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Open Access

Peer-reviewed

Research Article

A population spatialization method based on the integration of feature selection and an improved random forest model

Zhen Zhao,

Roles Formal analysis, Methodology, Software, Visualization, Writing – original draft

Affiliation The Seismological Bureau of Sichuan Province, Chengdu, Sichuan, China

https://orcid.org/0000-0002-1729-7272

⨯
Hongmei Guo ,

Roles Conceptualization, Supervision, Writing – review & editing

* E-mail: guohongmei@scdzj.gov.cn

Affiliation The Seismological Bureau of Sichuan Province, Chengdu, Sichuan, China
⨯
Xueli Jiang,

Roles Data curation, Formal analysis, Methodology, Software

Affiliation Southwest Jiaotong University, Chengdu, Sichuan, China
⨯
Ying Zhang,

Roles Data curation, Formal analysis

Affiliation The Seismological Bureau of Sichuan Province, Chengdu, Sichuan, China
⨯
Changjiang Lu,

Roles Data curation

Affiliation The Seismological Bureau of Sichuan Province, Chengdu, Sichuan, China
⨯
Can Zhang,

Roles Formal analysis, Visualization

Affiliation The Seismological Bureau of Sichuan Province, Chengdu, Sichuan, China
⨯
Zonghang He

Roles Writing – review & editing

Affiliation The Seismological Bureau of Sichuan Province, Chengdu, Sichuan, China
⨯

A population spatialization method based on the integration of feature selection and an improved random forest model

Zhen Zhao,
Hongmei Guo,
Xueli Jiang,
Ying Zhang,
Changjiang Lu,
Can Zhang,
Zonghang He

x

Published: April 3, 2025
https://doi.org/10.1371/journal.pone.0321263

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