J8B Applications of Artificial Intelligence to the Coastal Environment

Tuesday, 30 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; and the 22nd Symposium on the Coastal Environment )
Cochairs:
Gregory Dusek, NWS, Silver Spring, MD and Philippe E. Tissot

The session will discuss the development, adaptation, application of AI models and AI based methods to the coastal environment including stakeholders needs and feedback.

Papers:
4:30 PM
J8B.1
An Update on Coastal Artificial Intelligence and the AI2ES NSF AI Institute
Philippe E. Tissot, Texas A&M Univ.-Corpus Christi, Corpus Christi, TX

4:45 PM
J8B.2
Seasonal Forecasts of Bottom Temperatures along the North American West Coast
Tongtong Xu, NOAA, Boulder, CO; Univ. of Colorado Boulder, Boulder, CO; and M. Newman, M. A. Alexander, and A. Capotondi

5:00 PM
J8B.3
Performance and Comparison of Seq2Seq and Transformer Model Architectures for the Prediction of Water Levels from Hours to Days
Marina Vicens Miquel, Texas A&M Univ.-Corpus Christi, Corpus Christi, TX; and P. Tissot and A. Medrano, PhD

5:15 PM
J8B.4
Application of Machine Learning Methods to Better Quantify Water-Level Anomalies in Annapolis, MD
Joseph P Smith, U. S. Naval Academy, Annapolis, MD; and A. R. Davies

Handout (8.3 MB)

5:30 PM
J8B.5
Machine Learning Water Level Predictions for an Intermediate Location Using Connected Bodies of Water
Jacob Alonzo, Texas A&M Univ.-Corpus Christi, Corpus Christi, TX; and E. Flores, P. E. Tissot, A. Anand, C. Ehrke, and R. J. Shelly

5:45 PM
J8B.6
AI for Quality Control of Water Level Observations
Lindsay Roupe Abrams, NOAA, Silver Spring, MD; and J. Spore, G. Dusek, P. E. Tissot, E. Krell, and H. Moustahfid

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- Indicates paper has been withdrawn from meeting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