Session 10A Artificial Intelligence for Satellite Observations II

Wednesday, 15 January 2025: 10:45 AM-12:00 PM
339 (New Orleans Ernest N. Morial Convention Center)
Host: 24th Conference on Artificial Intelligence for Environmental Science
Cochairs:
Haonan Chen, Cooperative Institute for Research in the Atmosphere (CIRA), Boulder, CO and Stephanie M. Ortland

Papers:
10:45 AM
10A.1
The Limitations of Using Satellite and Radar Observations in Artificial Intelligence Models for Convective Initiation Nowcasting
Stephanie M. Ortland, University of Wisconsin-Madison, Madison, WI; and M. J. Pavolonis

10A.2
Machine Learning for an Advanced Level-4 Data Interpolation for Satellite Sea Surface Height Anomaly Using Satellite Altimetry and NCEI-Archived in situ DART Water-Level Equivalent Ocean Bottom Pressure and Tide Gauge Observations

11:15 AM
10A.3
Generative Deep Learning to Reconstruct Tropical Cyclone Microwave Brightness Temperature from Geostationary Infrared Radiometers
Zhangrui Li, Nanjing University, Nanjing, Jiangsu, China; Nanjing Univ., Nanjing, China; and Z. M. Tan and L. Bai

11:30 AM
10A.4
Satellite and Atmospheric Data Fusion for Improved Characterization of the Atmospheric Boundary Layer
John R. Mecikalski, University of Alabama in Huntsville, Huntsville, AL; and M. R. Smith, N. Elmer, S. S. Harkema, K. Miller, S. LaGrave, and A. Hallman

11:45 AM
10A.5
Deep Learning-Based Cloud Segmentation and Classification for Weather Monitoring
Cameron Martus, The Aerospace Corportation, El Segundo, CA; and B. R. Johnson

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- Indicates paper has been withdrawn from meeting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