Improving Heavy Rainfall Guidance from Convection-Allowing Ensembles Using Machine Learning

PI Lastname
Loken
PI Firstname
Eric
PI Affiliation
Grad Student, University of Oklahoma
PI2 Lastname
Clark
PI2 Firstname
Adam
Research Area
PI2 Affiliation
NOAA/NSSL, University of Oklahoma
Project Year
2019
Publication Citation

Loken, E. D., A. J. Clark, A. McGovern, M. Flora, and K. Knopfmeier, 2019: Postprocessing Next-Day Ensemble Probabilistic Precipitation Forecasts Using Random Forests. Wea. Forecasting, 34, 2017–2044, https://doi.org/10.1175/WAF-D-19-0109.1.

 

 

Loken, E. D., A. J. Clark, and C. D. Karstens, 2020: Generating Probabilistic Next-Day Severe Weather Forecasts from Convection-Allowing Ensembles Using Random Forests. Wea. Forecasting, 35, 1605–1631, https://doi.org/10.1175/WAF-D-19-0258.1.

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