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Articles | Volume L-4/W1-2026
https://doi.org/10.5194/isprs-archives-L-4-W1-2026-49-2026
https://doi.org/10.5194/isprs-archives-L-4-W1-2026-49-2026
29 Aug 2026
 | 29 Aug 2026

Open-Source Spatiotemporal Traffic Congestion Analysis at City Scale: A Reproducible Python Pipeline Combining PySAL, OSMnx, and Multilevel Modeling

Firman Hadi, Fauzan Abdullah, Yasser Wahyuddin, and L.M. Sabri

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