Joint Session 44 Applications of Artificial Intelligence in the Coastal Environment

Wednesday, 10 January 2018: 1:30 PM-3:00 PM
Room 12B (ACC) (Austin, Texas)
Hosts: (Joint between the 17th Conf on Artificial and Computational Intelligence and its Applications to the Environmental Sciences; and the 16th Symposium on the Coastal Environment )
Cochairs:
Gregory Dusek, NOAA, NOS CO-OPS, Silver Spring, MD and Philippe Tissot, Texas A&M University−Corpus Christi, Conrad Blucher Institute, Corpus Christi, TX

Contributions to this session are sought in the application of AI techniques to study coastal problems including coastal hydrodynamics, beach and marsh morphology, applications of remote sensing observations, and other large data sets.

Papers:
1:30 PM
J44.1
Using Machine Learning to Predict Storm Longevity in Real Time
Amy McGovern, University of Oklahoma, Norman, OK; and C. Karstens, D. Harrison, and T. Smith
Recorded Presentation

1:45 PM
J44.2
Nearshore Wave Prediction System Model Output Statistics (NWPS MOS): Improvement of NOAA Probabilistic Rip Current Forecast Model
Jung-Sun Im, NOAA/NWS/Meteorological Development Laboratory, Silver Spring, MD; and G. Dusek, S. B. Smith, and M. E. Churma
Recorded Presentation

Handout (2.9 MB)

2:00 PM
J44.3
Neural Network Surge Predictions: Design, Implementation, History, and Performance Comparison
Philipe Tissot, Texas A&M Univ., Corpus Christi, TX; and M. Buchanan and N. Durham
Recorded Presentation

2:15 PM
J44.4
Space−Time Cube and Cluster Representation of Evolving Landforms at Local and Regional Scales Using Lidar Time Series Data
Michael J. Starek, Texas A&M University−Corpus Christi, Corpus Christi, TX; and P. Tissot and C. Nguyen
Recorded Presentation

2:30 PM
J44.5
Unsupervised Clustering Method for Complexity Reduction of Airborne and Terrestrial 3D Point Cloud Data in Marshes
Chuyen Nguyen, Texas A&M Univ., Corpus Christi, TX; and M. J. Starek, P. Tissot, and J. Gibeaut
Recorded Presentation

2:45 PM
J44.6
Self-Organizing Map Clustering of Terrestrial Lidar Data within Marshes
Xiaopeng Cai, Texas A&M Univ., Corpus Christi, TX; and C. Nguyen, P. Tissot, and M. J. Starek
Recorded Presentation

- Indicates paper has been withdrawn from meeting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