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Spatiotemporal dynamics and driving mechanisms of carbon emissions from China’s expressway operations

This study presents a nationwide, high-resolution analysis of China's 2024 expressway operational CO₂ emissions, revealing that emissions are heavily concentrated on major trunk corridors and exhibit significant monthly fluctuations driven by congestion-induced speed reductions, thereby highlighting the critical need for fine-scale temporal data to inform effective transport decarbonization strategies.

Original authors: Panyue Zhang, zhuohan liu, yajie Zhang, guangming zhang

Published 2026-09-01
📖 1 min read☕ Coffee break read

Original authors: Panyue Zhang, zhuohan liu, yajie Zhang, guangming zhang

Original paper licensed under CC BY 4.0 (https://creativecommons.org/licenses/by/4.0/). This is an AI-generated explanation of the paper below. It is not written or endorsed by the authors. For technical accuracy, refer to the original paper. Read full disclaimer

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