معرفی
Guido Cervone is a Professor of Geography and Meteorology and Atmospheric Science at Pennsylvania State University, serving as Interim Director of the Institute for Computational and Data Sciences (ICDS). He holds an adjunct professorship at Columbia University's Lamont-Doherety Earth Observatory and has been an affiliated scientist with the National Center for Atmospheric Research since 2012.
His research spans machine learning, remote sensing, and geospatial big data, focusing on environmental hazards, renewable energy systems, and climate modeling. Key areas include flood prediction, hurricane evacuation analytics, Arctic transport accessibility, and atmospheric correction algorithms.
- 2025: Flood water level prediction with transfer learning
- 2024: Urban heat islands, Arctic shipping trends
- 2023: Greenland ice sheet downscaling, wind energy uncertainty
- 2022: Continental solar energy datasets
- 2021: Radiation mapping, temperature downscaling
Cervone leads interdisciplinary collaborations across climate science, AI, and energy systems, with grants addressing urban heat hazards, contrail climate impacts, and renewable resource modeling. He co-chairs AGU's Natural Hazards committee and mentors researchers in computational methods.
