Wenwen Li

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 76

Top Topics

Artificial Intelligence

Feature Detection

Top Venues

Int. J. Geogr. Inf. Sci.

Comput. Environ. Urban Syst.

ISPRS Int. J. Geo Inf.

Publications

Wenwen Li, Hu Shao, Sizhe Wang, Xiran Zhou, Sheng Wu
A2CI: A Cloud-based, Service-oriented Geospatial Cyberinfrastructure to Support Atmospheric Research. CoRR (2024)
Timothy L. Nyerges, John A. Gallo, Keith M. Reynolds, Steven D. Prager, Philip J. Murphy, Wenwen Li
Framing VRRSability Relationships among Vulnerability, Risk, Resilience, and Sustainability for Improving Geo-Information Evaluations within Geodesign Decision Support. ISPRS Int. J. Geo Inf. 13 (3) (2024)
Hyunho Lee, Wenwen Li
Improving Interpretability of Deep Active Learning for Flood Inundation Mapping Through Class Ambiguity Indices Using Multi-spectral Satellite Imagery. CoRR (2024)
Wenwen Li, Chia-Yu Hsu, Sizhe Wang, Yezhou Yang, Hyunho Lee, Anna Liljedahl, Chandi Witharana, Yili Yang, Brendan M. Rogers, Samantha T. Arundel, Matthew B. Jones, Kenton McHenry, Patricia Solís
Segment Anything Model Can Not Segment Anything: Assessing AI Foundation Model's Generalizability in Permafrost Mapping. Remote. Sens. 16 (5) (2024)
Yingjie Hu, Michael F. Goodchild, A-Xing Zhu, May Yuan, Orhun Aydin, Budhendra Bhaduri, Song Gao, Wenwen Li, Dalton D. Lunga, Shawn D. Newsam
A five-year milestone: reflections on advances and limitations in GeoAI research. Ann. GIS 30 (1) (2024)
Wenwen Li, Chia-Yu Hsu, Sizhe Wang, Yezhou Yang, Hyunho Lee, Anna Liljedahl, Chandi Witharana, Yili Yang, Brendan M. Rogers, Samantha T. Arundel, Matthew B. Jones, Kenton McHenry, Patricia Solís
Segment Anything Model Can Not Segment Anything: Assessing AI Foundation Model's Generalizability in Permafrost Mapping. CoRR (2024)
Wenwen Li, Chia-Yu Hsu, Sizhe Wang, Peter Kedron
GeoAI Reproducibility and Replicability: a computational and spatial perspective. CoRR (2024)
Kai Cao, Chenghu Zhou, Richard L. Church, Xia Li, Wenwen Li
Revisiting spatial optimization in the era of geospatial big data and GeoAI. Int. J. Appl. Earth Obs. Geoinformation 129 (2024)
Michael F. Goodchild, Dylan Connor, A. Stewart Fotheringham, Amy E. Frazier, Peter Kedron, Wenwen Li, Daoqin Tong
Digital twins in urban informatics. Urban Inform. 3 (1) (2024)
Sizhe Wang, Wenwen Li, Zhining Gu
GeoGraphViz: Geographically Constrained 3D Force-Directed Graph for Knowledge Graph Visualization. CoRR (2023)
Chia-Yu Hsu, Wenwen Li
Explainable GeoAI: can saliency maps help interpret artificial intelligence's learning process? An empirical study on natural feature detection. Int. J. Geogr. Inf. Sci. 37 (5) (2023)
Chia-Yu Hsu, Wenwen Li
Explainable GeoAI: Can saliency maps help interpret artificial intelligence's learning process? An empirical study on natural feature detection. CoRR (2023)
Wenwen Li, Chia-Yu Hsu, Sizhe Wang, Chandi Witharana, Anna Liljedahl
Real-time GeoAI for High-resolution Mapping and Segmentation of Arctic Permafrost Features. CoRR (2023)
Wenwen Li, Hyunho Lee, Sizhe Wang, Chia-Yu Hsu, Samantha T. Arundel
Assessment of a new GeoAI foundation model for flood inundation mapping. GeoAI@SIGSPATIAL (2023)
Song Gao, Yingjie Hu, Wenwen Li, Lei Zou
Special issue on geospatial artificial intelligence. GeoInformatica 27 (2) (2023)
Sizhe Wang, Wenwen Li, Zhining Gu
GeoGraphViz: Geographically constrained 3D force-directed graph for knowledge graph visualization. Trans. GIS 27 (4) (2023)
Samantha T. Arundel, Wenwen Li, Bryan B. Campbell
Reimagining standardization and geospatial interoperability in today's GeoAI culture. GeoAI@SIGSPATIAL (2023)
Wenwen Li, Hyunho Lee, Sizhe Wang, Chia-Yu Hsu, Samantha T. Arundel
Assessment of IBM and NASA's geospatial foundation model in flood inundation mapping. CoRR (2023)
Wenwen Li, Sizhe Wang, Samantha T. Arundel, Chia-Yu Hsu
GeoImageNet: a multi-source natural feature benchmark dataset for GeoAI and supervised machine learning. GeoInformatica 27 (3) (2023)
Yuanyuan Tian, Wenwen Li, Sizhe Wang, Zhining Gu
Semantic Similarity Measure of Natural Language Text through Machine Learning and a Keyword-Aware Cross-Encoder-Ranking Summarizer - A Case Study Using UCGIS GIS&T Body of Knowledge. CoRR (2023)
Wenwen Li, Sizhe Wang, Samantha T. Arundel, Chia-Yu Hsu
Correction to: GeoImageNet: a multi-source natural feature benchmark dataset for GeoAI and supervised machine learning. GeoInformatica 27 (3) (2023)
Wenwen Li, Sizhe Wang, Xiao Chen, Yuanyuan Tian, Zhining Gu, Anna Lopez-Carr, Andrew Schroeder, Kitty Currier, Mark Schildhauer, Rui Zhu
GeoGraphVis: A Knowledge Graph and Geovisualization Empowered Cyberinfrastructure to Support Disaster Response and Humanitarian Aid. ISPRS Int. J. Geo Inf. 12 (3) (2023)
Yuanyuan Tian, Wenwen Li, Sizhe Wang, Zhining Gu
Semantic similarity measure of natural language text through machine learning and a keyword-aware cross-encoder-ranking summarizer - A case study using UCGIS GIS&T body of knowledge. Trans. GIS 27 (4) (2023)
Yuanyuan Tian, Wenwen Li
GeoAI for Knowledge Graph Construction: Identifying Causality Between Cascading Events to Support Environmental Resilience Research. CoRR (2022)
Zilong Liu, Zhining Gu, Thomas Thelen, Seila Gonzalez Estrecha, Rui Zhu, Colby K. Fisher, Anthony D'Onofrio, Cogan Shimizu, Krzysztof Janowicz, Mark Schildhauer, Shirly Stephen, Dean Rehberger, Wenwen Li, Pascal Hitzler
Knowledge explorer: exploring the 12-billion-statement KnowWhereGraph using faceted search (demo paper). SIGSPATIAL/GIS (2022)
Michael F. Goodchild, Wenwen Li, Daoqin Tong
Introduction to the special issue on scale and spatial analytics. J. Geogr. Syst. 24 (3) (2022)
Wenwen Li, Chia-Yu Hsu, Sizhe Wang, Chandi Witharana, Anna Liljedahl
Real-time GeoAI for high-resolution mapping and segmentation of arctic permafrost features: the case of ice-wedge polygons. GeoAI@SIGSPATIAL (2022)
Wenwen Li, Chia-Yu Hsu
GeoAI for Large-Scale Image Analysis and Machine Vision: Recent Progress of Artificial Intelligence in Geography. ISPRS Int. J. Geo Inf. 11 (7) (2022)
Krzysztof Janowicz, Pascal Hitzler, Wenwen Li, Dean Rehberger, Mark Schildhauer, Rui Zhu, Cogan Shimizu, Colby K. Fisher, Ling Cai, Gengchen Mai, Joseph Zalewski, Lu Zhou, Shirly Stephen, Seila Gonzalez Estrecha, Bryce D. Mecum, Anna Lopez-Carr, Andrew Schroeder, Dave Smith, Dawn J. Wright, Sizhe Wang, Yuanyuan Tian, Zilong Liu, Meilin Shi, Anthony D'Onofrio, Zhining Gu, Kitty Currier
Know, Know Where, Knowwheregraph: A Densely Connected, Cross-Domain Knowledge Graph and Geo-Enrichment Service Stack for Applications in Environmental Intelligence. AI Mag. 43 (1) (2022)
Wenwen Li, Sizhe Wang, Sheng Wu, Zhining Gu, Yuanyuan Tian
Performance benchmark on semantic web repositories for spatially explicit knowledge graph applications. Comput. Environ. Urban Syst. 98 (2022)
Shirly Stephen, Wenwen Li, Torsten Hahmann
Geo-Situation for Modeling Causality of Geo-Events in Knowledge Graphs. CoRR (2022)
Sizhe Wang, Wenwen Li
GeoAI in terrain analysis: Enabling multi-source deep learning and data fusion for natural feature detection. Comput. Environ. Urban Syst. 90 (2021)
Miaomiao Song, Shixuan Liu, Wenqing Li, Shizhe Chen, Wenwen Li, Keke Zhang, Dingfeng Yu, Lin Liu, Xiaoyan Wang
A Continuous Space Location Model and a Particle Swarm Optimization-Based Heuristic Algorithm for Maximizing the Allocation of Ocean-Moored Buoys. IEEE Access 9 (2021)
Chia-Yu Hsu, Wenwen Li, Sizhe Wang
Knowledge-Driven GeoAI: Integrating Spatial Knowledge into Multi-Scale Deep Learning for Mars Crater Detection. Remote. Sens. 13 (11) (2021)
Peter Kedron, Wenwen Li, A. Stewart Fotheringham, Michael F. Goodchild
Reproducibility and replicability: opportunities and challenges for geospatial research. Int. J. Geogr. Inf. Sci. 35 (3) (2021)
Xiang Gao, Shanjun Liu, Lixin Wu, Wenwen Li, Jianwei Huang, Wenfei Mao
The Anisotropy and Polarization of Stress-Induced Microwave Radiation Changes in Granite and Their Significance for Seismic Remote Sensing. IEEE Trans. Geosci. Remote. Sens. 59 (9) (2021)
Chia-Yu Hsu, Wenwen Li
Learning from Counting: Leveraging Temporal Classification for Weakly Supervised Object Localization and Detection. CoRR (2021)
Xiang Gao, Shanjun Liu, Lixin Wu, Wenfei Mao, Wenwen Li, Jianwei Huang
The Variation in Microwave Brightness Temperature of Granite Pressed Under Weak Background Radiation. IEEE Trans. Geosci. Remote. Sens. 59 (2) (2021)
Samantha T. Arundel, Wenwen Li, Sizhe Wang
GeoNat v1.0: A dataset for natural feature mapping with artificial intelligence and supervised learning. Trans. GIS 24 (3) (2020)
Qingren Jia, Wenwen Li, Defu Che
A Triangulated Irregular Network Constrained Ordinary Kriging Method for Three-Dimensional Modeling of Faulted Geological Surfaces. IEEE Access 8 (2020)
Zhenhong Du, Xiaoyi Zhang, Wenwen Li, Feng Zhang, Renyi Liu
A multi-modal transportation data-driven approach to identify urban functional zones: An exploration based on Hangzhou City, China. Trans. GIS 24 (1) (2020)
Manzhu Yu, Myra Bambacus, Guido Cervone, Keith C. Clarke, Daniel Q. Duffy, Qunying Huang, Jing Li, Wenwen Li, Zhenlong Li, Qian Liu, Bernd Resch, Jingchao Yang, Chaowei Yang
Spatiotemporal event detection: a review. Int. J. Digit. Earth 13 (12) (2020)
Wenwen Li, Michael Batty, Michael F. Goodchild
Real-time GIS for smart cities. Int. J. Geogr. Inf. Sci. 34 (2) (2020)
Chia-Yu Hsu, Wenwen Li
Learning from Counting: Leveraging Temporal Classification for Weakly Supervised Object Localization and Detection. BMVC (2020)
Wenwen Li, Shaohua Wang, Xiaoyi Zhang, Qingren Jia, Yuanyuan Tian
Understanding intra-urban human mobility through an exploratory spatiotemporal analysis of bike-sharing trajectories. Int. J. Geogr. Inf. Sci. 34 (12) (2020)
Wenwen Li, Chia-Yu Hsu
Automated terrain feature identification from remote sensing imagery: a deep learning approach. Int. J. Geogr. Inf. Sci. 34 (4) (2020)
Zelong Yang, Zhipeng Gui, Huayi Wu, Wenwen Li
A Latent Feature-Based Multimodality Fusion Method for Theme Classification on Web Map Service. IEEE Access 8 (2020)
Yingjie Hu, Song Gao, Dalton D. Lunga, Wenwen Li, Shawn D. Newsam, Budhendra Bhaduri
GeoAI at ACM SIGSPATIAL: progress, challenges, and future directions. ACM SIGSPATIAL Special 11 (2) (2019)
Zelong Yang, Wenwen Li, Qi Chen, Sheng Wu, Shanjun Liu, Jianya Gong
A scalable cyberinfrastructure and cloud computing platform for forest aboveground biomass estimation based on the Google Earth Engine. Int. J. Digit. Earth 12 (9) (2019)
Qingren Jia, Defu Che, Wenwen Li
Effective coal seam surface modeling with an improved anisotropy-based, multiscale interpolation method. Comput. Geosci. 124 (2019)
Ziqi Li, A. Stewart Fotheringham, Wenwen Li, Taylor Oshan
Fast Geographically Weighted Regression (FastGWR): a scalable algorithm to investigate spatial process heterogeneity in millions of observations. Int. J. Geogr. Inf. Sci. 33 (1) (2019)
Xiran Zhou, Wenwen Li, Samantha T. Arundel
A spatio-contextual probabilistic model for extracting linear features in hilly terrains from high-resolution DEM data. Int. J. Geogr. Inf. Sci. 33 (4) (2019)
Hu Shao, Wenwen Li
A comprehensive optimization strategy for real-time spatial feature sharing and visual analytics in cyberinfrastructure. Int. J. Digit. Earth 12 (3) (2019)
Yingjie Hu, Wenwen Li, Dawn Wright, Orhun Aydin, Daniel Wilson, Omar Maher, Mansour Raad
Artificial Intelligence Approaches. CoRR (2019)
Sizhe Wang, Wenwen Li
Capturing the dance of the earth: PolarGlobe: Real-time scientific visualization of vector field data to support climate science. Comput. Environ. Urban Syst. 77 (2019)
Feng Wang, Wenwen Li, Sizhe Wang, Chris R. Johnson
Association Rules-Based Multivariate Analysis and Visualization of Spatiotemporal Climate Data. ISPRS Int. J. Geo Inf. 7 (7) (2018)
Xiran Zhou, Wenwen Li, Samantha T. Arundel, Jun Liu
Deep Convolutional Neural Networks for Map-Type Classification. CoRR (2018)
Samantha T. Arundel, Wenwen Li, Xiran Zhou
The effect of resolution on terrain feature extraction. PeerJ Prepr. 6 (2018)
Xiaoyi Zhang, Wenwen Li, Feng Zhang, Renyi Liu, Zhenhong Du
Identifying Urban Functional Zones Using Public Bicycle Rental Records and Point-of-Interest Data. ISPRS Int. J. Geo Inf. 7 (12) (2018)
N. Nima Haghighi, Xiaoyue Cathy Liu, Ran Wei, Wenwen Li, Hu Shao
Using Twitter data for transit performance assessment: a framework for evaluating transit riders' opinions about quality of service. Public Transp. 10 (2) (2018)
Sizhe Wang, Wenwen Li, Feng Wang
Web-Scale Multidimensional Visualization of Big Spatial Data to Support Earth Sciences - A Case Study with Visualizing Climate Simulation Data. Informatics 4 (3) (2017)
Chao Fan, Soe W. Myint, Sergio J. Rey, Wenwen Li
Time series evaluation of landscape dynamics using annual Landsat imagery and spatial statistical modeling: Evidence from the Phoenix metropolitan region. Int. J. Appl. Earth Obs. Geoinformation 58 (2017)
Yingjie Hu, Wenwen Li
Spatial Data Infrastructures. CoRR (2017)
Xiran Zhou, Wenwen Li
A Geographic Object-Based Approach for Land Classification Using LiDAR Elevation and Intensity. IEEE Geosci. Remote. Sens. Lett. 14 (5) (2017)
Wenwen Li, Sizhe Wang
PolarGlobe: A web-wide virtual globe system for visualizing multidimensional, time-varying, big climate data. Int. J. Geogr. Inf. Sci. 31 (8) (2017)
Song Gao, Linna Li, Wenwen Li, Krzysztof Janowicz, Yue Zhang
Constructing gazetteers from volunteered Big Geo-Data based on Hadoop. Comput. Environ. Urban Syst. 61 (2017)
Hu Shao, Yi Zhang, Wenwen Li
Extraction and analysis of city's tourism districts based on social media data. Comput. Environ. Urban Syst. 65 (2017)
Wenwen Li, Bin Zhou, Chia-Yu Hsu, Yixing Li, Fengbo Ren
Recognizing terrain features on terrestrial surface using a deep learning model: an example with crater detection. GeoAI@SIGSPATIAL (2017)
Miaomiao Song, Wenwen Li, Wenqing Li, Enxiao Liu, Dingfeng Yu
A Hybrid Parallel Computing Model to Support Scalable Processing of Big Oceanographic Spatial Data. GRMSE (2) (2016)
Richard L. Church, Wenwen Li
Estimating spatial efficiency using cyber search, GIS, and spatial optimization: a case study of fire service deployment in Los Angeles County. Int. J. Geogr. Inf. Sci. 30 (3) (2016)
Wenwen Li, Sheng Wu, Miaomiao Song, Xiran Zhou
A scalable cyberinfrastructure solution to support big data management and multivariate visualization of time-series sensor observation data. Earth Sci. Informatics 9 (4) (2016)
Wenwen Li, Kai Cao, Richard L. Church
Cyberinfrastructure, GIS, and spatial optimization: opportunities and challenges. Int. J. Geogr. Inf. Sci. 30 (3) (2016)
Wenwen Li, Xiran Zhou, Sheng Wu
An Integrated Software Framework to Support Semantic Modeling and Reasoning of Spatiotemporal Change of Geographical Objects: A Use Case of Land Use and Land Cover Change Study. ISPRS Int. J. Geo Inf. 5 (10) (2016)
Wenwen Li, Michael F. Goodchild
An optimization technique for addressing DEM misregistration in hilly terrain. Ann. GIS 22 (1) (2016)
Miaomiao Song, Wenwen Li, Bin Zhou, Ting Lei
Spatiotemporal data representation and its effect on the performance of spatial analysis in a cyberinfrastructure environment - A case study with raster zonal analysis. Comput. Geosci. 87 (2016)
Wenwen Li, Sizhe Wang, Vidit Bhatia
PolarHub: A large-scale web crawling engine for OGC service discovery in cyberinfrastructure. Comput. Environ. Urban Syst. 59 (2016)
Yingjie Hu, Song Gao, Krzysztof Janowicz, Bailang Yu, Wenwen Li, Sathya Prasad
Extracting and understanding urban areas of interest using geotagged photos. Comput. Environ. Urban Syst. 54 (2015)
Wenwen Li, Miaomiao Song, Bin Zhou, Kai Cao, Song Gao
Performance improvement techniques for geospatial web services in a cyberinfrastructure environment - A case study with a disaster management portal. Comput. Environ. Urban Syst. 54 (2015)
Sergio J. Rey, Luc Anselin, Xun Li, Robert Pahle, Jason Laura, Wenwen Li, Julia Koschinsky
Open Geospatial Analytics with PySAL. ISPRS Int. J. Geo Inf. 4 (2) (2015)
Jason Laura, Wenwen Li, Sergio J. Rey, Luc Anselin
-compact-regions problem. Int. J. Geogr. Inf. Sci. 29 (4) (2015)
Wenwen Li, Vidit Bhatia, Kai Cao
Intelligent polar cyberinfrastructure: enabling semantic search in geospatial metadata catalogue to support polar data discovery. Earth Sci. Informatics 8 (1) (2015)
Wenwen Li, Michael F. Goodchild, Robert Raskin
Towards geospatial semantic search: exploiting latent semantic relations in geospatial data. Int. J. Digit. Earth 7 (1) (2014)
Xun Li, Wenwen Li, Luc Anselin, Sergio J. Rey, Julia Koschinsky
A MapReduce algorithm to create contiguity weights for spatial analysis of big data. BigSpatial@SIGSPATIAL (2014)
Luc Anselin, Sergio J. Rey, Wenwen Li
Metadata and provenance for spatial analysis: the case of spatial weights. Int. J. Geogr. Inf. Sci. 28 (11) (2014)
Wenwen Li, Richard L. Church, Michael F. Goodchild
An extendable heuristic framework to solve the p-compact-regions problem for urban economic modeling. Comput. Environ. Urban Syst. 43 (2014)
Kai Cao, Bo Huang, Manchun Li, Wenwen Li
Calibrating a cellular automata model for understanding rural-urban land conversion: a Pareto front-based multi-objective optimization approach. Int. J. Geogr. Inf. Sci. 28 (5) (2014)
Wenwen Li, Linna Li, Michael F. Goodchild, Luc Anselin
A Geospatial Cyberinfrastructure for Urban Economic Analysis and Spatial Decision-Making. ISPRS Int. J. Geo Inf. 2 (2) (2013)
Wenwen Li, Michael F. Goodchild, Richard L. Church
An efficient measure of compactness for two-dimensional shapes and its application in regionalization problems. Int. J. Geogr. Inf. Sci. 27 (6) (2013)
Song Gao, Linna Li, Wenwen Li, Krzysztof Janowicz, Yue Zhang
Constructing Gazetteers from Volunteered Geographic Information Based on Hadoop. CoRR (2013)
Wenwen Li, Robert Raskin, Michael F. Goodchild
Semantic similarity measurement based on knowledge mining: an artificial neural net approach. Int. J. Geogr. Inf. Sci. 26 (8) (2012)
Wenwen Li, Michael F. Goodchild, Richard L. Church, Bin Zhou
Geospatial Data Mining on the Web: Discovering Locations of Emergency Service Facilities. ADMA (2012)