International Journal of Geographical Information Science

Papers
(The median citation count of International Journal of Geographical Information Science is 4. 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
Common mistakes in ecological niche models153
A comparative study of heterogeneous ensemble-learning techniques for landslide susceptibility mapping120
An augmented representation method of debris flow scenes to improve public perception101
Understanding the modifiable areal unit problem in dockless bike sharing usage and exploring the interactive effects of built environment factors63
A methodological framework for analysis of participatory mapping data in research, planning, and management57
Graph convolutional autoencoder model for the shape coding and cognition of buildings in maps47
A review of location encoding for GeoAI: methods and applications45
Coupling fuzzy clustering and cellular automata based on local maxima of development potential to model urban emergence and expansion in economic development zones44
Walking through the forests of the future: using data-driven virtual reality to visualize forests under climate change42
From 2SFCA to i2SFCA: integration, derivation and validation39
A geographically weighted artificial neural network38
A comparison of a gradient boosting decision tree, random forests, and artificial neural networks to model urban land use changes: the case of the Seoul metropolitan area36
Geographically and temporally neural network weighted regression for modeling spatiotemporal non-stationary relationships33
Reproducibility and replicability: opportunities and challenges for geospatial research32
A multi-view bidirectional spatiotemporal graph network for urban traffic flow imputation32
A distributed framework for extracting maritime traffic patterns29
Compliance and containment in social distancing: mathematical modeling of COVID-19 across townships29
L-function of geographical flows26
Urban expansion in Auckland, New Zealand: a GIS simulation via an intelligent self-adapting multiscale agent-based model25
An interactive detector for spatial associations25
A spatio-temporal method for crime prediction using historical crime data and transitional zones identified from nightlight imagery25
A BiLSTM-CNN model for predicting users’ next locations based on geotagged social media25
Prediction of human activity intensity using the interactions in physical and social spaces through graph convolutional networks24
GANmapper: geographical data translation24
Measuring the similarity between multipolygons using convex hulls and position graphs23
Collaborative spatial multicriteria evaluation: a review and directions for future research23
Application of a graph convolutional network with visual and semantic features to classify urban scenes22
Fractal evolution of urban street networks in form and structure: a case study of Hong Kong22
Establishing the integrated science of movement: bringing together concepts and methods from animal and human movement analysis22
Estimating urban functional distributions with semantics preserved POI embedding22
A comprehensive quality assessment framework for linear features from Volunteered Geographic Information22
Mapping monthly population distribution and variation at 1-km resolution across China21
Progress in computational movement analysis – towards movement data science20
A knowledge representation model based on the geographic spatiotemporal process20
A constraint-based approach for identifying the urban–rural fringe of polycentric cities using multi-sourced data19
A hybrid approach to building simplification with an evaluator from a backpropagation neural network19
Delineation of cities based on scaling properties of urban patterns: a comparison of three methods18
On the suitability of a unified GIS-BIM-HBIM framework for cataloguing and assessing vulnerability in Historic Urban Landscapes: a critical review18
Exploring the vertical dimension of street view image based on deep learning: a case study on lowest floor elevation estimation18
Extraction and analysis of natural disaster-related VGI from social media: review, opportunities and challenges18
GeoVisuals: a visual analytics approach to leverage the potential of spatial videos and associated geonarratives17
3D building metrics for urban morphology17
Dynamical community detection and spatiotemporal analysis in multilayer spatial interaction networks using trajectory data16
GazPNE: annotation-free deep learning for place name extraction from microblogs leveraging gazetteer and synthetic data by rules16
Aligning geographic entities from historical maps for building knowledge graphs16
Geographical information science for the United Nations’ 2030 agenda for sustainable development15
Local fuzzy geographically weighted clustering: a new method for geodemographic segmentation15
A method to evaluate task-specific importance of spatio-temporal units based on explainable artificial intelligence15
Identify urban building functions with multisource data: a case study in Guangzhou, China15
Identifying home locations in human mobility data: an open-source R package for comparison and reproducibility15
Leveraging temporal changes of spatial accessibility measurements for better policy implications: a case study of electric vehicle (EV) charging stations in Seoul, South Korea15
An adaptive detection of multilevel co-location patterns based on natural neighborhoods15
Detecting spatiotemporal extents of traffic congestion: a density-based moving object clustering approach14
Delineating urban job-housing patterns at a parcel scale with street view imagery14
Towards a training data model for artificial intelligence in earth observation14
Multiscale geographically and temporally weighted regression with a unilateral temporal weighting scheme and its application in the analysis of spatiotemporal characteristics of house prices in Beijin14
Indoor mapping and modeling by parsing floor plan images14
SNN_flow: a shared nearest-neighbor-based clustering method for inhomogeneous origin-destination flows14
Assessing COVID-induced changes in spatiotemporal structure of mobility in the United States in 2020: a multi-source analytical framework14
Land cover harmonization using Latent Dirichlet Allocation13
Discovering co-location patterns in multivariate spatial flow data13
Analysis of the spatiotemporal riding modes of dockless shared bicycles based on tensor decomposition13
RegNet: a neural network model for predicting regional desirability with VGI data13
Deriving map images of generalised mountain roads with generative adversarial networks13
Detecting interchanges in road networks using a graph convolutional network approach13
Assessing OSM building completeness using population data13
Characterizing traveling fans: a workflow for event-oriented travel pattern analysis using Twitter data13
A spatiotemporal structural graph for characterizing land cover changes13
A topic model based framework for identifying the distribution of demand for relief supplies using social media data13
The M³ massive movement model: a distributed incrementally updatable solution for big movement data exploration12
Detecting geospatial location descriptions in natural language text12
Pattern-based identification and mapping of landscape types using multi-thematic data12
Analysis of the performance and robustness of methods to detect base locations of individuals with geo-tagged social media data12
Discovering regions of anomalous spatial co-locations12
A quantitative comparison of regionalization methods12
A multi-source spatio-temporal data cube for large-scale geospatial analysis12
An exact statistical method for analyzing co-location on a street network and its computational implementation12
Transformer based named entity recognition for place name extraction from unstructured text12
Efficient regionalization for spatially explicit neighborhood delineation12
Synthesizing location semantics from street view images to improve urban land-use classification12
Graph neural networks with constraints of environmental consistency for landslide susceptibility evaluation11
The effects of sample size and sample prevalence on cellular automata simulation of urban growth11
A multi-scale representation model of polyline based on head/tail breaks11
Identifying urban growth patterns through land-use/land-cover spatio-temporal metrics: Simulation and analysis11
Development of a multiscale discretization method for the geographical detector model11
A Bayesian spatio-temporal model to analyzing the stability of patterns of population distribution in an urban space using mobile phone data11
FAIR geovisualizations: definitions, challenges, and the road ahead11
Emotional habitat: mapping the global geographic distribution of human emotion with physical environmental factors using a species distribution model11
Spatial social networks in geographic information science11
Adaptive simplification of GPS trajectories with geographic context – a quadtree-based approach10
A multicriteria optimization framework for the definition of the spatial granularity of urban social media analytics10
Urban land-use analysis using proximate sensing imagery: a survey10
A generalized heterogeneity model for spatial interpolation10
Vehicular crowd-sensing: a parametric routing algorithm to increase spatio-temporal road network coverage10
Deploying machine learning to assist digital humanitarians: making image annotation in OpenStreetMap more efficient10
A spatial model of cognitive distance in cities10
Delivering time-evolving 3D city models for web visualization9
Multiple-aspect analysis of semantic trajectories(MASTER)9
Discovery of statistically significant regional co-location patterns on urban road networks9
Context-aware movement analysis in ecology: a systematic review9
A trajectory restoration algorithm for low-sampling-rate floating car data and complex urban road networks9
Geographically and temporally weighted co-location quotient: an analysis of spatiotemporal crime patterns in greater Manchester9
Leveraging parallel spatio-temporal computing for crime analysis in large datasets: analyzing trends in near-repeat phenomenon of crime in cities9
A generic encoding and operation scheme for mixed aperture three and four hexagonal discrete global grid systems8
Urban traffic flow prediction: a dynamic temporal graph network considering missing values8
A narrative analysis of the 2SFCA and i2SFCA methods8
Assessing and benchmarking 3D city models8
GIS-KG: building a large-scale hierarchical knowledge graph for geographic information science8
r.survey: a tool for calculating visibility of variable-size objects based on orientation8
Spatially–encouraged spectral clustering: a technique for blending map typologies and regionalization8
Loosening the grid: topology as the basis for a more inclusive GIS8
On the notion of ‘bandwidth’ in geographically weighted regression models of spatially varying processes8
Reasoning over higher-order qualitative spatial relations via spatially explicit neural networks8
STICC: a multivariate spatial clustering method for repeated geographic pattern discovery with consideration of spatial contiguity8
Decentralized geoprivacy: leveraging social trust on the distributed web8
Quantifying historical landscape change with repeat photography: an accuracy assessment of geospatial data obtained through monoplotting8
A data relocation approach for terrain surface analysis on multi-GPU systems: a case study on the total viewshed problem8
An integrated method for DEM simplification with terrain structural features and smooth morphology preserved8
Integration of Internet search data to predict tourism trends using spatial-temporal XGBoost composite model8
Spatial machine-learning model diagnostics: a model-agnostic distance-based approach8
Density-based clustering for bivariate-flow data7
Research themes of geographical information science during 1991–2020: a retrospective bibliometric analysis7
A machine learning approach to extracting spatial information from geological texts in Chinese7
Semantic trajectory segmentation based on change-point detection and ontology7
A cost-effective algorithm for calibrating multiscale geographically weighted regression models7
Using vertices of a triangular irregular network to calculate slope and aspect7
NEAT approach for testing and validation of geospatial network agent-based model processes: case study of influenza spread7
Extracting knowledge from legacy maps to delineate eco-geographical regions7
Enriching the metadata of map images: a deep learning approach with GIS-based data augmentation7
Attributing pedestrian networks with semantic information based on multi-source spatial data7
A random forest classifier with cost-sensitive learning to extract urban landmarks from an imbalanced dataset7
Measuring hub locations in time-evolving spatial interaction networks based on explicit spatiotemporal coupling and group centrality7
Applying frequent-pattern mining and time geography to impute gaps in smartphone-based human-movement data7
Assessing the suitability of urban-oriented land cover products for mapping rural settlements7
Benford’s law and geographical information – the example of OpenStreetMap6
Efficient cell navigation methods and applications of an aperture 4 hexagonal discrete global grid system6
A method for finding least-cost corridors with reduced distortion in raster space6
An experimental analysis of least-cost path models on ordinal-scaled raster surfaces6
A spatiotemporal data model and an index structure for computational time geography6
Exact space–time prism of an activity program: bidirectional searches in multi-state supernetwork6
Complexity-based matching between image resolution and map scale for multiscale image-map generation6
The effect of intra-urban mobility flows on the spatial heterogeneity of social media activity: investigating the response to rainfall events6
Dynamic optimization models for displaying outdoor advertisement at the right time and place6
Connecting family trees to construct a population-scale and longitudinal geo-social network for the U.S6
The Openshaw effect6
Cost distances and least cost paths respond differently to cost scenario variations: a sensitivity analysis of ecological connectivity modeling6
Using information entropy and a multi-layer neural network with trajectory data to identify transportation modes6
Space-time prisms on a sphere with applications to long-distance movement6
Why did a vehicle stop? A methodology for detection and classification of stops in vehicle trajectories6
A comparison of neighbourhood relations based on ordinary Delaunay diagrams and area Delaunay diagrams: an application to define the neighbourhood relations of buildings6
Linking the cognitive load induced by route instruction types and building configuration during indoor route guidance, a usability study in VR6
A knowledge-guided visualization framework of disaster scenes for helping the public cognize risk information5
Impacts of spatiotemporal resolution and tiling on SLEUTH model calibration and forecasting for urban areas with unregulated growth patterns5
Templates of generic geographic information for answering where-questions5
A georeferenced graph model for geospatial data matching by optimising measures of similarity across multiple scales5
Visions of time in geospatial ontologies from Indigenous peoples: a case study with the Eastern Cree in Northern Quebec5
Geospatial data conflation: a formal approach based on optimization and relational databases5
Interpretable machine learning for analysing heterogeneous drivers of geographic events in space-time5
A small area index of gentrification, applied to New York City5
Detecting country of residence from social media data: a comparison of methods5
Automatic measurement of building setbacks and streetscape widths and their spatial variability along streets and in plots: integration of streetscape skeletons and plot geometry5
To racketeer among neighbors: spatial features of criminal collaboration in the American Mafia5
Measuring shallow-water bathymetric signal strength in lidar point attribute data using machine learning5
A multiscale measure of spatial dependence based on a discrete Fourier transform5
A hybrid data model for dynamic GIS: application to marine geomorphological dynamics4
Visual attention-guided augmented representation of geographic scenes: a case of bridge stress visualization4
Deep convolutional autoencoder for urban land use classification using mobile device data4
Space-time disease mapping by combining Bayesian maximum entropy and Kalman filter: the BME-Kalman approach4
Spatiotemporal effects of climate factors on childhood hand, foot, and mouth disease: a case study using mixed geographically and temporally weighted regression models4
A geometry-aware attention network for semantic segmentation of MLS point clouds4
Developing an integrated approach to validate 3D ownership spaces in complex multistorey buildings4
A Siamese neural network for learning the similarity metrics of linear features4
Qualitative-geometric ‘surrounds’ relations between disjoint regions4
Explainable GeoAI: can saliency maps help interpret artificial intelligence’s learning process? An empirical study on natural feature detection4
Updating and backdating analyses for mitigating uncertainties in land change modeling: a case study of the Ci Kapundung upper water catchment area, Java Island, Indonesia4
An index for moving objects with constant-time access to their compressed trajectories4
An integrated process-based framework for flood phase segmentation and assessment4
Familiarity-dependent computational modelling of indoor landmark selection for route communication: a ranking approach4
BiFlowAMOEBA for the identification of arbitrarily shaped clusters in bivariate flow data4
An adaptive approach for modelling the movement uncertainty in trajectory data based on the concept of error ellipses4
LiDAR-based method for analysing landmark visibility to pedestrians in cities: case study in Kraków, Poland4
Computer vision models for comparing spatial patterns: understanding spatial scale4
Automatic extraction of building geometries based on centroid clustering and contour analysis on oblique images taken by unmanned aerial vehicles4
An accessibility spatial search algorithm to optimize defibrillator deployment in indoor space4
A Voronoi-based method for land-use optimization using semidefinite programming and gradient descent algorithm4
Multipurpose temporal GIS model for cadastral data management4
Geo-knowledge-guided GPT models improve the extraction of location descriptions from disaster-related social media messages4
Fast optimization for large scale logistics in complex urban systems using the hybrid sparrow search algorithm4
The spatial structure of socioeconomic disadvantage: a Bayesian multivariate spatial factor analysis4
Online discovery of co-movement patterns in mobility data4
A proactive route planning approach to navigation errors4
Discovering source areas of disease outbreaks based on ring-shaped hotspot detection in road network space4
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