Meenorngwar, C., Krates, J., Kijphati, R., Amornmahaphun, S. and Nithikathkul, C. 2026. Identifying Influential Predictors of Loneliness in a Thai Community: A Cross-Sectional Machine Learning Analysis. International Journal of Geoinformatics. 22, 3 (Mar. 2026), 85–98. DOI:https://doi.org/10.52939/ijg.v22i3.4867.