Transactions in GIS

Papers
(The TQCC of Transactions in GIS is 5. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2020-03-01 to 2024-03-01.)
ArticleCitations
Traffic transformer: Capturing the continuity and periodicity of time series for traffic forecasting145
NeuroTPR: A neuro‐net toponym recognition model for extracting locations from social media messages49
LiDAR point cloud and ICESat‐2 evaluation of 1 second global digital elevation models: Copernicus wins49
A review of GIS methodologies to analyze the dynamics of COVID‐19 in the second half of 202045
Spatially explicit models for exploring COVID‐19 lockdown strategies41
Evaluating healthcare resource inequality in Beijing, China based on an improved spatial accessibility measurement39
Forest fire susceptibility modeling using hybrid approaches29
Recognizing urban functional zones by a hierarchical fusion method considering landscape features and human activities29
SE‐KGE: A location‐aware Knowledge Graph Embedding model for Geographic Question Answering and Spatial Semantic Lifting28
Using a system of equations to assess the determinants of the walking behavior of older adults28
OpenStreetMap quality assessment using unsupervised machine learning methods23
Calibrating the dynamic Huff model for business analysis using location big data23
Analysis of spatiotemporal mobility of shared‐bike usage during COVID‐19 pandemic in Beijing21
Network optimization approach to delineating health care service areas: Spatially constrained Louvain and Leiden algorithms20
Mask R‐CNN‐based building extraction from VHR satellite data in operational humanitarian action: An example related to Covid‐19 response in Khartoum, Sudan20
Analysis of urban agglomeration structure through spatial network and mobile phone data20
Object‐based large‐scale terrain classification combined with segmentation optimization and terrain features: A case study in China19
A graph convolutional network model for evaluating potential congestion spots based on local urban built environments19
Comparing the space‐time patterns of high‐risk areas in different waves of COVID‐19 in Hong Kong18
A survey of road feature extraction methods from raster maps18
A complex junction recognition method based on GoogLeNet model17
Reference study of CityGML software support: The GeoBIM benchmark 2019—Part II17
The right tools for the job: The case for spatial science tool‐building17
CityJSON in QGIS: Development of an open‐source plugin17
Automatic filtering and 2D modeling of airborne laser scanning building point cloud16
Mining spatial patterns of food culture in China using restaurant POI data16
A privacy‐preserving framework for location recommendation using decentralized collaborative machine learning15
Improving OpenStreetMap missing building detection using few‐shot transfer learning in sub‐Saharan Africa15
Spatially oriented convolutional neural network for spatial relation extraction from natural language texts15
Swarm‐based optimizer for convolutional neural network: An application for flood susceptibility mapping14
Highlighting recent trends in open source geospatial science and software13
Analyzing the effects of stochastic perturbation and fuzzy distance transformation on Wuhan urban growth simulation13
Investigations of disaster information representation from a geospatial perspective: Progress, challenges and recommendations13
ChineseTR: A weakly supervised toponym recognition architecture based on automatic training data generator and deep neural network13
Segregation or integration? Exploring activity disparities between migrants and settled urban residents using human mobility data13
Incorporating spatial autocorrelation into house sale price prediction using random forest model12
GIScience and neighborhood change: Toward an understanding of processes of change12
Symbolic and subsymbolic GeoAI: Geospatial knowledge graphs and spatially explicit machine learning12
Data‐driven polyline simplification using a stacked autoencoder‐based deep neural network12
An urban growth simulation model based on integration of local weights and decision risk values12
Unraveling the relationship between geomorphodiversity and sediment connectivity in a small alpine catchment11
“GIS works!”—But why, how, and for whom? Findings from a systematic review11
Simulating multi‐exit evacuation using deep reinforcement learning11
A universal parallel scheduling approach to polyline and polygon vector data buffer analysis on conventional GIS platforms11
A multilayer mobility network approach to inferring urban structures using shared mobility and taxi data11
Regional variations of context‐based association rules in OpenStreetMap11
Acceptance of open source geospatial software: Assessing QGIS in South Africa with the UTAUT2 model10
Loose programming of GIS workflows with geo‐analytical concepts10
Design and development of a web‐based interactive twin platform for watershed management10
Reference study of IFC software support: The GeoBIM benchmark 2019—Part I10
Road intersection identification from crowdsourced big trace data using Mask‐RCNN10
A place for place: Modelling and analysing platial representations10
Terraces mapping by using deep learning approach from remote sensing images and digital elevation models10
Mining crowdsourced trajectory and geo‐tagged data for spatial‐semantic road map construction10
Tourism land use simulation for regional tourism planning using POIs and cellular automata10
How urban places are visited by social groups? Evidence from matrix factorization on mobile phone data10
Comparison on two case‐based reasoning strategies of automatically selecting terrain covariates for digital soil mapping9
Modeling urban regions: Comparing random forest and support vector machines for cellular automata9
Utility of collaborative GIS for maritime spatial planning: Design and evaluation of Baltic Explorer9
Inference method for cultural diffusion patterns using a field model9
Exploring the spatial disparity of home‐dwelling time patterns in the USA during the COVID‐19 pandemic via Bayesian inference9
Local motion simulation using deep reinforcement learning9
An analysis of the spatial and temporal distribution of large‐scale data production events in OpenStreetMap9
The US COVID Atlas: A dynamic cyberinfrastructure surveillance system for interactive exploration of the pandemic9
Mapping areas of asynchronous‐temporal interaction in animal‐telemetry data9
A high‐efficiency global model of optimization design of impervious surfaces for alleviating urban waterlogging in urban renewal9
azul: A fast and efficient 3D city model viewer for macOS9
Robust and fast reconstruction of complex roofs with active sampling from 3D point clouds9
Integrating a deep forest algorithm with vector‐based cellular automata for urban land change simulation8
From consistency to flexibility: A simplified database schema for the management of CityJSON 3D city models8
Designing AfriCultuReS services to support food security in Africa8
The challenges of integrating explainable artificial intelligence into GeoAI8
Spatial modeling of migration using GIS‐based multi‐criteria decision analysis: A case study of Iran8
Address points of landmarks and paratransit services as a credible reference database for geocoding8
Extracting invariant characteristics of sketch maps: Towards place query‐by‐sketch8
Urban spatial epidemic simulation model: A case study of the second COVID‐19 outbreak in Beijing, China8
Improving trajectory estimation using 3D city models and kinematic point clouds8
Agricultural land partitioning model based on irrigation efficiency using a multi‐objective artificial bee colony algorithm8
Ubiquitous geographic information in the emergent Metaverse8
Geomorphometric analysis of the natural and anthropogenic seascape of Naples (Italy): A high‐resolution morpho‐bathymetric survey7
PrivyTo: A privacy‐preserving location‐sharing platform7
Optimal interpolation method to predict the bathymetry of Saldanha Bay7
Automatic content‐based georeferencing of historical topographic maps7
Applications of geospatial big data in the Internet of Things7
A comparison of proximity and accessibility drivers in simulating dynamic urban growth7
Necropolis of Palazzone in Perugia: Geomatic data integration for 3D modeling and geomorphology of underground sites7
Room semantics inference using random forest and relational graph convolutional networks: A case study of research building7
Semantic‐based urban growth prediction7
Incorporating spatial information in machine learning: The Moran eigenvector spatial filter approach7
Web‐based real‐time visualization of large‐scale weather radar data using 3D tiles7
Suitability assessment of global, continental and national digital elevation models for geomorphological analyses in Italy7
Evaluating the effectiveness and efficiency of risk communication for maps depicting the hazard of COVID‐197
Flood susceptibility assessment using hybrid machine learning and remote sensing in Quang Tri province, Vietnam7
Trajectory similarity measurement: An enhanced maximal travel match method7
Comparison of versioning methods to improve the information flow in the planning and building processes7
Corporate editors in OpenStreetMap: Investigating co‐editing patterns7
User experiences of using a spatial analysis tool in collaborative GIS for maritime spatial planning6
Machine‐learning prediction models for pedestrian traffic flow levels: Towards optimizing walking routes for blind pedestrians6
3D building model simplification method considering both model mesh and building structure6
A points of interest matching method using a multivariate weighting function with gradient descent optimization6
A collaborative GIS programming course using GitHub Classroom6
A convolutional neural network approach to predict non‐permissive environments from moderate‐resolution imagery6
An investigation into longitudinal forms of gullies within the “Grand Canyon” of Bengal, Eastern India6
Ranking of VGI contributor reputation using an evaluation‐based weighted pagerank6
Automated labeling of schematic maps by optimization with knowledge acquired from existing maps6
Advances in techniques to formulate the watertight concept for cadastre6
A modular graph transformation rule set for IFC‐to‐CityGML conversion6
Validation of flood risk maps using open source optical and radar satellite imagery6
Prediction of tourist flow based on multi‐source traffic data in scenic spot6
Geospatial socio‐economic/demographic data: The existence of spatial autocorrelation mixtures in georeferenced data—Part I6
A new model combining building block displacement and building block area reduction for resolving spatial conflicts6
Geoscience Knowledge Graph (GeoKG): Development, construction and challenges6
A classification technique for local multivariate clusters and outliers of spatial association6
Integrating multimedia documents and time‐evolving 3D city models for web visualization and navigation5
Slope, aspect, and hillshade algorithms for non‐square digital elevation models5
A hierarchical indoor and outdoor model for semantic trajectories5
Pattern‐based calibration of cellular automata by genetic algorithm and Shannon relative entropy5
Measuring rural access for SDG 9.1.15
Understanding and predicting the spatio‐temporal spread of COVID‐19 via integrating diffusive graph embedding and compartmental models5
A gaze‐based interaction method for large‐scale and large‐space disaster scenes within mobile virtual reality5
Creating open source composite geocoders: Pitfalls and opportunities5
Behavior‐based POI recommendation for small groups in location‐based social networks5
A scoping review on the use, processing and fusion of geographic data in virtual assistants5
Contour line simplification method based on the two‐level Bellman–Ford algorithm5
Complementing the European earth observation and geographic information body of knowledge with a business‐oriented perspective5
Positional error modeling of sky‐view factor measurements within urban street canyons5
A web text mining approach for the evaluation of regional characteristics at the town level5
Computing geographical access to services: The design of a client–server solution that incorporates multiple transport modes5
Building function classification in Nanjing, China, using deep learning5
Polygonal simplification and its use in DEM generalization for land surface segmentation5
Flood risk map from hydrological and mobility data: A case study in São Paulo (Brazil)5
Putting humans back in the loop of machine learning in Canadian smart cities5
Revealing temporal stay patterns in human mobility using large‐scale mobile phone location data5
GeoNat v1.0: A dataset for natural feature mapping with artificial intelligence and supervised learning5
Modeling the geospatial dynamics of residential segregation in three Canadian cities: An agent‐based approach5
Operationalizing places in GIScience: A review5
Advancing the historical geography of late Ottoman and British Mandate Palestine using GIScience: A review5
Spatial social networks for the humanities: A visualization and analytical model5
Area and volume computation of longitude–latitude grids and three‐dimensional meshes5
Multisource spatial data integration for use cases applications5
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