Session 2 AI Techniques for Environmental Science and Extreme Weather

Monday, 8 January 2018: 10:30 AM-12:00 PM
Room 7 (ACC) (Austin, Texas)
Host: 17th Conf on Artificial and Computational Intelligence and its Applications to the Environmental Sciences
Chair:
William W. Hsieh, Univ. of British Columbia, Department of Earth, Ocean and Atmospheric Sciences, Vancouver, BC

Papers:
10:30 AM
2.1
Applying Image Recognition to Enhance Fisheries Management Capabilities
Tzofi Klinghoffer, The Univ. of Alabama, Tuscaloosa, AL; and C. R. Perez, R. Vincent, P. Perdikaris, and C. Chryssostomidis
Recorded Presentation

Handout (20.7 MB)

10:45 AM
2.2
Computational Linguistics and the Communication of Weather Forecasts
Harvey Stern, Univ. of Melbourne, Melbourne, Australia
Recorded Presentation Manuscript (248.1 kB)

Handout (255.8 kB)

2.3
Hail Swath Location Correction through Convolutional Neural Networks

11:15 AM
2.4
Predicting 12-hour Storm Reports Using Random Forest Classification
David Harrison, CIMMS/Univ. of Oklahoma/NOAA/SPC, Norman, OK; and J. W. Rogers
Recorded Presentation

11:30 AM
2.5
Assessing Uncertainty in Deep Learning Techniques that Identify Atmospheric Rivers in Climate Simulations
Ankur Mahesh, LBNL, Berkeley, CA; and T. A. O'Brien, M. Prabhat, and W. Collins
Recorded Presentation

11:45 AM
2.6
SASSE: Object-Oriented Analysis, Classifying and Nowcasting of Convective Storms in Finland
Roope Tervo, Finnish Meteorological Institute, Helsinki, Finland; and J. Karjalainen, S. Oksman, and P. Rossi
Recorded Presentation

- Indicates paper has been withdrawn from meeting
- Indicates an Award Winner
See more of: 17th Conf on Artificial and Computational Intelligence and its Applications to the Environmental Sciences
<< Previous Session | Next Session >>