Publications

• A. Zanella, S. Zubelzu, M. Bennis, M. Capuzzo and P. Tarolli, "Internet of Things for Hydrology: Potential and Challenges," 2023 18th Wireless On-Demand Network Systems and Services Conference (WONS), Madonna di Campiglio, Italy, 2023, pp. 114-121, doi: 10.23919/WONS57325.2023.10062193.

• A. Zanella, S. Zubelzu and M. Bennis, "Sensor Networks, Data Processing, and Inference: The Hydrology Challenge," in IEEE Access, vol. 11, pp. 107823-107842, 2023, doi: 10.1109/ACCESS.2023.3318739

• S Zubelzu, A Ghalkha, CB Issaid, A Zanella, M Bennis, "Coupling machine learning and physical modelling for predicting runoff at catchment scale," Journal of Environmental Management, March 1, 2024

• S. Zubelzu, R. Sánchez. Dealing with spatial variability when modelling rainfall-runoff processes. Presented at the 40th IAHR World Congress. 21-24 August, 2023 Vienna (Austria).

• Zubelzu Mínguez, S., Matendo, S., Zanella, A., Capuzzo, M., & Bennis, M. "RAINFALL-RUNOFF MODELLING AT CATCHMENT SCALE WITH ARTIFICIAL INTELLIGENCE ALGORITHMS." In Proceedings from the International Congress on Project Management and Engineering. Asociación Española de Dirección e Ingeniería de Proyectos, July 2022

• Zubelzu Mínguez, S., Matendo, S., Galán, V., Zanella, A., & Bennis, M.  "K NEAREST NEIRGHBOR ALGORITHM FOR MODELLING RAINFALL HYETOGRAPHS WITH INTEREST ON HYDROLOGY." In Proceedings from the International Congress on Project Management and Engineering. Asociación Española de Dirección e Ingeniería de Proyectos, July 2022.

• Sergio Zubelzu, Sara E. Matendo, Victor Galán, Andrea Zanella, Mehdi Bennis. "Spatial and temporal variability of weather data for modeling urban hydrology." Proceedings of the 39th IAHR World Congress. 19-24 June 2022 Granada, Spain.

• Sergio Zubelzu, Sara E. Matendo, Victor Galán, Andrea Zanella, Mehdi Bennis. "Data-driven models for flooding forecasting in small watersheds." Proceedings of the 39th IAHR World Congress. 19-24 June 2022 Granada, Spain.

• Sergio Zubelzu, Sara E. Matendo, Victor Galán, Andrea Zanella, Mehdi Bennis. "Simulación de procesos rainfall-runoff en cuencas mediante inteligencia artificial". Proceedings of the XXVI Congreso Internacional de Dirección e Ingeniería de Proyectos - CIDIP 2022 (Terrassa), July 2022.

• Sergio Zubelzu, Sara E. Matendo, Victor Galán, Andrea Zanella, Mehdi Bennis. "Algoritmo K Nearest Neighbor para la simulación de hietogramas de uso en los estudios hidrológicos". Proceedings of the XXVI Congreso Internacional de Dirección e Ingeniería de Proyectos - CIDIP 2022 (Terrassa), July 2022.

Deliverables