OOIR: Observatory of International Research

Papers

(The H4-Index of ISPRS International Journal of Geo-Information is 37. 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 2021-02-01 to 2025-02-01.)

Article	Citations
Learning from Accidents: Spatial Intelligence Applied to Road Accidents with Insights from a Case Study in Setúbal District, Portugal	173
Isolated or Colocated? Exploring the Spatio-Temporal Evolution Pattern and Influencing Factors of the Attractiveness of Residential Areas to Restaurants in the Central Urban Area	84
Describing the Urban Jungle: A Multicriteria Urbanization Index for the Amazon	83
A Spatial Regression Model for Predicting Prices of Short-Term Rentals in Athens, Greece	81
GIS Mapping Evaluation of Stroke Service Areas in Bangkok Using Emergency Medical Services	74
An End-to-End Point of Interest (POI) Conflation Framework	72
Map-Matching Error Identification in the Absence of Ground Truth	70
An Integrated Graph Model for Spatial–Temporal Urban Crime Prediction Based on Attention Mechanism	65
Dynamics of the Burlan and Pomacochas Lakes Using SAR Data in GEE, Machine Learning Classifiers, and Regression Methods	63
Predicting Earthquake-Induced Landslides by Using a Stochastic Modeling Approach: A Case Study of the 2001 El Salvador Coseismic Landslides	62
Identification of Urban Functional Zones Based on POI Density and Marginalized Graph Autoencoder	60
A Deep-Learning-Based Multimodal Data Fusion Framework for Urban Region Function Recognition	55
Accuracy Evaluation of Ionospheric Delay from Multi-Scale Reference Networks and Its Augmentation to PPP during Low Solar Activity	54
Revealing Dynamic Spatial Structures of Urban Mobility Networks and the Underlying Evolutionary Patterns	52
Next Point-of-Interest Recommendation Based on Joint Mining of Spatial–Temporal and Semantic Sequential Patterns	48
Flood Monitoring in the Middle and Lower Basin of the Yangtze River Using Google Earth Engine and Machine Learning Methods	48
A Pathfinding Algorithm for Large-Scale Complex Terrain Environments in the Field	47
Development of Spatial Model for Food Security Prediction Using Remote Sensing Data in West Java, Indonesia	46
On the Representativeness of OpenStreetMap for the Evaluation of Country Tourism Competitiveness	46
Analysis of Guidance Signage Systems from a Complex Network Theory Perspective: A Case Study in Subway Stations	45
Multistage Impacts of the Heavy Rain Process on the Travel Speeds of Urban Roads	44
Quantitative Study on American COVID-19 Epidemic Predictions and Scenario Simulations	43
Characterizing Intercity Mobility Patterns for the Greater Bay Area in China	43
Efficient Interactive Tactile Maps: A Semi-Automated Workflow Using the TouchIt3D Technology and OpenStreetMap Data	42
Spatio-Temporal Machine Learning Analysis of Social Media Data and Refugee Movement Statistics	42

General Data Search Algorithms for Earth Simulation Systems with Cyclic Boundaries	41
Unveiling Urban River Visual Features Through Immersive Virtual Reality: Analyzing Youth Perceptions with UAV Panoramic Imagery	41
Modeling Population Mobility Flows: A Hybrid Approach Integrating a Gravity Model and Machine Learning	41
Optimization of Shared Electric Scooter Deployment Stations Based on Distance Tolerance	40
Data-Driven Models Informed by Spatiotemporal Mobility Patterns for Understanding Infectious Disease Dynamics	40
Mesoscale Structure in Urban–Rural Mobility Networks in the Pearl River Delta Area: A Weighted Stochastic Block Modeling Analysis	39
A Spatial Approach for Modeling Amphibian Road-Kills: Comparison of Regression Techniques	39
Mapping Geospatial AI Flood Risk in National Road Networks	39
The Analyses of Land Use and Prevention in High-Density Main Urban Areas under the Constraint of Karst Ground Subsidence: Study of Wuhan City, China	39
Temporal and Spatial Evolution Analysis of Earthquake Events in California and Nevada Based on Spatial Statistics	38
Spatial Distribution Assessment of Terrorist Attack Types Based on I-MLKNN Model	37
Spectral Index for Mapping Topsoil Organic Matter Content Based on ZY1-02D Satellite Hyperspectral Data in Jiangsu Province, China	37