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 2022-06-01 to 2026-06-01.)

Article	Citations
Point cluster analysis using weighted random labeling	58
A scoping review on the multiplicity of scale in spatial analysis	48
In memoriam: Professor Arthur Getis (July 6, 1934–May 13, 2022)	29
Induced earthquakes and house prices: the role of spatiotemporal and global effects	24
A spacetime modeling approach for virus transmission based on human activity trajectories: A case study of COVID-19	23
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	21
Estimating school provision, access and costs from local pupil counts under decentralised governance	18
The geography of connectivity: a review of mobile positioning data for economic geography	17
A framework for modern time geography: emphasizing diverse constraints on accessibility	16
"What is a city but [what it offers to] the people?": spatial interaction gravity models on internal migration within Tuscany	16
Geographical-XGBoost: a new ensemble model for spatially local regression based on gradient-boosted trees	13
Reviewing the effectiveness of angular segment analysis with metric radii in modelling vehicular movement networks: the case of Rochester, Minnesota	13
Inspired by Art	12
Geographically weighted regression with the integration of machine learning for spatial prediction	11
A method for considering the evolution of the visible landscape	11
Speeding up estimation of spatially varying coefficients models	9
Exploring the time geography of public transport networks with the gtfs2gps package	9
JGS Editors’ choice article	8
Taxable agglomeration rents across the Spanish local labour markets	8
Effect of sub-indicator weighting schemes on the spatial dependence of multidimensional phenomena	8
JGS Editors’ choice article	8
Scale and correlation in multiscale geographically weighted regression (MGWR)	8
Accelerated multi-hillshade hierarchic clustering for automatic lineament extraction	7
Time geography in a hybrid physical–virtual world	7

Top-down scale approaches for multiscale GWR with locally adaptive bandwidths	7
Point pattern analysis on spatially aggregated data	6
Sensitivity metrics of complex network based on co-occurrence truth table: exemplified by a high-speed rail network	6
Estimating dynamic spatial panel data models with endogenous regressors using synthetic instruments	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	5
Interpreting natural language descriptions of the topological relations of enclaves	5
Correction: A scale-adaptive estimation for mixed geographically and temporally weighted regression models	5
OpenStreetMap based POI knowledge graph enhanced by large language model	4
What drives urban redevelopment activity? Evidence from machine learning and econometric analysis in three American cities	4
Introduction to the special issue on spatial machine learning	4
DyAdapTransformer: dynamic adaptive spatial–temporal graph transformer for traffic flow prediction	4
A divide-and-conquer method for predicting the fine-grained spatial distribution of population in urban and rural areas	3
An open-source implementation of geographic profiling methods for serial crime analysis	3
Arthur Getis: a legend in geographical systems	2
JGS Editors’ Choice Article	2
Spatial monitoring to reduce COVID-19 vaccine hesitance	2
A scale-adaptive estimation for mixed geographically and temporally weighted regression models	2
Spatial shopping behavior during the Corona pandemic: insights from a micro-econometric store choice model for consumer electronics and furniture retailing in Germany	2
Analysis of a spatial point pattern in relation to a reference point	2
Introduction of Julie Le Gallo, Editor-in-Chief as of January 2025	2
Introducing a spatially explicit Gini measure for spatial segregation	2
The distance decay effect and spatial reach of spillovers	2
Spatial convergence patterns of biodiversity protection: a global tracking analysis	2
A semi-supervised Chinese toponym recognition methods combining active learning and self-training	2
A cluster-driven classification approach to truck stop location identification using passive GPS data	1
JGS Editors’ choice article	1
JGS Editors’ choice article	1
Activity triangles: a new approach to measure activity spaces	1
Modeling discrete choices with large fine-scale spatial data: opportunities and challenges	1
Activity graphs: Spatial graphs as a framework for quantifying individual mobility	1
A structured comparison of causal machine learning methods to assess heterogeneous treatment effects in spatial data	1
Uncovering spatiotemporal micromobility patterns through the lens of space–time cubes and GIS tools	1
Operationalizing participation: experiences and perspectives of participatory GIS program coordinators	1
JGS Editors’ choice article	1
A new Voronoi diagram-based approach for matching multi-scale road networks	1
Approximate local reflection symmetry of projected land cadastre data	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
2022 JGS best paper award and the editors’ choice paper volume 25(1)	1
Assessing public transport infrastructure: the role of employment matching in spatial accessibility measures	1
Introduction to the special issue: Recent advances in spatial statistics and spatial econometrics - selected papers from the 22nd International Workshop on Spatial Econometrics and Statistics (SEW 202	1
Testing non-stationarity of spatial relationships under the multiscale effects	1
A partition-free spatial clustering that preserves topology: application to built-up density	1