J4C Using Artificial Intelligence to Analyze Satellite Earth Observations II

Monday, 29 January 2024: 4:30 PM-6:00 PM
338 (The Baltimore Convention Center)
Hosts: (Joint between the 23rd Conference on Artificial Intelligence for Environmental Science; the 26th Conference on Satellite Meteorology, Oceanography, and Climatology; and the 20th Annual Symposium on Operational Environmental Satellite Systems )
Cochairs:
Haonan Chen, Cooperative Institute for Research in the Atmosphere (CIRA), Boulder, CO and Jebb Q. Stewart, ESRL, Boulder, CO

Papers:
4:30 PM
J4C.1
Application of a U-Net to Microwave Integrated Retrieval System (MiRS) Retrieved Vertical Profiles for Improved Precipitation Estimation
Shuyan Liu, CIRA, Fort Collins, CO; and C. Grassotti and Q. Liu

4:45 PM
J4C.2
Super-Resolution of GOES-16 ABI Channels to a Common High Resolution with a Convolutional Neural Network
Charles White, CIRA, Fort Collins, CO; and I. Ebert-Uphoff, J. M. Haynes, and Y. J. Noh

5:00 PM
J4C.3
Bridging the Scale Gap: Machine Learning for Urban Heat Island Modeling and Mitigation
Firas Gerges, Princeton University, Princeton, NJ; and A. B. Dieng and E. Bou-Zeid

J4C.4
Utilizing a Combination of Mathematical Analysis Tools to Locate Gravity Wave Airglow Signatures in Day-Night Band Imagery

5:15 PM
J4C.5
Harnessing Machine Learning and Principal Component Analysis for Atmospheric and Glint Correction of Ocean Color Measurements Using Hyperspectral Satellite Observations Such As the Geostationary TEMPO (Tropospheric Emissions: Monitoring of POllution)
Joanna Joiner, GSFC, Greenbelt, MD; and Z. Fasnacht, D. P. Haffner, M. Bandel, W. qin, A. Vasilkov, P. Castellanos, N. A. Krotkov, A. Ibrahim, and A. Heidinger

5:45 PM
J4C.6
Estimating Near-Surface Marine Air Temperature Using High-resolution Infrared Radiation Sounder Data and In Situ Observations
Yuhan Rao, North Carolina State University, Asheville, NC; Cooperative Institute for Satellite Earth System Studies, Asheville, NC; and J. L. Matthews and L. Shi

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- Indicates paper has been withdrawn from meeting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