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Author

Abdullah Munif

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Aug 2026

Network-constrained spatio-temporal analysis and predictive modeling of road traffic accident hotspots for enhanced urban safety: a case study of Faisalabad, Pakistan.

OBJECTIVES Identifying the hotspots is crucial to prevent the hazardous effects of Road Traffic Accidents (RTAs). This research based on the significant current and future hotspots and temporal patterns of the RTAs of two years (2022-2023) by integrating the GIS tools with statistical analysis, investigates and reveals...

Abdullah Munif, Shoaib Khalid, Fariha Zameer et al. · 0 citations

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