OOIR: Observatory of International Research

Papers

(The median citation count of Geographical Analysis 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 2021-11-01 to 2025-11-01.)

Article	Citations
A Rejoinder to the Commentaries on “A Route Map for Successful Applications of Geographically Weighted Regression” by Comber et al. (2022)	247
A Framework for Inserting Visually Supported Inferences into Geographical Analysis Workflow: Application to Road Safety Research	110
Temporal Network Kernel Density Estimation	65
Assessing the Validity of OpenStreetMap for Food Environment Research	39
Modeling and Analyzing Urban Networks and Amenities With OSMnx	32
Issue Information	22
	18
An Areal Approach to Spatial Accessibility Analysis	17
Prediction of Bike‐sharing Trip Counts: Comparing Parametric Spatial Regression Models to a Geographically Weighted XGBoost Algorithm	16
Plausible Reasoning and Spatial‐Statistical Theory: A Critique of Recent Writings on “Spatial Confounding”	16
Overlapping Landsat Scene Classifications and Focal Context to Identify Boreal Disturbance Mapping Uncertainty	16
An Optimization Framework for Spatial Component Analysis and Its Extension to Two‐Scale Discriminant Function Analysis	15
Can Moran Eigenvectors Improve Machine Learning of Spatial Data? Insights From Synthetic Data Validation	15
Geographical Gaussian Process Regression: A Spatial Machine‐Learning Model Based on Spatial Similarity	14
Issue Information	14
The Majority Theorem for the Single (p = 1) Median Problem and Local Spatial Autocorrelation	10
Determinants of Children's Mental Health: Relative Contributions When Accounting for Unobserved Heterogeneity, Endogeneity and Self‐Selection	10
A Comment on “A Route Map for Successful Applications of Geographically‐Weighted Regression”: The Alternative Expressway to Defensible Regression‐Based Local Modeling	10
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	9
Using the Kriging Technique for Prediction of Non‐Continuous Phenomena in Unmeasured Locations: Dispelling the Myth	8
A Long Way to Complexity: Nonlinear “Growth Stages” and Spatially Uncoordinated Settlement Expansion in a Compact City (Athens, Greece)	8
Multiscale Continuous and Discrete Spatial Heterogeneity Analysis: The Development of a Local Model Combining Eigenvector Spatial Filters and Generalized Lasso Penalties	8
Issue Information	8
What's a School Worth to a Neighborhood? A Spatial Hedonic Analysis of Property Prices in the Context of Accommodation Reviews in Ontario	8

	8
Issue Information	7
Spatial Optimization of the Multiple Coverage Mesh Network Problem for Multifunctional Smart Poles	7
City Size Distribution Analyses Based on the Concept of Entropy Competition	6
Issue Information	5
The Geographical Analysis of Megacities Through Changes in Their Individual Urban Objects	5
Delineating Neighborhoods: An Approach Combining Urban Morphology with Point and Flow Datasets	5
Multi‐Level Street‐Based Analysis of the Urban Fabric: Developments for a Nationwide Taxonomy	5
A Multi‐objective Optimization Approach for Disaggregating Employment Data	5
The Right to Rule by Thumb: A Comment on Epistemology in “A Route Map for Successful Applications of Geographically‐Weighted Regression”	5
Access Weight Matrix: A Place and Mobility Infused Spatial Weight Matrix	5
Development of a Variable Multimodal Balanced Floating Catchment Area Approach for Spatial Accessibility Assessment	5
Spatiotemporal Patterns of Late HIV Diagnosis in Philadelphia at a Small‐area Level, 2011–2016: A Bayesian Modeling Approach Accounting for Excess Zeros	4
A Data‐Driven Approach to Spatial Interaction Models of Migration: Integrating and Refining the Theories of Competing Destinations and Intervening Opportunities	4
The Spatial Association of Demographic and Population Health Characteristics with COVID‐19 Prevalence Across Districts in India	4
Mapping the Spatial Conditions of Polycentric Urban Development in Europe: An Open‐source Software Tool	4
A Framework for Moving Beyond Computational Reproducibility: Lessons from Three Reproductions of Geographical Analyses of COVID‐19	4
Applying Local Indicators of Spatial Association to Analyze Longitudinal Data: The Absolute Perspective	4
GeoDa, From the Desktop to an Ecosystem for Exploring Spatial Data	4
Identifying the Impacts of Land‐Use Spatial Patterns on Street‐Network Accessibility Using Geospatial Methods	4
Relative Variability in Streetscape Skeletons and Spatial Association: Application for Identifying Harmonious and Inharmonious Streetscape Skeletons in Tokyo	3
A Hybrid Approach for Mass Valuation of Residential Properties through Geographic Information Systems and Machine Learning Integration	3
Open Source Software for Spatial Data Science	3
Issue Information	3
Exploring the Tradeoff Between Privacy and Utility of Complete‐count Census Data Using a Multiobjective Optimization Approach	3
Reproducible Science Is Vital for a Stronger Evidence Base During the COVID‐19 Pandemic	3
Valeriepieris Circles for Spatial Data Analysis	3
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	3
Uncovering Representation Bias in Large‐scale Cellular Phone‐based Data: A Case Study in North Carolina	3
Exploring the Impacts of Spatial Contexts on the Life Course Trajectory Status of Vulnerability	3
Geographically Weighted Cronbach's Alpha (GWalpha): An Exploratory Local Measure of Reliability for Scale Construction	3
Probabilistic Regionalization via Evidence Accumulation with Random Spanning Trees as Weak Spatial Representations	3
	2
School Closures and the Spatial Ecology of Education Access in 10 U.S. Cities	2
An Open‐Source Model for Projecting Small Area Demographic and Land‐Use Change	2
	2
Reproducibility of Research During COVID‐19: Examining the Case of Population Density and the Basic Reproductive Rate from the Perspective of Spatial Analysis	2
	2
Sub‐Model Aggregation for Scalable Eigenvector Spatial Filtering: Application to Spatially Varying Coefficient Modeling	2
Conceptualizing Urban Inequalities as a Complex Socio‐Technical Phenomenon	2
Analysing Inequity in Accessibility to Services with Neighbourhood Location and Socio‐Economic Characteristics in Delhi	2
Testing Hypotheses When You Have More Than a Few*	2
Three Common Machine Learning Algorithms Neither Enhance Prediction Accuracy Nor Reduce Spatial Autocorrelation in Residuals: An Analysis of Twenty‐five Socioeconomic Data Sets	2
Income Segregation Analysis in Limited‐Data Contexts: A Methodology Based on Iterative Proportional Fitting	1
Testing Transferability: Quantitative Evaluation of Labor Market Area Definition Methods in Three Contrasting Countries	1
Measuring and Testing Multivariate Spatial Autocorrelation in a Weighted Setting: A Kernel Approach	1
Spatial Patterns in the Association between the Prevalence of Asthma and Determinants of Health	1
How Good Is Open Bicycle Network Data? A Countrywide Case Study of Denmark	1
A Route Map for Successful Applications of Geographically Weighted Regression	1

Navigating the Methodological Landscape in Spatial Analysis: A Comment on “A Route Map for Successful Applications of Geographically‐Weighted Regression”	1
Issue Information	1
Measuring Spatial Dispersion: An Experimental Test on the M‐Index	1
Generalizing Impact Computations for the Autoregressive Spatial Interaction Model	1
An Extended K Function Method for Analyzing Distributions of Polygons with GIS	1
A Strict‐Contiguity Criterion for Preventing County Splits in Redistricting	1
Understanding Population Decline Trajectories in Spain using Sequence Analysis	1
Effects of Vaccination and the Spatio‐Temporal Diffusion of Covid‐19 Incidence in Turkey	1
Issue Information	1
Balancing Workloads through Co‐location in Covering Problems	1
R Packages for Analyzing Spatial Data: A Comparative Case Study with Areal Data	1
Corrigendum	1
A Simulation Study to Explore Inference about Global Moran's I with Random Spatial Indexes	1
The Convergence Process in Romania: A Multidimensional Approach	1
Comparison of Moran's I and Geary's c in Multivariate Spatial Pattern Analysis	1
Impacts of improved transport on regional market access	1
Spatiotemporal Variograms as Neighborhood Definers	1
Issue Information	1
Issue Information	1
Issue Information	1
Geographical Compactness in Shape Assessment	1