Transactions in GIS

Article	Citations
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Theseus: A framework for managing knowledge graphs about geographical divisions and their evolution	37
Association rule mining of air quality through an improved Apriori algorithm: A case study in 244 Chinese cities	32
Post‐Truth GIS	30
Energy‐Efficient Local Path Planning for Lunar Rovers Using Fuzzy Dynamic Window Approach	27
Revealing the mobile sensing powers of semi‐random and deterministic “drive‐by” vehicle fleets	25
Assessment of Potential Complementarity of Pumped Hydropower Storage to Solar and Wind Energy	25
Spatiotemporal Changes in Urban Water Resources: A Comparative Study of Geospatial and Remote Sensing Tools and Techniques	21
An Automated Identification Method for Place Spoofing Toponyms	21
Traffic volume prediction for scenic spots based on multi‐source and heterogeneous data	20
PointConv ‐ AE : A Multi‐Stage Model for Building Simplification in Vector Maps	19
Surface Flowing Waters Covered Areas From the Cadastre Database as a Source for the National Spatial Water Database—Case Study	19
Comprehensive Identification of Land Use Conflicts and Performance of Control Policies—A Case Study of Yangtze River Delta Urban Agglomeration	17
Method for Extracting the Backbone of Urban Population Mobility Networks From an Interday Similarity Perspective	17
Quality Issues in Crowdsourced Mapping: Microtask Aggregation in the Humanitarian OpenStreetMap Team Tasking Manager	17
GIS ‐Based Platform for Near Real‐Time Prediction of Mosquito Distribution	17
Machine Learning–Driven Analysis of Rangeland Influence on Lake Water Conditions Using Multisensor Sentinel‐2 and Landsat 8 Integration	16
RoadSegDiff : A Conditional Diffusion Model With Channel Attention Fusion for Road Extraction From Remote Sensing Images	16
Exploring Nonlinear and Interactive Influences of Built Environment on Metro‐To‐Bus Transfer Behavior	16
Incorporating Flow Direction as a Physical Prior in Graph Networks: A Directed Temporal Graph Convolutional Network for Enhanced Water Quality Forecasting in Lake Basins	16
Can AI Observe Geographical Space? GVSABench For Evaluating Geo‐Visuospatial Ability of Large Multimodal Models	16
Length L‐function for network‐constrained point data	15

Spatial Heterogeneity of Dominant Controlling Factors for Seismic Landslide Susceptibility Zones: A Case Study of the Barkam Earthquake	15
DePNR: A DeBERTa‐based deep learning model with complete position embedding for place name recognition from geographical literature	15
Enhancing Landslide Susceptibility and Dynamic Exposure Assessment Using Interpretable Machine Learning: A Case Study of the Qinba Mountain Area, China	15
Constructing the Street Environment Composite Metric for Property Valuation: A Hybrid Approach Using Semantic Segmentation and Spatial Statistics	15
GIS ‐Based FUCOM Method for Assessing Land Suitability for Almond Cultivation in Midyat, Southeastern Türkiye	14
Correctness Comparison of ChatGPT‐4, Gemini, Claude‐3, and Copilot for Spatial Tasks	14
A deep learning‐based SAR image change detection using spatial intuitionistic fuzzy C‐means clustering	14
High‐Accuracy Geological Deformation Monitoring Through Unmanned Aerial Vehicle Image Registration Without Control Points	14
Constructing a Resource Network for Data–Model Associative Retrieval and Recommendation in Geographic Modeling	13
Crowd sensing and spatiotemporal analysis in urban open space using multi‐viewpoint geotagged videos	13
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Illustrating a Splatial Framework to Aging: Absolute, Relative, Relational, and Mental Space in Singapore	12
Leveraging Space Filling Curves for Efficient Storage and Processing of Spatial Data in the Data LakeHouse	12
Geographic information system data considerations in the context of the enhanced bathtub model for coastal inundation	12
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A Verifiable and Traceable Asymmetric Fingerprinting Scheme for Encrypted 3D Models of Oblique Photography	12
A Two‐Step Approach to Extracting Sandy Beaches Through Integrating Spatial Semantic Information From Open‐Source Geospatial Datasets	12
Hybrid CA –Deep Learning Model for 3D Urban Growth Simulation	12
Mapping Rural Housing Modernization From Rural Street‐View Images Using Vision‐Language Models	11
Validation of Regional Positioning Service User Connections as Support in Update Cartography	11
Modeling Multidimensional and Spatial Poverty‐Exit Potential With Fuzzy Logic and Explainable Machine Learning: Evidence From Tunisia	11
Profiling Urban Functional Regions With POI and Wi‐Fi Data: A Dual‐Entropy Approach and Demographic Analysis	11
Adaptive Multi‐View Neural Network for Network‐Wide and Segment‐Wise Traffic Speed Estimation With Heterogeneous Missing Cases	11
Political Districts Versus Customized Polygons: Implementing Geographic Tessellation Stratified Random Sampling	11
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 China	10
Balancing Privacy and Credibility in High‐Definition Maps: A Zero‐Knowledge Watermarking Algorithm Based on Compressed Sensing	10
Landslide Identification From Sentinel‐ 2A Imagery Based on the SegFormer Model	10
Identification of drainage patterns using a graph convolutional neural network	10
MapSafe: A complete tool for achieving geospatial data sovereignty	10
Landslide Inventory Mapping in the Upper Minjiang River, Eastern Tibetan Plateau, Using Multi‐Source Satellite Remote Sensing	10
Complex adaptive blended learning for higher GIS education: A theory‐driven pedagogy moving forward after the pandemic	10
Analysis of the Surface Urban Heat Island Effect and the Spatiotemporal Heterogeneity of Its Driving Factors	10
Spatial Interpolation With Locally Varying Anisotropy Using Deep Neural Networks	9
Flooding in the Tamanduateí River Hydrographic Basin: A Spatial and Multifactorial Analysis	9
Analysis of accessibility to hierarchical healthcare facilities in urban area: A case study in Shanghai	9
Exploring the spatiotemporal relationships between search flows and travel flows	9
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A GIS ‐ BIM ‐Based Multi‐Criteria Decision Support System for Property Evaluation	9
A spatial model for the representation of emotional landscapes	9
Knowledge‐Guided Automated Cartographic Generalization Process Construction: A Case Study Based on Map Analysis of Public Maps of China	9
Multiscale Geographically Weighted Regression Considering Boundary Effects	9
Predicting Protests and Riots in Urban Environments With Satellite Imagery and Deep Learning	9
Improving pixel‐based classification of GRASS GIS with support vector machine	9
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The Impact of Geocoding Uncertainty on Crime Hotspot Prediction	9
A new disease mapping method for improving data completeness of syndromic surveillance with high missing rates	8
Temporally and Spatially Adaptive Models for Estimating Transient Urban Populations: Integrating Interpolation Techniques With Spatial Criteria	8
Hydraulic reconstruction of giant paleolandslide‐dammed lake outburst floods in high‐mountain region, eastern Tibetan Plateau: A case study of the Upper Minjiang River valley	8
LLM ‐ GeoTextCog : A Cognitive Enhancement Framework for Geospatial Scene Understanding in Geographic Texts Using Larg	8
Flood susceptibility modeling by integrating tree‐based regression with metaheuristic algorithm, BWO	8

Optimized convolutional neural network for land cover classification via improved lion algorithm	8
Mapping urban large‐area advertising structures using drone imagery and deep learning‐based spatial data analysis	8
Negotiation‐Aware Optimization Approach for Multi‐Stakeholder Agricultural Land Reallocation: A Case Study in Iran	8
sandwichr: Spatial prediction in R based on spatial stratified heterogeneity	8
Fine‐scale simulation of spatial population distribution by coupling GA–ABM and big data: A case study of Dongguan, China	8
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Interactive visual query of density maps on latent space via flow‐based models	8
Research data infrastructures in environmental sciences—Challenges and implementation approaches focusing on the integration of software components	8
The Impact of Inquiry‐Based Learning Activities Supported by Geographical Information Systems on the Academic Achievement, Attitudes, and Geography Literacy of Students	8
Exploring the Convergence of Cyber–Physical Space: Multidimensional Modeling of Overtourism Interactions	8
Probability Assessment of Potential Landslides Under the Coupling of Earthquake and Rainfall—A Case Study of Zhouqu Area, Gansu Province, China	8
Assessing the Impact of Spatial Resolution and Hyperparameters on Automatic Agricultural Parcel Delineation Using the Segment Anything Model With Multi‐Resolution and Super‐Resolved Satellite Imagery	7
A Multi‐View Spatio‐Temporal Learning Model for the Co‐Prediction of Multimodal Origin–Destination Travel Demand	7
Enhancing the Understanding of Urban Street Perception With LLM s and Street View Imagery	7
Does Linus' Law Apply to Data Quality in Volunteered Street View Imagery (VSVI)? Mechanisms Contributing to VSVI Data Quality Improvement for Environmental Audits	7
DGAG: A Novel Approach That Detects Green Areas With Geolocation From Large‐Scale Satellite Imaging Instance Segmentation and GIS Application	7
A Suitability Evaluation Data Structure and Its Generation Method for Urban Underground Space Development Based on an Improved Generalized Tri‐Prism Model	7
RMCVI : A Refined Urban Vitality Perception Index Considering Mountain Characteristics	7
Calibration of 2SFCA and i2SFCA : A Case Study in Shenzhen, China Based on Online Physician Appoin	7
Advancing Urban Carbon Emission Downscaling to 1 km Resolution: A Deep Learning‐Based Socio‐Economic‐Environmental ( SEE ) Framework	7
Integration of LADM and TUCBS Based on SDG 11 I	7
Geoscience Knowledge Graph (GeoKG): Development, construction and challenges	7
Uncertainty in Generalization: A Comparative Analysis of Selection/Elimination by Algorithms and Cartographers	7
Uncovering Spatio‐Temporal Activity Patterns of Staying Behavior of Pedestrian Explorers Using Mobile Phone Navigation Trajectory	7
Real‐time fusion of multiple videos and 3D real scenes based on optimal viewpoint selection	7
Automatic Building Aggregation Supported by Knowledge Graph	7
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Supervised Learning for Positional Accuracy Improvement of Historical Maps: A Systematic Comparison and Validation	7
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A site selection framework for urban power substation at micro‐scale using spatial optimization strategy and geospatial big data	7
Optimizing the Location and Size of Emergency Medical Service Stations in Urban–Rural Regions: A Case Study of Zhengzhou, China	7
Deep Learning‐Based Building Change Detection in Off‐Nadir Images via a Pixel‐Wise and Patch‐Wise Fusion Strategy	7
A building polygonal object matching method based on minimum bounding rectangle combinatorial optimization and relaxation labeling	7
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Solving location‐allocation problems with professional optimization software	7
Evaluation of Six Local Climate Zones Mapping Methods to Determine the Most Accurate LCZ Classification Method for UHI	7
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Applicability of spatial planning system package for the LADM Turkey country profile	7
The Impact Process and Mechanism of Typhoon‐Induced Heavy Precipitation on China's Railway Network: A Case Study of Typhoon in‐Fa	6
A hierarchical spatial unit partitioning approach for fine‐grained urban functional region identification	6
Spatiotemporal Patterns and Driving Mechanism Analysis of Enterprise Illegal Land Use and Land Resource Misallocation Based on Multi‐Source Inspectorate Data	6
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A Deep Reinforcement Learning Methodology to Balance Geoprivacy and Local Search Utility in Location‐Based Services	6
PyGRF: An Improved Python Geographical Random Forest Model and Case Studies in Public Health and Natural Disasters	6
Spatial Interpolation in the Presence of Spatial Stratified Heterogeneity: Stratified Kriging or Ordinary Kriging?	6
Why It's So Hard to Match Residence Addresses to Census Blocks—And How to Fix It	6
Combining Three‐Dimensional Building Indicators With SDGSAT ‐1 Nighttime Light Data for Poverty Identification—A Case Study in Jiangxi, China	6
A Location Model for Air–Ground Intermodal VTOL Vertiports Network Integrating Crowd Origin–Destination Flows: A Case Study in Nanjing	6
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Quantitative Identification of Mixed Urban Functions: A Probabilistic Approach Based on Physical and Social Sensing Data	6
Understanding Residential Address Patterns in Urban and Rural Areas: A Machine Learning Approach	6
Multi‐Reference External Validation of Synthetic Aperture Radar Flood Mapping in Hanoi With Volunteered Geographic Information–Based Infrastructure Exposure Assessment	6
Downscaling Urban Disaster Resilience: Toward Building‐Scale Geo‐Information Modeling and Machine Learning‐Assisted Resilience Knowledge Systems	6
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UAV Task Assignment and Path Planning: Problem Definition, Integration, and Challenges	5
A Cloud‐Based Geoprocessing Platform Based on Extended OGC API ‐Processes Standard and PyQGIS	5
Spatial multi‐objective optimization of primary healthcare facilities: A case study in Singapore	5
A Real‐Time Data‐Driven Cycling Routing Approach: A Case Study in Singapore	5
Scale‐oriented temporal analysis of movement data: A series‐based approach	5
Effects of reverse geocoding on OpenStreetMap tag quality assessment	5
A planar graph cluster‐routing approach for optimizing medical waste collection based on spatial constraint	5
Modeling population distribution: A visual and quantitative analysis of gradient boosting and deep learning models for multi‐output spatial disaggregation	5
Establishment and Application of Natural Hazards Database Based on Remote Sensing and GIS : From Hazard Modeling to Risk‐Informed Decision Making	5
Using GIS to improve public health emergency response in rural areas during the COVID‐19 crisis: A case study of South Carolina, US	5
Overcoming unreported violence using place‐based ambulance data: The case for mapping hotspots based on health data for crime prevention initiatives	5
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A GIS Method to Analyze Trajectories of Gross Changes Through Multiple Temporal Resolutions With an Application to Brazilian Soybean Cultivation	5
Regime Mismatch in US Introductory GIS Education: A Syllabus Analysis of Curricular Legitimacy	5
Application of XDraw Algorithm to Diffraction Modeling Using 3D Vector Building Data	5
Multi‐unit building address geocoding: An approach without indoor location reference data	5
Enhancing Reverse Geocoding With Weather Data: Modeling Human Check‐In Behavior in California and New York for Smart Cities	5
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Measuring metro station area's TODness: An exploratory study of Shenyang based on multi‐source urban data	5
Disambiguating spatial prepositions: The case of geo‐spatial sense detection	5
Omni Geometry Representation Learning Versus Large Language Models for Geospatial Entity Resolution	5

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Knowledge‐driven spatial competitive intelligence for tourism	5
An Intelligent Bridge Construction Progress Management Method Combining an Improved YOLO v5s Model and 3 D GIS	5
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GIS‐enabled historiography to determine travel routes during the Western Han period via agent‐based models and least‐cost path analysis	5
A Workflow of Deep Models With Concept Learning and Domain‐Specific Attention for Change Detection in Vector Building Footprints	5
A Crater Landmark Spatial Information Matching‐Based Non‐Parametric Approach for Autonomous Absolute Localization of Lunar Rovers	5
HelpsKG : Semi‐Automatic Construction of Housing Exploration LPG GDBMS With Knowledge Graph	5
Coupling human mobility and social relationships to predict individual socioeconomic status: A graph neural network approach	5
Interchangeable or Inconsistent? A Comparative Analysis of Web Routing Services for Pedestrian Accessibility	5
Visual supervision of large‐scope heat source factories based on knowledge graph	5
HTile: A high‐performance real‐time raster tile service with data‐fusion and data‐hiding approaches	5
Combination of hyperspectral and LiDAR for aboveground biomass estimation using machine learning	5
A holistic approach proposal for 3D underground land management (3D ULA) in Turkey: The case of utility network	5
A Hybrid Method for Measuring Land‐Cover Transformations: A Study of Famagusta Sprawl	5
Assessing the Potential of Agrivoltaics for Clean Energy Transition in Semi‐Arid Rajasthan, India	5
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Geographical Graph Attention Networks: Spatial Deep Learning Models for Spatial Prediction and Exploratory Spatial Data Analysis	5
Wemap‐based direction model for individuals with limited spatial orientation skills	5
Geostatistics‐Based Inverse Distance Weighted Interpolation Method for Geological Boreholes	5
Knowledge‐guided digital twin modeling method of generating hierarchical scenes for a high‐speed railway	5
Evaluating Urban Land Resource Carrying Capacity With Geographically Weighted Principal Component Analysis: A Case Study in Wuhan, China	4
A GCN‐Transformer Based Spatial–Temporal Data Prediction Method for Location‐Fixed Heterogeneous Monitoring Sensor Network: A Case Study of Dam Seepage Safety Monitoring	4
Correction to ‘Open source map matching with Markov decision processes: A new method and a detailed benchmark with existing approaches’	4
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Estimating traffic speed and speeding using passively collected big mobility data and a distributed computing framework	4
Understanding patterns and competitions of short‐ and long‐term rental markets: Evidence from London	4
Moving CyberGIS education forward: Knowing what matters and how it is decided	4
The integration of GIS location‐based APIs and urban growth modeling for improved geographic access to hospital services	4
Geo‐ MAG : A Knowledge Graph ( KG )‐enhanced Multimodal Retrieval‐Augmented Generation (	4
Mapping UX Friction: A Neural Network Approach to Analyzing Real Time Navigation Sentiment	4
Desynchronization Attacks Resistant Watermarking for Remote Sensing Images Based on DWT‐SVD and Normalized Feature Domain	4
Integrating an Improved Cohort‐Component Model With PLUS and Geospatial Big Data for Multi‐Scenario Simulation of Fine‐Scale Urban Population Distribution: A Case Study of Zhengzhou, China	4
Choosing GIS graduate programs from afar: Chinese students' perspectives	4
Deciphering Evolutionary Patterns and Multifaceted Drivers of Tibetan Buddhist Monasteries in Amdo's Tibetan Inhabited Area, China	4
A Dual‐Transformer Network for Spatiotemporal Modeling of Carbon Dioxide Column Concentration ( XCO 2	4
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Investigating the Heterogeneous Influence of Urban Environmental Characteristics on Street Crimes Through Explainable Machine Learning	4
Radiometric mapping of the Berg River estuary	4
An LLM ‐Based Method for Quality Information Extraction From Web Text for Crowed‐Sensing Spatiotemporal Data	4
Time‐Series Land Subsidence Monitoring Based on GeoDistillBERT‐BiLSTM Framework in Mine Areas	4
Rethinking GIScience Education in an Age of Disruptions	4
Assessing the Reliability of Six Land Cover Products for Cropland Identification in a Large Irrigation District in China	4
Replications as Project‐Based Learning in Geographic Information Science	4
Revealing the spatiotemporal characteristics of the general public's panic levels during the pandemic crisis in China	4
Spatial Performance Approach to Machine Learning Algorithms: A GIS ‐Based Comparison Analysis for Real Estate Valuation	4
Enhancing Artificial Neural Network Performance for Wildfire Susceptibility Mapping Using Bernstein‐Levy and Multi‐Population Differential Evolution Algorithms	4
Data Fusion of Multi‐Temporal Remote Sensing Data for Urban Growth Modeling: A Spatio‐Temporal Analysis via Google Earth Engine	4
A spatial data model for accessibility with indoor temporal changes	4
Establishment and Application of Natural Hazards Database Based on Remote Sensing and GIS : Data Acquisition, Inventory Mapping, and Knowledge Servic	4
DCKH ‐ CNN : A Multimetric Graph‐Based Convolutional Neural Network for Identifying Key Influential Nodes in Earth Sur	4
Text‐to‐SpatialSQL: A LLM Based Method for Generating Spatial SQL Queries With Geo‐Knowledge Extracted From Software User Manual	4
Enhancing the National Spatial Data Infrastructure to Support 3D Real Estate Valuation: A Case Study of GIS	4
Understanding tourists' travel behavior before, during, and after the trip with data from social media platforms	4
Geospatial AI Applications for Reducing Traffic Congestion and Guiding Planning Decisions	4
Supporting Fire Response: Advanced Spatial Data Analytics for Hydrant Access Assessment	4
Heat Stress Prediction in Glasgow: Integration of Historical Data With Machine Learning Models	4
Integrating Forestry and Local Administrative Data Using Semantic and GIS Technologies	4
A cloud‐based solution for trustless indigenous data sovereignty: Protecting Māori biodiversity management data in Aotearoa New Zealand	4