Faculty

Institution

Unit

Venue

Guido Cervone

Pennsylvania State University

Affiliations

College of Earth and Mineral Sciences

Department of Geography

Department of Meteorology and Atmospheric Science

NoneGuido Cervone is currently serving as a College Of Earth And Mineral Sciences faculty at Pennsylvania State University.

Honors

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Experiences

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Education

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Guido Cervone

Pennsylvania State University

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earth science environmental science remote sensing atmospheric science data science machine learning computer science meteorology earth observation atmospheric research earth observation data spatial analysis climatology social media image analysis atmospheric environment geoinformatics atmospheric releases applied geography disaster management damage assessment tectonophysics geophysical research energy research hydrometeorology geoscientific model development disaster research extreme weather geospatial mapping coastal earthquakes digital earth air quality knowledge discovery information fusion crisis management ocean sciences scientific computing geodesy digital geography urban air quality probabilistic forecasting space research emergency management radioactive contamination urban areas hurricane katrina fukushima nuclear accident satellite signal processing small satellites highway pavements radar image processing multispectral imaging demand response urban health covid-19 pandemic human mobility urban informatics meteoritics population science population ecology environmental data population studies data fusion space archaeology emergency communication algorithmic learning major earthquakes ir satellite data wave radiation variability artificial neural networks remote-sensing data collection asphalt pavement potholes day-ahead energy market optimal bidding spatiotemporal event detection methane emissions computational prediction geographical information science geography geographic analytics big data geospatial data

Notable Scholarly Works

Notable Federal Grants

Collaborators

Arctic Accessibility: Recent Trend in Observed Ship Tracks and Validation of Arctic Transport Accessibility Model. Annals of GIS (2024)

Weiming HuGuido CervoneLuke TruselManzhu Yu

geographical information sciencemarine policynavigationcoastal researchmaritime safetyenvironmental sciencearctic accessibilityaccessibilitymarine engineeringearth sciencetransport modellingtransportation engineeringgeographic information systemsgeographyarctic engineeringtransport geographytransportation researchtransport infrastructurespatial analysisobserved ship tracks

Comparative Analysis Between Multi-Scale Observation Product (Mop) With Flood2D-GPU Model and Fema Products: A 2017 Hurricane Harvey Case Study. IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium (2024)

Elena SavaGuido CervoneAlfred Kalyanapu

numerical simulationsgeoscientific model developmentnatural disasterscase studiesfema productsremote sensingflood risk managementearth scienceearth observationmulti-scale observation product

Enhancing Flood Water Level Prediction Through Transfer Learning With Warmup Learning Rate Scheduling in LSTM Models: A Comparative Case Study in Kentucky and Tennessee Watersheds. Modeling Earth Systems and Environment (2024)

George K. FordjourFaria NurAlfred J. KalyanapuGuido Cervone

case studiesenvironmental sciencelstm modelsrate schedulingtransfer learninghydrological modelingwatershed managementflood risk managementenvironmental modellingcomparative case study

Geospatial Big Data: Theory, Methods, and Applications. Annals of GIS (2024)

Lei ZouYongze SongGuido Cervone

geographical information sciencegeospatial mappinggeospatial datageodesybig spatiotemporal data analyticsgeographic information retrievalgeographic analyticsdata scienceearth sciencegeospatial big datadigital earthgeographic information systemsgeographyspatial databasesbig datageoscientific model developmentspatial analysisremote sensingapplied geography

Integrating Thermal Infrared Imaging and Weather Data for Short-Term Prediction of Building Envelope Thermal Appearance. Remote Sensing (2024)

Nikolay GolosovGuido Cervone

built environmentshort-term predictionenvironmental engineeringarchitecturearchitectural engineeringthermal infrared imagingheat transferremote sensingbuilding engineeringthermographyindoor climatethermal engineeringthermal infrared remote sensingthermal modelingcivil engineeringweather dataenvelope thermal appearanceearth observation

Multiscale Observation Product (Mop) for Temporal Flood Inundation Mapping of the 2015 Dallas Texas Flood. (2024)

Elena SavaGuido CervoneAlfred Kalyanapu

hydrometeorologydallas texas floodenvironmental engineeringmeteorologyhydrologycoastal engineeringcoastal researchwater sciencecivil engineeringearth sciencemultiscale observation product

Using Human Mobility Data to Detect Evacuation Patterns in Hurricane Ian. Annals of GIS (2024)

Xiang LiYi QiangGuido Cervone

human mobility datadata sciencehurricane iangeographic information systemsdisaster managementevacuation patterns

A Computationally Efficient Statistically Downscaled 100 M Resolution Greenland Product From the Regional Climate Model Mar. The cryosphere (2023)

Marco TedescoPaolo ColosioXavier FettweisGuido Cervone

numerical simulationslarge-scale simulationsclimate modelsenvironmental scienceclimate modellingenvironmental modellingearth sciencemodeling and simulationplanetary sciences

Comment on Tc-2023-56. (2023)

Tedesco, MarcoColosio, PaoloFettweis, XavierCervone, Guido

DAILYMELT: Diffusion-Based Models for Spatiotemporal Downscaling of (Ant-)Arctic Surface Meltwater Maps. (2023)

Björn LütjensPatrick AlexanderRaf AntwerpenGuido CervoneMatthew KearneyBingkun LuoDava NewmanMarco Tedesco

environmental sciencegeospatial mappingcryospherediffusionearth scienceplanetary sciencesclimate changespatiotemporal downscalingdiffusion-based models

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Guido Cervone

Pennsylvania State University

Affiliations

College of Earth and Mineral Sciences

Department of Geography

Department of Meteorology and Atmospheric Science

NoneGuido Cervone is currently serving as a College Of Earth And Mineral Sciences faculty at Pennsylvania State University.

Honors

Create free account to unlock more features

Experiences

Create free account to unlock more features

Education

Create free account to unlock more features

Guido Cervone

Pennsylvania State University

You can click a keyword to filter the displayed items

Notable Scholarly Works

Notable Federal Grants

Collaborators

Arctic Accessibility: Recent Trend in Observed Ship Tracks and Validation of Arctic Transport Accessibility Model. Annals of GIS (2024)

Weiming HuGuido CervoneLuke TruselManzhu Yu

Elena SavaGuido CervoneAlfred Kalyanapu

numerical simulationsgeoscientific model developmentnatural disasterscase studiesfema productsremote sensingflood risk managementearth scienceearth observationmulti-scale observation product

George K. FordjourFaria NurAlfred J. KalyanapuGuido Cervone

case studiesenvironmental sciencelstm modelsrate schedulingtransfer learninghydrological modelingwatershed managementflood risk managementenvironmental modellingcomparative case study

Geospatial Big Data: Theory, Methods, and Applications. Annals of GIS (2024)

Lei ZouYongze SongGuido Cervone

Integrating Thermal Infrared Imaging and Weather Data for Short-Term Prediction of Building Envelope Thermal Appearance. Remote Sensing (2024)

Nikolay GolosovGuido Cervone

Multiscale Observation Product (Mop) for Temporal Flood Inundation Mapping of the 2015 Dallas Texas Flood. (2024)

Elena SavaGuido CervoneAlfred Kalyanapu

hydrometeorologydallas texas floodenvironmental engineeringmeteorologyhydrologycoastal engineeringcoastal researchwater sciencecivil engineeringearth sciencemultiscale observation product

Using Human Mobility Data to Detect Evacuation Patterns in Hurricane Ian. Annals of GIS (2024)

Xiang LiYi QiangGuido Cervone

human mobility datadata sciencehurricane iangeographic information systemsdisaster managementevacuation patterns

A Computationally Efficient Statistically Downscaled 100 M Resolution Greenland Product From the Regional Climate Model Mar. The cryosphere (2023)

Marco TedescoPaolo ColosioXavier FettweisGuido Cervone

numerical simulationslarge-scale simulationsclimate modelsenvironmental scienceclimate modellingenvironmental modellingearth sciencemodeling and simulationplanetary sciences

Comment on Tc-2023-56. (2023)

Tedesco, MarcoColosio, PaoloFettweis, XavierCervone, Guido

DAILYMELT: Diffusion-Based Models for Spatiotemporal Downscaling of (Ant-)Arctic Surface Meltwater Maps. (2023)

Björn LütjensPatrick AlexanderRaf AntwerpenGuido CervoneMatthew KearneyBingkun LuoDava NewmanMarco Tedesco

environmental sciencegeospatial mappingcryospherediffusionearth scienceplanetary sciencesclimate changespatiotemporal downscalingdiffusion-based models

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5
12
10 / page

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University of Mississippi

natural disaster

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Keith Clarke

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University of California, Santa Barbara

geography

urban geography

Lei Zou

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big data

natural disaster

Barnali Dixon

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geographic information system

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infrastructure management

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