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Dive into the research topics where Yingjie Hu is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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Natural disasters and spatial disparities in community resilience: disrupted human mobility, help requests, and voluntary support
Hu, Y. (PI), Clark, S. (CoI), Joseph, K. (CoI) & Muldoon, R. (CoI)
09/1/24 → 08/31/27
Project: Research
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ATD: Multiscale Anomaly Detection in Spatio-Temporal Multilayer Networks Encoding Human Mobility
Hu, Y. (PI)
11/15/23 → 07/31/27
Project: Research
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Near Real-time Forecasting and Change Detection for a Fire Prone Shrubland Ecosystem
Wilson, A. (PI) & Hu, Y. (CoI)
09/15/21 → 09/14/26
Project: Research
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Geospatial Artificial Intelligence Approaches for Understanding Location Descriptions in Natural Disasters and Their Spatial Biases
Hu, Y. (PI) & Joseph, K. (CoI)
09/1/21 → 08/31/26
Project: Research
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Assessment of deep learning models integrated with weather and environmental variables for wildfire spread prediction and a case study of the 2023 Maui fires
Kim, J., Hu, Y., Elhami-Khorasani, N., Sun, K. & Zhou, R. Z., Jan 2026, In: Natural Hazards. 122, 1, 10.Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
Explainable GeoAI and statistical analysis reveal complementary insights about disparities of 311 help requests during the 2022 Buffalo blizzard
Zhou, R. Z., Hu, Y., Sun, K., Muldoon, R., Clark, S. & Joseph, K., Aug 2025, In: International Journal of Disaster Risk Reduction. 126, 105635.Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
GALLOC: a GeoAnnotator for Labeling LOCation descriptions from disaster-related text messages
Sun, K., Hu, Y., Joseph, K. & Zhou, R. Z., 2025, In: International Journal of Geographical Information Science. 39, 8, p. 1623-1653 31 p.Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
Preface
Hu, X., Purves, R., Moncla, L., Kersten, J., Kruspe, A., Ballatore, A., Brando, C., Cheng, T., Gui, Z., Hu, Y., Hung, W., Jones, C., Leidner, J., Li, H., Martins, B., McDonough, K., Mocnik, F. B., Pernici, B., Rodriguez, R. L. & De Sabbata, S. & 5 others, , 2025, In: CEUR Workshop Proceedings. 3969Research output: Contribution to journal › Editorial
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A five-year milestone: reflections on advances and limitations in GeoAI research
Hu, Y., Goodchild, M., Zhu, A. X., Yuan, M., Aydin, O., Bhaduri, B., Gao, S., Li, W., Lunga, D. & Newsam, S., 2024, In: Annals of GIS. 30, 1, p. 1-14 14 p.Research output: Contribution to journal › Review article › peer-review
Open Access36 Scopus citations