Weather-based ML Datasets Article Swipe
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Montgomery L. Flora
,
Corey K. Potvin
,
Amy McGovern
,
Shawn Handler
,
Randy J. Chase
·
YOU?
·
· 2023
· Open Access
·
· DOI: https://doi.org/10.5281/zenodo.8136709
· OA: W4393824553
YOU?
·
· 2023
· Open Access
·
· DOI: https://doi.org/10.5281/zenodo.8136709
· OA: W4393824553
Included are three datasets from Handler et al. (2020), Flora et al. (2021), and Chase et al. (2022. 2023). Handler et al. (2020) is a 1-hr HRRR-based nowcasting dataset predicting frozen road surfaces. Flora et al. (2021) is a 0-150 min severe weather dataset derived from the convection-allowing ensemble system known as the Warn-on-Forecast System. Lastly, the Chase et al. dataset is a lower resolution of the Storm EVent ImagRy (SEVIR; Veillette et al. 2020) dataset where the goal is to predict lightning.
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