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 2020-11-01 to 2024-11-01.)

Article	Citations
R Packages for Analyzing Spatial Data: A Comparative Case Study with Areal Data	118
A Route Map for Successful Applications of Geographically Weighted Regression	57
Future Developments in Geographical Agent‐Based Models: Challenges and Opportunities	44
Street Network Models and Indicators for Every Urban Area in the World	35
GeoDa, From the Desktop to an Ecosystem for Exploring Spatial Data	27
Evolution of Urban Patterns: Urban Morphology as an Open Reproducible Data Science	26
Spatial Causality: A Systematic Review on Spatial Causal Inference	21
ThePySALEcosystem: Philosophy and Implementation	20
A Comparison of Residential Apartment Rent Price Predictions Using a Large Data Set: Kriging Versus Deep Neural Network	19
A Generalized Framework for Measuring Pedestrian Accessibility around the World Using Open Data	19
Detecting Colocation Flow Patterns in the Geographical Interaction Data	17
Ripley’s K‐function for Network‐Constrained Flow Data	16
The Impacts of the Modifiable Areal Unit Problem (MAUP) on Omission Error	14
Analyzing Contacts and Behavior from High Frequency Tracking Data Using the wildlifeDI R Package	14
Identifying Spatiotemporal Clusters by Means of Agglomerative Hierarchical Clustering and Bayesian Regression Analysis with Spatiotemporally Varying Coefficients: Methodology and Application to Dengue	13
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	12
A Simulation Study to Explore Inference about Global Moran's I with Random Spatial Indexes	12
Reproducibility of Research During COVID‐19: Examining the Case of Population Density and the Basic Reproductive Rate from the Perspective of Spatial Analysis	11
Open Source Software for Spatial Data Science	11
Automated Detection of Missing Links in Bicycle Networks	9
Are We Modelling Spatially Varying Processes or Non‐linear Relationships?	9
Partial and Semi‐Partial Statistics of Spatial Associations for Multivariate Areal Data	9
An Open‐Source Model for Projecting Small Area Demographic and Land‐Use Change	9
Incorporating E‐commerce into Retail Location Models	9
Disentangling Time Use, Food Environment, and Food Behaviors Using Multi‐Channel Sequence Analysis	8

A Probabilistic Approach to Address Data Uncertainty in Regionalization	8
Analysis of Spatial Networks From Bipartite Projections Using the R Backbone Package	8
Empirical Measures of Park Use in American Cities, and the Demographic Biases of Spatial Models	7
Balancing Spatial and Non‐Spatial Variation in Varying Coefficient Modeling: A Remedy for Spurious Correlation	7
Backfitting Estimation for Geographically Weighted Regression Models with Spatial Autocorrelation in the Response	7
The Importance of Null Hypotheses: Understanding Differences in Local Moran’s under Heteroskedasticity	6
Harnessing Spatial Heterogeneity in Composite Indicators through the Ordered Geographically Weighted Averaging (OGWA) Operator	6
Scan Statistics Adjusted for Global Spatial Autocorrelation	6
A New Spatial Shift‐Share Decomposition: An Application to Tourism Competitiveness in Italian Regions	6
Multivariate Neighborhood Trajectory Analysis: An Exploration of the Functional Data Analysis Approach	6
Comparison of Moran's I and Geary's c in Multivariate Spatial Pattern Analysis	6
Corrigendum	6
2.15 or Not 2.15? An Historical‐Analytical Inquiry into the Nearest‐Neighbor Statistic	6
A Comment on “A Route Map for Successful Applications of Geographically‐Weighted Regression”: The Alternative Expressway to Defensible Regression‐Based Local Modeling	5
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	5
Understanding Population Decline Trajectories in Spain using Sequence Analysis	5
Neighborhood Blighted Property Removal and 311 Calls for Non‐Emergency Services: A Test of a Marker of Social Control	5
Approximating the Length of Vehicle Routing Problem Solutions Using Complementary Spatial Information	5
A Spatial Scan Statistic to Detect Spatial Communities of Vehicle Movements on Urban Road Networks	5
An Empirical Study of Commuting Efficiency Between Different Educational Categories of Workers in Shanghai	4
A Long Way to Complexity: Nonlinear “Growth Stages” and Spatially Uncoordinated Settlement Expansion in a Compact City (Athens, Greece)	4
A Hybrid Approach for Mass Valuation of Residential Properties through Geographic Information Systems and Machine Learning Integration	4
Urban Interventions to Reduce Pollution Exposure and Improve Spatial Equity	4
Effects of Vaccination and the Spatio‐Temporal Diffusion of Covid‐19 Incidence in Turkey	3
The Majority Theorem for the Single (p = 1) Median Problem and Local Spatial Autocorrelation	3
The Spatial Association of Demographic and Population Health Characteristics with COVID‐19 Prevalence Across Districts in India	3
The Right to Rule by Thumb: A Comment on Epistemology in “A Route Map for Successful Applications of Geographically‐Weighted Regression”	3
Making Space in Geographical Analysis	3
Mapping the Spatial Conditions of Polycentric Urban Development in Europe: An Open‐source Software Tool	3
A Micro‐Econometric Store Choice Model Incorporating Multi‐ and Omni‐Channel Shopping: The Case of Furniture Retailing in Germany	3
Big Code	3
A deeper look at impacts in spatial Durbin model with sphet	3
gwverse: A Template for a New Generic Geographically Weighted R Package	3
Spatiotemporal Multi‐objective Optimization for Competitive Mobile Vendors’ Location and Routing Using De Facto Population Demands	3
Spatial Patterns in the Association between the Prevalence of Asthma and Determinants of Health	2
Generalizing Impact Computations for the Autoregressive Spatial Interaction Model	2
Measuring and Visualizing Patterns of Ethnic Concentration: The Role of Distortion Coefficients	2
Applying Local Indicators of Spatial Association to Analyze Longitudinal Data: The Absolute Perspective	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
Prediction of Bike‐sharing Trip Counts: Comparing Parametric Spatial Regression Models to a Geographically Weighted XGBoost Algorithm	2
Temporal Network Kernel Density Estimation	2
Recursive Estimation of the Spatial Error Model	2
Local Indicator of Spatial Agglomeration between Newly Opened Outlets and Existing Competitors on a Street Network	2
Hybridizing Geographically Weighted Regression and Multilevel Models: A New Approach to Capture Contextual Effects in Geographical Analyses	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
A Rejoinder to the Commentaries on “A Route Map for Successful Applications of Geographically Weighted Regression” by Comber et al. (2022)	2
Population and Morphological Change: A Study of Building Type Replacements in the Osaka‐Kobe City‐Region in Japan	2
Estimating σ² for the Classical Linear Regression Model (CLRM) with the Presence of the Modifiable Areal Unit Problem (MAUP)	2
A Framework for Moving Beyond Computational Reproducibility: Lessons from Three Reproductions of Geographical Analyses of COVID‐19	1

The Spatiotemporal Evolution of Sydney's Tram Network Using Network Econometrics	1
Probabilistic Regionalization via Evidence Accumulation with Random Spanning Trees as Weak Spatial Representations	1
Multiplant Location Involving Resource Allocation	1
The Spatial Autoregressive Panel Data Model with Spatial Moving Average Errors	1
Development of a Variable Multimodal Balanced Floating Catchment Area Approach for Spatial Accessibility Assessment	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
An Extended K Function Method for Analyzing Distributions of Polygons with GIS	1
Bayesian Spatiotemporal Model for Life Expectancy Mapping; Changes in Barcelona From 2007 to 2018	1
A Comparison of Spatial and Nonspatial Methods in Statistical Modeling of NO2: Prediction Accuracy, Uncertainty Quantification, and Model Interpretation	1
City Size Distribution Analyses Based on the Concept of Entropy Competition	1
The Art of Geographical Analysis	1
	1
Delineating the Spatio‐Temporal Pattern of House Price Variation by Local Authority in England: 2009 to 2016	1
Understanding Changes in Spatial Accessibility to Restaurants During the COVID‐19 Pandemic: Disentangling Closures, Inequity, Neighborhood, and Transportation Mode	1
The Effects of Weight Choices on the Power of the Getis–Ord Statistic	1
Navigating the Methodological Landscape in Spatial Analysis: A Comment on “A Route Map for Successful Applications of Geographically‐Weighted Regression”	1
Contextual Metrics a Mathematical Definition for a Comprehensive Approach of Geographical Distances	1
Neighborhood Effects and Neighborhood Dynamics	1
A Closed‐Form Consistent Estimator for Linear Models with Spatial Dependence	1
Uncovering Representation Bias in Large‐scale Cellular Phone‐based Data: A Case Study in North Carolina	1
Effects of Confidentiality‐Preserving Geo‐Masking on the Estimation of Semivariogram and of the Kriging Variance	1