Incorporating approximation error in surrogate based Bayesian inversion

Jiangjiang Zhang1, Lingzao Zeng2, Weixuan Li3 and Laosheng Wu1,4, (1)Zhejiang University, Hangzhou, China, (2)Zhejiang University, College of Environmental and Resource Sciences, Hangzhou, China, (3)Pacific Northwest National Laboratory, Richland, WA, United States, (4)University of California, Department of Environmental Sciences, Riverside, CA, United States