3
AI for Climate Informatics and Extreme Weather

- Indicates paper has been withdrawn from meeting
- Indicates an Award Winner
Tuesday, 4 February 2014: 8:30 AM-9:45 AM
Room C204 (The Georgia World Congress Center )
Host: 12th Conference on Artificial and Computational Intelligence and its Applications to the Environmental Sciences
Chair:  Haig Iskenderian, Air Traffic Control Systems, MIT Lincoln Laboratory, Lexington, MA
Papers:
  8:30 AM
3.1
Self-Organizing Maps: Map-Typing by Neural Network to Increase Reliability of High-Impact Weather Forecasting
Ryan A. Lagerquist, Environment Canada, Edmonton, AB, Canada; and A. Ling
Recorded Presentation

  8:45 AM
3.2
SVR and Bayesian Neural Networks applied to statistical downscaling of precipitation
Carlos Felipe Gaitan, University of Oklahoma - NOAA/GFDL, Princeton, NJ; and K. W. Dixon, J. Lanzante, V. Balaji, R. McPherson, B. Moore III, A. Radhakrishnan, and H. Vahlenkamp
Recorded Presentation

  9:00 AM
3.3
Use of machine learning techniques for identification of robust teleconnections to East African rainfall variability in observations and models
J. Brent Roberts, NASA/MSFC, Huntsville, AL; and F. R. Robertson and C. C. Funk

  9:15 AM
3.4
A Decision Tree Algorithm for Investigation of Model Biases Related to Dynamical Cores and Physical Parameterizations
Soner Yorgun, Univ. of Michigan, Ann Arbor, MI; and R. B. Rood
Recorded Presentation

  9:30 AM
3.5
Severe Hail Prediction with Spatiotemporal Relational Data Mining Techniques
David John Gagne II, National Center for Atmospheric Research, Boulder, CO; and A. McGovern, J. A. Brotzge, and M. Xue
Recorded Presentation

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