OOIR: Observatory of International Research

Papers

(The median citation count of Journal of Geographical Systems 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 2022-05-01 to 2026-05-01.)

Article	Citations
Point cluster analysis using weighted random labeling	50
A spacetime modeling approach for virus transmission based on human activity trajectories: A case study of COVID-19	42
A scoping review on the multiplicity of scale in spatial analysis	42
Induced earthquakes and house prices: the role of spatiotemporal and global effects	29
In memoriam: Professor Arthur Getis (July 6, 1934–May 13, 2022)	22
Author Correction: Assessing excess mortality and heat-attributable risk during the summer of 2022 in Catalonia, Spain: a Bayesian spatiotemporal analysis	21
Endogenous spatial regimes	20
Estimating school provision, access and costs from local pupil counts under decentralised governance	20
A framework for modern time geography: emphasizing diverse constraints on accessibility	18
The geography of connectivity: a review of mobile positioning data for economic geography	17
Geographical-XGBoost: a new ensemble model for spatially local regression based on gradient-boosted trees	16
Reviewing the effectiveness of angular segment analysis with metric radii in modelling vehicular movement networks: the case of Rochester, Minnesota	15
Inspired by Art	14
Geographically weighted regression with the integration of machine learning for spatial prediction	13
Speeding up estimation of spatially varying coefficients models	12
A method for considering the evolution of the visible landscape	11
Exploring the time geography of public transport networks with the gtfs2gps package	10
JGS Editors’ choice article	9
Scale and correlation in multiscale geographically weighted regression (MGWR)	9
Effect of sub-indicator weighting schemes on the spatial dependence of multidimensional phenomena	8
Taxable agglomeration rents across the Spanish local labour markets	8
JGS Editors’ choice article	8
Estimating dynamic spatial panel data models with endogenous regressors using synthetic instruments	7
Point pattern analysis on spatially aggregated data	7
Top-down scale approaches for multiscale GWR with locally adaptive bandwidths	7

Sensitivity metrics of complex network based on co-occurrence truth table: exemplified by a high-speed rail network	7
Accelerated multi-hillshade hierarchic clustering for automatic lineament extraction	7
Correction: A scale-adaptive estimation for mixed geographically and temporally weighted regression models	6
Correction to: An analysis about the accuracy of geographic profiling in relation to the number of observations and the buffer zone	6
Paper2GIS: improving accessibility without limiting analytical potential in Participatory Mapping	6
Time geography in a hybrid physical–virtual world	6
Interpreting natural language descriptions of the topological relations of enclaves	6
Introduction to the special issue on spatial machine learning	5
What drives urban redevelopment activity? Evidence from machine learning and econometric analysis in three American cities	5
A divide-and-conquer method for predicting the fine-grained spatial distribution of population in urban and rural areas	5
DyAdapTransformer: dynamic adaptive spatial–temporal graph transformer for traffic flow prediction	4
An open-source implementation of geographic profiling methods for serial crime analysis	4
OpenStreetMap based POI knowledge graph enhanced by large language model	4
The distance decay effect and spatial reach of spillovers	3
Arthur Getis: a legend in geographical systems	3
Spatial shopping behavior during the Corona pandemic: insights from a micro-econometric store choice model for consumer electronics and furniture retailing in Germany	2
Introducing a spatially explicit Gini measure for spatial segregation	2
A scale-adaptive estimation for mixed geographically and temporally weighted regression models	2
Spatial convergence patterns of biodiversity protection: a global tracking analysis	2
Introduction of Julie Le Gallo, Editor-in-Chief as of January 2025	2
A partition-free spatial clustering that preserves topology: application to built-up density	2
JGS Editors’ Choice Article	2
Analysis of a spatial point pattern in relation to a reference point	2
A semi-supervised Chinese toponym recognition methods combining active learning and self-training	2
Supervised spatial metric learning with applications to spatial clustering and spatial model prediction	1
JGS Editors’ choice article	1
Operationalizing participation: experiences and perspectives of participatory GIS program coordinators	1
Activity graphs: Spatial graphs as a framework for quantifying individual mobility	1
Agent-based travel scheduler: decomposing OD data for predicting individual travel schedules through agent-based modeling	1
Spatial process-based transfer learning for prediction problems	1
JGS Editors’ choice article	1
A new Voronoi diagram-based approach for matching multi-scale road networks	1
Realizable accessibility: evaluating the reliability of public transit accessibility using high-resolution real-time data	1
Activity triangles: a new approach to measure activity spaces	1
2022 JGS best paper award and the editors’ choice paper volume 25(1)	1
A structured comparison of causal machine learning methods to assess heterogeneous treatment effects in spatial data	1
A cluster-driven classification approach to truck stop location identification using passive GPS data	1
Testing non-stationarity of spatial relationships under the multiscale effects	1
The impact of spatial outliers on spatial correlation: the role of the local influence function	1
Modeling discrete choices with large fine-scale spatial data: opportunities and challenges	1
Assessing public transport infrastructure: the role of employment matching in spatial accessibility measures	1
Approximate local reflection symmetry of projected land cadastre data	1
Spatial monitoring to reduce COVID-19 vaccine hesitance	1
Uncovering spatiotemporal micromobility patterns through the lens of space–time cubes and GIS tools	1
JGS Editors’ choice article	1