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 2021-07-01 to 2025-07-01.)

Article	Citations
Point cluster analysis using weighted random labeling	34
A scoping review on the multiplicity of scale in spatial analysis	28
In memoriam: Professor Arthur Getis (July 6, 1934–May 13, 2022)	25
Endogenous spatial regimes	24
Induced earthquakes and house prices: the role of spatiotemporal and global effects	24
Estimating school provision, access and costs from local pupil counts under decentralised governance	19
The geography of connectivity: a review of mobile positioning data for economic geography	18
Geographical-XGBoost: a new ensemble model for spatially local regression based on gradient-boosted trees	17
A framework for modern time geography: emphasizing diverse constraints on accessibility	16
Inspired by Art	16
Geographically weighted regression with the integration of machine learning for spatial prediction	13
JGS Editors’ choice article	11
The impact of fiscal efficiency on poverty reduction in Indonesia: institutional factor and geographical differences	11
A method for considering the evolution of the visible landscape	10
Understanding the impact of temporal scale on human movement analytics	9
Speeding up estimation of spatially varying coefficients models	9
JGS Editors’ choice article	7
Scale and correlation in multiscale geographically weighted regression (MGWR)	7
JGS Editors’ choice article	7
Exploring the time geography of public transport networks with the gtfs2gps package	7
Measuring urban sentiments from social media data: a dual-polarity metric approach	7
Estimating dynamic spatial panel data models with endogenous regressors using synthetic instruments	6
Effect of sub-indicator weighting schemes on the spatial dependence of multidimensional phenomena	6
Accelerated multi-hillshade hierarchic clustering for automatic lineament extraction	6
Taxable agglomeration rents across the Spanish local labour markets	6

Interpreting natural language descriptions of the topological relations of enclaves	5
Correction to: An analysis about the accuracy of geographic profiling in relation to the number of observations and the buffer zone	5
Incorporating neighborhood scale effects into land loss modeling using semivariograms	5
Paper2GIS: improving accessibility without limiting analytical potential in Participatory Mapping	5
Sensitivity metrics of complex network based on co-occurrence truth table: exemplified by a high-speed rail network	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
Time geography in a hybrid physical–virtual world	5
Open spatial sciences: an introduction	5
DyAdapTransformer: dynamic adaptive spatial–temporal graph transformer for traffic flow prediction	4
Simplifying the interpretation of continuous time models for spatio-temporal networks	4
Multidimensional economic indicators and multivariate functional principal component analysis (MFPCA) in a comparative study of countries’ competitiveness	4
A divide-and-conquer method for predicting the fine-grained spatial distribution of population in urban and rural areas	4
What drives urban redevelopment activity? Evidence from machine learning and econometric analysis in three American cities	4
An open-source implementation of geographic profiling methods for serial crime analysis	3
Arthur Getis: a legend in geographical systems	3
The distance decay effect and spatial reach of spillovers	2
Embedding scale: new thinking of scale in machine learning and geographic representation	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
JGS Editors’ Choice Article	2
JGS Editors’ choice article	2
Introducing a spatially explicit Gini measure for spatial segregation	2
A cluster-driven classification approach to truck stop location identification using passive GPS data	1
Spatial process-based transfer learning for prediction problems	1
Uncovering spatiotemporal micromobility patterns through the lens of space–time cubes and GIS tools	1
JGS Editors’ choice article	1
Spatial monitoring to reduce COVID-19 vaccine hesitance	1
A scale-adaptive estimation for mixed geographically and temporally weighted regression models	1
Agent-based travel scheduler: decomposing OD data for predicting individual travel schedules through agent-based modeling	1
JGS Editors’ choice article	1
Open data products-A framework for creating valuable analysis ready data	1
A method for evaluating the degree of spatial and temporal avoidance in spatial point patterns	1
A structured comparison of causal machine learning methods to assess heterogeneous treatment effects in spatial data	1
Introduction of Julie Le Gallo, Editor-in-Chief as of January 2025	1
Enhancing strategic defensive positioning and performance in the outfield	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
Realizable accessibility: evaluating the reliability of public transit accessibility using high-resolution real-time data	1
Operationalizing participation: experiences and perspectives of participatory GIS program coordinators	1
Analysis of a spatial point pattern in relation to a reference point	1
A partition-free spatial clustering that preserves topology: application to built-up density	1