Session 5B AI Techniques for Numerical Weather Prediction, Part II

Tuesday, 8 January 2019: 10:30 AM-11:45 AM
North 125AB (Phoenix Convention Center - West and North Buildings)
Host: 18th Conference on Artificial and Computational Intelligence and its Applications to the Environmental Sciences
Cochairs:
Ryan A. Lagerquist, CIMMS, Meteorology, Norman, OK and Edwin Campos, Uptake Technologies, Data Science - Weather, Chicago, IL

Papers:
10:30 AM
5B.1
Surface Layer Flux Machine Learning Parameterizations
David John Gagne II, NCAR, Boulder, CO; and T. C. McCandless, T. Brummet, B. Kosovic, and S. E. Haupt
Recorded Presentation

10:45 AM
5B.2
Downscaling Air Temperature Forecasts along Intricate Coastlines
Mathias Nipen, Norwegian Meteorological Institute, Oslo, Norway; and T. Nipen and I. A. Seierstad
Recorded Presentation

11:00 AM
5B.3
Postprocessing HREFv2 Heavy Rainfall Forecasts Using Machine Learning
Eric D. Loken, CIMMS/University of Oklahoma, Norman, OK; and A. J. Clark and A. McGovern
Recorded Presentation

5B.4
Numerical Weather Prediction Postprocessing with Convolutional Neural Network

11:30 AM
5B.5
PROGNOS: A Renewed Statistical Postprocessing Infrastructure and Opportunity for AI Applications to Weather and Air Quality Forecasting for the Meteorological Service of Canada (MSC)
Christian Saad, EC, Dorval, Canada; and J. Baik, A. Teakles, J. Montpetit, S. Antonopoulos, Y. Chartier, and S. Beauregard
Recorded Presentation

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