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All Times EDT
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* = applied session ! = JSM meeting theme
Activity Details
37 * !
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Sun, 8/8/2021,
3:30 PM -
5:20 PM
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Virtual
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Advances in Statistical Climatology — Invited Papers
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Section on Statistics and the Environment, ASA Advisory Committee on Climate Change Policy, Section on Physical and Engineering Sciences
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Organizer(s): Whitney Huang, Clemson University School of Mathematical and Statistical Sciences
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Chair(s): Won Chang, University of Cincinnati
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3:35 PM
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Calibration of Spatial Forecasts from Citizen Science Urban Air Pollution Data with Sparse Recurrent Neural Networks
Stefano Castruccio, University of Notre Dame; Matthew Bonas, University of Notre Dame
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4:00 PM
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Detection of Local Differences in Spatial Characteristics Between Two Climate Fields
Sooin Yun, UIUC; Xianyang Zhang, Texas A&M University; Bo Li, University of Illinois at Urbana Champaign
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4:25 PM
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Attribution of the 2020 Colorado Fire Season by Transformed-linear Time Series Models for Extremes
Daniel Cooley, Colorado State University; Nehali Mhatre, Colorado State University
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4:50 PM
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Discussant: Michael Stein, Rutgers University
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5:10 PM
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Floor Discussion
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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
Presentation
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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269 *
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Wed, 8/11/2021,
1:30 PM -
3:20 PM
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Virtual
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Climate Change, Environmental Degradation, and Infectious Diseases — Invited Papers
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ASA Advisory Committee on Climate Change Policy, American Public Health Association, American Geophysical Union
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Organizer(s): Veronica J Berrocal, University of California, Irvine
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Chair(s): Richard L Smith, University of North Carolina
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1:35 PM
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Early Warning Systems for Drivers of Infectious Disease Threat Events
Jan C. Semenza, ECDC
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2:00 PM
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Climate Change and the Emergence of Vector-Borne Diseases of Public Health Significance
Nicholas Ogden, Public Health Agency of Canada
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2:25 PM
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How Do We Know Climate Change Is Affecting Health, and What Might the Future Hold?
Presentation
Kristie L Ebi, University of Washington
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2:50 PM
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Model-Driven Data Fusion for Infectious Disease in a Changing EnvironmentÂ
Kimberly Kaufeld, Los Alamos National Laboratory
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3:15 PM
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Floor Discussion
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435 *
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Thu, 8/12/2021,
4:00 PM -
5:50 PM
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Virtual
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Volume, Velocity, and Variety in Environmental Statistics: New Perspectives and Methods — Topic-Contributed Papers
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Section on Statistics and the Environment, ASA Advisory Committee on Climate Change Policy, Section on Physical and Engineering Sciences
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Organizer(s): Stefano Castruccio, University of Notre Dame
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Chair(s): Stefano Castruccio, University of Notre Dame
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4:05 PM
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Estimating Concurrent Climate Extremes: A Conditional Approach
Whitney Huang, Clemson University School of Mathematical and Statistical Sciences; Adam Monahan, University of Victoria; Francis Zwiers, University of Victoria
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4:25 PM
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An Interaction Neyman-Scott Point Process Model for Coronavirus Disease-19
Won Chang, University of Cincinnati; Jaewoo Park, Yonsei University; Boseung Chio, Korea University
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4:45 PM
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Stochastic Weather Generator for Hourly Temperature in the Midwest
Julie Bessac, Argonne National Laboratory; Michael Stein, Rutgers University; Mihai Anitescu, Argonne National Laboratory
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5:05 PM
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ssessing the Reliability of Wind Power Operations under a Changing Climate with a Non-Gaussian Bias Correction
Jiachen Zhang, University of Notre Dame; Stefano Castruccio, University of Notre Dame; Marc Genton, King Abdullah University of Science and Technology; Paola Crippa, University of Notre Dame
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5:25 PM
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KAUST Competition on Spatial Statistics for Large Data Sets
Huang Huang, King Abdullah University of Science and Technology
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5:45 PM
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Floor Discussion
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