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Projects
Recent Publications
Growing season convective systems in the US Corn Belt in relation to land use-land cover and synoptic patterns
Hiestand, M. P., Carleton, A. M. & Cervone, G., Apr 2024, In: Theoretical and Applied Climatology. 155, 4, p. 3221-3241 21 p.Research output: Contribution to journal › Article › peer-review
Machine Learning Weather Analogs for Near-Surface Variables
Hu, W., Cervone, G., Young, G. & Delle Monache, L., Mar 2023, In: Boundary-Layer Meteorology. 186, 3, p. 711-735 25 p.Research output: Contribution to journal › Article › peer-review
Multiscale Observation Product (MOP) for Temporal Flood Inundation Mapping of the 2015 Dallas Texas Flood
Sava, E., Cervone, G. & Kalyanapu, A., Mar 2023, In: Remote Sensing. 15, 6, 1615.Research output: Contribution to journal › Article › peer-review
A computationally efficient statistically downscaled 100m resolution Greenland product from the regional climate model MAR
Tedesco, M., Colosio, P., Fettweis, X. & Cervone, G., Nov 30 2023, In: Cryosphere. 17, 12, p. 5061-5074 14 p.Research output: Contribution to journal › Article › peer-review
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
NAM-NMM Temperature Downscaling Using Personal Weather Stations to Study Urban Heat Hazards
Calovi, M., Hu, W., Cervone, G. & Delle Monache, L., Sep 2021, In: GeoHazards. 2, 3, p. 257-276 20 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
Changes in air quality and human mobility in the USA during the COVID-19 pandemic
Archer, C. L., Cervone, G., Golbazi, M., Al Fahel, N. & Hultquist, C., Dec 2020, In: Bulletin of Atmospheric Science and Technology. 1, 3-4, p. 491-514 24 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