Songnian Li

Professor in Geomatics Engineering

Toronto, Canada

Publications

  • Road Surface Monitoring Using Smartphone Sensors: A Review
  • Land-Use Change Detection with Convolutional Neural Network Methods
  • An Improved Spatiotemporal Fusion Approach Based on Multiple Endmember Spectral Mixture Analysis
  • Short-Term Forecasting of Land Use Change Using Recurrent Neural Network Models
  • Geospatial Dashboards for Monitoring Smart City Performance
  • A Method for 3D Reconstruction of the Ming and Qing Official-Style Roof Using a Decorative Components Template Library
  • Spatio-Temporal Validation of AIRS CO2 Observations Using GAW, HIPPO and TCCON
  • Correction: Hui, Y., et al. Spatio-Temporal Validation of AIRS CO2 Observations Using GAW, HIPPO and TCCON. Remote Sens. 2020, 12, 3583
  • Similarity Index Based Approach for Identifying Similar Grotto Statues to Support Virtual Restoration
  • Modeling and Processing of Smart Point Clouds of Cultural Relics with Complex Geometries
  • Spectral Estimation Model Construction of Heavy Metals in Mining Reclamation Areas
  • A 3D GIS-based interactive registration mechanism for outdoor augmented reality system
  • Towards a collaborative global land cover information service
  • Forest fire spread simulating model using cellular automaton with extreme learning machine
  • A three-step spatial-temporal-semantic clustering method for human activity pattern analysis
  • The Standardization and harmonization of land cover classification systems towards harmonized datasets: A review
  • Supporting future earth with global geospatial information
  • A service relation model for web-based land cover change detection
  • Extracting faded mural patterns based on the combination of spatial-spectral feature of hyperspectral image
  • Mapping Burn Severity of Forest Fires in Small Sample Size Scenarios
  • Real-time collaborative GIS: A technological review
  • Pragmatics driven land cover service composition utilizing behavior-intention model
  • Preface : ISPRS archives, volume XLI, Part B2
  • Modeling urban solar energy with high spatiotemporal resolution: A case study in Toronto, Canada
  • Multi-agent based simulation of optimal urban land use allocation in the middle reaches of the Yangtze river, China
  • Geospatial modelling approach for 3D urban densification developments
  • Towards Co-PPGIS—a collaborative public participatory GIS-based measure for transparency in housing schemes: a case of Lahore, Pakistan
  • Information from imagery: ISPRS scientific vision and research agenda
  • Towards an automatic ice navigation support system in the arctic sea
  • Geospatial big data handling theory and methods: A review and research challenges
  • A GIS-based web approach for serving land price information
  • A novel intelligent computational model for analyzing and predicting coal mine water inrush
  • An analysis of urban expansion and its associated thermal characteristics using Landsat imagery
  • Advances in geospatial statistical modelling, analysis and data mining | Les avancÉes dans les domaines de la modÉlisation, de l’analyse et du forage des donnÉes statistiques gÉospatiales
  • Designing sea ice web APIs for ice information services
  • Active collection of land cover sample data from geo-tagged web texts
  • A comparative study on three EOF analysis techniques using decades of Arctic sea-ice concentration data
  • A web-based system for supporting global land cover data production
  • Predicting human mobility with activity changes
  • Understanding human activity patterns based on space-time-semantics
  • Preface
  • Open access to Earth land-cover map
  • An across-country comparison of the hierarchical spatial structures of cities
  • UML-based requirement modeling of Web online synchronous collaborative public participatory GIS
  • Introductory editorial: Web-based sensors and geoprocessing services
  • Geo-social model: A conceptual framework for real-time geocollaboration
  • China: Open access to Earth land-cover map
  • Usability evaluation of collaborative PPGIS-GeoCWMI for supporting public participation during municipal planning and management services
  • A Hybrid spatio-temporal data indexing method for trajectory databases
  • Analytical geospatial Digital Earth
  • Mining multivariate association patterns from spatiotemporal data
  • Quantitative analysis of urban expansion in central China
  • Developing an online PPGIS prototype based on Geovpms - A framework for Gis-based virtual public meeting space
  • Temporal logic and operation relations based knowledge representation for land cover change web services
  • Theme section "Towards Intelligent Geoprocessing on the Web"
  • Developing a web-based, collaborative PPGIS prototype to support public participation
  • A Web GIS for Sea Ice Information and an Ice Service Archive
  • Pervasive Web Mapping, Geoprocessing and Services
  • Analytical geospatial web services | Services analytiques géospatiaux sur le web
  • Road extraction using smart phones GPS
  • Emergency management systems using event-driven GIS
  • Web mapping/GIS services and applications
  • Introductory editorial | Éditorial D'Introduction
  • Development of web-based ice information system
  • Collaboration enabled GIS tools for emergency operation centre
  • Towards GIS-enabled virtual public meeting space for public participation
  • Mashing up geospatial data services: Implications of acceptable use policies
  • Architecture design and prototyping of a web-based, synchronous collaborative 3D GIS
  • Spatiotemporal data model of sea-ice data
  • Reconciling inconsistent perspectives in collaborative GIS using multi-agent method
  • Public utilities
  • Civil engineering education
  • VRML-based 3D collaborative GIS: A design perspective
  • GIS technology for civil engineering education
  • Introduction | Introduction
  • A web-based collaboration system for managing distributed GIS data production
  • Modeling distributed GIS data production workflow
  • Web-based collaborative spatial decision support systems: A technological perspective
  • Spatio-Temporal Validation of AIRS CO2 Observations Using GAW, HIPPO and TCCON
  • Correction: Hui, Y., et al. Spatio-Temporal Validation of AIRS CO2 Observations Using GAW, HIPPO and TCCON. Remote Sens. 2020, 12, 3583
  • Characterizing Production–Living–Ecological Space Evolution and Its Driving Factors: A Case Study of the Chaohu Lake Basin in China from 2000 to 2020
  • Spatial Decision Support Systems with Automated Machine Learning: A Review
  • Enhancement and Restoration of Scratched Murals Based on Hyperspectral Imaging—A Case Study of Murals in the Baoguang Hall of Qutan Temple, Qinghai, China
  • Analytics of big geosocial media and crowdsourced data
  • Disaggregating population data for assessing progress of SDGs: methods and applications
  • URBAN FUNCTIONAL ZONE IDENTIFICATION BY CONSIDERING THE HETEROGENEOUS DISTRIBUTION OF POINTS OF INTERESTS
  • PROBABILISTIC-BASED CROWDSOURCING TECHNIQUE FOR ROAD SURFACE ANOMALY DETECTION
  • GENERATIVE DESIGN FOR PRECISION GEO-INTERVENTIONS
  • A review of the use of geosocial media data in agent-based models for studying urban systems
  • A review of the use of geosocial media data in agent-based models for studying urban systems
  • Analytics of big geosocial media and crowdsourced data
  • Analytics of big geosocial media and crowdsourced data
  • Disaggregating population data for assessing progress of SDGs: methods and applications
  • Geospatial Disaggregation of Population Data in Supporting SDG Assessments: A Case Study from Deqing County, China
  • A spatial‐temporal‐semantic approach for detecting local events using geo‐social media data
  • URBAN EXPANSION MODELING APPROACH BASED ON MULTI-AGENT SYSTEM AND CELLULAR AUTOMATA
  • Combining spatiotemporal fusion and object-based image analysis for improving wetland mapping in complex and heterogeneous urban landscapes
  • Sensing and detecting traffic events using geosocial media data: A review
  • An approach for understanding human activity patterns with the motivations behind
  • TRAFFIC EVENT DETECTION USING TWITTER DATA BASED ON ASSOCIATION RULES
  • A review of the use of geosocial media data in agent-based models for studying urban systems
  • Collaborative validation of GlobeLand30: Methodology and practices
  • A REVIEW OF URBAN HUMAN MOBILITY RESEARCH BASED ON CROWD-SOURCED DATA AND SPACE-TIME AND SEMANTIC ANALYSIS
  • Exploring spatiotemporal patterns of geosocial media data for urban functional zone identification
  • Geosocial Media as a Proxy for Security: A Review
  • Geosocial Media as a Proxy for Security: A Review
  • Geospatial Disaggregation of Population Data in Supporting SDG Assessments: A Case Study from Deqing County, China
  • Geospatial Disaggregation of Population Data in Supporting SDG Assessments: A Case Study from Deqing County, China
  • Disaggregating population data for assessing progress of SDGs: methods and applications
  • Identifying urban functional zones by capturing multi-spatial distribution patterns of points of interest
  • Geosocial Media as a Proxy for Security: A Review
  • Online monitoring of local taxi travel momentum and congestion effects using projections of taxi GPS-based vector fields
  • Camera planning for area surveillance: A new method for coverage inference and optimization using Location-based Service data
  • Measurement and analysis of facial features of terracotta warriors based on high-precision 3D point clouds
  • Spectral unmixing based spatiotemporal downscaling fusion approach
  • Developing a near real-time road surface anomaly detection approach for road surface monitoring
  • Geographic information science in the era of geospatial big data: A cyberspace perspective
  • Smart surveying and mapping: fundamental issues and research agenda,智能化测绘的基本问题与发展方向
  • Detecting spatiotemporal traffic events using geosocial media data
  • Online monitoring of local taxi travel momentum and congestion effects using projections of taxi GPS-based vector fields
  • A THREE-STEP SPATIAL-TEMPORAL-SEMANTIC CLUSTERING METHOD FOR HUMAN ACTIVITY PATTERN ANALYSIS
  • MULTI-AGENT BASED SIMULATION OF OPTIMAL URBAN LAND USE ALLOCATION IN THE MIDDLE REACHES OF THE YANGTZE RIVER, CHINA
  • WHAT ISWEBMAPPING ANYWAY?
  • Developing a groupware-based prototype to support geomatics production management
  • GIS modeling of solar neighborhood potential at a fine spatiotemporal resolution
  • Review of web mapping: Eras, trends and directions
  • PREFACE
  • Research Progress of Global Land Domain Service Computing: Take GlobeLand 30 as an Example
  • Virtual restoration of stains on ancient paintings with maximum noise fraction transformation based on the hyperspectral imaging
  • Three-Dimensional Point Cloud Semantic Segmentation for Cultural Heritage: A Comprehensive Review

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