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In the context of the current construction of smart cities, cycling activities have grown rapidly, and the optimization of road cycling environments has become increasingly important. In order to explore the role of the optimization of cycling environment in improving the health of cyclists and shaping the overall sustainable environment of the city, this article takes the coastal road of Qingdao...
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