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 2020-04-01 to 2024-04-01.)

Article	Citations
A Spatio‐Temporal Analysis of the Environmental Correlates of COVID‐19 Incidence in Spain	85
R Packages for Analyzing Spatial Data: A Comparative Case Study with Areal Data	79
Short‐Term Rental Platform in the Urban Tourism Context: A Geographically Weighted Regression (GWR) and a Multiscale GWR (MGWR) Approaches	53
A Route Map for Successful Applications of Geographically Weighted Regression	45
Future Developments in Geographical Agent‐Based Models: Challenges and Opportunities	40
Street Network Models and Indicators for Every Urban Area in the World	34
Tobler’s Law in a Multivariate World	31
Migration and Neighborhood Change in Sweden: The Interaction of Ethnic Choice and Income Constraints	21
GeoDa, From the Desktop to an Ecosystem for Exploring Spatial Data	20
ThePySALEcosystem: Philosophy and Implementation	19
A Generalized Framework for Measuring Pedestrian Accessibility around the World Using Open Data	18
Evolution of Urban Patterns: Urban Morphology as an Open Reproducible Data Science	17
Detecting Colocation Flow Patterns in the Geographical Interaction Data	14
A Comparison of Residential Apartment Rent Price Predictions Using a Large Data Set: Kriging Versus Deep Neural Network	13
Identifying Spatiotemporal Clusters by Means of Agglomerative Hierarchical Clustering and Bayesian Regression Analysis with Spatiotemporally Varying Coefficients: Methodology and Application to Dengue	13
Ripley’s K‐function for Network‐Constrained Flow Data	13
Spatial Causality: A Systematic Review on Spatial Causal Inference	12
The Impacts of the Modifiable Areal Unit Problem (MAUP) on Omission Error	10
Reproducibility of Research During COVID‐19: Examining the Case of Population Density and the Basic Reproductive Rate from the Perspective of Spatial Analysis	10
The Role of Distance‐Dependent Versus Localized Amenities in Polarizing Urban Spatial Structure: A Spatio‐Temporal Analysis of Residential Location Value in Columbus, Ohio, 2000–2015	10
Open Source Software for Spatial Data Science	9
Beyond Tobler’s Hiking Function	8
Analyzing Contacts and Behavior from High Frequency Tracking Data Using the wildlifeDI R Package	8
Analysis of Spatial Networks From Bipartite Projections Using the R Backbone Package	8
Spatial Models or Random Forest? Evaluating the Use of Spatially Explicit Machine Learning Methods to Predict Employment Density around New Transit Stations in Los Angeles	8

An Open‐Source Model for Projecting Small Area Demographic and Land‐Use Change	7
Incorporating E‐commerce into Retail Location Models	7
Disentangling Time Use, Food Environment, and Food Behaviors Using Multi‐Channel Sequence Analysis	7
Are We Modelling Spatially Varying Processes or Non‐linear Relationships?	7
Partial and Semi‐Partial Statistics of Spatial Associations for Multivariate Areal Data	7
A Probabilistic Approach to Address Data Uncertainty in Regionalization	7
Balancing Spatial and Non‐Spatial Variation in Varying Coefficient Modeling: A Remedy for Spurious Correlation	6
Empirical Measures of Park Use in American Cities, and the Demographic Biases of Spatial Models	6
Classification and Regression via Integer Optimization for Neighborhood Change	6
A New Spatial Shift‐Share Decomposition: An Application to Tourism Competitiveness in Italian Regions	6
2.15 or Not 2.15? An Historical‐Analytical Inquiry into the Nearest‐Neighbor Statistic	5
Automated Detection of Missing Links in Bicycle Networks	5
A Simulation Study to Explore Inference about Global Moran's I with Random Spatial Indexes	5
Geographical Analysis at Midlife	5
A Spatial Scan Statistic to Detect Spatial Communities of Vehicle Movements on Urban Road Networks	5
Scan Statistics Adjusted for Global Spatial Autocorrelation	5
Spatial Analysis and Modeling: Advances and Evolution	5
A Visual Analytics System for Space–Time Dynamics of Regional Income Distributions Utilizing Animated Flow Maps and Rank‐based Markov Chains	5
Neighborhood Dynamics and Long‐Term Change	4
Retail and Place Attractiveness: The Effects of Big‐Box Entry on Property Values	4
An Empirical Study of Commuting Efficiency Between Different Educational Categories of Workers in Shanghai	4
Multivariate Neighborhood Trajectory Analysis: An Exploration of the Functional Data Analysis Approach	4
Corrigendum	4
A deeper look at impacts in spatial Durbin model with sphet	3
A Comment on “A Route Map for Successful Applications of Geographically‐Weighted Regression”: The Alternative Expressway to Defensible Regression‐Based Local Modeling	3
Distance in Spatial Analysis: Measurement, Bias, and Alternatives	3
Mapping the Spatial Conditions of Polycentric Urban Development in Europe: An Open‐source Software Tool	3
Spatiotemporal Multi‐objective Optimization for Competitive Mobile Vendors’ Location and Routing Using De Facto Population Demands	3
An Examination of the Stochastic Distribution of Spatial Accessibility to Intensive Care Unit Beds during the COVID‐19 Pandemic: A Case Study of the Greater Houston Area of Texas	3
Backfitting Estimation for Geographically Weighted Regression Models with Spatial Autocorrelation in the Response	3
Urban Interventions to Reduce Pollution Exposure and Improve Spatial Equity	3
Understanding Population Decline Trajectories in Spain using Sequence Analysis	3
Neighborhood Blighted Property Removal and 311 Calls for Non‐Emergency Services: A Test of a Marker of Social Control	3
A Micro‐Econometric Store Choice Model Incorporating Multi‐ and Omni‐Channel Shopping: The Case of Furniture Retailing in Germany	2
Measuring and Visualizing Patterns of Ethnic Concentration: The Role of Distortion Coefficients	2
Comparison of Moran's I and Geary's c in Multivariate Spatial Pattern Analysis	2
A Long Way to Complexity: Nonlinear “Growth Stages” and Spatially Uncoordinated Settlement Expansion in a Compact City (Athens, Greece)	2
Estimating σ² for the Classical Linear Regression Model (CLRM) with the Presence of the Modifiable Areal Unit Problem (MAUP)	2
Meningococcal Meningitis and Coal Mining in Provincial England: Geographical Perspectives on a Major Epidemic, 1929–33	2
Map Comparison Methods for Three‐Dimensional Space and Time Voxel Data	2
Harnessing Spatial Heterogeneity in Composite Indicators through the Ordered Geographically Weighted Averaging (OGWA) Operator	2
Recursive Estimation of the Spatial Error Model	2
Making Space in Geographical Analysis	2
Big Code	2
Approximating the Length of Vehicle Routing Problem Solutions Using Complementary Spatial Information	2
The Importance of Null Hypotheses: Understanding Differences in Local Moran’s under Heteroskedasticity	2
Verifying and Exploring Settlement Selection Rules and Variables for Small‐Scale Maps Using Decision Tree‐Based Models	2
The Right to Rule by Thumb: A Comment on Epistemology in “A Route Map for Successful Applications of Geographically‐Weighted Regression”	2
Effects of Vaccination and the Spatio‐Temporal Diffusion of Covid‐19 Incidence in Turkey	2
Applying Local Indicators of Spatial Association to Analyze Longitudinal Data: The Absolute Perspective	2

gwverse: A Template for a New Generic Geographically Weighted R Package	2
Handling Heterogeneity in Assessing Residential Satisfaction	2
Overview of Contributions inGeographical Analysis: Waldo Tobler	1
Temporal Network Kernel Density Estimation	1
An Extended K Function Method for Analyzing Distributions of Polygons with GIS	1
Local Indicator of Spatial Agglomeration between Newly Opened Outlets and Existing Competitors on a Street Network	1
A Closed‐Form Consistent Estimator for Linear Models with Spatial Dependence	1
Ranking Spatial Units with Structural Property and Traffic Distributions for Uncovering Spatial Interaction Patterns in a City	1
The Spatiotemporal Evolution of Sydney's Tram Network Using Network Econometrics	1
Navigating the Methodological Landscape in Spatial Analysis: A Comment on “A Route Map for Successful Applications of Geographically‐Weighted Regression”	1
City Size Distribution Analyses Based on the Concept of Entropy Competition	1
A Hybrid Approach for Mass Valuation of Residential Properties through Geographic Information Systems and Machine Learning Integration	1
What's a School Worth to a Neighborhood? A Spatial Hedonic Analysis of Property Prices in the Context of Accommodation Reviews in Ontario	1
Bayesian Spatiotemporal Model for Life Expectancy Mapping; Changes in Barcelona From 2007 to 2018	1
Contextual Metrics a Mathematical Definition for a Comprehensive Approach of Geographical Distances	1
Three Common Machine Learning Algorithms Neither Enhance Prediction Accuracy Nor Reduce Spatial Autocorrelation in Residuals: An Analysis of Twenty‐five Socioeconomic Data Sets	1
The Spatial Association of Demographic and Population Health Characteristics with COVID‐19 Prevalence Across Districts in India	1
How to Measure Distance on a Digital Terrain Surface and Why it Matters in Geographical Analysis	1
The Effects of Weight Choices on the Power of the Getis–Ord Statistic	1
Generalizing Impact Computations for the Autoregressive Spatial Interaction Model	1
A Rejoinder to the Commentaries on “A Route Map for Successful Applications of Geographically Weighted Regression” by Comber et al. (2022)	1
Delineating the Spatio‐Temporal Pattern of House Price Variation by Local Authority in England: 2009 to 2016	1
A Framework for Moving Beyond Computational Reproducibility: Lessons from Three Reproductions of Geographical Analyses of COVID‐19	1
The Majority Theorem for the Single (p = 1) Median Problem and Local Spatial Autocorrelation	1
A Comparison of Spatial and Nonspatial Methods in Statistical Modeling of NO2: Prediction Accuracy, Uncertainty Quantification, and Model Interpretation	1
Prediction of Bike‐sharing Trip Counts: Comparing Parametric Spatial Regression Models to a Geographically Weighted XGBoost Algorithm	1