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

Article	Citations
Temporal Network Kernel Density Estimation	205
Modeling and Analyzing Urban Networks and Amenities With OSMnx	90
A Rejoinder to the Commentaries on “A Route Map for Successful Applications of Geographically Weighted Regression” by Comber et al. (2022)	47
A Framework for Inserting Visually Supported Inferences into Geographical Analysis Workflow: Application to Road Safety Research	38
Assessing the Validity of OpenStreetMap for Food Environment Research	34
	24
Issue Information	21
Overlapping Landsat Scene Classifications and Focal Context to Identify Boreal Disturbance Mapping Uncertainty	15
Plausible Reasoning and Spatial‐Statistical Theory: A Critique of Recent Writings on “Spatial Confounding”	14
An Areal Approach to Spatial Accessibility Analysis	14
Can Moran Eigenvectors Improve Machine Learning of Spatial Data? Insights From Synthetic Data Validation	13
Issue Information	12
Prediction of Bike‐sharing Trip Counts: Comparing Parametric Spatial Regression Models to a Geographically Weighted XGBoost Algorithm	12
Geographical Gaussian Process Regression: A Spatial Machine‐Learning Model Based on Spatial Similarity	12
A Comment on “A Route Map for Successful Applications of Geographically‐Weighted Regression”: The Alternative Expressway to Defensible Regression‐Based Local Modeling	11
	10
The Majority Theorem for the Single (p = 1) Median Problem and Local Spatial Autocorrelation	10
A Long Way to Complexity: Nonlinear “Growth Stages” and Spatially Uncoordinated Settlement Expansion in a Compact City (Athens, Greece)	9
	9
Bayesian Spatiotemporal Model for Life Expectancy Mapping; Changes in Barcelona From 2007 to 2018	8
Multiscale Continuous and Discrete Spatial Heterogeneity Analysis: The Development of a Local Model Combining Eigenvector Spatial Filters and Generalized Lasso Penalties	8
	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
What's a School Worth to a Neighborhood? A Spatial Hedonic Analysis of Property Prices in the Context of Accommodation Reviews in Ontario	6

The Right to Rule by Thumb: A Comment on Epistemology in “A Route Map for Successful Applications of Geographically‐Weighted Regression”	6
Issue Information	6
Delineating Neighborhoods: An Approach Combining Urban Morphology with Point and Flow Datasets	6
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
Issue Information	5
A Multi‐objective Optimization Approach for Disaggregating Employment Data	5
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
Spatiotemporal Patterns of Late HIV Diagnosis in Philadelphia at a Small‐area Level, 2011–2016: A Bayesian Modeling Approach Accounting for Excess Zeros	4
The Spatial Association of Demographic and Population Health Characteristics with COVID‐19 Prevalence Across Districts in India	4
Applying Local Indicators of Spatial Association to Analyze Longitudinal Data: The Absolute Perspective	4
Estimating σ² for the Classical Linear Regression Model (CLRM) with the Presence of the Modifiable Areal Unit Problem (MAUP)	4
An Empirical Study of Commuting Efficiency Between Different Educational Categories of Workers in Shanghai	4
The Geographical Analysis of Megacities Through Changes in Their Individual Urban Objects	4
Mapping the Spatial Conditions of Polycentric Urban Development in Europe: An Open‐source Software Tool	4
GeoDa, From the Desktop to an Ecosystem for Exploring Spatial Data	3
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
Valeriepieris Circles for Spatial Data Analysis	3
Probabilistic Regionalization via Evidence Accumulation with Random Spanning Trees as Weak Spatial Representations	3
A Data‐Driven Approach to Spatial Interaction Models of Migration: Integrating and Refining the Theories of Competing Destinations and Intervening Opportunities	3
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
Issue Information	3
Uncovering Representation Bias in Large‐scale Cellular Phone‐based Data: A Case Study in North Carolina	3
Identifying the Impacts of Land‐Use Spatial Patterns on Street‐Network Accessibility Using Geospatial Methods	3
Exploring the Impacts of Spatial Contexts on the Life Course Trajectory Status of Vulnerability	3
Open Source Software for Spatial Data Science	3
	3
	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
Testing Hypotheses When You Have More Than a Few*	2
Issue Information	2
	2
Conceptualizing Urban Inequalities as a Complex Socio‐Technical Phenomenon	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
Analysing Inequity in Accessibility to Services with Neighbourhood Location and Socio‐Economic Characteristics in Delhi	2
Issue Information	2
School Closures and the Spatial Ecology of Education Access in 10 U.S. Cities	2
Exploring the Tradeoff Between Privacy and Utility of Complete‐count Census Data Using a Multiobjective Optimization Approach	2
An Extended K Function Method for Analyzing Distributions of Polygons with GIS	1
Comparison of Moran's I and Geary's c in Multivariate Spatial Pattern Analysis	1
Generalizing Impact Computations for the Autoregressive Spatial Interaction Model	1
Understanding Population Decline Trajectories in Spain using Sequence Analysis	1
Spatiotemporal Variograms as Neighborhood Definers	1

R Packages for Analyzing Spatial Data: A Comparative Case Study with Areal Data	1
Testing Transferability: Quantitative Evaluation of Labor Market Area Definition Methods in Three Contrasting Countries	1
Corrigendum	1
	1
Income Segregation Analysis in Limited‐Data Contexts: A Methodology Based on Iterative Proportional Fitting	1
A Strict‐Contiguity Criterion for Preventing County Splits in Redistricting	1
Spatial Patterns in the Association between the Prevalence of Asthma and Determinants of Health	1
Issue Information	1
Impacts of improved transport on regional market access	1
Analyzing Contacts and Behavior from High Frequency Tracking Data Using the wildlifeDI R Package	1
Measuring and Testing Multivariate Spatial Autocorrelation in a Weighted Setting: A Kernel Approach	1
Sub‐Model Aggregation for Scalable Eigenvector Spatial Filtering: Application to Spatially Varying Coefficient Modeling	1
Measuring Spatial Dispersion: An Experimental Test on the M‐Index	1
Navigating the Methodological Landscape in Spatial Analysis: A Comment on “A Route Map for Successful Applications of Geographically‐Weighted Regression”	1
A Micro‐Econometric Store Choice Model Incorporating Multi‐ and Omni‐Channel Shopping: The Case of Furniture Retailing in Germany	1
A Simulation Study to Explore Inference about Global Moran's I with Random Spatial Indexes	1