OOIR: Observatory of International Research

Papers

(The H4-Index of International Journal of Geographical Information Science is 24. 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 2020-10-01 to 2024-10-01.)

Article	Citations
An augmented representation method of debris flow scenes to improve public perception	113
Understanding the modifiable areal unit problem in dockless bike sharing usage and exploring the interactive effects of built environment factors	84
A methodological framework for analysis of participatory mapping data in research, planning, and management	71
A review of location encoding for GeoAI: methods and applications	65
A comparison of a gradient boosting decision tree, random forests, and artificial neural networks to model urban land use changes: the case of the Seoul metropolitan area	57
A geographically weighted artificial neural network	49
Walking through the forests of the future: using data-driven virtual reality to visualize forests under climate change	44
A multi-view bidirectional spatiotemporal graph network for urban traffic flow imputation	43
Estimating urban functional distributions with semantics preserved POI embedding	41
GANmapper: geographical data translation	34
An interactive detector for spatial associations	34
Prediction of human activity intensity using the interactions in physical and social spaces through graph convolutional networks	31
Compliance and containment in social distancing: mathematical modeling of COVID-19 across townships	31
Application of a graph convolutional network with visual and semantic features to classify urban scenes	29
A comprehensive quality assessment framework for linear features from Volunteered Geographic Information	29
3D building metrics for urban morphology	28
Mapping monthly population distribution and variation at 1-km resolution across China	27
A knowledge representation model based on the geographic spatiotemporal process	27
Dynamical community detection and spatiotemporal analysis in multilayer spatial interaction networks using trajectory data	26
Identify urban building functions with multisource data: a case study in Guangzhou, China	26
Extraction and analysis of natural disaster-related VGI from social media: review, opportunities and challenges	25
Fractal evolution of urban street networks in form and structure: a case study of Hong Kong	25
Exploring the vertical dimension of street view image based on deep learning: a case study on lowest floor elevation estimation	25
On the suitability of a unified GIS-BIM-HBIM framework for cataloguing and assessing vulnerability in Historic Urban Landscapes: a critical review	24
Geo-knowledge-guided GPT models improve the extraction of location descriptions from disaster-related social media messages	24