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

Session 1: Applications of AI in Numerical Weather Prediction


Chair:  Amy McGovern, Univ. of Oklahoma
Papers:
 
1.1
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

 
1.2
Machine Learning Enhancement of Storm Scale Ensemble Precipitation Forecasts
David John Gagne II, Univ. of Oklahoma, Norman, OK; and A. McGovern and M. Xue

 
A Genetic Algorithm Variational Approach to Dynamic Assimilation
Sue Ellen Haupt, NCAR, Boulder, CO; and A. J. Annunzio and K. J. Schmehl

 
1.4
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