Transactions in GIS

Article	Citations
Land suitability mapping using GIS‐based ANP for residential zoning: Case research from central Iran	85
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Transferring decision boundaries onto a geographic space: Agent rules extracted from movement data using classification trees	36
EVKG: An interlinked and interoperable electric vehicle knowledge graph for smart transportation system	33
Comparing spatial interaction models and flow interpolation techniques for predicting “cold start” bike‐share trip demand	31
Remote sensing classification approach to large‐scale crop cultivation identification: A case study of the Aral Sea Basin	27
Parcel‐level evaluation of urban land use efficiency based on multisource spatiotemporal data: A case study of Ningbo City, China	27
Spatial social networks for the humanities: A visualization and analytical model	26
Issue Information	25
A digital geometry on the tetrakis square tiling—Distance and coarsening	25
Issue Information	25
A comparative assessment of machine learning methods in extracting place functionality from textual content	24
Issue Information	23
Visual analytics for diagnosing spatial interpolation models	23
User‐centered road network traffic analysis with MobilityDB	23
A deep pedestrian trajectory generator for complex indoor environments	22
Mapping the spatiotemporal patterns of beach litter on UK beaches from 2000 to 2016: An emerging hot spot analytical approach	21
Coupling human mobility and social relationships to predict individual socioeconomic status: A graph neural network approach	20
Issue Information	18
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Predicting and analyzing crime—Environmental design relationship via GIS‐based machine learning approach	17
Unraveling the relationship between coastal landscapes and sentiments: An integrated approach based on social media data and interpretable machine learning methods	17
DePNR: A DeBERTa‐based deep learning model with complete position embedding for place name recognition from geographical literature	17
Differentiating geographic movement described in text documents	16
A novel semantic recognition framework of urban functional zones supporting urban land structure analytics based on open‐source data	15

Revealing the mobile sensing powers of semi‐random and deterministic “drive‐by” vehicle fleets	15
Visual supervision of large‐scope heat source factories based on knowledge graph	15
Issue Information	15
Association rule mining of air quality through an improved Apriori algorithm: A case study in 244 Chinese cities	14
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Homomorphic encryption domain asymmetric fingerprinting scheme for 3D models of oblique photography	14
Issue Information	14
A spatially aware method for mapping movement‐based and place‐based regions from spatial flow networks	13
GIS‐based spatiotemporal analysis of forest fires in Turkey from 2010 to 2020	13
Using GIS to improve public health emergency response in rural areas during the COVID‐19 crisis: A case study of South Carolina, US	13
Issue Information	12
Multi‐unit building address geocoding: An approach without indoor location reference data	12
GIS‐enabled historiography to determine travel routes during the Western Han period via agent‐based models and least‐cost path analysis	12
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Using the T‐EFA method in a cellular automata‐based urban growth simulation's calibration step	11
A new method for automatic and accurate coded target recognition in oblique images to improve augmented reality precision	11
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Measuring metro station area's TODness: An exploratory study of Shenyang based on multi‐source urban data	11
A deep learning‐based SAR image change detection using spatial intuitionistic fuzzy C‐means clustering	10
PyCLKDE: A big data‐enabled high‐performance computational framework for species habitat suitability modeling and mapping	10
Recognition of crevasses with high‐resolution digital elevation models: Application of geomorphometric modeling and texture analysis	10
A high‐performance cellular automata model for urban expansion simulation based on convolution and graphic processing unit	10
Physically based morphostructural land surface segmentation: Case of the Alps and Western Carpathians	10
Point‐of‐interest detection from Weibo data for map updating	10
Graph distance and feature‐guided multi‐view clustering: A novel method for clustering urban buildings	10
Clustering with implicit constraints: A novel approach to housing market segmentation	9
Reconstructing spatial information diffusion networks with heterogeneous agents and text contents	9
Assessing Machine Learning Models on Temporal and Multi‐Sensor Data for Mapping Flooded Areas	9
Object tracking in surveillance video based on Siamese network considering geographical spatiotemporal constraints	9
An Automated Identification Method for Place Spoofing Toponyms	9
Advancing Large Language Models for Spatiotemporal and Semantic Association Mining of Similar Environmental Events	9
Creating open source composite geocoders: Pitfalls and opportunities	9
Geostatistics‐Based Inverse Distance Weighted Interpolation Method for Geological Boreholes	9
YOLOv8‐DBW: An Improved High‐Accuracy Fast Landslide Detection Model	9
Characteristics and Prediction of the Dynamic Processes of Snow‐ and Ice‐Related Hazards in the Rangda Catchment, Southeastern Tibetan Plateau	8
Geographical Graph Attention Networks: Spatial Deep Learning Models for Spatial Prediction and Exploratory Spatial Data Analysis	8
GIS‐Based Platform for Near Real‐Time Prediction of Mosquito Distribution	8
Organizing, Transmitting, and Accessing Vector Data in DGGS Based on Progressive Tile Structure	8
Assessment of Potential Complementarity of Pumped Hydropower Storage to Solar and Wind Energy	8
A Knowledge‐Guided Spatio‐Temporal Correlation Measure Considering Rules and Dependency Syntax for Knowledge Graph Adaptive Representation	8
Accuracy of vacant housing detection models: An empirical evaluation using municipal and national census datasets	8
Post‐Truth GIS	8
Influence of geographical determinants on the spatial distribution of positioning uncertainties in mobile phone location data	7
Applications of geospatial big data in the Internet of Things	7
GIScience and neighborhood change: Toward an understanding of processes of change	7
Spatial multi‐objective optimization of primary healthcare facilities: A case study in Singapore	7
Identification and analysis of urban influential regions using spatial interaction networks	7
Theseus: A framework for managing knowledge graphs about geographical divisions and their evolution	7
Ecological indicators from spatial statistics to describe the Atlantic fangtooth moray distribution in the Mediterranean Sea	7
Geomorphometry and microelectronic metrology: Converged realms	7

Ubiquitous geographic information in the emergent Metaverse	7
Dynamic spatio‐temporal flow modeling with raster DEMs	7
Geospatial socio‐economic/demographic data: The existence of spatial autocorrelation mixtures in georeferenced data—Part I	7
Effects of reverse geocoding on OpenStreetMap tag quality assessment	7
Implementation of 3D spatial planning through the integration of the standards	7
Human perception evaluation system for urban streetscapes based on computer vision algorithms with attention mechanisms	6
Terraces mapping by using deep learning approach from remote sensing images and digital elevation models	6
There is no way! Ternary qualitative spatial reasoning for error detection in map data	6
Design and development of a web‐based interactive twin platform for watershed management	6
Spatial prediction of poverty in Gauteng province (South Africa) in‐between Censuses using land use datasets	6
Understanding impact of urban sprawl over sanitation risks using GIS‐based multicriteria decision‐making approach	6
Correctness Comparison of ChatGPT‐4, Gemini, Claude‐3, and Copilot for Spatial Tasks	6
An explanatory spatio‐temporal pattern analysis of the fruit industry in Xinjiang, China, between 1988 and 2017	6
An improved method for urban Walk Score calculation considering perception of the street environment	6
Length L‐function for network‐constrained point data	6
City Influence Network: Mining and Analyzing the Influence of Chinese Cities Based on Social Media	6
A Visibility‐Based Multitree of a Space Subdivision for Indoor Localization	6
Cover Image	6
Polygonal simplification and its use in DEM generalization for land surface segmentation	6
Investigating the Potential of Nighttime Light Data to Estimate Travel Demand	6
DeepSSN: A deep convolutional neural network to assess spatial scene similarity	6
An ontology‐based semantic description model of ubiquitous map images	6
Issue Information	6
Spatiotemporal multiscale diagnosis model to proactively respond to the multi‐country monkeypox virus outbreak in 2022	6
Geographic information system data considerations in the context of the enhanced bathtub model for coastal inundation	5
Incorporating spatial autocorrelation into house sale price prediction using random forest model	5
Madograms help to quantify mountain frontal zones—An approach towards comparative spatial analysis of complex landforms	5
Exploring the spatiotemporal characteristics of intracity travels by time series clustering: A case study of Beijing	5
A review of GIS methodologies to analyze the dynamics of COVID‐19 in the second half of 2020	5
Issue Information	5
Building function classification in Nanjing, China, using deep learning	5
Does Mobility Drive Language Use? A Dual‐Spatialization Perspective	5
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Mapping regions with partially defined boundaries	5
Efficient building facade structure extraction method using image‐based laser point cloud	5
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Building fuzzy areal geographical objects from point sets	5
Do image resolution and classifier choice impact island biogeographical parameters of terrestrial islands?	5
Traffic volume prediction for scenic spots based on multi‐source and heterogeneous data	5
High‐Accuracy Geological Deformation Monitoring Through Unmanned Aerial Vehicle Image Registration Without Control Points	5
The max‐p‐compact‐regions problem	5
Spatio‐temporal neural network for taxi demand prediction using multisource urban data	5
Cover Image	5
fsr: An R package for fuzzy spatial data handling	5
Issue Information	5
Scale‐oriented temporal analysis of movement data: A series‐based approach	5
A gaze‐based interaction method for large‐scale and large‐space disaster scenes within mobile virtual reality	5
Unsupervised Change Detection Methods Applied to Landslide Mapping: Case Study in São Sebastião, Brazil	5
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From auxiliary data to research prospects, a review of gridded population mapping	5
3D building model simplification method considering both model mesh and building structure	5
Issue Information	5
A novel framework for detecting non‐recurrent road traffic anomalies by combining a temporal graph convolutional network and hierarchical time memory detector	4
Reading vector data more efficiently: Assessing performance of the OGR simple feature library	4
Issue Information	4
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A spatially dynamic network algebra	4
Evaluating the Enhanced Bathtub Model for Coastal Flood Risk Assessment in Table Bay, South Africa	4
Assessing the effects of centroid assignment methods on measuring spatial accessibility	4
Cover Image	4
Modeling urban regions: Comparing random forest and support vector machines for cellular automata	4
Illustrating a Splatial Framework to Aging: Absolute, Relative, Relational, and Mental Space in Singapore	4
Jointly modeling bus and taxi ridership: A Bayesian multivariate spatial analysis accounting for cross‐ridership correlation	4
A hierarchical spatio‐temporal object knowledge graph model for dynamic scene representation	4
Crowd sensing and spatiotemporal analysis in urban open space using multi‐viewpoint geotagged videos	4
Simulating urban land‐use change based on the multi‐hierarchal planning–environment interaction process	4
A Two‐Step Approach to Extracting Sandy Beaches Through Integrating Spatial Semantic Information From Open‐Source Geospatial Datasets	4
Issue Information	4
Comparative Study on Continuous and Discontinuous Dorling Maps	4
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Automated Generalization of Contour Cluster Considering Multi‐Scale Structural Similarity Relations	4
A high‐efficiency global model of optimization design of impervious surfaces for alleviating urban waterlogging in urban renewal	4
Political Districts Versus Customized Polygons: Implementing Geographic Tessellation Stratified Random Sampling	4
Adaptive digital elevation models construction method based on nonparametric regression	4
Mining public behavior patterns from social media data during emergencies: A multidimensional analytical framework considering spatial–temporal–semantic features	4
Travel mode classification based on GNSS trajectories and open geospatial data	4
DeepIndoorCrowd: Predicting crowd flow in indoor shopping malls with an interpretable transformer network	4
Knowledge‐driven spatial competitive intelligence for tourism	4
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Multi‐Criteria Decision Analysis‐Based Solutions for the Installation of Photovoltaic (PV) Solar Power Plants in an Energy Deficit State of India: An Effort Toward SDG‐7 (Afforda	4

GIScience research at the 2021 Esri User Conference	4
Symbolic and subsymbolicGeoAI: Geospatial knowledge graphs and spatially explicit machine learning	4
Blindness and vision loss in Japan: A spatio‐temporal analysis	4
Parametric Modeling Method for 3D Symbols of Fault Structures	4
Enhanced calendar support for temporal datacube queries	4
Issue Information	4
Knowledge‐guided digital twin modeling method of generating hierarchical scenes for a high‐speed railway	4
Research on assimilation simulation of chlorophyll a concentrations in a virtual geographic environment	4
Quantifying the spatial associations among terrain parameters from digital elevation models	4
The forecast and low‐carbon performance of land use in rapid urbanization area under the low‐carbon oriented spatial planning: Evidence from Hangzhou, China	3
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A deep learning method for creating globally applicable population estimates from sentinel data	3
Explainable artificial intelligence in the spatial domain (X‐GeoAI)	3
An improved optimization model for crowd evacuation considering individual exit choice preference	3
Linear feature conflation: An optimization‐based matching model with connectivity constraints	3
An investigation into longitudinal forms of gullies within the “Grand Canyon” of Bengal, Eastern India	3
Improving data quality of smartphone‐based activity–travel survey: A framework for data post‐processing	3
Issue Information	3
Landslide Knowledge Representation Based on Hypergraph Theory	3
Travel time errors caused by geomasking might be different between transportation modes and types of urban area	3
Object‐based large‐scale terrain classification combined with segmentation optimization and terrain features: A case study in China	3
Market area analysis with a focus on the spatial relationship between sites and their visitors	3
Modelling underground cadastral survey data in CityGML	3
HTile: A high‐performance real‐time raster tile service with data‐fusion and data‐hiding approaches	3
GeoAI in the US Geological Survey for topographic mapping	3
Optimal interpolation method to predict the bathymetry of Saldanha Bay	3
Disambiguating spatial prepositions: The case of geo‐spatial sense detection	3
Refined landslide inventory and susceptibility of Weining County, China, inferred from machine learning and Sentinel‐1 InSAR analysis	3
Combining error models to reduce the imprecision of geometric length measurement in vector databases	3
A comparison of obfuscation methods used for privacy protection: Exploring the challenges of polygon data in agricultural research	3
Comparison of digital elevation models through the analysis of geomorphic surface remnants in the Desatoya Mountains, Nevada	3
Reallocation model in land consolidation using multi‐objective particle swarm optimization dealing with landowners' rights	3
Spatiotemporal stacking method with daily‐cycle restrictions for reconstructing missing hourly PM2.5 records	3
Complex adaptive blended learning for higher GIS education: A theory‐driven pedagogy moving forward after the pandemic	3
Understanding the correlation between destination distribution and urban built environment from taxi GPS data	3
A deep trajectory clustering method based on sequence‐to‐sequence autoencoder model	3
Accurate calculation method of terrain viewshed for wireless signal as line of sight	3
Multimodal travel‐time maps with formally correct and schematic isochrones	3
GIS.LSP: A soft computing logic method and tool for geospatial suitability analysis	3
Adaptive Multi‐View Neural Network for Network‐Wide and Segment‐Wise Traffic Speed Estimation With Heterogeneous Missing Cases	3
Interactive analysis of big geospatial data with high‐performance computing: A case study of partisan segregation in the United States	3
Combination of hyperspectral and LiDAR for aboveground biomass estimation using machine learning	3
Investigating factors in indoor transmission of respiratory disease through agent‐based modeling	3
QuadGridSIM: A quadrilateral grid‐based method for high‐performance and robust trajectory similarity analysis	3
Adapting moving‐window metrics to vector datasets for the characterization and comparison of simulated urban scenarios	3
A geographically partitioned cellular automata model for the expansion of residential areas	3
Street‐level traffic flow and context sensing analysis through semantic integration of multisource geospatial data	3
Integrating drones, participatory mapping and GIS to enhance resiliency for remote villages	3
Development of sustainable wetland management strategies by using the analytical hierarchy process and web‐based GIS: A case study from Turkey	3
Wemap‐based direction model for individuals with limited spatial orientation skills	3
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ChineseTR: A weakly supervised toponym recognition architecture based on automatic training data generator and deep neural network	3
Incorporating spatial information in machine learning: The Moran eigenvector spatial filter approach	3
Delineation of basins and hills by Morse theory and critical nets	3
A multi‐scale partitioning and aggregation method for large volumes of buildings considering road networks association constraints	3
Valuation of socio‐economic indicators for progressing urban sustainability under distinctive rubrics	3
Flood susceptibility assessment using hybrid machine learning and remote sensing in Quang Tri province, Vietnam	3
Temporal analysis of desertification vulnerability in Northeast Brazil using Google Earth Engine	3
Multimodal learning with only image data: A deep unsupervised model for street view image retrieval by fusing visual and scene text features of images	2
Drawing metro maps in concentric circles: A designer‐in‐the‐loop approach with visual examples	2
Issue Information	2
Understanding China's resumption of work and production during the critical period of COVlD‐19 based on multi‐source data	2
The accessibility analysis of multiple public facilities in the central urban areas based on multi‐transportation modes: A study in Chengdu	2
Estimating traffic speed and speeding using passively collected big mobility data and a distributed computing framework	2
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GIScience research at the 2022 Esri User Conference	2
Assessment of Urban Environmental Quality by Socioeconomic and Environmental Variables Using Open‐Source Datasets	2
Analysis of urban agglomeration structure through spatial network and mobile phone data	2
Validation of Regional Positioning Service User Connections as Support in Update Cartography	2
Integrating GIS and location modeling: A relational approach	2
Issue Information	2
Road intersection identification from crowdsourced big trace data using Mask‐RCNN	2
Fine‐scale simulation of spatial population distribution by coupling GA–ABM and big data: A case study of Dongguan, China	2
Operationalizing places in GIScience: A review	2
gsstSIM: A high‐performance and synchronized similarity analysis method of spatiotemporal trajectory based on grid model representation	2
Emotive facets of place meet urban analytics	2
The next layer: Towards open pedagogy in geospatial education	2
Identification of drainage patterns using a graph convolutional neural network	2
Integrating GRASS GIS and Jupyter Notebooks to facilitate advanced geospatial modeling education	2
Do Blue Light Filters Reduce Visual Fatigue When Using Digital Maps? An Eye Tracking Experiment to Promote Vision Health	2
MapSafe: A complete tool for achieving geospatial data sovereignty	2
Investigation of Water Quality in Izmir Bay With Remote Sensing Techniques Using NDCI on Google Earth Engine Platform	2
Multi‐Row Labeling With Semantic Analysis: A Case Study on Chinese POIs	2
Towards a spatio‐temporal multicriteria evaluation method: A suitability analysis of residential units in a 3D urban environment	2
Taking Stock	2
A planar graph cluster‐routing approach for optimizing medical waste collection based on spatial constraint	2
Trailer allocation and truck routing using bipartite graph assignment and deep reinforcement learning	2
A web text mining approach for the evaluation of regional characteristics at the town level	2
A topological model of trajectories with road network space	2
Exploring the relationships between perceived neighborhood boundaries and street network orientation	2
Analysis of the Surface Urban Heat Island Effect and the Spatiotemporal Heterogeneity of Its Driving Factors	2
Improving OpenStreetMap missing building detection using few‐shot transfer learning in sub‐Saharan Africa	2
Spatial Optimization of Urban Free‐Floating Bike Sharing Using the Regionalization‐Routing‐NSGA‐II Model	2
Overcoming unreported violence using place‐based ambulance data: The case for mapping hotspots based on health data for crime prevention initiatives	2
Issue Information	2