Published March 14, 2026
| Version v1
Dataset
Open
Dataset and source code for "TITAN-LSTM: A Weather Radar Nowcasting Tool"
Authors/Creators
-
1.
Universidade de São Paulo
Description
This repository contains the dataset and source code supporting the article:
"TITAN-LSTM: A Weather Radar Nowcasting Tool"
The dataset contains storm tracks derived from weather radar observations using the TITAN storm tracking algorithm for the period 2016–2019.
The source code includes scripts for radar data preprocessing, TITAN parameter configuration, and the implementation of the TITAN-LSTM nowcasting model.
Files
Readme_TITAN-LSTM.pdf
Additional details
Funding
- Coordenação de Aperfeicoamento de Pessoal de Nível Superior
- 88887.374218/2019-00
- National Council for Scientific and Technological Development
- 402645/2023-5
- National Council for Scientific and Technological Development
- 383102/2024-3
- Fundação de Amparo à Pesquisa do Estado de São Paulo
- 2021/11762-5
References
- Dixon, M., & Wiener, G. (1993). TITAN: Thunderstorm identification, tracking, analysis, and nowcasting—A radar-based methodology. Journal of atmospheric and oceanic technology, 10(6), 785-797. https://doi.org/10.1175/1520-0426(1993)010<0785:TTITAA>2.0.CO;2