Guido Cervone - Publications, H-index & Citations

Guido Cervone

pennsylvania state university

34H指数

235论文数

4.6K被引数

收录论文 37

发表时间

Do Standardized Residential Energy Models Represent the Variables That Matter? Evidence from Explainable Machine Learning 标准化住宅能源模型是否代表了关键变量？基于可解释机器学习的证据

Energy and AI

IF9.6

2026-09-12

OAAI

Jie Li; Guido Cervone; José P. Duarte; Ute Poerschke; Lisa D. Iulo

DM-CPS: A Dual-Head Mass-Consistent Surrogate for Accelerating HYSPLIT PM2.5 Dispersion Modeling DM-CPS：一种用于加速HYSPLIT PM2.5扩散模型的双头质量守恒代理模型

Machine Learning and Knowledge Extraction

IF6

2026-08-28

OAAI

Farida Abdoldina; Azamat Serek; Guido Cervone

GIScience in the era of Artificial Intelligence: a research agenda towards Autonomous GIS 人工智能时代的GIScience: 面向自治GIS的研究议程

ANNALS OF GIS

IF3.3

2025-09-01

PREAI

Li, Zhenlong; Ning, Huan; Gao, Song; Janowicz, Krzysztof; Li, Wenwen; Arundel, Samantha T.; Yang, Chaowei; Bhaduri, Budhendra; Wang, Shaowen; Zhu, A-Xing; Gahegan, Mark; Shekhar, Shashi; Ye, Xinyue; Mckenzie, Grant; Cervone, Guido; Hodgson, Michael E.

Assessing boundary condition and parametric uncertainty in numerical-weather-prediction-modeled, long-term offshore wind speed through machine learning and analog ensemble

wind energy

IF4.9

2021-11-03

OAAI

Bodini, Nicola; Hu, Weiming; Optis, Mike; Cervone, Guido; Alessandrini, Stefano

Using Long Short-Term Memory (LSTM) and Internet of Things (IoT) for Localized Surface Temperature Forecasting in an Urban Environment

IEEE ACCESS

IF3.6

2021-01-01

OAAI

Yu, Manzhu; Xu, Fangcao; Hu, Weiming; Sun, Jian; Cervone, Guido

Automatic Detection of Volcanic Surface Deformation Using Deep Learning

JOURNAL OF GEOPHYSICAL RESEARCH-SOLID EARTH

IF4.1

2020-09-10

OAAI

Sun, Jian; Wauthier, Christelle; Stephens, Kirsten; Gervais, Melissa; Cervone, Guido; La Femina, Peter; Higgins, Machel

Spatiotemporal event detection: a review 时空事件检测: 综述

INTERNATIONAL JOURNAL OF DIGITAL EARTH

IF4.9

2020-03-09

OAAI

Yu, Manzhu; Bambacus, Myra; Cervone, Guido; Clarke, Keith; Duffy, Daniel; Huang, Qunying; Li, Jing; Li, Wenwen; Li, Zhenlong; Liu, Qian; Resch, Bernd; Yang, Jingchao; Yang, Chaowei

Using the analog ensemble method as a proxy measurement for wind power predictability

RENEWABLE ENERGY

IF9.1

2020-02-01

OAAI

Shahriari, M.; Cervone, G.; Clemente-Harding, L.; Delle Monache, L.

Dynamically Optimized Unstructured Grid (DOUG) for Analog Ensemble of numerical weather predictions using evolutionary algorithms

COMPUTERS & GEOSCIENCES

IF4.4

2019-12-01

OAAI

Hu, Weiming; Cervone, Guido

People and Pixels 20 years later: the current data landscape and research trends blending population and environmental data

POPULATION AND ENVIRONMENT

IF2.5

2019-11-22

PREAI

Kugler, Tracy A.; Grace, Kathryn; Wrathall, David J.; de Sherbinin, Alex; Van Riper, David; Aubrecht, Christoph; Comer, Douglas; Adamo, Susana B.; Cervone, Guido; Engstrom, Ryan; Hultquist, Carolynne; Gaughan, Andrea E.; Linard, Catherine; Moran, Emilio; Stevens, Forrest; Tatem, Andrew J.; Tellman, Beth; Van den Hoek, Jamon

Analysis of remote sensing imagery for disaster assessment using deep learning: a case study of flooding event

SOFT COMPUTING

IF2.5

2019-03-07

PREAI

Yang, Liping; Cervone, Guido

Fusing Heterogeneous Data: A Case for Remote Sensing and Social Media

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

IF8.6

2018-12-01

OAAI

Wang, Han; Skau, Erik; Krim, Hamid; Cervone, Guido

Enhancing the temporal resolution of satellite-based flood extent generation using crowdsourced data for disaster monitoring

INTERNATIONAL JOURNAL OF REMOTE SENSING

IF2.6

2017-11-29

PREAI

Panteras, George; Cervone, Guido

Quantifying methane emissions from natural gas production in north-eastern Pennsylvania

ATMOSPHERIC CHEMISTRY AND PHYSICS

IF5.1

2017-11-23

OAAI

Barkley, Zachary R.; Lauvaux, Thomas; Davis, Kenneth J.; Deng, Aijun; Miles, Natasha L.; Richardson, Scott J.; Cao, Yanni; Sweeney, Colm; Karion, Anna; Smith, MacKenzie; Kort, Eric A.; Schwietzke, Stefan; Murphy, Thomas; Cervone, Guido; Martins, Douglas; Maasakkers, Joannes D.

A cloud-enabled automatic disaster analysis system of multi-sourced data streams: An example synthesizing social media, remote sensing and Wikipedia data

COMPUTERS ENVIRONMENT AND URBAN SYSTEMS

IF8.3

2017-11-01

OAAI

Huang, Qunying; Cervone, Guido; Zhang, Guiming

Analysis of errors introduced by geographic coordinate systems on weather numeric prediction modeling

GEOSCIENTIFIC MODEL DEVELOPMENT

IF4.9

2017-09-19

OAAI

Cao, Yanni; Cervone, Guido; Barkley, Zachary; Lauvaux, Thomas; Deng, Aijun; Taylor, Alan