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On the Robustness of Conceptual Rainfall-Runoff Models to Calibration and Evaluation Data Set Splits Selection: A Large Sample Investigation 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (3)
作者:  Guo, Danlu;  Zheng, Feifei;  Gupta, Hoshin;  Maier, Holger R.
收藏  |  浏览/下载：5/0  |  提交时间：2020/07/02
Does Information Theory Provide a New Paradigm for Earth Science? Hypothesis Testing 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (2)
作者:  Nearing, Grey S.;  Ruddell, Benjamin L.;  Bennett, Andrew R.;  Prieto, Cristina;  Gupta, Hoshin V.
收藏  |  浏览/下载：6/0  |  提交时间：2020/07/02
information theory  hypothesis testing  model evaluation  epistemic uncertainty  
Global-Scale Prediction of Flood Timing Using Atmospheric Reanalysis 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (1)
作者:  Do, Hong Xuan;  Westra, Seth;  Leonard, Michael;  Gudmundsson, Lukas
收藏  |  浏览/下载：9/0  |  提交时间：2020/07/02
Toward Improved Predictions in Ungauged Basins: Exploiting the Power of Machine Learning 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (12) : 11344-11354
作者:  Kratzert, Frederik;  Klotz, Daniel;  Herrnegger, Mathew;  Sampson, Alden K.;  Hochreiter, Sepp;  Nearing, Grey S.
收藏  |  浏览/下载：8/0  |  提交时间：2020/02/16
prediction in ungauged basins  machine learning  CAMELS  LSTM  
Information Theory for Model Diagnostics: Structural Error is Indicated Trade-Off Between Functional and Predictive Performance 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (8) : 6534-6554
作者:  Ruddell, Benjamin L.;  Drewry, Darren T.;  Nearing, Grey S.
收藏  |  浏览/下载：8/0  |  提交时间：2019/11/27
The CR of Evaporation: A Calibration-Free Diagnostic and Benchmarking Tool for Large-Scale Terrestrial Evapotranspiration Modeling 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (8) : 7246-7274
作者:  Ma, Ning;  Szilagyi, Jozsef
收藏  |  浏览/下载：10/0  |  提交时间：2019/11/27
Benchmarking NAPL Redirection and Matrix Entry at Fracture Intersections Below the Water Table 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (4) : 2672-2689
作者:  Walton, Kenneth M.;  Unger, Andre J. A.;  Ioannidis, Matins A.;  Parker, Beth L.
收藏  |  浏览/下载：0/0  |  提交时间：2019/11/26
Search Space Representation and Reduction Methods to Enhance Multiobjective Water Supply Monitoring Design 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (3) : 2257-2278
作者:  Bode, Felix;  Reed, Patrick;  Reuschen, Sebastian;  Nowak, Wolfgang
收藏  |  浏览/下载：7/0  |  提交时间：2019/11/26
A 3-D Semianalytical Solution for Density-Driven Flow in Porous Media 期刊论文
WATER RESOURCES RESEARCH, 2018, 54 (12) : 10094-10116
作者:  Shao, Qian;  Fahs, Marwan;  Hoteit, Hussein;  Carrera, Jesus;  Ackerer, Philippe;  Younes, Anis
收藏  |  浏览/下载：1/0  |  提交时间：2019/04/09
density-driven flow  3-D analytical solution  Rayleigh number  Fourier series solution  benchmarking  COMSOL Multiphysics  
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