All Times EDT
Legend: CC = Walter E. Washington Convention Center M = Marriott Marquis Washington, DC
Activity Details
185 * !
Mon, 8/8/2022,
2:00 PM -
3:50 PM
CC-144B
Addressing Important Questions in Climate Science Using Advanced Statistical and Machine-Learning Approaches — Topic Contributed Papers
Section on Statistics and the Environment , ASA Advisory Committee on Climate Change Policy, Section on Physical and Engineering Sciences
Organizer(s): Matthias Katzfuss, Texas A&M University
Chair(s): Bo Li, University of Illinois at Urbana-Champaign
2:05 PM
Prediction of Optimal Compression Settings for Spatiotemporal Climate Data Sets: Benchmarking Statistical and Machine Learning Techniques
Dorit Hammerling, Colorado School of Mines ; Alexander Pinard, Colorado School of Mines; Allison Baker, National Center for Atmospheric Research
2:25 PM
A Method for Detection and Attribution of Regional Precipitation Change Using Granger Causality
Mark Risser, Lawrence Berkeley National Laboratory
2:45 PM
Estimating Changes in Compound Heat-Humidity Extremes: A Conditional Quantile Approach
Karen Aline McKinnon, UCLA ; Andy Poppick, Carleton College
3:05 PM
Multi-Model Ensemble Analysis with Neural Network Gaussian Processes
Trevor Austin Harris, Texas A&M University ; Bo Li, University of Illinois at Urbana-Champaign; Ryan Sriver, University of Illinois
3:25 PM
Non-Gaussian Climate Model Analysis via Scalable Bayesian Transport Maps
Matthias Katzfuss, Texas A&M University ; Florian Schaefer, Georgia Tech
3:45 PM
Floor Discussion
460 * !
Wed, 8/10/2022,
2:00 PM -
3:50 PM
CC-150A
Confronting Global Climate Change — Invited Papers
ASA Advisory Committee on Climate Change Policy , ENAR
Organizer(s): Dorit Hammerling, Colorado School of Mines
Chair(s): Joe Guinness, Cornell University
2:05 PM
Climate Model Validation with Respect to Extremes
Bo Li, University of Illinois at Urbana-Champaign ; Xianyang Zhang, Texas A&M university
2:30 PM
Statistical Challenges in Maintaining Remote Sensing Earth System Data Records
Jonathan Hobbs, Jet Propulsion Laboratory, California Institute of Technology ; Amy Braverman, Jet Propulsion Laboratory, California Institute of Technology; Eric Fetzer, Jet Propulsion Laboratory, California Institute of Technology; Michael Gunson, Jet Propulsion Laboratory, California Institute of Technology; Hai Nguyen, Jet Propulsion Laboratory, California Institute of Technology; Otto Lamminpää, Jet Propulsion Laboratory, California Institute of Technology; Joaquim Teixeira, Jet Propulsion Laboratory, California Institute of Technology
2:55 PM
Changes in the United States' Tropical Cyclone Environment
Robert B Lund, University of California - Santa Cruz ; Thomas Fisher, The University of Miami - Ohio; Michael Robbins, RAND Corporation
3:20 PM
Discussant: Richard Smith, University of North Carolina Chapel Hill
3:45 PM
Floor Discussion
553 * !
Thu, 8/11/2022,
10:30 AM -
12:20 PM
CC-152A
Future Directions of Climate Statistics — Topic Contributed Panel
Section on Statistics and the Environment , ASA Advisory Committee on Climate Change Policy, Section on Physical and Engineering Sciences
Organizer(s): Whitney Huang, Clemson University
Chair(s): Whitney Huang, Clemson University
10:35 AM
Future Directions of Climate Statistics
Panelists:
Julie Bessac, Argonne National Laboratory Andy Poppick, Carleton College Robert B Lund, University of California - Santa Cruz Ryan Sriver, University of Illinois Alex Cannon, Environment and Climate Change Canada Claudia Tebaldi, Lawrence Berkeley National Laboratory
12:10 PM
Floor Discussion
