Table 2

Quantitative risk mitigation assessment with space optimization strategy.

Risk category Risk indicator Baseline value Optimization value Reduction rate Threshold
Visual Obstruction Blind Spot Density (per 100 m²) 3.2 ± 0.8 1.5 ± 0.4 53.1% >2.0
Pedestrian Risk Peak Density (persons/m²) 1.8 ± 0.3 1.2 ± 0.2 33.3% >1.5
Path Conflict Intersection Conflict Index 0.42 ± 0.07 0.23 ± 0.05 45.2% >0.3
Emergency Evacuation Evacuation Time (seconds) 182 ± 15 126 ± 12 30.8% <150
Lighting Hazard Uniformity Ratio (Emin/Eavg) 0.38 ± 0.06 0.62 ± 0.04 63.2% >0.6

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