Research output per year
Research output per year
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Dive into the research topics where WenWen Li 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
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Adapting Video Foundation Models for Spatiotemporal Wildfire Forecasting via Cross-Modal Progressive Fine-Tuning
Li, W., Hsu, C. Y. & Wang, S., 2026, In: IEEE Transactions on Geoscience and Remote Sensing. 64, 3000218.Research output: Contribution to journal › Article › peer-review
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A Spatially Masked Adaptive Gated Network for multimodal post-flood water extent mapping using SAR and incomplete multispectral data
Lee, H. & Li, W., Feb 2026, In: ISPRS Journal of Photogrammetry and Remote Sensing. 232, p. 492-508 17 p.Research output: Contribution to journal › Article › peer-review
Open Access4 Link opens in a new tab Scopus citations -
CartoSR: An attention-enhanced deep GANs for single map super resolution reconstruction
Zhou, X., Li, H., Shao, Z., Li, W. & Yan, Z., Feb 2026, In: International Journal of Applied Earth Observation and Geoinformation. 146, 105106.Research output: Contribution to journal › Article › peer-review
Open Access -
CyberGeoAI For Intelligent Spatial Decision Support
Zhang, Z., Huang, X., Ye, X., Yuan, M., Jain, D., Li, W., Gao, S., Shekhar, S., He, Z., Liu, H., Cheng, T. & Wang, S., Aug 2026, In: Transactions in GIS. 30, 5, e70362.Research output: Contribution to journal › Review article › peer-review
Open Access1 Link opens in a new tab Scopus citations -
Evaluating the Alignment Between GeoAI Explanations and Domain Knowledge in Satellite-Based Flood Mapping
Lee, H. & Li, W., 2026, In: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 19, p. 27530-27546 17 p.Research output: Contribution to journal › Article › peer-review
Open Access
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Tracking Arctic permafrost thaw with geoAI to inform climate action
Li, W. (PI)
9/1/23 → 12/31/26
Project: Research project
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POSE: Phase II: CONNECT: Consortium of Open-source plaNNing models for Next-generation Equitable and efficient Communities and Transportation
Yang, Y. (CoI), Li, W. (CoI), Zhou, X. (PI) & Shrivastava, A. (CoI)
National Science Foundation (NSF)
8/15/23 → 7/31/25
Project: Research project
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PIPP Phase I: Computational foundations for bio-social modeling of unseen pandemics
Pedrielli, G. (CoI), Lim, E. (CoI), Lant, T. (CoI), Johnston, E. (CoI), Dasarathy, G. (CoI), Trieu, N. (CoI), Rivera, D. (CoI), Turaga, P. (PI), Li, W. (CoI), Halden, R. (CoI), Woodbury, N. (CoI), Solis, P. (CoI), Simeone, M. (CoI), Berisha, V. (CoI), Buman, M. (CoI), Sankar, L. (CoI) & Kelbauskas, L. (CoI)
National Science Foundation (NSF)
9/15/22 → 12/31/24
Project: Research project
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OGC Testbed 18: Enhancing OGC Standards in Moving Feature Access Specifications and Reproducible Science
Li, W. (PI)
5/3/22 → 8/31/24
Project: Research project
Datasets
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GeoNatShapes: a natural feature reference dataset for mapping and AI training
Li, W. (Creator) & Wang, S. (Creator), U.S. Geological Survey, 2020
DOI: 10.5066/p9x5bn1l, https://www.sciencebase.gov/catalog/item/5ec6aad082ce476925eddbc6
Dataset
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PolarHub: A service-oriented cyberinfrastructure portal to support sustained polar sciences
Li, W. (Creator), UC Santa Barbara, 2017
DOI: 10.18739/a2k649t2g, https://arcticdata.io/catalog/view/doi:10.18739/A2K649T2G
Dataset