Wenwen Li
Orcid: 0000-0003-2237-9499Affiliations:
- Arizona State University, School of Geographical Sciences and Urban Planning, Tempe, AZ, USA
- University of California, Santa Barbara, Department of Geography, Center for Spatial Studies, CA, USA (former)
According to our database1,
Wenwen Li
authored at least 85 papers
between 2012 and 2024.
Collaborative distances:
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Bibliography
2024
Segment Anything Model Can Not Segment Anything: Assessing AI Foundation Model's Generalizability in Permafrost Mapping.
Remote. Sens., March, 2024
Framing VRRSability Relationships among Vulnerability, Risk, Resilience, and Sustainability for Improving Geo-Information Evaluations within Geodesign Decision Support.
ISPRS Int. J. Geo Inf., February, 2024
Ann. GIS, January, 2024
A2CI: A Cloud-based, Service-oriented Geospatial Cyberinfrastructure to Support Atmospheric Research.
CoRR, 2024
2023
Correction to: GeoImageNet: a multi-source natural feature benchmark dataset for GeoAI and supervised machine learning.
GeoInformatica, July, 2023
GeoImageNet: a multi-source natural feature benchmark dataset for GeoAI and supervised machine learning.
GeoInformatica, July, 2023
Applying machine learning to understand water security and water access inequality in underserved colonia communities.
Comput. Environ. Urban Syst., June, 2023
GeoGraphViz: Geographically constrained 3D force-directed graph for knowledge graph visualization.
Trans. GIS, June, 2023
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, June, 2023
GeoGraphVis: A Knowledge Graph and Geovisualization Empowered Cyberinfrastructure to Support Disaster Response and Humanitarian Aid.
ISPRS Int. J. Geo Inf., 2023
Explainable GeoAI: can saliency maps help interpret artificial intelligence's learning process? An empirical study on natural feature detection.
Int. J. Geogr. Inf. Sci., 2023
Assessment of IBM and NASA's geospatial foundation model in flood inundation mapping.
CoRR, 2023
Real-time GeoAI for High-resolution Mapping and Segmentation of Arctic Permafrost Features.
CoRR, 2023
Reimagining standardization and geospatial interoperability in today's GeoAI culture.
Proceedings of the 6th ACM SIGSPATIAL International Workshop on AI for Geographic Knowledge Discovery, 2023
Proceedings of the 6th ACM SIGSPATIAL International Workshop on AI for Geographic Knowledge Discovery, 2023
2022
Performance benchmark on semantic web repositories for spatially explicit knowledge graph applications.
Comput. Environ. Urban Syst., 2022
J. Geogr. Syst., 2022
GeoAI for Large-Scale Image Analysis and Machine Vision: Recent Progress of Artificial Intelligence in Geography.
ISPRS Int. J. Geo Inf., 2022
GeoAI for Knowledge Graph Construction: Identifying Causality Between Cascading Events to Support Environmental Resilience Research.
CoRR, 2022
Know, Know Where, Knowwheregraph: A Densely Connected, Cross-Domain Knowledge Graph and Geo-Enrichment Service Stack for Applications in Environmental Intelligence.
AI Mag., 2022
Knowledge explorer: exploring the 12-billion-statement KnowWhereGraph using faceted search (demo paper).
Proceedings of the 30th International Conference on Advances in Geographic Information Systems, 2022
Real-time GeoAI for high-resolution mapping and segmentation of arctic permafrost features: the case of ice-wedge polygons.
Proceedings of the 5th ACM SIGSPATIAL International Workshop on AI for Geographic Knowledge Discovery, 2022
2021
GeoAI in terrain analysis: Enabling multi-source deep learning and data fusion for natural feature detection.
Comput. Environ. Urban Syst., 2021
The Variation in Microwave Brightness Temperature of Granite Pressed Under Weak Background Radiation.
IEEE Trans. Geosci. Remote. Sens., 2021
The Anisotropy and Polarization of Stress-Induced Microwave Radiation Changes in Granite and Their Significance for Seismic Remote Sensing.
IEEE Trans. Geosci. Remote. Sens., 2021
Knowledge-Driven GeoAI: Integrating Spatial Knowledge into Multi-Scale Deep Learning for Mars Crater Detection.
Remote. Sens., 2021
Synthesizing Vulnerability, Risk, Resilience, and Sustainability into VRRSability for Improving Geoinformation Decision Support Evaluations.
ISPRS Int. J. Geo Inf., 2021
Reproducibility and replicability: opportunities and challenges for geospatial research.
Int. J. Geogr. Inf. Sci., 2021
A Continuous Space Location Model and a Particle Swarm Optimization-Based Heuristic Algorithm for Maximizing the Allocation of Ocean-Moored Buoys.
IEEE Access, 2021
2020
A multi-modal transportation data-driven approach to identify urban functional zones: An exploration based on Hangzhou City, China.
Trans. GIS, 2020
GeoNat v1.0: A dataset for natural feature mapping with artificial intelligence and supervised learning.
Trans. GIS, 2020
Understanding intra-urban human mobility through an exploratory spatiotemporal analysis of bike-sharing trajectories.
Int. J. Geogr. Inf. Sci., 2020
Automated terrain feature identification from remote sensing imagery: a deep learning approach.
Int. J. Geogr. Inf. Sci., 2020
A Latent Feature-Based Multimodality Fusion Method for Theme Classification on Web Map Service.
IEEE Access, 2020
A Triangulated Irregular Network Constrained Ordinary Kriging Method for Three-Dimensional Modeling of Faulted Geological Surfaces.
IEEE Access, 2020
Learning from Counting: Leveraging Temporal Classification for Weakly Supervised Object Localization and Detection.
Proceedings of the 31st British Machine Vision Conference 2020, 2020
2019
Capturing the dance of the earth: PolarGlobe: Real-time scientific visualization of vector field data to support climate science.
Comput. Environ. Urban Syst., 2019
ACM SIGSPATIAL Special, 2019
An Ontology-driven Cyberinfrastructure for Intelligent Spatiotemporal Question Answering and Open Knowledge Discovery.
ISPRS Int. J. Geo Inf., 2019
A spatio-contextual probabilistic model for extracting linear features in hilly terrains from high-resolution DEM data.
Int. J. Geogr. Inf. Sci., 2019
Fast Geographically Weighted Regression (FastGWR): a scalable algorithm to investigate spatial process heterogeneity in millions of observations.
Int. J. Geogr. Inf. Sci., 2019
Effective coal seam surface modeling with an improved anisotropy-based, multiscale interpolation method.
Comput. Geosci., 2019
A scalable cyberinfrastructure and cloud computing platform for forest aboveground biomass estimation based on the Google Earth Engine.
Int. J. Digit. Earth, 2019
A comprehensive optimization strategy for real-time spatial feature sharing and visual analytics in cyberinfrastructure.
Int. J. Digit. Earth, 2019
2018
Using Twitter data for transit performance assessment: a framework for evaluating transit riders' opinions about quality of service.
Public Transp., 2018
Identifying Urban Functional Zones Using Public Bicycle Rental Records and Point-of-Interest Data.
ISPRS Int. J. Geo Inf., 2018
Association Rules-Based Multivariate Analysis and Visualization of Spatiotemporal Climate Data.
ISPRS Int. J. Geo Inf., 2018
2017
Comput. Environ. Urban Syst., 2017
Comput. Environ. Urban Syst., 2017
A Geographic Object-Based Approach for Land Classification Using LiDAR Elevation and Intensity.
IEEE Geosci. Remote. Sens. Lett., 2017
Web-Scale Multidimensional Visualization of Big Spatial Data to Support Earth Sciences - A Case Study with Visualizing Climate Simulation Data.
Informatics, 2017
PolarGlobe: A web-wide virtual globe system for visualizing multidimensional, time-varying, big climate data.
Int. J. Geogr. Inf. Sci., 2017
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, 2017
Recognizing terrain features on terrestrial surface using a deep learning model: an example with crater detection.
Proceedings of the 1st Workshop on Artificial Intelligence and Deep Learning for Geographic Knowledge Discovery, 2017
2016
PolarHub: A large-scale web crawling engine for OGC service discovery in cyberinfrastructure.
Comput. Environ. Urban Syst., 2016
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., 2016
Int. J. Geogr. Inf. Sci., 2016
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., 2016
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., 2016
A scalable cyberinfrastructure solution to support big data management and multivariate visualization of time-series sensor observation data.
Earth Sci. Informatics, 2016
Ann. GIS, 2016
A Hybrid Parallel Computing Model to Support Scalable Processing of Big Oceanographic Spatial Data.
Proceedings of the Geo-Spatial Knowledge and Intelligence, 2016
2015
Performance improvement techniques for geospatial web services in a cyberinfrastructure environment - A case study with a disaster management portal.
Comput. Environ. Urban Syst., 2015
Comput. Environ. Urban Syst., 2015
Parallelization of a regionalization heuristic in distributed computing platforms - a case study of parallel-<i>p</i>-compact-regions problem.
Int. J. Geogr. Inf. Sci., 2015
Intelligent polar cyberinfrastructure: enabling semantic search in geospatial metadata catalogue to support polar data discovery.
Earth Sci. Informatics, 2015
2014
An extendable heuristic framework to solve the p-compact-regions problem for urban economic modeling.
Comput. Environ. Urban Syst., 2014
Calibrating a cellular automata model for understanding rural-urban land conversion: a Pareto front-based multi-objective optimization approach.
Int. J. Geogr. Inf. Sci., 2014
Int. J. Geogr. Inf. Sci., 2014
Towards geospatial semantic search: exploiting latent semantic relations in geospatial data.
Int. J. Digit. Earth, 2014
Proceedings of the 3rd ACM SIGSPATIAL International Workshop on Analytics for Big Geospatial Data, 2014
2013
A Geospatial Cyberinfrastructure for Urban Economic Analysis and Spatial Decision-Making.
ISPRS Int. J. Geo Inf., 2013
An efficient measure of compactness for two-dimensional shapes and its application in regionalization problems.
Int. J. Geogr. Inf. Sci., 2013
CoRR, 2013
2012
Semantic similarity measurement based on knowledge mining: an artificial neural net approach.
Int. J. Geogr. Inf. Sci., 2012
Geospatial Data Mining on the Web: Discovering Locations of Emergency Service Facilities.
Proceedings of the Advanced Data Mining and Applications, 8th International Conference, 2012