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  1. AGU Members
  2. Guido Cervone
Member Since 2015
Guido Cervone
Professor, Pennsylvania State University
Immediate Past President, Natural Hazards Executive Committee; Member, Natural Hazards Fall Meeting Program Committee; Member, Fall Meeting Program Committee; Member, Natural Hazards Fellows Committee; Member, Meetings Committee
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Professional Experience
Pennsylvania State University
Professor
2014 - Present
Education
Doctorate
2005
Guido's AGU Research
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MeltwaterBench: Deep learning for spatiotemporal downscaling of surface meltwater
MACHINE LEARNING IN THE CRYOSPHERE I ORAL
cryosphere | 17 december 2025
Probabilistic Error Prediction of Deterministic Weather Model Forecasts Using Machine Learning and Satellite Observations
FUSION AND APPLICATION OF AI/ML WITH REMOTE SENSING, SOCIAL SENSING, AND/OR PHYSICAL PROCESS MODELING TO STUDY HAZARD II POSTER
natural hazards | 13 december 2024
Using XAI to improve estimates of Greenland surface mass balance
MACHINE LEARNING AND THE CRYOSPHERE: DATA AND MODELING IV POSTER
cryosphere | 15 december 2023
A Machine Learning Weather Similarity for Spatial Analog Ensembles
MACHINE LEARNING AND DIGITAL TWIN TECHNOLOGIES FOR CLIMATE AND WEATHER SIMULATION II POSTER
informatics | 15 december 2023
Machine Learning Based Source Term Estimation for the 2023 Canadian Forest Fires
ATMOSPHERIC AEROSOL PROCESSES AND IMPACTS ACROSS SCALES: INSIGHTS INTO PROPERTIES, MULTIPHASE PROCESSES, AIR QUALITY, CLIMATE, AND HEALTH III POSTER
atmospheric sciences | 13 december 2023
Mapping the Spread of an Invasive Plant Species Using Deep-Learning Driven Object Instance Segmentation and Earth Observations
APPLICATIONS OF MACHINE LEARNING AND DEEP LEARNING TO ADDRESS ENVIRONMENTAL CHALLENGES AND SUSTAINABLE DEVELOPMENT GOALS I POSTER
global environmental change | 12 december 2023
Atmospheric Characterization in LWIR Hyperspectral Imagery Using Multi-Angle Data Collection
THE SPECTRAL DIMENSION OF SHORTWAVE AND LONGWAVE RADIATION IN THE EARTH SYSTEM II POSTER
atmospheric sciences | 12 december 2023
The NittanyRadiance Longwave Hyperspectral Data Collection field experiment
THE SPECTRAL DIMENSION OF SHORTWAVE AND LONGWAVE RADIATION IN THE EARTH SYSTEM II POSTER
atmospheric sciences | 12 december 2023
Volunteer Experience
2026 - Present
Member
Meetings Committee
2025 - Present
Member
Natural Hazards Fall Meeting Program Committee
2025 - Present
Member
Fall Meeting Program Committee
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Honors & Awards
Local Science Partners
Received January 2022