OOIR: Observatory of International Research

Papers

(The TQCC of Journal of Geographical Systems is 4. 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 2021-04-01 to 2025-04-01.)

Article	Citations
2024 JGS Best Paper Award and the Editors’ Choice Paper Volume 27(1)	32
Point cluster analysis using weighted random labeling	24
Interpreting natural language descriptions of the topological relations of enclaves	23
JGS Editors’ choice article	22
JGS Editors’ choice article	22
The impact of fiscal efficiency on poverty reduction in Indonesia: institutional factor and geographical differences	22
Introduction to the special issue on spatial machine learning	16
An analysis about the accuracy of geographic profiling in relation to the number of observations and the buffer zone	13
Route Matching in Sketch and Metric Maps	13
Evaluating multiscale and multimodal transport inequalities in Chinese cities with massive open-source path data	12
2022 JGS best paper award and the editors’ choice paper volume 25(1)	11
Paper2GIS: improving accessibility without limiting analytical potential in Participatory Mapping	10
Incorporating neighborhood scale effects into land loss modeling using semivariograms	9
Unveiling the impact of machine learning algorithms on the quality of online geocoding services: a case study using COVID-19 data	9
A divide-and-conquer method for predicting the fine-grained spatial distribution of population in urban and rural areas	8
Uncovering spatiotemporal micromobility patterns through the lens of space–time cubes and GIS tools	8
JGS Editors’ Choice article	8
Simulating the effects of planning strategies on urban heat island and air pollution mitigation in an urban renewal area	8
Spatial machine learning for predicting physical inactivity prevalence from socioecological determinants in Chicago, Illinois, USA	7
Multidimensional economic indicators and multivariate functional principal component analysis (MFPCA) in a comparative study of countries’ competitiveness	7
Open data products-A framework for creating valuable analysis ready data	7
Simplifying the interpretation of continuous time models for spatio-temporal networks	7
A method for considering the evolution of the visible landscape	6
Exploring the time geography of public transport networks with the gtfs2gps package	6
A scoping review on the multiplicity of scale in spatial analysis	6

What drives urban redevelopment activity? Evidence from machine learning and econometric analysis in three American cities	5
Speeding up estimation of spatially varying coefficients models	5
Art Getis and Local Spatial Statistics	5
Beyond visual inspection: capturing neighborhood dynamics with historical Google Street View and deep learning-based semantic segmentation	5
Realizable accessibility: evaluating the reliability of public transit accessibility using high-resolution real-time data	4
JGS Editors’ choice article	4
Understanding the impact of temporal scale on human movement analytics	4