Session 17D Applications of Artificial Intelligence in Tropical Cyclones and Tropical Meteorology III

Friday, 10 May 2024: 8:30 AM-10:00 AM
Seaview Ballroom (Hyatt Regency Long Beach)
Host: 36th Conference on Hurricanes and Tropical Meteorology
Cochairs:
John Knaff, STAR, RAMMB, Fort Collins, CO and Stephanie N. Stevenson, NHC, Miami, FL

Papers:
8:30 AM
17D.1
Retrieval of Inner-Core Tropical Cyclone Surface Winds from Satellite-Based Microwave Imagers and Sounders with Regression-Based UNet Models
Anthony J. Wimmers, Associate Scientist, Univ. of Wisconsin CIMSS, Madison, WI; and S. Griffin, D. C. Herndon, and C. S. Velden

8:45 AM
17D.2
An End-to-End Deep Learning Approach for Tropical Cyclone 2-D Surface Wind Analysis
YungYun Cheng, National Taiwan University, Taipei City, Taiwan

9:00 AM
17D.3
Secondary Eyewall Detection in Passive Microwave Imagery
Muhammad Naufal Razin, CIRA, Fort Collins, CO

9:15 AM
17D.4
Aiding Tropical Cyclone Forecasting by Creating Synthethic 89- and 37- GHz Imagery from Operational Geostationary Satellites
Katherine Haynes, CIRA, Fort Collins, CO; and C. Slocum, J. Knaff, K. Musgrave, M. N. Razin, and I. Ebert-Uphoff

9:30 AM
17D.5
Exploring Tropical Cyclone Structure and Evolution with AI-based Synthetic Passive Microwave Data
Marie McGraw, CIRA, Fort Collins, CO

9:45 AM
17D.6
Objectively Identifying Transverse Cirrus Bands in Tropical Cyclones using a Convolutional Neural Network
John Mark Mayhall, Univ. of Alabama in Huntsville / NASA SPoRT, Huntsville, AL; and P. Duran, A. T. White, and R. A. Wade
Manuscript (1.6 MB)

Handout (3.2 MB)

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- Indicates paper has been withdrawn from meeting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