Session 10 Machine Learning and Big Data Applications in the Coastal Environment

Wednesday, 15 January 2020: 1:30 PM-2:30 PM
158 (Boston Convention and Exhibition Center)
Host: 18th Symposium on the Coastal Environment
Cochairs:
Art Miller, NOAA, NOS CO-OPS, Silver Spring, MD and Gregory Dusek, NOAA, NOS CO-OPS, Silver Spring, MD

Papers:
1:30 PM
10.1
How Are Local Extreme Sea Level Projections Affected by Distinct Storylines in Antarctic Ice Sheet Mass Loss?
Daniel Gilford, Rutgers Univ., New Brunswick, NJ; and D. J. Rasmussen, R. Kopp, E. Ashe, R. DeConto, and D. Pollard
Recorded Presentation

Handout (23.4 MB)

1:45 PM
10.2
Numerical Method for a Stochastic Inverse Problem with Application to Wind Drag Parameterization
Kyle Robert Steffen, The Univ. of Texas, Austin, TX; and T. Butler, C. N. Dawson, and D. Estep
Recorded Presentation

2:00 PM
10.3
Tropical Cyclone Storm Surge Prediction Using Artificial Neural Network
Mahmoud Ayyad, Stevens Institute of Technology, Hoboken, NJ; and R. Marsooli and M. Hajj

2:15 PM
10.4
Tracking of Wind-Wave Systems Using K-Means Clustering
Andre Jaco Van der Westhuysen, IMSG at NOAA, College Park, MD
Recorded Presentation Manuscript (2.5 MB)

- Indicates paper has been withdrawn from meeting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