OOIR: Observatory of International Research

Papers

(The TQCC of Geographical Analysis is 5. 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 Generalized Framework for Measuring Pedestrian Accessibility around the World Using Open Data	19
A Comparison of Residential Apartment Rent Price Predictions Using a Large Data Set: Kriging Versus Deep Neural Network	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
2.15 or Not 2.15? An Historical‐Analytical Inquiry into the Nearest‐Neighbor Statistic	6
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
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
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