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 2020-04-01 to 2024-04-01.)

Article	Citations
Common mistakes in ecological niche models	157
A comparative study of heterogeneous ensemble-learning techniques for landslide susceptibility mapping	127
An augmented representation method of debris flow scenes to improve public perception	104
Understanding the modifiable areal unit problem in dockless bike sharing usage and exploring the interactive effects of built environment factors	66
A methodological framework for analysis of participatory mapping data in research, planning, and management	60
A review of location encoding for GeoAI: methods and applications	48
Graph convolutional autoencoder model for the shape coding and cognition of buildings in maps	48
Walking through the forests of the future: using data-driven virtual reality to visualize forests under climate change	42
From 2SFCA to i2SFCA: integration, derivation and validation	40
A geographically weighted artificial neural network	38
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	38
Geographically and temporally neural network weighted regression for modeling spatiotemporal non-stationary relationships	34
Reproducibility and replicability: opportunities and challenges for geospatial research	34
A multi-view bidirectional spatiotemporal graph network for urban traffic flow imputation	34
A distributed framework for extracting maritime traffic patterns	30
L-function of geographical flows	29
Compliance and containment in social distancing: mathematical modeling of COVID-19 across townships	29
Urban expansion in Auckland, New Zealand: a GIS simulation via an intelligent self-adapting multiscale agent-based model	26
An interactive detector for spatial associations	25
Prediction of human activity intensity using the interactions in physical and social spaces through graph convolutional networks	25
A BiLSTM-CNN model for predicting users’ next locations based on geotagged social media	25
GANmapper: geographical data translation	25
Estimating urban functional distributions with semantics preserved POI embedding	24
Application of a graph convolutional network with visual and semantic features to classify urban scenes	24