model calibration  performance trade-offs  algorithm efficiency  robustness  multistart optimization  
A Robust Gauss-Newton Algorithm for the Optimization of Hydrological Models: From Standard Gauss-Newton to Robust Gauss-Newton 期刊论文
WATER RESOURCES RESEARCH, 2018, 54 (11) : 9655-9683
作者:  Qin, Youwei;  Kavetski, Dmitri;  Kuczera, George
收藏  |  浏览/下载：3/0  |  提交时间：2019/04/09
hydrological model calibration  parameter optimization  robust Gauss-Newton algorithm  coarse gradient approximation  reliability-cost tradeoffs  algorithm efficiency  
The Importance of Spatiotemporal Variability in Irrigation Inputs for Hydrological Modeling of Irrigated Catchments 期刊论文
WATER RESOURCES RESEARCH, 2018, 54 (9) : 6792-6821
作者:  McInerney, David;  Thyer, Mark;  Kavetski, Dmitri;  Githui, Faith;  Thayalakumaran, Thabo;  Liu, Min;  Kuczera, George
收藏  |  浏览/下载：6/0  |  提交时间：2019/04/09
irrigation schedule model  distributed hydrological model  spatiotemporal variability  streamflow simulation  uncertainty quantification  SWAT  
Near-Real-Time Assimilation of SAR-Derived Flood Maps for Improving Flood Forecasts 期刊论文
WATER RESOURCES RESEARCH, 2018, 54 (8) : 5516-5535
作者:  Hostache, Renaud;  Chini, Marco;  Giustarini, Laura;  Neal, Jeffrey;  Kavetski, Dmitri;  Wood, Melissa;  Corato, Giovanni;  Pelich, Ramona-Maria;  Matgen, Patrick
收藏  |  浏览/下载：2/0  |  提交时间：2019/04/09
flood forecasting  data assimilation  SAR image  flood extent  hydrological modeling  hydraulic modeling