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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：8/0  |  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：1/0  |  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  
Signature-Domain Calibration of Hydrological Models Using Approximate Bayesian Computation: Theory and Comparison to Existing Applications 期刊论文
WATER RESOURCES RESEARCH, 2018, 54 (6) : 4059-4083
作者:  Kavetski, Dmitri;  Fenicia, Fabrizio;  Reichert, Peter;  Albert, Carlo
收藏  |  浏览/下载：3/0  |  提交时间：2019/04/09
hydrological model calibration  data signature  uncertainty  Bayesian inference  Approximate Bayesian Computation (ABC)  GLUE  
Signature-Domain Calibration of Hydrological Models Using Approximate Bayesian Computation: Empirical Analysis of Fundamental Properties 期刊论文
WATER RESOURCES RESEARCH, 2018, 54 (6) : 3958-3987
作者:  Fenicia, Fabrizio;  Kavetski, Dmitri;  Reichert, Peter;  Albert, Carlo
收藏  |  浏览/下载：15/0  |  提交时间：2019/04/09
data signature  Bayesian model calibration  uncertainty  approximate Bayesian computation (ABC)  flow duration curve  flashiness index