Transactions in GIS

Papers
(The median citation count of Transactions in GIS is 1. 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 2021-06-01 to 2025-06-01.)
ArticleCitations
GIS‐Based Platform for Near Real‐Time Prediction of Mosquito Distribution94
Post‐Truth GIS56
An Automated Identification Method for Place Spoofing Toponyms38
Issue Information33
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High‐Accuracy Geological Deformation Monitoring Through Unmanned Aerial Vehicle Image Registration Without Control Points32
The max‐p‐compact‐regions problem30
Issue Information28
Recognition of crevasses with high‐resolution digital elevation models: Application of geomorphometric modeling and texture analysis27
Length L‐function for network‐constrained point data27
Traffic volume prediction for scenic spots based on multi‐source and heterogeneous data26
Association rule mining of air quality through an improved Apriori algorithm: A case study in 244 Chinese cities26
Theseus: A framework for managing knowledge graphs about geographical divisions and their evolution26
Geospatial socio‐economic/demographic data: The existence of spatial autocorrelation mixtures in georeferenced data—Part I24
Correctness Comparison of ChatGPT‐4, Gemini, Claude‐3, and Copilot for Spatial Tasks24
Applications of geospatial big data in the Internet of Things24
Differentiating geographic movement described in text documents22
Comparing spatial interaction models and flow interpolation techniques for predicting “cold start” bike‐share trip demand21
A deep learning‐based SAR image change detection using spatial intuitionistic fuzzy C‐means clustering20
An explanatory spatio‐temporal pattern analysis of the fruit industry in Xinjiang, China, between 1988 and 201719
DePNR: A DeBERTa‐based deep learning model with complete position embedding for place name recognition from geographical literature18
Revealing the mobile sensing powers of semi‐random and deterministic “drive‐by” vehicle fleets18
Assessment of Potential Complementarity of Pumped Hydropower Storage to Solar and Wind Energy17
Complex adaptive blended learning for higher GIS education: A theory‐driven pedagogy moving forward after the pandemic16
Analysis of the Surface Urban Heat Island Effect and the Spatiotemporal Heterogeneity of Its Driving Factors16
Landslide Susceptibility Assessment by Using Publicly‐Available Remote Sensing and Geospatial Data to Assist Risk Management and Geological Safety: A Case Study of the Wugongshan Area, South China16
Validation of Regional Positioning Service User Connections as Support in Update Cartography16
Surface Flowing Waters Covered Areas From the Cadastre Database as a Source for the National Spatial Water Database—Case Study16
Issue Information14
Political Districts Versus Customized Polygons: Implementing Geographic Tessellation Stratified Random Sampling14
Crowd sensing and spatiotemporal analysis in urban open space using multi‐viewpoint geotagged videos13
Identification of drainage patterns using a graph convolutional neural network13
Mapping regions with partially defined boundaries13
A Two‐Step Approach to Extracting Sandy Beaches Through Integrating Spatial Semantic Information From Open‐Source Geospatial Datasets13
MapSafe: A complete tool for achieving geospatial data sovereignty13
Understanding the correlation between destination distribution and urban built environment from taxi GPS data13
Illustrating a Splatial Framework to Aging: Absolute, Relative, Relational, and Mental Space in Singapore13
Geographic information system data considerations in the context of the enhanced bathtub model for coastal inundation12
Adaptive Multi‐View Neural Network for Network‐Wide and Segment‐Wise Traffic Speed Estimation With Heterogeneous Missing Cases12
A web text mining approach for the evaluation of regional characteristics at the town level12
Issue Information12
Fine‐scale simulation of spatial population distribution by coupling GA–ABM and big data: A case study of Dongguan, China12
Corrigendum12
Analysis of accessibility to hierarchical healthcare facilities in urban area: A case study in Shanghai12
Flood susceptibility modeling by integrating tree‐based regression with metaheuristic algorithm, BWO12
Improving pixel‐based classification of GRASS GIS with support vector machine11
A spatial model for the representation of emotional landscapes11
Exploring the spatiotemporal relationships between search flows and travel flows11
Predicting Protests and Riots in Urban Environments With Satellite Imagery and Deep Learning11
Knowledge‐Guided Automated Cartographic Generalization Process Construction: A Case Study Based on Map Analysis of Public Maps of China10
Issue Information10
Exploring the Convergence of Cyber–Physical Space: Multidimensional Modeling of Overtourism Interactions10
Optimized convolutional neural network for land cover classification via improved lion algorithm10
Automatic Building Aggregation Supported by Knowledge Graph10
sandwichr: Spatial prediction in R based on spatial stratified heterogeneity10
A new disease mapping method for improving data completeness of syndromic surveillance with high missing rates9
Exploring the utility of movement parameters to make inferences about dynamic interactions in moving objects9
Issue Information9
Investigations of disaster information representation from a geospatial perspective: Progress, challenges and recommendations9
Virtual geographic environment construction based on ubiquitous geographic information9
Hydraulic reconstruction of giant paleolandslide‐dammed lake outburst floods in high‐mountain region, eastern Tibetan Plateau: A case study of the Upper Minjiang River valley9
Author correction: ASPHAA: A GIS‐based algorithm to calculate cell area on a latitude–longitude (geographic) regular grid9
Understanding urban wealth perception using a hybrid dataset and ranking‐scoring framework9
Interactive visual query of density maps on latent space via flow‐based models9
Mapping urban large‐area advertising structures using drone imagery and deep learning‐based spatial data analysis9
Research data infrastructures in environmental sciences—Challenges and implementation approaches focusing on the integration of software components9
RMCVI: A Refined Urban Vitality Perception Index Considering Mountain Characteristics9
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Solving location‐allocation problems with professional optimization software8
Evaluative image 2.0: A web mapping approach to capture people’s perceptions of a city8
Does Linus' Law Apply to Data Quality in Volunteered Street View Imagery (VSVI)? Mechanisms Contributing to VSVI Data Quality Improvement for Environmental Audits8
Quantitative Identification of Mixed Urban Functions: A Probabilistic Approach Based on Physical and Social Sensing Data8
Tensor‐CA: A high‐performance cellular automata model for land use simulation based on vectorization and GPU8
Applicability of spatial planning system package for the LADM Turkey country profile8
Geoscience Knowledge Graph (GeoKG): Development, construction and challenges8
Calibration of 2SFCA and i2SFCA: A Case Study in Shenzhen, China Based on Online Physician Appointment Data8
A site selection framework for urban power substation at micro‐scale using spatial optimization strategy and geospatial big data8
Issue Information8
Corporate editors in OpenStreetMap: Investigating co‐editing patterns8
Exploring the effects of background image transparency on the usability of image maps8
A statistical method for analyzing agglomeration zones of co‐location between diverse facilities on a street network8
Effective PPGIS in spatial decision‐making: Reflecting participant priorities by illustrating the implications of their choices8
DGAG: A Novel Approach That Detects Green Areas With Geolocation From Large‐Scale Satellite Imaging Instance Segmentation and GIS Application8
Uncovering Spatio‐Temporal Activity Patterns of Staying Behavior of Pedestrian Explorers Using Mobile Phone Navigation Trajectory8
Deep Learning‐Based Building Change Detection in Off‐Nadir Images via a Pixel‐Wise and Patch‐Wise Fusion Strategy8
A note on the propagation of positional uncertainty in environmental models8
Spatial modeling of migration using GIS‐based multi‐criteria decision analysis: A case study of Iran8
A building polygonal object matching method based on minimum bounding rectangle combinatorial optimization and relaxation labeling7
Putting humans back in the loop of machine learning in Canadian smart cities7
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Issue Information7
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PyGRF: An Improved Python Geographical Random Forest Model and Case Studies in Public Health and Natural Disasters7
Real‐time fusion of multiple videos and 3D real scenes based on optimal viewpoint selection7
The Impact Process and Mechanism of Typhoon‐Induced Heavy Precipitation on China's Railway Network: A Case Study of Typhoon in‐Fa7
Spatial multi‐objective optimization of primary healthcare facilities: A case study in Singapore7
Issue Information7
Visual supervision of large‐scope heat source factories based on knowledge graph7
A hierarchical spatial unit partitioning approach for fine‐grained urban functional region identification7
Understanding Residential Address Patterns in Urban and Rural Areas: A Machine Learning Approach7
MAT‐Index: An index for fast multiple aspect trajectory similarity measuring7
Issue Information7
Issue Information7
Coupling human mobility and social relationships to predict individual socioeconomic status: A graph neural network approach7
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Polygonal simplification and its use in DEM generalization for land surface segmentation6
Issue Information6
A novel semantic recognition framework of urban functional zones supporting urban land structure analytics based on open‐source data6
Identification and analysis of urban influential regions using spatial interaction networks6
Issue Information6
Effects of reverse geocoding on OpenStreetMap tag quality assessment6
A deep learning method for creating globally applicable population estimates from sentinel data6
Geostatistics‐Based Inverse Distance Weighted Interpolation Method for Geological Boreholes6
Using GIS to improve public health emergency response in rural areas during the COVID‐19 crisis: A case study of South Carolina, US6
Physically based morphostructural land surface segmentation: Case of the Alps and Western Carpathians6
Ubiquitous geographic information in the emergent Metaverse6
Enhancing Reverse Geocoding With Weather Data: Modeling Human Check‐In Behavior in California and New York for Smart Cities6
HTile: A high‐performance real‐time raster tile service with data‐fusion and data‐hiding approaches6
Building function classification in Nanjing, China, using deep learning6
Geographical Graph Attention Networks: Spatial Deep Learning Models for Spatial Prediction and Exploratory Spatial Data Analysis6
Measuring metro station area's TODness: An exploratory study of Shenyang based on multi‐source urban data6
Multi‐unit building address geocoding: An approach without indoor location reference data6
GIS‐enabled historiography to determine travel routes during the Western Han period via agent‐based models and least‐cost path analysis6
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Modeling population distribution: A visual and quantitative analysis of gradient boosting and deep learning models for multi‐output spatial disaggregation5
A planar graph cluster‐routing approach for optimizing medical waste collection based on spatial constraint5
Advances in geomorphometry5
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Understanding and predicting the spatio‐temporal spread of COVID‐19 via integrating diffusive graph embedding and compartmental models5
A comparison of obfuscation methods used for privacy protection: Exploring the challenges of polygon data in agricultural research5
Integrating GIS and location modeling: A relational approach5
Knowledge‐guided digital twin modeling method of generating hierarchical scenes for a high‐speed railway5
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Wemap‐based direction model for individuals with limited spatial orientation skills5
A holistic approach proposal for 3D underground land management (3D ULA) in Turkey: The case of utility network5
Integrating Forestry and Local Administrative Data Using Semantic and GIS Technologies5
The integration of GIS location‐based APIs and urban growth modeling for improved geographic access to hospital services5
DCKHCNN: A Multimetric Graph‐Based Convolutional Neural Network for Identifying Key Influential Nodes in Earth Surface Data Linked Networks5
Correction to ‘Open source map matching with Markov decision processes: A new method and a detailed benchmark with existing approaches’5
Reading vector data more efficiently: Assessing performance of the OGR simple feature library5
Knowledge‐driven spatial competitive intelligence for tourism5
Disambiguating spatial prepositions: The case of geo‐spatial sense detection5
Travel mode classification based on GNSS trajectories and open geospatial data5
Decentralized management of ephemeral traffic incidents5
Spatial Performance Approach to Machine Learning Algorithms: A GIS‐Based Comparison Analysis for Real Estate Valuation5
Deciphering Evolutionary Patterns and Multifaceted Drivers of Tibetan Buddhist Monasteries in Amdo's Tibetan Inhabited Area, China5
Assessing the Reliability of Six Land Cover Products for Cropland Identification in a Large Irrigation District in China5
Estimating traffic speed and speeding using passively collected big mobility data and a distributed computing framework5
Issue Information5
Building fuzzy areal geographical objects from point sets5
Scale‐oriented temporal analysis of movement data: A series‐based approach5
Combination of hyperspectral and LiDAR for aboveground biomass estimation using machine learning5
Overcoming unreported violence using place‐based ambulance data: The case for mapping hotspots based on health data for crime prevention initiatives5
Radiometric mapping of the Berg River estuary4
Desynchronization Attacks Resistant Watermarking for Remote Sensing Images Based on DWTSVD and Normalized Feature Domain4
How artificial intelligence cooperating with agent‐based modeling for urban studies: A systematic review4
A method for finding least‐cost corridors in three‐dimensional raster space4
Building k‐partite association graphs for finding recommendation patterns from questionnaire data4
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Geocomputation for social science in the era of urban big data4
Revealing the spatiotemporal characteristics of the general public's panic levels during the pandemic crisis in China4
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Necropolis of Palazzone in Perugia: Geomatic data integration for 3D modeling and geomorphology of underground sites4
Self‐organizing maps as a dimension reduction approach for spatial global sensitivity analysis visualization4
A cloud‐based solution for trustless indigenous data sovereignty: Protecting Māori biodiversity management data in Aotearoa New Zealand4
Understanding tourists' travel behavior before, during, and after the trip with data from social media platforms4
Spatial autocorrelation mixtures in geospatial disease data: An important global epidemiologic/public health assessment ingredient?4
Overlapping cancer service areas: Delineation and implications4
TiGrid: A raster‐based method for time‐interval information representation with geotagged videos as an example4
Supporting Fire Response: Advanced Spatial Data Analytics for Hydrant Access Assessment4
Taking stock4
Improving Spatial Equality in Primary Healthcare Facilities Through a Minimum Distance and Spatial Envy Location Model: A Case Study in Changyuan, China4
Understanding patterns and competitions of short‐ and long‐term rental markets: Evidence from London4
Rethinking GIScience Education in an Age of Disruptions4
Evaluating Urban Land Resource Carrying Capacity With Geographically Weighted Principal Component Analysis: A Case Study in Wuhan, China4
A spatial data model for accessibility with indoor temporal changes4
Choosing GIS graduate programs from afar: Chinese students' perspectives4
A process‐driven geo‐analysis engine to support online collaborative geographic experiments4
QA4GIS: A novel approach learning to answer GIS developer questions with API documentation4
A conceptual model for automating spatial network analysis4
Analyzing routes in Ottoman Greater Syria using historical GIS: The 1849 Saida map4
Modeling Susceptibility to Illegal Land Occupation in Cape Town, South Africa: A Random Forest Approach4
Mapping the Unseen: Integrating Hiking Activities Into Spatially Explicit Cultural Ecosystem Service Assessment Through Agent‐Based Modeling4
An LLM‐Based Method for Quality Information Extraction From Web Text for Crowed‐Sensing Spatiotemporal Data4
Enhancing the National Spatial Data Infrastructure to Support 3D Real Estate Valuation: A Case Study of GIS‐Supported Scoring of 3D Residential Units Based on Expert O4
Moving CyberGIS education forward: Knowing what matters and how it is decided4
Developing an Open Data Intermediation Business Model: Insights From the Case of Esri3
Spatial social networks for the humanities: A visualization and analytical model3
YOLOv8‐DBW: An Improved High‐Accuracy Fast Landslide Detection Model3
fsr: An R package for fuzzy spatial data handling3
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An investigation into longitudinal forms of gullies within the “Grand Canyon” of Bengal, Eastern India3
Homomorphic encryption domain asymmetric fingerprinting scheme for 3D models of oblique photography3
A hierarchical spatio‐temporal object knowledge graph model for dynamic scene representation3
Implementation of 3D spatial planning through the integration of the standards3
A reasoning method for rice fertilization strategy based on spatiotemporal knowledge graph3
Issue Information3
Multisource spatial data integration for use cases applications3
Delineation of basins and hills by Morse theory and critical nets3
Spatiotemporal analysis of global grain trade multilayer networks considering topological clustering3
Parametric Modeling Method for 3D Symbols of Fault Structures3
Where Should Additional City Benches be Installed to Reduce Continuous Walking Distance? Comparison of Incrementally and Simultaneously Added Installations3
SceneKG: A Geo‐Scene Based Spatiotemporal Knowledge Representation Framework Considering Geo‐Processes3
Accurate calculation method of terrain viewshed for wireless signal as line of sight3
Mapping National‐Scale Road Surface Types Using Multisource Open Data and Deep Learning Model3
Identifying Nighttime Vitality Through Multisource Geodata: An Explainable AI Perspective3
Cover Image3
Spatio‐temporal neural network for taxi demand prediction using multisource urban data3
A new method for automatic and accurate coded target recognition in oblique images to improve augmented reality precision3
Support Students' Skill Development Through Competency‐Based Reflection Journals3
A digital geometry on the tetrakis square tiling—Distance and coarsening3
Simulating urban land‐use change based on the multi‐hierarchal planning–environment interaction process3
Transferring decision boundaries onto a geographic space: Agent rules extracted from movement data using classification trees3
WLTOG: An optimization approach for wild large‐range target omnidirectional geolocation based on monocular PTZ camera3
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A framework for social media information flow analytics in cyberspace and physical space3
EVKG: An interlinked and interoperable electric vehicle knowledge graph for smart transportation system3
Analyzing spatial mobility patterns with time‐varying graphical lasso: Application to COVID‐19 spread3
Investigation of Water Quality in Izmir Bay With Remote Sensing Techniques Using NDCI on Google Earth Engine Platform3
Enhancing Logit Modeling With GIS Integration for Advanced Spatial Analysis: A Case Study of Multimodal Transport Preferences Between Istanbul and Ankara3
Analysis of spatial distribution characteristics of electric vehicle sales and service shops and the corresponding influencing factors3
Object tracking in surveillance video based on Siamese network considering geographical spatiotemporal constraints3
Issue Information3
Refined landslide inventory and susceptibility of Weining County, China, inferred from machine learning and Sentinel‐1 InSAR analysis3
Unsupervised Change Detection Methods Applied to Landslide Mapping: Case Study in São Sebastião, Brazil3
Integrating drones, participatory mapping and GIS to enhance resiliency for remote villages3
Spatial prediction of poverty in Gauteng province (South Africa) in‐between Censuses using land use datasets3
Ecological Security Assessment Considering Carbon Sources and Sinks and Analysis of Temporal and Spatial Evolution: A Case Study of the Chengdu‐Chongqing Economic Circle3
Multi‐scenario simulation of land use change based on MCR‐SD‐FLUS model: A case study of Nanchang, China3
Visualizing spatiotemporal patterns of city service demand through a space‐time exploratory approach3
A multi‐scale partitioning and aggregation method for large volumes of buildings considering road networks association constraints3
Adaptive Geographic Scene Expression Driven by User Needs: A Case Study of the Twin Highway Tunnel Scene3
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Automatic delineation of rational service areas and health professional shortage areas in GIS based on human movements and health resources3
The forecast and low‐carbon performance of land use in rapid urbanization area under the low‐carbon oriented spatial planning: Evidence from Hangzhou, China3
Field‐of‐view modeling of hilly terrain based on physically based rendering of spatial–temporal variations within optical radiation3
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Influence of geographical determinants on the spatial distribution of positioning uncertainties in mobile phone location data3
Ecological indicators from spatial statistics to describe the Atlantic fangtooth moray distribution in the Mediterranean Sea3
LiDAR and maps blend for rural decision support2
GIS as a heuristic tool to interpret ancient historiography: A case study to reconstruct what could plausibly have happened according to the accounts in New Testament texts2
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 know2
Multidimensional effects of history, neighborhood, and proximity on urban land growth: A dynamic spatiotemporal rolling prediction model (STRM)2
Remote Sensing as a Convergent Discipline: A Path Forward2
Suitability assessment of global, continental and national digital elevation models for geomorphological analyses in Italy2
Weighted distances and distance transforms on the triangular tiling2
Inter‐city association pattern recognition by constructing cultural semantic similarity network2
Navigation network derivation for QR code‐based indoor pedestrian path planning2
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