Guido Cervone

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IEE Research Themes
Affiliate Researcher
Titles and Affiliations
Professor, Geography

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Recent Publications

A new hourly dataset for photovoltaic energy production for the continental USA

Hu, W., Cervone, G., Merzky, A., Turilli, M. & Jha, S., Feb 2022, In: Data in Brief. 40, 107824.

Research output: Contribution to journalArticlepeer-review

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

Bodini, N., Hu, W., Optis, M., Cervone, G. & Alessandrini, S., Nov 3 2021, In: Wind Energy Science. 6, 6, p. 1363-1377 15 p.

Research output: Contribution to journalArticlepeer-review

Probabilistic forecasting using deep generative models

Fanfarillo, A., Roozitalab, B., Hu, W. & Cervone, G., Jan 2021, In: GeoInformatica. 25, 1, p. 127-147 21 p.

Research output: Contribution to journalArticlepeer-review

A Bayesian Approach to Estimate the Spatial Distribution of Crowdsourced Radiation Measurements around Fukushima

Hultquist, C., Oravecz, Z. & Cervone, G., Dec 2021, In: ISPRS International Journal of Geo-Information. 10, 12, 822.

Research output: Contribution to journalArticlepeer-review

Automatic atmospheric correction for shortwave hyperspectral remote sensing data using a time-dependent deep neural network

Sun, J., Xu, F., Cervone, G., Gervais, M., Wauthier, C. & Salvador, M., Apr 2021, In: ISPRS Journal of Photogrammetry and Remote Sensing. 174, p. 117-131 15 p.

Research output: Contribution to journalArticlepeer-review

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

Yu, M., Xu, F., Hu, W., Sun, J. & Cervone, G., 2021, In: IEEE Access. 9, p. 137406-137418 13 p.

Research output: Contribution to journalArticlepeer-review

Integration of crowdsourced images, USGS networks, remote sensing, and a model to assess flood depth during Hurricane Florence

Hultquist, C. & Cervone, G., Mar 1 2020, In: Remote Sensing. 12, 5, 834.

Research output: Contribution to journalArticlepeer-review

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

Shahriari, M., Cervone, G., Clemente-Harding, L. & Delle Monache, L., Feb 2020, In: Renewable Energy. 146, p. 789-801 13 p.

Research output: Contribution to journalArticlepeer-review

Automatic Detection of Volcanic Surface Deformation Using Deep Learning

Sun, J., Wauthier, C., Stephens, K., Gervais, M., Cervone, G., La Femina, P. & Higgins, M., Sep 1 2020, In: Journal of Geophysical Research: Solid Earth. 125, 9, e2020JB019840.

Research output: Contribution to journalArticlepeer-review

Multiple geometry atmospheric correction for image spectroscopy using deep learning

Xu, F., Cervone, G., Franch, G. & Salvador, M., Apr 1 2020, In: Journal of Applied Remote Sensing. 14, 2, 024518.

Research output: Contribution to journalArticlepeer-review

Spatiotemporal event detection: a review

Yu, M., Bambacus, M., Cervone, G., Clarke, K., Duffy, D., Huang, Q., Li, J., Li, W., Li, Z., Liu, Q., Resch, B., Yang, J. & Yang, C., 2020, In: International Journal of Digital Earth. 13, 12, p. 1339-1365 27 p.

Research output: Contribution to journalReview articlepeer-review

Response to critique of article “Calibration of Safecast dose rate measurements”

Cervone, G. & Hultquist, C., Feb 2019, In: Journal of Environmental Radioactivity. 197, p. 129 1 p.

Research output: Contribution to journalLetterpeer-review

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

Hu, W. & Cervone, G., Dec 2019, In: Computers and Geosciences. 133, 104299.

Research output: Contribution to journalArticlepeer-review

Comparison of simulated radioactive atmospheric releases to citizen science observations for the Fukushima nuclear accident

Hultquist, C. & Cervone, G., Feb 1 2019, In: Atmospheric Environment. 198, p. 478-488 11 p.

Research output: Contribution to journalArticlepeer-review

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

Kugler, T. A., Grace, K., Wrathall, D. J., de Sherbinin, A., Van Riper, D., Aubrecht, C., Comer, D., Adamo, S. B., Cervone, G., Engstrom, R., Hultquist, C., Gaughan, A. E., Linard, C., Moran, E., Stevens, F., Tatem, A. J., Tellman, B. & Van Den Hoek, J., Dec 1 2019, In: Population and Environment. 41, 2, p. 209-234 26 p.

Research output: Contribution to journalArticlepeer-review