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 2021-09-01 to 2025-09-01.)

Article	Citations
A Rejoinder to the Commentaries on “A Route Map for Successful Applications of Geographically Weighted Regression” by Comber et al. (2022)	218
A Framework for Inserting Visually Supported Inferences into Geographical Analysis Workflow: Application to Road Safety Research	99
Assessing the Validity of OpenStreetMap for Food Environment Research	59
Temporal Network Kernel Density Estimation	36
Modeling and Analyzing Urban Networks and Amenities With OSMnx	28
	22
Issue Information	18
An Areal Approach to Spatial Accessibility Analysis	16
Can Moran Eigenvectors Improve Machine Learning of Spatial Data? Insights From Synthetic Data Validation	14
Plausible Reasoning and Spatial‐Statistical Theory: A Critique of Recent Writings on “Spatial Confounding”	14
Geographical Gaussian Process Regression: A Spatial Machine‐Learning Model Based on Spatial Similarity	14
Overlapping Landsat Scene Classifications and Focal Context to Identify Boreal Disturbance Mapping Uncertainty	14
An Optimization Framework for Spatial Component Analysis and Its Extension to Two‐Scale Discriminant Function Analysis	13
Prediction of Bike‐sharing Trip Counts: Comparing Parametric Spatial Regression Models to a Geographically Weighted XGBoost Algorithm	12
Issue Information	12
The Majority Theorem for the Single (p = 1) Median Problem and Local Spatial Autocorrelation	10
A Comment on “A Route Map for Successful Applications of Geographically‐Weighted Regression”: The Alternative Expressway to Defensible Regression‐Based Local Modeling	10
	9
Determinants of Children's Mental Health: Relative Contributions When Accounting for Unobserved Heterogeneity, Endogeneity and Self‐Selection	9
	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
Spatial Optimization of the Multiple Coverage Mesh Network Problem for Multifunctional Smart Poles	7
What's a School Worth to a Neighborhood? A Spatial Hedonic Analysis of Property Prices in the Context of Accommodation Reviews in Ontario	7

	7
Delineating Neighborhoods: An Approach Combining Urban Morphology with Point and Flow Datasets	6
City Size Distribution Analyses Based on the Concept of Entropy Competition	6
Issue Information	6
Development of a Variable Multimodal Balanced Floating Catchment Area Approach for Spatial Accessibility Assessment	5
Access Weight Matrix: A Place and Mobility Infused Spatial Weight Matrix	5
The Spatial Association of Demographic and Population Health Characteristics with COVID‐19 Prevalence Across Districts in India	5
The Geographical Analysis of Megacities Through Changes in Their Individual Urban Objects	5
The Right to Rule by Thumb: A Comment on Epistemology in “A Route Map for Successful Applications of Geographically‐Weighted Regression”	5
A Multi‐objective Optimization Approach for Disaggregating Employment Data	5
Issue Information	5
Mapping the Spatial Conditions of Polycentric Urban Development in Europe: An Open‐source Software Tool	4
Spatiotemporal Patterns of Late HIV Diagnosis in Philadelphia at a Small‐area Level, 2011–2016: A Bayesian Modeling Approach Accounting for Excess Zeros	4
Multi‐Level Street‐Based Analysis of the Urban Fabric: Developments for a Nationwide Taxonomy	4
The Importance of Null Hypotheses: Understanding Differences in Local Moran’s under Heteroskedasticity	4
An Empirical Study of Commuting Efficiency Between Different Educational Categories of Workers in Shanghai	4
Applying Local Indicators of Spatial Association to Analyze Longitudinal Data: The Absolute Perspective	4
A Framework for Moving Beyond Computational Reproducibility: Lessons from Three Reproductions of Geographical Analyses of COVID‐19	3
Reproducible Science Is Vital for a Stronger Evidence Base During the COVID‐19 Pandemic	3
A Hybrid Approach for Mass Valuation of Residential Properties through Geographic Information Systems and Machine Learning Integration	3
Probabilistic Regionalization via Evidence Accumulation with Random Spanning Trees as Weak Spatial Representations	3
Exploring the Impacts of Spatial Contexts on the Life Course Trajectory Status of Vulnerability	3
GeoDa, From the Desktop to an Ecosystem for Exploring Spatial Data	3
A Data‐Driven Approach to Spatial Interaction Models of Migration: Integrating and Refining the Theories of Competing Destinations and Intervening Opportunities	3
Open Source Software for Spatial Data Science	3
Uncovering Representation Bias in Large‐scale Cellular Phone‐based Data: A Case Study in North Carolina	3
Geographically Weighted Cronbach's Alpha (GWalpha): An Exploratory Local Measure of Reliability for Scale Construction	3
Identifying the Impacts of Land‐Use Spatial Patterns on Street‐Network Accessibility Using Geospatial Methods	3
Relative Variability in Streetscape Skeletons and Spatial Association: Application for Identifying Harmonious and Inharmonious Streetscape Skeletons in Tokyo	3
Valeriepieris Circles for Spatial Data Analysis	3
	3
Issue Information	3
	2
Analysing Inequity in Accessibility to Services with Neighbourhood Location and Socio‐Economic Characteristics in Delhi	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
School Closures and the Spatial Ecology of Education Access in 10 U.S. Cities	2
Conceptualizing Urban Inequalities as a Complex Socio‐Technical Phenomenon	2
Testing Hypotheses When You Have More Than a Few*	2
	2
	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
Disentangling Time Use, Food Environment, and Food Behaviors Using Multi‐Channel Sequence Analysis	2
	2
Exploring the Tradeoff Between Privacy and Utility of Complete‐count Census Data Using a Multiobjective Optimization Approach	2
Issue Information	1
Comparison of Moran's I and Geary's c in Multivariate Spatial Pattern Analysis	1
Testing Transferability: Quantitative Evaluation of Labor Market Area Definition Methods in Three Contrasting Countries	1
Measuring Spatial Dispersion: An Experimental Test on the M‐Index	1
Issue Information	1
Measuring and Testing Multivariate Spatial Autocorrelation in a Weighted Setting: A Kernel Approach	1

Issue Information	1
Navigating the Methodological Landscape in Spatial Analysis: A Comment on “A Route Map for Successful Applications of Geographically‐Weighted Regression”	1
An Open‐Source Model for Projecting Small Area Demographic and Land‐Use Change	1
Analyzing Contacts and Behavior from High Frequency Tracking Data Using the wildlifeDI R Package	1
Generalizing Impact Computations for the Autoregressive Spatial Interaction Model	1
Geographical Compactness in Shape Assessment	1
Impacts of improved transport on regional market access	1
R Packages for Analyzing Spatial Data: A Comparative Case Study with Areal Data	1
Sub‐Model Aggregation for Scalable Eigenvector Spatial Filtering: Application to Spatially Varying Coefficient Modeling	1
Spatial Patterns in the Association between the Prevalence of Asthma and Determinants of Health	1
Understanding Population Decline Trajectories in Spain using Sequence Analysis	1
The Convergence Process in Romania: A Multidimensional Approach	1
Corrigendum	1
A Simulation Study to Explore Inference about Global Moran's I with Random Spatial Indexes	1
Income Segregation Analysis in Limited‐Data Contexts: A Methodology Based on Iterative Proportional Fitting	1
Balancing Workloads through Co‐location in Covering Problems	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
Spatiotemporal Variograms as Neighborhood Definers	1
A Micro‐Econometric Store Choice Model Incorporating Multi‐ and Omni‐Channel Shopping: The Case of Furniture Retailing in Germany	1