https://orcid.org/0009-0006-7675-3692
About the Authors
- Yuan Du
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Roles Conceptualization, Data curation, Methodology, Writing – original draft
Affiliation Gansu Transportation Investment Management Co., Ltd, Lanzhou, Gansu, China
- Ning Li
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Roles Data curation, Validation, Writing – review & editing
* E-mail: 273866413@qq.com
Affiliation Gansu Industry Technology Center of Transportation Construction Materials Research and Application, Lanzhou Jiaotong University, Lanzhou, Gansu, China
- Manbin Yang
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Roles Writing – review & editing, Visualization
Affiliation Gansu Industry Technology Center of Transportation Construction Materials Research and Application, Lanzhou Jiaotong University, Lanzhou, Gansu, China
- She Shan
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Roles Supervision, Visualization
Affiliation Gansu Transportation Investment Management Co., Ltd, Lanzhou, Gansu, China
- Hui Dou
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Roles Validation, Writing – review & editing
Affiliation Gansu Industry Technology Center of Transportation Construction Materials Research and Application, Lanzhou Jiaotong University, Lanzhou, Gansu, China
- Yongzhi Chen
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Roles Writing – review & editing
Affiliation Gansu Transportation Investment Management Co., Ltd, Lanzhou, Gansu, China
- Xinyuan Liu
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Roles Data curation, Methodology
Affiliation Gansu Transportation Investment Management Co., Ltd, Lanzhou, Gansu, China
Competing Interests
The authors have declared that no competing interests exist.