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450 * ! Thu, 8/6/2020, 10:00 AM - 11:50 PM Virtual
Uncertainty Quantification for Environmental Applications — Topic Contributed Papers
Section on Statistics and the Environment, Section on Physical and Engineering Sciences, ASA Advisory Committee on Climate Change Policy
Organizer(s): Whitney Huang, Clemson University
Chair(s): Veronica J Berrocal, University of California, Irvine
10:05 AM Compression of Climate Simulations with a Nonstationary Global Spatio-Temporal SPDE Model
Stefano Castruccio, University of Notre Dame; Geir-Arne Fuglstad, Norwegian University of Science and Technology
10:25 AM Calibrating a WRF-Hydro Model Using a New Deep Learning-Based Calibration Method
Won Chang, University of Cincinnati; Saumya Bhatnagar, Univ of Cincinnati - Cincinnati, OH; Jiali Wang, Argonne National Laboratory; Seonjin Kim, Miami University
10:45 AM A Combined Physical-Statistical Approach for Estimating Storm Surge Risk
Whitney Huang, Clemson University; Taylor Asher, University of North Carolina at Chapel Hill; Richard Luettich, University of North Carolina at Chapel Hill; Richard Smith, University of North Carolina at Chapel Hill
11:05 AM Statistical Space-Time Characterization of Sub-Grid Air-Sea Exchanges Variability Including Scale Information
Julie Bessac, Argonne National Laboratory; Adam Monahan, University of Victoria; Nils Weitzel, Universit├Ąt Heidelberg; Kota Endo, University of Victoria; Hannah Christensen, University of Oxford
11:25 AM Model Based Pixel-Level Satellite Image Fusion
Zhengyuan Zhu, Iowa State University
11:45 AM Floor Discussion