Multi-objective parameter optimization of common land model using adaptive surrogate modeling
نویسندگان
چکیده
منابع مشابه
Multi-objective parameter optimization of common land model using adaptive surrogate modeling
Parameter specification usually has significant influence on the performance of land surface models (LSMs). However, estimating the parameters properly is a challenging task due to the following reasons: (1) LSMs usually have too many adjustable parameters (20 to 100 or even more), leading to the curse of dimensionality in the parameter input space; (2) LSMs usually have many output variables i...
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ژورنال
عنوان ژورنال: Hydrology and Earth System Sciences
سال: 2015
ISSN: 1607-7938
DOI: 10.5194/hess-19-2409-2015