Monday, 13 January 2025: 10:45 AM-12:00 PM
218 (New Orleans Ernest N. Morial Convention Center)
Hosts: (Joint
between the 23rd Symposium on the Coastal Environment;
and the 24th Conference on Artificial Intelligence for Environmental Science
)
Submitters:
Gregory Dusek, NWS, Silver Spring, MD; Douglas Rao, NOAA, NESDIS/NCEI, Asheville, NC and Yun Qian, PNNL, Richland, WA
Cochairs:
Philippe E. Tissot and John A Callahan, University of Delaware, Newark, DE
Proposed Topic Description: This session will explore Machine Learning and Big Data applications in the coastal environment. Abstracts are invited on the following topics: the collection of novel, large data sets for data-driven modeling; descriptive modeling of data in the coastal environment, including processing, quality control and event detection or classification; predictive modeling in the coastal environment, including time series, deep learning, tree-based, neural network, and related approaches; the development and application of explainable AI methods and the development and assessment of trust in coastal AI methods.
Papers:
11:00 AM
J2.2
11:15 AM
J2.3
- Indicates paper has been withdrawn from meeting
- Indicates an Award Winner
See more of: 23rd Symposium on the Coastal Environment