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Multi-objective low emission zone planning under multi-level coverage
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DOI：10.1016/j.scs.2026.107922.png)
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Abstract
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• LEZ selection balances exposure, implementation cost, and population coverage.
• Multi-level coverage accounts for overlapping effects among selected LEZ areas.
• Two optimization methods are used to generate alternative LEZ configurations.
• The Konya case combines air quality, traffic, population, cost, and GIS data.
• Balanced LEZ plans remain close to minimum exposure with wider population coverage.
Keywords:
Low emission zone
Urban air quality
Sustainable urban planning
Multi-objective optimization
Mixed-integer programming
Multi-level coverage
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