Sensitivity Analysis‐Based Automatic Parameter Calibration of the VIC Model for Streamflow Simulations Over China

• Published in: Water resources research Vol. 56; no. 1
• Main Authors: Gou, Jiaojiao, Miao, Chiyuan, Duan, Qingyun, Tang, Qiuhong, Di, Zhenhua, Liao, Weihong, Wu, Jingwen, Zhou, Rui
• Format: Journal Article
• Language: English
• Published: 01.01.2020
• Subjects: adaptive surrogate modeling based optimization; China; parameter calibration; sensitivity analysis; VIC

Model parameter calibration is a fundamentally important stage that must be completed before applying a model to address practical problems. In this study, we describe an automatic calibration framework that combines sensitivity analysis (SA) and an adaptive surrogate modeling‐based optimization (AS...