92nd American Meteorological Society Annual Meeting (January 22-26, 2012)

Session 1 Applications of AI in Numerical Weather Prediction

Tuesday, 24 January 2012: 8:45 AM-9:45 AM
Room 242 (New Orleans Convention Center )
Host: 10th Conference on Artificial Intelligence Applications to Environmental Science
Chair:  Amy McGovern, Univ. of Oklahoma
  8:45 AM
Evaluating Methods for Down-Selecting NWP Multiphysics Ensembles for Wind Prediction
Jared A. Lee, NCAR, Boulder, CO; and S. E. Haupt, G. S. Young, W. C. Kolczynski Jr., and T. C. McCandless
  9:00 AM
Machine Learning Enhancement of Storm Scale Ensemble Precipitation Forecasts
David John Gagne II, Univ. of Oklahoma, Norman, OK; and A. McGovern and M. Xue
Accurate and Fast Neural Network Emulations of Long and Sort Wave Radiation for the NCEP Global Forecast System Model

  9:15 AM
A Genetic Algorithm Variational Approach to Dynamic Assimilation
Sue Ellen Haupt, NCAR, Boulder, CO; and A. J. Annunzio and K. J. Schmehl
  9:30 AM
Spatiotemporal Data Mining of High Resolution Simulations of Tornadoes
Amy McGovern, Univ. of Oklahoma, Norman, OK; and R. Kimes, B. Pirtle, and R. A. Brown
An Artificial Neural Network to Predict Thunderstorms in South Texas