International Journal of Geographical Information Science

Article	Citations
Stakeholder interpretation of probabilistic representations of uncertainty in spatial information: an example on the nutritional quality of staple crops	80
Analytically articulating the effect of buffer size on urban green space exposure measures	62
Improving horizon computation algorithm with quasirandom sequences	50
Adding attention to the neural ordinary differential equation for spatio-temporal prediction	47
Predicting short-term PM 2.5 concentrations at fine temporal resolutions using a multi-branch temporal graph convolutional neural network	44
A view-tree method to compute viewsheds from digital elevation models	37
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 Beijin	35
Uncertainty interval estimates for computing slope and aspect from a gridded digital elevation model	34
GIS-KG: building a large-scale hierarchical knowledge graph for geographic information science	34
Discovering co-location patterns in multivariate spatial flow data	31
Geospatial foundation models for image analysis: evaluating and enhancing NASA-IBM Prithvi’s domain adaptability	30
Combining hierarchies for spatial reasoning of hierarchical relations among places in different contexts	26
Physics-guided spatio–temporal neural network for predicting dissolved oxygen concentration in rivers	26
The effects of sample size and sample prevalence on cellular automata simulation of urban growth	26
Multi-observation points setting problem based on stepwise maximum viewshed approach	26
Optimisation of spatiotemporal context-constrained full-view area coverage deployment in camera sensor networks via quantum annealing	25
GeoAR: a calibration method for Geographic-Aware Augmented Reality	25
Integrating spatiotemporal co-evolution patterns of land types with cellular automata to enhance the reliability of land use projections	25
Toponym resolution leveraging lightweight and open-source large language models and geo-knowledge	24
SGWR: similarity and geographically weighted regression	23
A neural network model to optimize the measure of spatial proximity in geographically weighted regression approach: a case study on house price in Wuhan	23
Qualitative spatial reasoning with uncertain evidence using Markov logic networks	22
A new approach for identifying urban employment centers using mobile phone data: a case study of Shanghai	21
Sparse reconstruction with spatial structures to automatically determine neighbors	21
VIS-MM: a novel map-matching algorithm with semantic fusion from vehicle-borne images	21

A probabilistic framework with the gradient-based method for multi-objective land use optimization	21
Multi-agent reinforcement learning to unify order-matching and vehicle-repositioning in ride-hailing services	20
Development of a multiscale discretization method for the geographical detector model	20
Familiarity-dependent computational modelling of indoor landmark selection for route communication: a ranking approach	20
Computation of the distance between a polygon and a point in spatial analysis	19
Spatio-temporal graph neural networks for missing data completion in traffic prediction	19
A hexagon-based method for polygon generalization using morphological operators	19
Linking the cognitive load induced by route instruction types and building configuration during indoor route guidance, a usability study in VR	19
Spatial association measures for time series with fixed spatial locations	19
Multiscale spatially varying coefficient modelling using a Geographical Gaussian Process GAM	18
A spatiotemporal data model and an index structure for computational time geography	18
The Openshaw effect	18
Assessing OSM building completeness using population data	18
STAGE: a spatiotemporal-knowledge enhanced multi-task generative adversarial network (GAN) for trajectory generation	18
Detecting interchanges in road networks using a graph convolutional network approach	17
STICC: a multivariate spatial clustering method for repeated geographic pattern discovery with consideration of spatial contiguity	17
Geographically weighted regression based on a network weight matrix: a case study using urbanization driving force data in China	16
Geo-SigSPM: mining geographically interesting and significant sequential patterns from trajectories	16
Addressing equifinality in agent-based modeling: a sequential parameter space search method based on sensitivity analysis	15
Assessing COVID-induced changes in spatiotemporal structure of mobility in the United States in 2020: a multi-source analytical framework	15
Attributing pedestrian networks with semantic information based on multi-source spatial data	15
There’s no best model! Addressing limitations of land-use scenario modelling through multi-model ensembles	15
Complete trajectory extraction for moving targets in traffic scenes that considers multi-level semantic features	15
A geometry-aware attention network for semantic segmentation of MLS point clouds	15
Fast optimization for large scale logistics in complex urban systems using the hybrid sparrow search algorithm	15
Spatial social networks in geographic information science	14
A multiscale measure of spatial dependence based on a discrete Fourier transform	14
Geographically convolutional neural network weighted regression: a method for modeling spatially non-stationary relationships based on a global spatial proximity grid	14
Reasoning over higher-order qualitative spatial relations via spatially explicit neural networks	14
Integration of Internet search data to predict tourism trends using spatial-temporal XGBoost composite model	13
Matching the building footprints of different vector spatial datasets at a similar scale based on one-class support vector machines	13
Incorporating multimodal context information into traffic speed forecasting through graph deep learning	13
Understanding of the predictability and uncertainty in population distributions empowered by visual analytics	13
GPU-accelerated parallel all-pair shortest path routing within stochastic road networks	12
Efficient inference of large-scale air quality using a lightweight ensemble predictor	12
Dynamical community detection and spatiotemporal analysis in multilayer spatial interaction networks using trajectory data	12
An online tool with Google Earth Engine and cellular automata for seamlessly simulating global urban expansion at high resolutions	12
Gradient-based optimization for multi-scale geographically weighted regression	11
A small area index of gentrification, applied to New York City	11
Spatial hotspot detection in the presence of global spatial autocorrelation	11
Scheduling distributed multiway spatial join queries: optimization models and algorithms	11
Estimating door-to-door travel time using a synthetic population enriched with smart card data	11
Multipurpose temporal GIS model for cadastral data management	11
Delineating urban job-housing patterns at a parcel scale with street view imagery	11
Assessing and benchmarking 3D city models	10
A geographically weighted artificial neural network	10
Uncovering the association between traffic crashes and street-level built-environment features using street view images	10
A linearization for stable and fast geographically weighted Poisson regression	10
An unsupervised framework for extracting multilane roads from OpenStreetMap	10
3D building metrics for urban morphology	10

Context-aware movement analysis in ecology: a systematic review	10
A maps-to-maps approach for simulating urban land expansion based on convolutional long short-term memory neural networks	10
The impact of spatial scale on layout learning and individual evacuation behavior in indoor fires: single-scale learning perspectives	10
Interpretable machine learning for analysing heterogeneous drivers of geographic events in space-time	9
A 3D visible space index for evaluating urban openness based on the digital urban model	9
GeoEntity-type constrained knowledge graph embedding for predicting natural-language spatial relations	9
Collective flow-evolutionary patterns reveal the mesoscopic structure between snapshots of spatial network	9
A novel approach to improve population mapping considering facility-based service capacity and land livability	9
A hierarchical deep reinforcement learning method for solving urban route planning problems under large-scale customers and real-time traffic conditions	9
A graph-based framework to integrate semantic object/land-use relationships for urban land-use mapping with case studies of Chinese cities	8
Modeling vague spatiotemporal objects based on interval type-2 fuzzy sets	8
Disaster vulnerability in road networks: a data-driven approach through analyzing network topology and movement activity	8
Multi-nomenclature, multi-resolution joint translation: an application to land-cover mapping	8
CoYangCZ: a new spatial interpolation method for nonstationary multivariate spatial processes	8
Uncovering human behavioral heterogeneity in urban mobility under the impacts of disruptive weather events	8
An offline map matching algorithm based on shortest paths	8
A multi-source spatio-temporal data cube for large-scale geospatial analysis	8
Enriching the metadata of map images: a deep learning approach with GIS-based data augmentation	7
Reasoning cartographic knowledge in deep learning-based map generalization with explainable AI	7
Generating lane-level road networks from high-precision trajectory data with lane-changing behavior analysis	7
A methodology to Geographic Cellular Automata model accounting for spatial heterogeneity and adaptive neighborhoods	7
An ensemble spatial prediction method considering geospatial heterogeneity	7
Stochastic gradient geographical weighted regression (sgGWR): scalable bandwidth optimization for geographically weighted regression	7
Visit probability and accessibility within space–time prism of activity program	7
Spatially constrained statistical approach for determining the optimal number of regions in regionalization	7
A streamlined approach to uncertainty and sensitivity analysis for models with spatial outputs with an example from geodiversity assessment	7
Visual attention-guided augmented representation of geographic scenes: a case of bridge stress visualization	7
Extracting and evaluating typical characteristics of rural revitalization using web text mining	6
Identification of enclaves and exclaves by computation based on point-set topology	6
An efficient multiple scanning order algorithm for accumulative least-cost surface calculation	6
Assessing compression algorithms to improve the efficiency of clustering analysis on AIS vessel trajectories	6
A new two-step estimation approach for retrieving surface urban heat island intensity and footprint based on urban-rural temperature gradients	6
Joint variable selection of both fixed and random effects for Gaussian process-based spatially varying coefficient models	6
SNN_flow: a shared nearest-neighbor-based clustering method for inhomogeneous origin-destination flows	6
Children’s walking to urban services: an analysis of pedestrian access to social infrastructures and its relationship with land use	6
Optimizing UAV traffic monitoring routes during rush hours considering spatiotemporal variation of monitoring demand	6
A constraint-based approach for identifying the urban–rural fringe of polycentric cities using multi-sourced data	6
Measuring spatial nonstationary effects of POI-based mixed use on urban vibrancy using Bayesian spatially varying coefficients model	6
Capturing dynamic navigable space: an interactive semantic model to expand functional space for 3D indoor navigation	6
A cost-effective algorithm for calibrating multiscale geographically weighted regression models	6
Alleviating the resolution limit problem in spatial community detection: a local network structure-based method	6
Inferring the number of floors for residential buildings	5
A local indicator of stratified power	5
Zero-shot urban function inference with street view images through prompting a pretrained vision-language model	5
Informed sampling and recommendation of cycling routes: leveraging crowd-sourced trajectories with weighted-latent Dirichlet allocation	5
Automatic extraction of building geometries based on centroid clustering and contour analysis on oblique images taken by unmanned aerial vehicles	5
Detecting spatiotemporal propagation patterns of traffic congestion from fine-grained vehicle trajectory data	5
Geographical and linguistic perspectives on developing geoparsers with generic resources	5
Assessing the suitability of urban-oriented land cover products for mapping rural settlements	5
The influence of uncertainty visualization on cognitive load in a safety- and time-critical decision-making task	5
Topological data analysis for geographical information science using persistent homology	5
A structural catalogue of the settlement morphology in refugee and IDP camps	5
Automated generation of concentric circles metro maps using mixed-integer optimization	5
Transform paper-based cadastral data into digital systems using GIS and end-to-end deep learning techniques	5
A systematic scheme to maintain multiple characteristics for effective polygon rasterization	5
Scalable 3D mapping of cities using computer vision and signals of opportunity	5
Dynamic viewshed analysis based on the digital elevation model: dynamic range proximity-direction-elevation reference line	5
GIScience integrated with computer vision for the examination of old engravings and drawings	5
A multi-glimpse deep learning architecture to estimate socioeconomic census metrics in the context of extreme scope variance	4
To racketeer among neighbors: spatial features of criminal collaboration in the American Mafia	4
Updating and backdating analyses for mitigating uncertainties in land change modeling: a case study of the Ci Kapundung upper water catchment area, Java Island, Indonesia	4
An evaluation of geo-located Twitter data for measuring human migration	4
Establishing the integrated science of movement: bringing together concepts and methods from animal and human movement analysis	4
Estimating urban noise along road network from street view imagery	4
Next location prediction using heterogeneous graph-based fusion network with physical and social awareness	4
Extending regionalization algorithms to explore spatial process heterogeneity	4
MNCD-KE: a novel framework for simultaneous attribute- and interaction-based geographical regionalization	4
BTS: a binary tree sampling strategy for object identification based on deep learning	4
Statistical tests for the local spatial variance	4
Leveraging temporal changes of spatial accessibility measurements for better policy implications: a case study of electric vehicle (EV) charging stations in Seoul, South Korea	4
Area and Feature Guided Regularised Random Forest: a novel method for predictive modelling of binary phenomena. The case of illegal landfill in Canary Island	4
Measuring trust in maps: development and evaluation of the MAPTRUST scale	4
Towards a training data model for artificial intelligence in earth observation	4
Visualising post-disaster damage on maps: a user study	4
Is the radial distance really a distance? An analysis of its properties and interest for the matching of polygon features	4
Detecting spatiotemporal extents of traffic congestion: a density-based moving object clustering approach	4
Quantifying local mobility patterns in urban human mobility data	4
Urban land-use analysis using proximate sensing imagery: a survey	4
A knowledge representation model based on the geographic spatiotemporal process	4
A narrative analysis of the 2SFCA and i2SFCA methods	3

Simplification of contour lines, based on axial splines, with high-quality results	3
OSMsc: a framework for semantic 3D city modeling using OpenStreetMap	3
Micromobility systems and disease transmission: a spatially explicit agent-based approach	3
A machine learning based approach for generating point sketch maps from qualitative directional information	3
Explainable GeoAI: can saliency maps help interpret artificial intelligence’s learning process? An empirical study on natural feature detection	3
An explainable spatial interpolation method considering spatial stratified heterogeneity	3
A hierarchical model with hexagon grids for multi-objective route planning in large-scale off-road environments	3
A methodology to quantify the neighborhood decay effect of urban cellular automata models	3
Spatial ensemble learning for predicting the potential geographical distribution of invasive species	3
A local encryption method for large-scale vector maps based on spatial hierarchical index and 4D hyperchaotic system	3
Simulating human mobility with a trajectory generation framework based on diffusion model	3
A multi-hierarchical method to extract spatial network structures from large-scale origin-destination flow data	3
Point-feature label placement with maximum entropy principle	3
CATS: Conditional Adversarial Trajectory Synthesis for privacy-preserving trajectory data publication using deep learning approaches	3
Discovering source areas of disease outbreaks based on ring-shaped hotspot detection in road network space	3
A tensor decomposition method based on embedded geographic meta-knowledge for urban traffic flow imputation	3
Location retrieval using qualitative place signatures of visible landmarks	3
NLA-GCL-Net: semantic segmentation of large-scale surveying point clouds based on neighborhood label aggregation (NLA) and global context learning (GCL)	3
Exploring geospatial digital twins: a novel panorama-based method with enhanced representation of virtual geographic scenes in Virtual Reality (VR)	3
How good is TanDEM-X 50 m forest/non-forest map? Product validation using temporally corrected geo-browser supplied imagery through Collect Earth	3
Automatic road network selection method considering functional semantic features of roads with graph convolutional networks	3
Assessing publication trends in selected GIScience journals	3
Efficient matrix algebra encoding for urban solar irradiation simulation: fine-grid ground-level estimation with vector data	3
Space-time tree: a spatiotemporal construct for efficient similarity matrix calculations among network-constrained trajectories	3
Identifying the cargo types of road freight with semi-supervised trajectory semantic enhancement	3
A review of crowdsourced geographic information for land-use and land-cover mapping: current progress and challenges	2
A classification scheme for static origin–destination data visualizations	2
A tensor-based approach to unify organization and operation of data for irregular spatio-temporal fields	2
CSD-RkNN: reverse k nearest neighbors queries with conic section discriminances	2
A data pedigree system to support geospatial analyses of human-environment interactions in data poor contexts	2
A graph neural network framework for spatial geodemographic classification	2
Identifying home locations in human mobility data: an open-source R package for comparison and reproducibility	2
Geographically and temporally weighted co-location quotient: an analysis of spatiotemporal crime patterns in greater Manchester	2
Filling gaps of cartographic polylines by using an encoder–decoder model	2
GeoTool-GPT: a trainable method for facilitating Large Language Models to master GIS tools	2
A backfitting maximum likelihood estimator for hierarchical and geographically weighted regression modelling, with a case study of house prices in Beijing	2
On the local modeling of count data: multiscale geographically weighted Poisson regression	2
Toward urban traffic scenarios and more: a spatio-temporal analysis empowered low-rank tensor completion method for data imputation	2
HMLPA*: a hierarchical multi-target LPA* pathfinding algorithm designed for dynamic indoor path network	2
Spatial prediction of groundwater level change based on the Third Law of Geography	2
Efficient and scalable DBSCAN framework for clustering continuous trajectories in road networks	2
A novel hierarchical aggregation algorithm for optimal repartitioning of statistical regions	2
Global GNSS PDOP calculation method based on hexagonal discrete grid	2
On the calibration of multiscale geographically and temporally weighted regression models	2
The effect of intra-urban mobility flows on the spatial heterogeneity of social media activity: investigating the response to rainfall events	2
Polygon vector map distortion for increasing the readability of one-to-many flow maps	2
Impacts of spatiotemporal resolution and tiling on SLEUTH model calibration and forecasting for urban areas with unregulated growth patterns	2
Towards an integrated approach for managing and streaming 3D spatial data at the component level in spatial data infrastructures	2
Lane extraction from trajectories at road intersections based on Graph Transformer Network	2
GeoAI in urban analytics	2
A line-of-sight zoning method for intervisibility computation by considering terrain relief	2
Transformer based named entity recognition for place name extraction from unstructured text	2
Spatiotemporal graph-based analysis of land cover evolution using remote sensing time series data	2
Multiscale cooperative optimization in multiscale geographically weighted regression models	2
On the notion of ‘bandwidth’ in geographically weighted regression models of spatially varying processes	2
Probabilistic qualitative spatial reasoning with applications to GeoQA	2
GeomorPM: a geomorphic pretrained model integrating convolution and Transformer architectures based on DEM data	2
A topology-based graph data model for indoor spatial-social networking	2
SPSLiDAR: towards a multi-purpose repository for large scale LiDAR datasets	2
Integrating terrain structure characteristics into generative adversarial nets for hillshade generation	2
Automatic generation of outline-based representations of landmark buildings with distinctive shapes	2