U-Net model - Luigi Vanvitelli University

This repository contains the source code and input data used in the paper"A Convolutional Neural Network-Based Model for Precipitation Nowcasting Leveraging Data from Gauge Stations." The dataset includes the gauge station measurements used for training and testing, while the MATLAB scripts implement the CNN-based nowcasting model as described in the article. The provided materials allow full reproducibility of the results presented in the manuscript.Users can run the code to train the model, evaluate performance, and reproduce the figures shown in the paper. Data and Software — The rainfall data are obtained from the Civil Protection Multi-Risk Functional Center(https://centrofunzionale.regione.campania.it/). Figures were prepared using MATLAB R2023a. Please cite this record using the DOI if you make use of the code in your own research.