Weather-based ML Datasets

<p>Included are three datasets and machine learning models 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&nbsp;Storm EVent ImagRy (SEVIR; Veillette et al. 2020) dataset where the goal is to predict lightning.</p>