Reproducibility materials for tropical cyclone intensity estimation based on dynamic and radiative features of infrared remote sensing observations

This dataset contains the reproducibility materials for the manuscript “Tropical cyclone intensity estimation based on dynamic and radiative features of infrared remote sensing observations”. The materials include sample manifests, train/validation/test split files, 35-dimensional brightness-temperature statistical features, feature-scaling parameters, test-set prediction results, category-level evaluation metrics, 2016 case-study prediction results, source code, model configuration files, and the trained model weights used in the final experiment. The raw satellite observations used in the study are from NOAA HURSAT-B1 Version 6, which is publicly available at https://www.ncei.noaa.gov/data/hurricane-satellite-hursat-b1/archive/v06/. The raw HURSAT-B1 files, processed PNG image samples, and intermediate brightness-temperature matrices are not redistributed here because they can be regenerated from the public HURSAT-B1 data. The lightweight statistical features and final split files required to reproduce the main analyses are included.