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Urban Emission Digital Twin

A scalable urban planning tool that uses open data to simulate the impact of traffic demand and congestion on city-wide carbon emissions. The platform provides high-resolution emission estimates while incorporating uncertainty intervals to ensure policy decisions are based on robust data.