Know, Know Where, KnowWhereGraph: A densely connected, cross-domain knowledge graph and geo-enrichment service stack for applications in environmental intelligence K Janowicz, P Hitzler, W Li, D Rehberger, M Schildhauer, R Zhu, ... AI Magazine 43 (1), 30-39, 2022 | 113 | 2022 |
Knowledge-driven GeoAI: Integrating spatial knowledge into multi-scale deep learning for Mars Crater detection CY Hsu, W Li, S Wang Remote Sensing 13 (11), 2116, 2021 | 47 | 2021 |
PolarGlobe: A web-wide virtual globe system for visualizing multidimensional, time-varying, big climate data W Li, S Wang International Journal of Geographical Information Science 31 (8), 1562-1582, 2017 | 47 | 2017 |
GeoAI in terrain analysis: Enabling multi-source deep learning and data fusion for natural feature detection S Wang, W Li Computers, Environment and Urban Systems 90, 101715, 2021 | 46 | 2021 |
PolarHub: A large-scale web crawling engine for OGC service discovery in cyberinfrastructure W Li, S Wang, V Bhatia Computers, Environment and Urban Systems 59, 195-207, 2016 | 34 | 2016 |
Geographvis: a knowledge graph and geovisualization empowered cyberinfrastructure to support disaster response and humanitarian aid W Li, S Wang, X Chen, Y Tian, Z Gu, A Lopez-Carr, A Schroeder, ... ISPRS International Journal of Geo-Information 12 (3), 112, 2023 | 32 | 2023 |
Performance benchmark on semantic web repositories for spatially explicit knowledge graph applications W Li, S Wang, S Wu, Z Gu, Y Tian Computers, environment and urban systems 98, 101884, 2022 | 31 | 2022 |
GeoNat v1. 0: A dataset for natural feature mapping with artificial intelligence and supervised learning ST Arundel, W Li, S Wang Transactions in GIS 24 (3), 556-572, 2020 | 26 | 2020 |
Web-scale multidimensional visualization of big spatial data to support earth sciences—A case study with visualizing climate simulation data S Wang, W Li, F Wang Informatics 4 (3), 17, 2017 | 26 | 2017 |
GeoImageNet: a multi-source natural feature benchmark dataset for GeoAI and supervised machine learning W Li, S Wang, ST Arundel, CY Hsu GeoInformatica 27 (3), 619-640, 2023 | 23 | 2023 |
Polar Cyclone Identification from 4D Climate Data in a Knowledge-Driven Visualization System F Wang, W Li, S Wang Climate 4 (3), 43, 2016 | 20 | 2016 |
Assessment of a new GeoAI foundation model for flood inundation mapping W Li, H Lee, S Wang, CY Hsu, ST Arundel Proceedings of the 6th ACM SIGSPATIAL International Workshop on AI for …, 2023 | 16 | 2023 |
Capturing the dance of the earth: PolarGlobe: Real-time scientific visualization of vector field data to support climate science S Wang, W Li Computers, Environment and Urban Systems 77, 101352, 2019 | 16 | 2019 |
Association rules-based multivariate analysis and visualization of spatiotemporal climate data F Wang, W Li, S Wang, CR Johnson ISPRS International Journal of Geo-Information 7 (7), 266, 2018 | 15 | 2018 |
Segment anything model can not segment anything: Assessing ai foundation model’s generalizability in permafrost mapping W Li, CY Hsu, S Wang, Y Yang, H Lee, A Liljedahl, C Witharana, Y Yang, ... Remote Sensing 16 (5), 797, 2024 | 12 | 2024 |
A2CI: A cloud-based, service-oriented geospatial cyberinfrastructure to support atmospheric research W Li, H Shao, S Wang, X Zhou, S Wu Cloud computing in ocean and atmospheric sciences, 137-161, 2016 | 11 | 2016 |
Geospatial foundation models for image analysis: Evaluating and enhancing NASA-IBM Prithvi’s domain adaptability CY Hsu, W Li, S Wang International Journal of Geographical Information Science, 1-30, 2024 | 8 | 2024 |
Real-time GeoAI for high-resolution mapping and segmentation of arctic permafrost features: the case of ice-wedge polygons W Li, CY Hsu, S Wang, C Witharana, A Liljedahl Proceedings of the 5th ACM SIGSPATIAL International Workshop on AI for …, 2022 | 8 | 2022 |
GeoAI Reproducibility and Replicability: a computational and spatial perspective W Li, CY Hsu, S Wang, P Kedron Annals of the American Association of Geographers 114 (9), 2085-2103, 2024 | 5 | 2024 |
GeoGraphViz: Geographically constrained 3D force‐directed graph for knowledge graph visualization S Wang, W Li, Z Gu Transactions in GIS 27 (4), 931-948, 2023 | 4 | 2023 |