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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 journal › Article › peer-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 journal › Article › peer-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 journal › Article › peer-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 journal › Article › peer-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 journal › Article › peer-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 journal › Article › peer-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 journal › Article › peer-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 journal › Article › peer-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 journal › Article › peer-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 journal › Article › peer-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 journal › Review article › peer-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 journal › Letter › peer-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 journal › Article › peer-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 journal › Article › peer-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 journal › Article › peer-review