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Open Access

Peer-reviewed

Research Article

Empowering rural governance with digital technology: Deep learning models for automated detection of rural buildings using remote sensing images

Jingling Zhong,

Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Methodology

Affiliation School of Managements, Guangzhou Huashang College, Guangzhou, Guangdong, China
⨯
Youcai Xie ,

Roles Project administration

* E-mail: xiexie_1234567890@163.com

Affiliation School of Managements, Guangzhou Huashang College, Guangzhou, Guangdong, China

https://orcid.org/0009-0004-9676-8619

⨯
Lixia Li,

Roles Resources, Software, Supervision, Validation, Visualization

Affiliation School of Artificial Intelligence, Guangzhou Huashang College, Guangzhou, Guangdong, China
⨯
Chuanlin Shi

Roles Writing – original draft, Writing – review & editing

Affiliation School of Public Administration, South China Agricultural University, Guangzhou, Guangdong, China
⨯

Empowering rural governance with digital technology: Deep learning models for automated detection of rural buildings using remote sensing images

Jingling Zhong,
Youcai Xie,
Lixia Li,
Chuanlin Shi

x

Published: June 12, 2026
https://doi.org/10.1371/journal.pone.0351311

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Remote sensing imagery
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Learning
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