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 cu...

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Bibliographic Details
Main Authors: W. Gong, Q. Duan, J. Li, C. Wang, Z. Di, Y. Dai, A. Ye, C. Miao
Format: Article
Language:English
Published: Copernicus Publications 2015-05-01
Series:Hydrology and Earth System Sciences
Online Access:http://www.hydrol-earth-syst-sci.net/19/2409/2015/hess-19-2409-2015.pdf