Trained models and data for "Identifying Three-Dimensional Radiative Patterns Associated with Early Tropical Cyclone Intensification"

This compressed file contains all the processed time series, trained models, and post-processed longwave and shortwave fields that are used to create the main results in "Identifying Three-Dimensional Radiative Patterns Associated with Early Tropical Cyclone Intensification".

The processed time series are used as inputs to the machine learning model. The true intensification rates are also included in the file for model evaluation purposes.

The post-processed longwave and shortwave fields in radial coordinates are big. To ensure the file size is within the upload size limit, we only provide the radiation fields for the two Haiyan ensemble members used in the paper's main text. The processed fields for Maria and the other Haiyan ensemble members are available upon request.