Ph.D. in Ingegneria Civile E Ambientale , 37th cycle (2021-2024)
Ph.D. obtained in 2025
Dissertation:
Novel post-processing applications in weather science (Abstract)
Tutors:
Francesco LaioProfile
Research topic
Post-processing in hydrology: from limited area precipitation forecast to global moisture tracking.
Research interests
Biography
I carry out research in meteorology and climatology, focusing on precipitation forecasts, thermal comfort indices, and the study of atmospheric moisture fluxes on a global scale. I integrate observations, satellite data, and reanalysis with numerical models and machine learning techniques to improve the understanding and modelling of atmospheric processes and their impacts.
Awards and Honors
Publications
Works published during the Ph.D. View all publications in Porto@Iris
- De Petrillo, Elena; Monaco, Luca; Tuninetti, Marta; Staal, Arie; Laio, Francesco (2025)
Cell-scale atmospheric moisture flows dataset reconciled with ERA5 reanalysis. In: SCIENTIFIC DATA, vol. 12. ISSN 2052-4463
Contributo su Rivista - De Petrillo, Elena; Fahrländer, Simon; Tuninetti, Marta; Andersen, Lauren S.; Monaco, ... (2025)
Reconciling tracked atmospheric water flows to close the global freshwater cycle. In: COMMUNICATIONS EARTH & ENVIRONMENT, vol. 6. ISSN 2662-4435
Contributo su Rivista - Monaco, Luca (2025)
Novel post-processing applications in weather science. relatore: LAIO, FRANCESCO; , 37. XXXVII Ciclo, P.: 115
Doctoral Thesis - Monaco, Simone; Monaco, Luca; Apiletti, Daniele; Cremonini, Roberto; Barbero, Secondo (2025)
Uncertainty-aware methods for enhancing rainfall prediction with deep-learning based post-processing segmentation. In: COMPUTERS & GEOSCIENCES, vol. 205. ISSN 0098-3004
Contributo su Rivista - Fahrländer, Simon Felix; De Petrillo, Elena; Tuninetti, Marta; Andersen, Lauren Seaby; ... (2024)
Reconciling bilateral connections of atmospheric moisture within the hydrological cycle. In: European Geosciences Union Assembly 2024, Vienna
Contributo in Atti di Convegno (Proceeding) - DE PETRILLO, Elena; Monaco, Luca; Chiesa Turiano, Nike; Tuninetti, Marta; Ridolfi, Luca; ... (2024)
Ricostruzione dei flussi atmosferici di vapore acqueo pertinenti alle aree agricole. In: GIORNATE DELL’IDROLOGIA 2024, Udine, 24 - 26 Giugno 2024
Contributo in Atti di Convegno (Proceeding) - Monaco, Luca; Cremonini, Roberto; Laio, Francesco (2024)
Precipitation forecast post-processing: blending deterministic NWPs with machine learning. In: European Geosciences Union Assembly 2024, Vienna
Contributo in Atti di Convegno (Proceeding) - Monaco, Simone; Monaco, Luca; Apiletti, Daniele (2024)
Uncertainty-aware segmentation for rainfall prediction post processing. In: 2024 ACM SIGKDD International Conference on Knowledge Discovery and Data Mining Workshops, Barcellona, August 25, 2024 - August 29, 2024
Contributo in Atti di Convegno (Proceeding) - Monaco, Luca; Cremonini, Roberto; Laio, Francesco (2023)
Towards a machine learning based multimodel for precipitation forecast over the italian peninsula. In: European Geosciences Union General Assembly 2023, 24–28 Apr 2023
Contributo in Atti di Convegno (Proceeding) - Bottazzi, M.; Scipione, G.; Marras, G. F.; Trotta, G.; D'Antonio, M.; Chiavarini, B.; ... (2021)
The Italian open data meteorological portal: MISTRAL. In: METEOROLOGICAL APPLICATIONS, vol. 28. ISSN 1350-4827
Contributo su Rivista