J1B AI Advances in Tropical Meteorology: Tropical Cyclones, Sub-Seasonal Phenomena, and More

Monday, 29 January 2024: 8:30 AM-10:00 AM
338 (The Baltimore Convention Center)
Hosts: (Joint between the 23rd Conference on Artificial Intelligence for Environmental Science; the Sixth Special Symposium on Tropical Meteorology and Tropical Cyclones; and the 12th Symposium on the Madden-Julian Oscillation and Sub-Seasonal Monsoon Variability )
Submitters:
Anthony J. Wimmers, CIMMS, Meteorology, Norman, OK and Andrea M Jenney
Cochairs:
Marie McGraw and Gregory S. Elsaesser, JPL, Dept. of Environmental Sciences, Pasadena, CA

This covers topics in which AI is advancing the science of tropical cyclones, sub-seasonal phenomena, and other areas in tropical meteorology.

Papers:
8:30 AM
J1B.1
Predicting Tropical Cyclone Track Forecast Errors Using a Probabilistic Neural Network
Martin Fernandez, Colorado State University, Fort Collins, CO; and E. Barnes and M. DeMaria

8:45 AM
J1B.2
Causal Feature Selection for Tropical Cyclone Intensity Forecasting
Tom Georges Beucler, University of Lausanne, Lausanne, VD, Switzerland; and S. G. SUDHEESH, F. I. H. Tam, M. S. Gomez Jr., M. McGraw, M. DeMaria, K. Musgrave, A. Gerhardus, and J. Runge

9:00 AM
J1B.3
Statistical Characterization of Precipitation Events Collected from the GPM DPR
Yukari N. Takayabu, The University of Tokyo, Kashiwa, Chiba, Japan; and K. Hosotani

9:15 AM
J1B.4
Inference-Based Retrieval of Inner-Core Tropical Cyclone Surface Winds from Satellite-Based Microwave Imagers and Sounders
Anthony J. Wimmers, CIMSS, Univ. of Wisconsin−Madison, Madison, WI; and S. Griffin, D. C. Herndon, and C. S. Velden

9:30 AM
J1B.5
Evaluation of Typhoon Forecasts Using the Pangu-Weather Neural Network Model: A Comparative Analysis with ECMWF and Other Numerical Prediction Models
Yuanfu na Xie, Shenzhen Institute of Meteorological Innovation, Shenzhen, 44, China; and Z. Qin, Y. Wu, N. Wu, J. chen, X. Xu, F. Zheng, and H. Zhang

9:45 AM
J1B.6
Tropical Surface Analysis Using Deep Learning
William Downs, University of Miami Rosenstiel School of Marine, Atmospheric, and Earth Science, Miami, FL; and S. Majumdar and A. D. Mahoney

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- Indicates paper has been withdrawn from meeting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