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

Article	Citations
A scoping review on the multiplicity of scale in spatial analysis	32
Point cluster analysis using weighted random labeling	32
In memoriam: Professor Arthur Getis (July 6, 1934–May 13, 2022)	29
A spacetime modeling approach for virus transmission based on human activity trajectories: A case study of COVID-19	29
Induced earthquakes and house prices: the role of spatiotemporal and global effects	22
Endogenous spatial regimes	21
Author Correction: Assessing excess mortality and heat-attributable risk during the summer of 2022 in Catalonia, Spain: a Bayesian spatiotemporal analysis	21
The geography of connectivity: a review of mobile positioning data for economic geography	20
Estimating school provision, access and costs from local pupil counts under decentralised governance	19
A framework for modern time geography: emphasizing diverse constraints on accessibility	16
Geographical-XGBoost: a new ensemble model for spatially local regression based on gradient-boosted trees	16
Inspired by Art	14
Geographically weighted regression with the integration of machine learning for spatial prediction	13
JGS Editors’ choice article	13
Reviewing the effectiveness of angular segment analysis with metric radii in modelling vehicular movement networks: the case of Rochester, Minnesota	13
A method for considering the evolution of the visible landscape	12
Understanding the impact of temporal scale on human movement analytics	12
Measuring urban sentiments from social media data: a dual-polarity metric approach	11
Exploring the time geography of public transport networks with the gtfs2gps package	11
Speeding up estimation of spatially varying coefficients models	11
Scale and correlation in multiscale geographically weighted regression (MGWR)	9
JGS Editors’ choice article	8
Taxable agglomeration rents across the Spanish local labour markets	7
Estimating dynamic spatial panel data models with endogenous regressors using synthetic instruments	7
JGS Editors’ choice article	7

Accelerated multi-hillshade hierarchic clustering for automatic lineament extraction	7
Effect of sub-indicator weighting schemes on the spatial dependence of multidimensional phenomena	7
Sensitivity metrics of complex network based on co-occurrence truth table: exemplified by a high-speed rail network	6
Correction to: An analysis about the accuracy of geographic profiling in relation to the number of observations and the buffer zone	6
Time geography in a hybrid physical–virtual world	6
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
Introduction to the special issue on spatial machine learning	5
Incorporating neighborhood scale effects into land loss modeling using semivariograms	5
What drives urban redevelopment activity? Evidence from machine learning and econometric analysis in three American cities	5
Paper2GIS: improving accessibility without limiting analytical potential in Participatory Mapping	5
A divide-and-conquer method for predicting the fine-grained spatial distribution of population in urban and rural areas	5
Arthur Getis: a legend in geographical systems	4
Embedding scale: new thinking of scale in machine learning and geographic representation	4
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
Spatial shopping behavior during the Corona pandemic: insights from a micro-econometric store choice model for consumer electronics and furniture retailing in Germany	3
JGS Editors’ Choice Article	3
The distance decay effect and spatial reach of spillovers	3
Analysis of a spatial point pattern in relation to a reference point	2
A scale-adaptive estimation for mixed geographically and temporally weighted regression models	2
A partition-free spatial clustering that preserves topology: application to built-up density	2
Enhancing strategic defensive positioning and performance in the outfield	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 semi-supervised Chinese toponym recognition methods combining active learning and self-training	2
Introducing a spatially explicit Gini measure for spatial segregation	2
Spatial monitoring to reduce COVID-19 vaccine hesitance	2
Agent-based travel scheduler: decomposing OD data for predicting individual travel schedules through agent-based modeling	2
Spatial process-based transfer learning for prediction problems	1
A structured comparison of causal machine learning methods to assess heterogeneous treatment effects in spatial data	1
Testing non-stationarity of spatial relationships under the multiscale effects	1
JGS Editors’ choice article	1
A method for evaluating the degree of spatial and temporal avoidance in spatial point patterns	1
Activity graphs: Spatial graphs as a framework for quantifying individual mobility	1
2022 JGS best paper award and the editors’ choice paper volume 25(1)	1
JGS Editors’ choice article	1
Realizable accessibility: evaluating the reliability of public transit accessibility using high-resolution real-time data	1
JGS Editors’ choice article	1
Uncovering spatiotemporal micromobility patterns through the lens of space–time cubes and GIS tools	1
A cluster-driven classification approach to truck stop location identification using passive GPS data	1
Approximate local reflection symmetry of projected land cadastre data	1
Activity triangles: a new approach to measure activity spaces	1
Operationalizing participation: experiences and perspectives of participatory GIS program coordinators	1
Correcting for informative sampling in spatial covariance estimation and kriging predictions	1