OOIR: Observatory of International Research

Papers

(The H4-Index of ISPRS International Journal of Geo-Information is 40. 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
Extended Reality in Spatial Sciences: A Review of Research Challenges and Future Directions	131
A3T-GCN: Attention Temporal Graph Convolutional Network for Traffic Forecasting	121
Flood Susceptibility Mapping through the GIS-AHP Technique Using the Cloud	96
Digital Twin and CyberGIS for Improving Connectivity and Measuring the Impact of Infrastructure Construction Planning in Smart Cities	87
A Review of Techniques for 3D Reconstruction of Indoor Environments	83
Digital Twin: Research Framework to Support Preventive Conservation Policies	73
A Novel Hybrid Method for Landslide Susceptibility Mapping-Based GeoDetector and Machine Learning Cluster: A Case of Xiaojin County, China	72
Digital Terrain Models Generated with Low-Cost UAV Photogrammetry: Methodology and Accuracy	69
Landslide Susceptibility Mapping and Assessment Using Geospatial Platforms and Weights of Evidence (WoE) Method in the Indian Himalayan Region: Recent Developments, Gaps, and Future Directions	64
Spatially Varying Effects of Street Greenery on Walking Time of Older Adults	63
Escaping from Cities during the COVID-19 Crisis: Using Mobile Phone Data to Trace Mobility in Finland	63
Exploring Urban Spatial Features of COVID-19 Transmission in Wuhan Based on Social Media Data	60
Monitoring Forest Change in the Amazon Using Multi-Temporal Remote Sensing Data and Machine Learning Classification on Google Earth Engine	59
Water Areas Segmentation from Remote Sensing Images Using a Separable Residual SegNet Network	58
Comparing Machine and Deep Learning Methods for Large 3D Heritage Semantic Segmentation	56
Investigating the Relationship between the Built Environment and Relative Risk of COVID-19 in Hong Kong	55
Spatiotemporal Analysis of COVID-19 Spread with Emerging Hotspot Analysis and Space–Time Cube Models in East Java, Indonesia	54
POI Mining for Land Use Classification: A Case Study	51
Impact of Various Atmospheric Corrections on Sentinel-2 Land Cover Classification Accuracy Using Machine Learning Classifiers	51
Geospatial Assessment of Soil Erosion Intensity and Sediment Yield Using the Revised Universal Soil Loss Equation (RUSLE) Model	50
Time-Series Clustering for Home Dwell Time during COVID-19: What Can We Learn from It?	45
A New Urban Vitality Analysis and Evaluation Framework Based on Human Activity Modeling Using Multi-Source Big Data	45
Deep Learning-Assisted Smart Process Planning, Robotic Wireless Sensor Networks, and Geospatial Big Data Management Algorithms in the Internet of Manufacturing Things	45
Landslide Susceptibility Prediction Considering Regional Soil Erosion Based on Machine-Learning Models	44
Spatial Variability of Rainfall Trends in Sri Lanka from 1989 to 2019 as an Indication of Climate Change	44

Terrain Analysis in Google Earth Engine: A Method Adapted for High-Performance Global-Scale Analysis	44
Glacial Lakes Mapping Using Multi Satellite PlanetScope Imagery and Deep Learning	44
Mapping Local Climate Zones and Their Applications in European Urban Environments: A Systematic Literature Review and Future Development Trends	43
Performance Evaluation of GIS-Based Artificial Intelligence Approaches for Landslide Susceptibility Modeling and Spatial Patterns Analysis	43
Building Virtual 3D City Model for Smart Cities Applications: A Case Study on Campus Area of the University of Novi Sad	43
Spatial Distribution Pattern and Influencing Factors of Sports Tourism Resources in China	42
A GIS-based DRASTIC Model and an Adjusted DRASTIC Model (DRASTICA) for Groundwater Susceptibility Assessment along the China–Pakistan Economic Corridor (CPEC) Route	42
Daily Water Level Prediction of Zrebar Lake (Iran): A Comparison between M5P, Random Forest, Random Tree and Reduced Error Pruning Trees Algorithms	42
Combining Deep Learning and Location-Based Ranking for Large-Scale Archaeological Prospection of LiDAR Data from The Netherlands	42
Effects of Virtual Reality Locomotion Techniques on Distance Estimations	41
An Accurate Matching Method for Projecting Vector Data into Surveillance Video to Monitor and Protect Cultivated Land	41
Cascaded Attention DenseUNet (CADUNet) for Road Extraction from Very-High-Resolution Images	41
An Evaluation of Street Dynamic Vitality and Its Influential Factors Based on Multi-Source Big Data	41
Land Use/Land Cover Change and Their Driving Factors in the Yellow River Basin of Shandong Province Based on Google Earth Engine from 2000 to 2020	41
LASDU: A Large-Scale Aerial LiDAR Dataset for Semantic Labeling in Dense Urban Areas	40
Measuring Community Disaster Resilience in the Conterminous Coastal United States	40
Issues of Healthcare Planning and GIS: A Review	40
A Review of Human Mobility Research Based on Big Data and Its Implication for Smart City Development	40
Multidimensional Urban Vitality on Streets: Spatial Patterns and Influence Factor Identification Using Multisource Urban Data	40