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Explainable machine learning for predictive modeling of blowing snow detection and meteorological feature assessment using XGBoost-SHAP
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Feng Wang ,
Roles Conceptualization, Visualization, Writing – original draft
* E-mail: wf21114126@163.com (FW)
Affiliations School of Civil Engineering, Beijing Jiaotong University, Beijing, China, Guoneng Shuohuang Railway Development Co., LTD, Yuanping, Shanxi Province, China
⨯ - Xinrang Wang,
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Sai Li
Roles Data curation, Software
Affiliation School of Civil Engineering, Shijiazhuang Tiedao University, Shijiazhuang, Hebei Province, China
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https://orcid.org/0009-0002-8877-7772
Explainable machine learning for predictive modeling of blowing snow detection and meteorological feature assessment using XGBoost-SHAP
- Feng Wang,
- Xinrang Wang,
- Sai Li
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- Published: March 28, 2025
- https://doi.org/10.1371/journal.pone.0318835