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261 * !
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Wed, 8/11/2021,
1:30 PM -
3:20 PM
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Virtual
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Statistical Learning for Environmental Data Science — Invited Papers
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Section on Statistics and the Environment, ASA Advisory Committee on Climate Change Policy, The International Environmetrics Society
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Organizer(s): Bo Li, University of Illinois at Urbana Champaign
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Chair(s): Bo Li, University of Illinois at Urbana Champaign
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1:35 PM
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Data-Driven Discovery of Dynamics in Environmental Systems
Christopher Wikle, University of Missouri; Joshua S North, University of Missouri; Erin M Schliep, University of Missouri
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2:00 PM
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Data and Systems and Clouds - Oh My! The Science of the Data: Architectures for Environmental Learning
Elizabeth Mannshardt, US Environmental Protection Agency; David G Smith, US Environmental Protection Agency
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2:25 PM
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Climate Models: A Spatial Data Story Where Deep Learning Appears
Douglas Nychka, Colorado School of Mines
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2:50 PM
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Variational Target Encoding for Climate Model Integration
Trevor Harris, University of Illinois at Urbana-Champaign
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3:15 PM
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Floor Discussion
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