Session 16D Applications of Artificial Intelligence in Tropical Cyclones and Tropical Meteorology II

Thursday, 9 May 2024: 4:45 PM-6:00 PM
Seaview Ballroom (Hyatt Regency Long Beach)
Host: 36th Conference on Hurricanes and Tropical Meteorology
Cochairs:
Benjamin C Trabing, PhD, CIRA, RAMMB, Fort Collins, CO and Mark DeMaria, NHC, Miami, FL

Papers:
4:45 PM
16D.1
Tropical Surface Analysis Using Deep Learning
William Downs, University of Miami Rosenstiel School of Marine, Atmospheric, and Earth Science, Miami, FL; and S. Majumdar, Ph.D. and A. D. Mahoney

5:00 PM
16D.2
Predictability of Tropical Cyclone Formation with Large-Scale Memory Using Deep Learning Transformer
Yadi Wei, Indiana University Bloomington, Bloomington, IN; and S. Patil, R. Khardon, and C. Q. Kieu

5:15 PM
16D.3
Center Fixing Tropical Depressions and Tropical Storms Using Machine Learning - Nighttime Visible Imagery
Nathan Kyle Stanford, AWS, Kettering, OH; and C. Pasillas, PhD and A. J. Wimmers
Manuscript (1.2 MB)

5:30 PM
16D.4
GeoCenter: Real-Time Deep Learning with Uncertainty Quantification for Center-Fixing of Tropical Cyclones
Ryan A. Lagerquist, CIRA and NOAA/ESRL/GSL, Boulder, CO; and G. Chirokova, R. DeMaria, M. DeMaria, I. Ebert-Uphoff, J. Knaff, C. Slocum, W. A. Hogsett, S. N. Stevenson, and J. Darlow

5:45 PM
16D.5
Using Dynamic Ensembles and Machine Learning to Determine Tropical Cyclone Forecast Position Confidence Areas
Rabi Rivett, BoM, West Perth, Western Australia, Australia; and C. Earl-Spurr, A. Burton, and M. Boterhoven

Handout (390.5 kB)

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- Indicates paper has been withdrawn from meeting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