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Author

Salvatore Grimaldi

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Open access Oct 2026

Optimizing Flood Early Warning Sensor Networks Using Hydrological Modeling and Machine Learning: A Semi-Arid Basin Case Study

Flood early warning systems (FEWSs) in data-scarce and rapidly responding catchments require monitoring networks that provide sufficient forecasting information with minimal operational cost. This study evaluates the applicability of a data-driven sensor-placement framework to the semi-arid Torghabeh River Basin in nor...

Mahtab Helmi, F. Cappelli, Mehdi Dastourani et al. · 0 citations
Open access Oct 2026

Virtual Rain v1.0: a unified toolkit for high-resolution rainfall simulation and disaggregation

Stochastic simulation models are essential for investigating hydrological processes and supporting water resource management. In this study, we introduce Virtual Rain, a software toolkit that first generates synthetic daily rainfall time series and then disaggregates them to a user-defined temporal resolution. The to...

F. Cappelli, Salvatore Grimaldi, A. Petroselli et al. · 0 citations

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