Nurpeissova, G. , Kairanbayeva, A. , Nurakynov, S. , Panyukova, D. and Panyukov, K. 2025. Development of an intelligent geographic information system for mountain roads monitoring: Ground data collection and analysis. International Journal of Innovative Research and Scientific Studies. 8, 1 (Jan. 2025), 168–190. DOI:https://doi.org/10.53894/ijirss.v8i1.3582.