Session 9A Forecasting Tools: Machine Learning Applications

Wednesday, 6 June 2018: 10:30 AM-12:00 PM
Colorado A (Grand Hyatt Denver)
Host: 29th Conference on Weather Analysis and Forecasting
Nathan Snook, CAPS, Norman, OK and Gail Hartfield, NOAA/NWS, NWS WFO Raleigh, NC, Raleigh, NC

10:30 AM
10:45 AM
11:00 AM
Evaluation of a Machine-Learning Model for the Prediction of Heavy and Extreme Rainfall
Russ S. Schumacher, Colorado State Univ., Fort Collins, CO; and G. R. Herman, S. Perfater, and B. Albright
11:15 AM
Using Evolutionary Programming to Generate Improved Tropical Cyclone Intensity Forecasts
Jesse Schaffer, University of Wisconsin−Milwaukee, Milwaukee, WI; and P. Roebber and C. Evans
11:30 AM
Using Ecosystem Dynamics to Evolve Skillful Ensemble Forecasts
Paul Roebber, University of Wisconsin−Milwaukee, Milwaukee, WI
11:45 AM
Using Self Organizing Map Transition Matrices as a Forecast Tool
Andrea Nicole Honor, University of Wisconsin Milwaukee, Milwaukee, WI; and P. Roebber
- Indicates paper has been withdrawn from meeting
- Indicates an Award Winner