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A study on commuters’ public transportation mode choice behavior in river valley-type cities considering terrain spatial perception: evidence from Lanzhou, China

Crossref DOI link: https://doi.org/10.1038/s41598-024-64062-z

Published Online: 2024-06-09

Update policy: https://doi.org/10.1007/springer_crossmark_policy

Authors

Fan, Mengxing

Qi, Jinping

Zheng, Xiangdong

Shang, Hongtai

Kan, Jiayun
Funding

Funding for this research was provided by:

National Natural Science Foundation of China (72361019)
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Text and Data Mining valid from 2024-06-09

Version of Record valid from 2024-06-09
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Article History

Received: 2 February 2024

Accepted: 5 June 2024

First Online: 9 June 2024

Competing interests

: The authors declare no competing interests.

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