The project has primarily enabled the extension of the Atlas of intense precipitation in Italy and the collection and analysis of flow events in small basins in order to reliably estimate runoff coefficients on a national scale. The data obtained in this first phase were published on the Zenodo platform (https://zenodo.org/records/11217292) and presented at the EGU General Assembly 2024 in Vienna.
The data obtained in this first phase were used as input, together with rainfall and temperature data observed by the national monitoring network, to perform a hydrological and hydraulic analysis of the Tatarena stream in central Italy. The results obtained were also used to assess embankment stability and presented at the XII European Water Resources Association World Congress 2025 in Palermo and at the EGU General Assembly 2025 in Vienna. The results have been reported in a publication currently in preparation.
The analyses conducted on the satellite data collected and their use in hydrological applications were also presented at the EUMETSAT Conference 2024.
The regionalization and integration analysis using machine learning techniques showed good results in terms of accuracy, allowing the analysis to be extended to non-instrumented basins.
The analysis also highlighted the limitations of the approach, relating to the lack of sub-daily flow data to train the algorithms on a finer scale. The results of the project will be presented at the IDRA 2026 Hydraulics Conference and will be published in a high-impact journal.