Member Since 2015
Guido Cervone
Professor, Pennsylvania State University Main Campus
Professional Experience
Pennsylvania State University Main Campus
Professor
2014 - Present
Education
Doctorate
2005
Current Roles
President
Natural Hazards Executive Committee
Section President
Council
Publications
Automatic Detection of Volcanic Surface Deformation Using Deep Learning

Interferometric Synthetic Aperture Radar (InSAR) provides subcentimetric measurements of surface displacements, which are key for characterizing an...

September 10, 2020
AGU Abstracts
Using XAI to improve estimates of Greenland surface mass balance
MACHINE LEARNING AND THE CRYOSPHERE: DATA AND MODELING IV POSTER
cryosphere | 15 december 2023
Marco Tedesco, Xavier Fettweis, Guido Cervone, Raf...
Using XAI to improve estimates of Greenland surface mass loss Properly modeling mass losses from the Greenland ice sheet is imperative to quantify its...
View Abstract
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
Weiming Hu, Guido Cervone, Luca Delle Monache, Lau...
The Analog Ensemble (AnEn) technique has been applied to generate accurate and calibrated probabilistic forecasts for renewable energy. It uses the cu...
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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
Guido Cervone, Carolynne Hultquist, Yun Hang
The 2023 Spring Canadian Forest Fires caused extremely high levels of particulates over Eastern North America. High concentrations as captured by the ...
View Abstract

Volunteer Experience
2023 - 2025
Member
Natural Hazards Finance Committee
2023 - 2025
President
Natural Hazards Executive Committee
2021 - 2025
Member
Natural Hazards Reception Planning & Discussion Committee
Check out all of Guido Cervone’s AGU Research!
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