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Distribution-Based Global Sensitivity Analysis in Hydrology 期刊论文
WATER RESOURCES RESEARCH, 2019
作者:  Ciriello, Valentina;  Lauriola, Ilaria;  Tartakovsky, Daniel M.
收藏  |  浏览/下载：12/0  |  提交时间：2020/02/16
uncertainty  surrogate model  polynomial chaos  evapotranspiration  
Parameter optimization for carbon and water fluxes in two global land surface models based on surrogate modelling 期刊论文
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2018, 38: E1016-E1031
作者:  Li, Jianduo;  Duan, Qingyun;  Wang, Ying-Ping;  Gong, Wei;  Gan, Yanjun;  Wang, Chen
收藏  |  浏览/下载：16/0  |  提交时间：2019/04/09
parameter optimization  carbon flux  water flux  global land surface modelling  surrogate model  
Assessing the applicability of WRF optimal parameters under the different precipitation simulations in the Greater Beijing Area 期刊论文
CLIMATE DYNAMICS, 2018, 50: 1927-1948
作者:  Di, Zhenhua;  Duan, Qingyun;  Wang, Chen;  Ye, Aizhong;  Miao, Chiyuan;  Gong, Wei
收藏  |  浏览/下载：15/0  |  提交时间：2019/04/09
Adaptive surrogate model-based optimization method  Parameter optimization  Optimization assessment  Weather Research and Forecasting model  
Quantifying model structural error: Efficient Bayesian calibration of a regional groundwater flow model using surrogates and a data-driven error model 期刊论文
WATER RESOURCES RESEARCH, 2017, 53 (5)
作者:  Xu, Tianfang;  Valocchi, Albert J.;  Ye, Ming;  Liang, Feng
收藏  |  浏览/下载：20/0  |  提交时间：2019/04/09
Bayesian calibration  uncertainty decomposition  model structural error  surrogate modeling  groundwater