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 2021-05-01 to 2025-05-01.)

Article	Citations
Point cluster analysis using weighted random labeling	33
A scoping review on the multiplicity of scale in spatial analysis	24
Induced earthquakes and house prices: the role of spatiotemporal and global effects	24
In memoriam: Professor Arthur Getis (July 6, 1934–May 13, 2022)	24
Endogenous spatial regimes	23
Estimating school provision, access and costs from local pupil counts under decentralised governance	22
The geography of connectivity: a review of mobile positioning data for economic geography	18
A framework for modern time geography: emphasizing diverse constraints on accessibility	15
Geographical-XGBoost: a new ensemble model for spatially local regression based on gradient-boosted trees	14
Inspired by Art	13
Geographically weighted regression with the integration of machine learning for spatial prediction	13
The impact of fiscal efficiency on poverty reduction in Indonesia: institutional factor and geographical differences	11
Understanding the impact of temporal scale on human movement analytics	11
JGS Editors’ choice article	11
Exploring the time geography of public transport networks with the gtfs2gps package	10
A method for considering the evolution of the visible landscape	8
Speeding up estimation of spatially varying coefficients models	8
JGS Editors’ choice article	7
Measuring urban sentiments from social media data: a dual-polarity metric approach	7
JGS Editors’ choice article	7
Sensitivity metrics of complex network based on co-occurrence truth table: exemplified by a high-speed rail network	6
Effect of sub-indicator weighting schemes on the spatial dependence of multidimensional phenomena	6
Estimating dynamic spatial panel data models with endogenous regressors using synthetic instruments	5
Correction: A scale-adaptive estimation for mixed geographically and temporally weighted regression models	5
Accelerated multi-hillshade hierarchic clustering for automatic lineament extraction	5

Time geography in a hybrid physical–virtual world	5
Incorporating neighborhood scale effects into land loss modeling using semivariograms	5
Exploring the dynamics of the disaggregated intercity corporate network in the Yangtze River Delta, China: a relational event approach	5
Open spatial sciences: an introduction	5
Correction to: An analysis about the accuracy of geographic profiling in relation to the number of observations and the buffer zone	5
Simplifying the interpretation of continuous time models for spatio-temporal networks	4
Interpreting natural language descriptions of the topological relations of enclaves	4
Paper2GIS: improving accessibility without limiting analytical potential in Participatory Mapping	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
Arthur Getis: a legend in geographical systems	3
Multidimensional economic indicators and multivariate functional principal component analysis (MFPCA) in a comparative study of countries’ competitiveness	3
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
DyAdapTransformer: dynamic adaptive spatial–temporal graph transformer for traffic flow prediction	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
JGS Editors’ Choice Article	2
The propagation effect of commuting to work in the spatial transmission of COVID-19	2
Embedding scale: new thinking of scale in machine learning and geographic representation	2
The distance decay effect and spatial reach of spillovers	2
Analysis of a spatial point pattern in relation to a reference point	2
JGS Editors’ choice article	2
Introducing a spatially explicit Gini measure for spatial segregation	2
Introduction of Julie Le Gallo, Editor-in-Chief as of January 2025	1
Spatial process-based transfer learning for prediction problems	1
Activity graphs: Spatial graphs as a framework for quantifying individual mobility	1
Uncovering spatiotemporal micromobility patterns through the lens of space–time cubes and GIS tools	1
JGS Editors’ choice article	1
Enhancing strategic defensive positioning and performance in the outfield	1
A partition-free spatial clustering that preserves topology: application to built-up density	1
A cluster-driven classification approach to truck stop location identification using passive GPS data	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
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
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
A structured comparison of causal machine learning methods to assess heterogeneous treatment effects in spatial data	1