Exploring the impact of urban vitality on carbon emission mechanisms using multi-source data.

Sci Rep · 2026 · PMC12769675 · PMID 41484152

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a decreasing trendno p-value reported

Processing the monthly average data from ODIAC for 2023 yielded a spatial distribution map of annual carbon emissions for Yantai, revealing a higher concentration in the central urban area with a decreasing trend radiating outwards.

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