Session 12A Artificial Intelligence for Earth Science II

Wednesday, 15 January 2025: 4:30 PM-6:00 PM
339 (New Orleans Ernest N. Morial Convention Center)
Host: 24th Conference on Artificial Intelligence for Environmental Science
Chair:
Amy McGovern

Papers:
4:30 PM
12A.1
Using AI-based Synthetic Passive Microwave Data to Increase Understanding of Tropical Cyclone Structure and Evolution
Marie McGraw, CIRA, Fort Collins, CO; and K. Haynes, K. Musgrave, I. Ebert-Uphoff, C. Slocum, and J. Knaff

4:45 PM
12A.2
Lightning Prediction using Machine Learning and Explainable Artificial Intelligence
Evan White, NWS, Silver Spring, MD; University of Oklahoma, Norman, OK; and K. Trinidad, P. E. Shafer, and J. E. Ghirardelli

5:00 PM
12A.3
Machine Learning Based Retrieval of Total Ozone Column Amount and Cloud Optical Depth From Irradiance Measurements
Milos Sztipanov, Dr., NOAA, College Park, MD

5:15 PM
12A.4
Towards a Digital Twin of Atmospheric Flow for Microscale Applications
Sue Haupt, NCAR, Boulder, CO; and S. M. Dettling, T. Brummet, M. Casali, and B. Kosovic

5:30 PM
12A.5
An Intercomparison of Machine Learning Models to Determine the Planetary Boundary Layer Height Using Surface Level Measurements
Adam Stapleton, Dublin City University, Dublin, D, Ireland; and C. Q. Dias Jr., C. V. Randow, M. Roantree, E. Eichelmann, and F. A. F. D'Oliveira

5:45 PM
12A.6
Creating Convolutional Neural Networks to Monitor New York State Mesonet Daytime Precipitation from Camera Images
Brian T Horan, Univ. at Albany, SUNY, Albany, NY; and K. J. Sulia, N. P. Bassill, C. D. Thorncroft, C. Sutter, and D. A. Evans

Recorded Presentation
- Indicates paper has been withdrawn from meeting
- Indicates an Award Winner
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