Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 2 Zero Hunger -
SDG 3 Good Health and Well-being -
SDG 7 Affordable and Clean Energy -
SDG 11 Sustainable Cities and Communities -
SDG 13 Climate Action -
SDG 15 Life on Land
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Collaborations and top research areas from the last five years
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Fusing Social Media and Aerial Radiological Measurements of Study CBRNE Emergencies
Cervone, G. (PI)
6/1/16 → …
Project: Research project
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Quantifying the Uncertainty of Social Media During CBRNE Emergencies
Cervone, G. (PI)
7/24/15 → …
Project: Research project
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Using Social Networks and Commercial Remote Sensing to Assess Impacts of Natural Events on Transportation Infrastructure
Cervone, G. (PI) & Waters, N. N. (CoPI)
U.S. Department of Transportation
8/15/12 → …
Project: Research project
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EarthCube Building Blocks: Collaborative Proposal: The Power of Many: Ensemble Toolkit for Earth Sciences
Cervone, G. (PI) & Mann, M. (CoPI)
9/1/16 → 8/31/20
Project: Research project
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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
Fordjour, G. K., Nur, F., Kalyanapu, A. J. & Cervone, G., Feb 2025, In: Modeling Earth Systems and Environment. 11, 1, 14.Research output: Contribution to journal › Article › peer-review
2 Link opens in a new tab Scopus citations -
GIScience in the era of Artificial Intelligence: a research agenda towards Autonomous GIS
Li, Z., Ning, H., Gao, S., Janowicz, K., Li, W., Arundel, S. T., Yang, C., Bhaduri, B., Wang, S., Zhu, A. X., Gahegan, M., Shekhar, S., Ye, X., McKenzie, G., Cervone, G. & Hodgson, M. E., 2025, In: Annals of GIS. 31, 4, p. 501-536 36 p.Research output: Contribution to journal › Article › peer-review
Open Access7 Link opens in a new tab Scopus citations -
Quantifying Emissivity Uncertainty in Multi-Angle Long-Wave Infrared Hyperspectral Data
Golosov, N., Cervone, G. & Salvador, M., Aug 2025, In: Remote Sensing. 17, 16, 2823.Research output: Contribution to journal › Article › peer-review
Open Access -
Arctic accessibility: recent trend in observed ship tracks and validation of arctic transport accessibility model
Hu, W., Cervone, G., Trusel, L. & Yu, M., 2024, In: Annals of GIS. 30, 4, p. 455-474 20 p.Research output: Contribution to journal › Article › peer-review
Open Access3 Link opens in a new tab Scopus citations -
Comparative Analysis between Multi-Scale Observation Product (MOP) with Flood2D-GPU Model and FEMA Products: A 2017 Hurricane Harvey Case Study
Sava, E., Cervone, G. & Kalyanapu, A., 2024, IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium, Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 364-367 4 p. (International Geoscience and Remote Sensing Symposium (IGARSS)).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution