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Wenwen Li 0002
Person information
- affiliation: Arizona State University, School of Geographical Sciences and Urban Planning, Tempe, AZ, USA
- affiliation (former): University of California, Santa Barbara, Department of Geography, Center for Spatial Studies, CA, USA
Other persons with the same name
- Wenwen Li — disambiguation page
- Wenwen Li 0001 — George Mason University, College of Science, Joint Center for Intelligent Spatial Computing, and Earth System and GeoInformation Sciences, Fairfax, VA, USA
- Wenwen Li 0003
— University of Nottingham, School of Computer Science, UK
- Wenwen Li 0004
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2020 – today
- 2024
- [j68]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: 103832 (2024) - [j67]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): 1-14 (2024) - [j66]Timothy L. Nyerges, John A. Gallo
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): 67 (2024) - [j65]Wenwen Li
Segment Anything Model Can Not Segment Anything: Assessing AI Foundation Model's Generalizability in Permafrost Mapping. Remote. Sens. 16(5): 797 (2024) - [j64]Michael F. Goodchild
Digital twins in urban informatics. Urban Inform. 3(1): 16 (2024) - [c11]Lei Hu
Geometric Feature Enhanced Knowledge Graph Embedding and Spatial Reasoning. GeoAI@SIGSPATIAL 2024: 50-53 - [c10]Sizhe Wang
Enhancing GeoAI and location encoding with spatial point pattern statistics: A Case Study of Terrain Feature Classification. GeoAI@SIGSPATIAL 2024: 75-78 - [e1]Hao Li, Abhishek Potnis, Wenwen Li, Dalton D. Lunga, Martin Werner, Andreas Züfle:
Proceedings of the 3rd ACM SIGSPATIAL International Workshop on Searching and Mining Large Collections of Geospatial Data, GeoSearch 2024, Atlanta, GA, USA, 29 October 2024 - 1 November 2024. ACM 2024, ISBN 979-8-4007-1148-0 [contents] - [i19]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 abs/2401.08787 (2024) - [i18]Wenwen Li, Hu Shao, Sizhe Wang, Xiran Zhou, Sheng Wu:
A2CI: A Cloud-based, Service-oriented Geospatial Cyberinfrastructure to Support Atmospheric Research. CoRR abs/2403.14693 (2024) - [i17]Wenwen Li, Chia-Yu Hsu, Sizhe Wang, Peter Kedron:
GeoAI Reproducibility and Replicability: a computational and spatial perspective. CoRR abs/2404.10108 (2024) - [i16]Hyunho Lee, Wenwen Li:
Improving Interpretability of Deep Active Learning for Flood Inundation Mapping Through Class Ambiguity Indices Using Multi-spectral Satellite Imagery. CoRR abs/2404.19043 (2024) - [i15]Chia-Yu Hsu, Wenwen Li, Sizhe Wang:
Geospatial foundation models for image analysis: evaluating and enhancing NASA-IBM Prithvi's domain adaptability. CoRR abs/2409.00489 (2024) - [i14]Cogan Shimizu, Shirly Stephen, Adrita Barua, Ling Cai, Antrea Christou, Kitty Currier, Abhilekha Dalal, Colby K. Fisher, Pascal Hitzler, Krzysztof Janowicz, Wenwen Li, Zilong Liu, Mohammad Saeid Mahdavinejad, Gengchen Mai, Dean Rehberger, Mark Schildhauer, Meilin Shi, Sanaz Saki Norouzi, Yuanyuan Tian, Sizhe Wang, Zhangyu Wang, Joseph Zalewski, Lu Zhou, Rui Zhu:
The KnowWhereGraph Ontology. CoRR abs/2410.13948 (2024) - 2023
- [j63]Song Gao
Special issue on geospatial artificial intelligence. GeoInformatica 27(2): 133-136 (2023) - [j62]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): 619-640 (2023) - [j61]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): 643 (2023) - [j60]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): 963-987 (2023) - [j59]Wenwen Li, Sizhe Wang, Xiao Chen, Yuanyuan Tian
GeoGraphVis: A Knowledge Graph and Geovisualization Empowered Cyberinfrastructure to Support Disaster Response and Humanitarian Aid. ISPRS Int. J. Geo Inf. 12(3): 112 (2023) - [j58]Sizhe Wang, Wenwen Li
GeoGraphViz: Geographically constrained 3D force-directed graph for knowledge graph visualization. Trans. GIS 27(4): 931-948 (2023) - [j57]Yuanyuan Tian
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): 1068-1089 (2023) - [j56]Zhining Gu, Wenwen Li, William Michael Hanemann, Yushiou Tsai, Amber Wutich, Paul Westerhoff, Laura Landes, Anais D. Roque, Madeleine Zheng, Carmen A. Velasco, Sarah Porter:
Applying machine learning to understand water security and water access inequality in underserved colonia communities. Comput. Environ. Urban Syst. 102: 101969 (2023) - [c9]Samantha T. Arundel
Reimagining standardization and geospatial interoperability in today's GeoAI culture. GeoAI@SIGSPATIAL 2023: 83-84 - [c8]Wenwen Li
Assessment of a new GeoAI foundation model for flood inundation mapping. GeoAI@SIGSPATIAL 2023: 102-109 - [i13]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 abs/2303.09660 (2023) - [i12]Sizhe Wang, Wenwen Li, Zhining Gu:
GeoGraphViz: Geographically Constrained 3D Force-Directed Graph for Knowledge Graph Visualization. CoRR abs/2304.09864 (2023) - [i11]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 abs/2305.09877 (2023) - [i10]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 abs/2306.05341 (2023) - [i9]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 abs/2309.14500 (2023) - 2022
- [j55]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): 30-39 (2022) - [j54]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): 385 (2022) - [j53]Michael F. Goodchild
Introduction to the special issue on scale and spatial analytics. J. Geogr. Syst. 24(3): 285-289 (2022) - [j52]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: 101884 (2022) - [c7]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: 62-65 - [c6]Zilong Liu, Zhining Gu, Thomas Thelen, Seila Gonzalez Estrecha, Rui Zhu
Knowledge explorer: exploring the 12-billion-statement KnowWhereGraph using faceted search (demo paper). SIGSPATIAL/GIS 2022: 73:1-73:4 - [i8]Shirly Stephen, Wenwen Li, Torsten Hahmann
Geo-Situation for Modeling Causality of Geo-Events in Knowledge Graphs. CoRR abs/2206.13658 (2022) - [i7]Yuanyuan Tian
GeoAI for Knowledge Graph Construction: Identifying Causality Between Cascading Events to Support Environmental Resilience Research. CoRR abs/2211.06011 (2022) - 2021
- [j51]Miaomiao Song
A Continuous Space Location Model and a Particle Swarm Optimization-Based Heuristic Algorithm for Maximizing the Allocation of Ocean-Moored Buoys. IEEE Access 9: 32249-32262 (2021) - [j50]Peter Kedron
Reproducibility and replicability: opportunities and challenges for geospatial research. Int. J. Geogr. Inf. Sci. 35(3): 427-445 (2021) - [j49]Timothy L. Nyerges, John A. Gallo
Synthesizing Vulnerability, Risk, Resilience, and Sustainability into VRRSability for Improving Geoinformation Decision Support Evaluations. ISPRS Int. J. Geo Inf. 10(3): 179 (2021) - [j48]Chia-Yu Hsu
Knowledge-Driven GeoAI: Integrating Spatial Knowledge into Multi-Scale Deep Learning for Mars Crater Detection. Remote. Sens. 13(11): 2116 (2021) - [j47]Xiang Gao
The Variation in Microwave Brightness Temperature of Granite Pressed Under Weak Background Radiation. IEEE Trans. Geosci. Remote. Sens. 59(2): 1369-1381 (2021) - [j46]Xiang Gao
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): 7603-7617 (2021) - [j45]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: 101715 (2021) - [i6]Chia-Yu Hsu, Wenwen Li:
Learning from Counting: Leveraging Temporal Classification for Weakly Supervised Object Localization and Detection. CoRR abs/2103.04009 (2021) - 2020
- [j44]Zelong Yang
A Latent Feature-Based Multimodality Fusion Method for Theme Classification on Web Map Service. IEEE Access 8: 25299-25309 (2020) - [j43]Qingren Jia
A Triangulated Irregular Network Constrained Ordinary Kriging Method for Three-Dimensional Modeling of Faulted Geological Surfaces. IEEE Access 8: 85179-85189 (2020) - [j42]Manzhu Yu, Myra Bambacus, Guido Cervone, Keith C. Clarke
Spatiotemporal event detection: a review. Int. J. Digit. Earth 13(12): 1339-1365 (2020) - [j41]Wenwen Li
Real-time GIS for smart cities. Int. J. Geogr. Inf. Sci. 34(2): 311-324 (2020) - [j40]Wenwen Li
Automated terrain feature identification from remote sensing imagery: a deep learning approach. Int. J. Geogr. Inf. Sci. 34(4): 637-660 (2020) - [j39]Wenwen Li
Understanding intra-urban human mobility through an exploratory spatiotemporal analysis of bike-sharing trajectories. Int. J. Geogr. Inf. Sci. 34(12): 2451-2474 (2020) - [j38]Zhenhong Du
A multi-modal transportation data-driven approach to identify urban functional zones: An exploration based on Hangzhou City, China. Trans. GIS 24(1): 123-141 (2020) - [j37]Samantha T. Arundel
GeoNat v1.0: A dataset for natural feature mapping with artificial intelligence and supervised learning. Trans. GIS 24(3): 556-572 (2020) - [c5]Chia-Yu Hsu, Wenwen Li:
Learning from Counting: Leveraging Temporal Classification for Weakly Supervised Object Localization and Detection. BMVC 2020
2010 – 2019
- 2019
- [j36]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): 250-269 (2019) - [j35]Zelong Yang, Wenwen Li
A scalable cyberinfrastructure and cloud computing platform for forest aboveground biomass estimation based on the Google Earth Engine. Int. J. Digit. Earth 12(9): 995-1012 (2019) - [j34]Qingren Jia
Effective coal seam surface modeling with an improved anisotropy-based, multiscale interpolation method. Comput. Geosci. 124: 72-84 (2019) - [j33]Ziqi Li
Fast Geographically Weighted Regression (FastGWR): a scalable algorithm to investigate spatial process heterogeneity in millions of observations. Int. J. Geogr. Inf. Sci. 33(1): 155-175 (2019) - [j32]Xiran Zhou
A spatio-contextual probabilistic model for extracting linear features in hilly terrains from high-resolution DEM data. Int. J. Geogr. Inf. Sci. 33(4): 666-686 (2019) - [j31]Wenwen Li, Miaomiao Song, Yuanyuan Tian
An Ontology-driven Cyberinfrastructure for Intelligent Spatiotemporal Question Answering and Open Knowledge Discovery. ISPRS Int. J. Geo Inf. 8(11): 496 (2019) - [j30]Yingjie Hu
GeoAI at ACM SIGSPATIAL: progress, challenges, and future directions. ACM SIGSPATIAL Special 11(2): 5-15 (2019) - [j29]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) - [i5]Yingjie Hu, Wenwen Li, Dawn J. Wright, Orhun Aydin, Daniel Wilson, Omar Maher, Mansour Raad:
Artificial Intelligence Approaches. CoRR abs/1908.10345 (2019) - 2018
- [j28]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): 266 (2018) - [j27]Xiaoyi Zhang
Identifying Urban Functional Zones Using Public Bicycle Rental Records and Point-of-Interest Data. ISPRS Int. J. Geo Inf. 7(12): 459 (2018) - [j26]N. Nima Haghighi, Xiaoyue Cathy Liu
Using Twitter data for transit performance assessment: a framework for evaluating transit riders' opinions about quality of service. Public Transp. 10(2): 363-377 (2018) - [i4]Xiran Zhou, Wenwen Li, Samantha T. Arundel, Jun Liu:
Deep Convolutional Neural Networks for Map-Type Classification. CoRR abs/1805.10402 (2018) - [i3]Samantha T. Arundel, Wenwen Li, Xiran Zhou:
The effect of resolution on terrain feature extraction. PeerJ Prepr. 6: e27072 (2018) - 2017
- [j25]Chao Fan, Soe W. Myint
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: 12-25 (2017) - [j24]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): 1562-1582 (2017) - [j23]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): 17 (2017) - [j22]Xiran Zhou, Wenwen Li
A Geographic Object-Based Approach for Land Classification Using LiDAR Elevation and Intensity. IEEE Geosci. Remote. Sens. Lett. 14(5): 669-673 (2017) - [j21]Song Gao
Constructing gazetteers from volunteered Big Geo-Data based on Hadoop. Comput. Environ. Urban Syst. 61: 172-186 (2017) - [j20]Hu Shao, Yi Zhang, Wenwen Li:
Extraction and analysis of city's tourism districts based on social media data. Comput. Environ. Urban Syst. 65: 66-78 (2017) - [c4]Wenwen Li, Bin Zhou, Chia-Yu Hsu
Recognizing terrain features on terrestrial surface using a deep learning model: an example with crater detection. GeoAI@SIGSPATIAL 2017: 33-36 - [i2]Yingjie Hu, Wenwen Li:
Spatial Data Infrastructures. CoRR abs/1707.03969 (2017) - 2016
- [j19]Wenwen Li, Michael F. Goodchild:
An optimization technique for addressing DEM misregistration in hilly terrain. Ann. GIS 22(1): 43-55 (2016) - [j18]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): 449-464 (2016) - [j17]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: 11-21 (2016) - [j16]Wenwen Li, Kai Cao
Cyberinfrastructure, GIS, and spatial optimization: opportunities and challenges. Int. J. Geogr. Inf. Sci. 30(3): 427-431 (2016) - [j15]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): 535-553 (2016) - [j14]Wenwen Li, Xiran Zhou
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): 179 (2016) - [j13]Wenwen Li, Sizhe Wang, Vidit Bhatia:
PolarHub: A large-scale web crawling engine for OGC service discovery in cyberinfrastructure. Comput. Environ. Urban Syst. 59: 195-207 (2016) - [c3]Miaomiao Song, Wenwen Li, Wenqing Li, Enxiao Liu
A Hybrid Parallel Computing Model to Support Scalable Processing of Big Oceanographic Spatial Data. GRMSE (2) 2016: 276-285 - 2015
- [j12]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): 111-123 (2015) - [j11]Jason Laura, Wenwen Li, Sergio J. Rey
Parallelization of a regionalization heuristic in distributed computing platforms - a case study of parallel-p-compact-regions problem. Int. J. Geogr. Inf. Sci. 29(4): 536-555 (2015) - [j10]Sergio J. Rey
Open Geospatial Analytics with PySAL. ISPRS Int. J. Geo Inf. 4(2): 815-836 (2015) - [j9]Yingjie Hu, Song Gao
Extracting and understanding urban areas of interest using geotagged photos. Comput. Environ. Urban Syst. 54: 240-254 (2015) - [j8]Wenwen Li, Miaomiao Song, Bin Zhou, Kai Cao
Performance improvement techniques for geospatial web services in a cyberinfrastructure environment - A case study with a disaster management portal. Comput. Environ. Urban Syst. 54: 314-325 (2015) - 2014
- [j7]Wenwen Li, Michael F. Goodchild, Robert Raskin:
Towards geospatial semantic search: exploiting latent semantic relations in geospatial data. Int. J. Digit. Earth 7(1): 17-37 (2014) - [j6]Kai Cao
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): 1028-1046 (2014) - [j5]Luc Anselin, Sergio J. Rey
Metadata and provenance for spatial analysis: the case of spatial weights. Int. J. Geogr. Inf. Sci. 28(11): 2261-2280 (2014) - [j4]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: 1-13 (2014) - [c2]Xun Li, Wenwen Li, Luc Anselin, Sergio J. Rey
A MapReduce algorithm to create contiguity weights for spatial analysis of big data. BigSpatial@SIGSPATIAL 2014: 50-53 - 2013
- [j3]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): 1227-1250 (2013) - [j2]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): 413-431 (2013) - [i1]Song Gao, Linna Li, Wenwen Li, Krzysztof Janowicz, Yue Zhang:
Constructing Gazetteers from Volunteered Geographic Information Based on Hadoop. CoRR abs/1311.7676 (2013) - 2012
- [j1]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): 1415-1435 (2012) - [c1]Wenwen Li, Michael F. Goodchild, Richard L. Church, Bin Zhou:
Geospatial Data Mining on the Web: Discovering Locations of Emergency Service Facilities. ADMA 2012: 552-563
Coauthor Index
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