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Open Access
Peer-reviewed
Research Article
Research on UAV dynamic frame rate adaptation and multi-feature fusion network optimization in intelligent monitoring of animal husbandry
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Wei Luo ,
Contributed equally to this work with: Wei Luo, Lin Li
Roles Writing – review & editing
Affiliations North China Institute of Aerospace Engineering, Langfang, China, Aerospace Remote Sensing Information Processing and Application Collaborative Innovation Center of Hebei Province, Langfang, China, National Joint Engineering Research Center of Space Remote Sensing Information Application Technology, Langfang, China
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Lin Li ,
Contributed equally to this work with: Wei Luo, Lin Li
Roles Writing – original draft
Affiliation North China Institute of Aerospace Engineering, Langfang, China
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Xinping Luo,
Roles Conceptualization
Affiliations Comprehensive Survey Command Center for Natural Resources, China Geological Survey, Beijing, China, Key Laboratory of Coupling Process and Effect of Natural Resources Elements, Ministry of Natural Resources, China
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Quanqin Shao,
Roles Writing – review & editing
Affiliations Key Laboratory of Land Surface Pattern and Simulation, Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences, Beijing, China, University of Chinese Academy of Sciences, Beijing, China
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Ruiyin Tang,
Roles Investigation
Affiliations North China Institute of Aerospace Engineering, Langfang, China, Aerospace Remote Sensing Information Processing and Application Collaborative Innovation Center of Hebei Province, Langfang, China, National Joint Engineering Research Center of Space Remote Sensing Information Application Technology, Langfang, China
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Ke Liu,
Roles Validation
Affiliations North China Institute of Aerospace Engineering, Langfang, China, Aerospace Remote Sensing Information Processing and Application Collaborative Innovation Center of Hebei Province, Langfang, China, National Joint Engineering Research Center of Space Remote Sensing Information Application Technology, Langfang, China
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Xuqing Li,
Roles Data curation
Affiliations North China Institute of Aerospace Engineering, Langfang, China, Aerospace Remote Sensing Information Processing and Application Collaborative Innovation Center of Hebei Province, Langfang, China, National Joint Engineering Research Center of Space Remote Sensing Information Application Technology, Langfang, China
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Xiaohuang Liu,
Roles Resources
Affiliations Comprehensive Survey Command Center for Natural Resources, China Geological Survey, Beijing, China, Key Laboratory of Coupling Process and Effect of Natural Resources Elements, Ministry of Natural Resources, China
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Qi Wang,
Roles Project administration
Affiliation Hebei Geological Surveying and Mapping Institute, Langfang, China
⨯ - Dongyue Ren,
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Dongliang Wang
Roles Writing – review & editing
* E-mail: wangdongliang@igsnrr.ac.cn
Affiliation Key Laboratory of Land Surface Pattern and Simulation, Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences, Beijing, China
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Research on UAV dynamic frame rate adaptation and multi-feature fusion network optimization in intelligent monitoring of animal husbandry
- Wei Luo,
- Lin Li,
- Xinping Luo,
- Quanqin Shao,
- Ruiyin Tang,
- Ke Liu,
- Xuqing Li,
- Xiaohuang Liu,
- Qi Wang,
- Dongyue Ren
- Published: September 22, 2025
- https://doi.org/10.1371/journal.pone.0331850