Session 1 AI Techniques Applied to Environmental Science: Part I

Monday, 8 January 2018: 8:45 AM-10:00 AM
Room 7 (ACC) (Austin, Texas)
Host: 17th Conf on Artificial and Computational Intelligence and its Applications to the Environmental Sciences
Chair:
Edwin Campos, Uptake Technologies, Data Science - Weather, Chicago, IL

Papers:
8:45 AM
1.1
Real-Time and Climatological Storm Classification Using Machine Learning
Amy McGovern, University of Oklahoma, Norman, OK; and E. Jergensen, C. Karstens, H. Obermeier, and T. Smith
Recorded Presentation

9:00 AM
1.2
Real-Time and Climatological Storm Classification Using Support Vector Machines
Eli Jergensen, CIMMS/Univ. of Oklahoma, Norman, OK; and A. McGovern, C. Karstens, H. Obermeier, and T. Smith
Recorded Presentation

9:15 AM
1.3
Examining Atmospheric Drivers of Temperature, Clouds, and Radiation at Summit, Greenland, with Self-Organizing Maps
Michael Gallagher, CIRES/Univ. of Colorado, Boulder, CO; and M. Shupe and N. Miller

9:30 AM
1.4
Atmospheric Chemistry Modeling and Air Quality Forecasting Using a Regression Forest Model
Christoph A. Keller, NASA GMAO/USRA, Greenbelt, MD; and M. Evans
Recorded Presentation

9:45 AM
1.5
Reduced Order Modeling for Global Atmospheric Chemistry Simulation Data
Meghana Velegar, Univ. of Washington, Seattle, WA; and C. A. Keller and J. N. Kutz
Recorded Presentation

Handout (2.1 MB)

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