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Determination of optimal sampling time of grape embryo rescue based on near infrared spectroscopy combined with machine learning

Fuqiang Wang Yuejin Wang Yan Xu Yingqiu Huo Lu Bian Zhanzhan Zhan Yao Chen Chendong Ling Han Guo Yueqi Gai Guotian Liu Tengfei Xu

植物表型组学（英文）2025，Vol.7Issue(2)：129-142,14.

植物表型组学（英文）2025，Vol.7Issue(2)：129-142,14.DOI:10.1016/j.plaphe.2025.100044

Determination of optimal sampling time of grape embryo rescue based on near infrared spectroscopy combined with machine learning

Fuqiang Wang ¹Yuejin Wang ²Yan Xu ²Yingqiu Huo ³Lu Bian ²Zhanzhan Zhan ²Yao Chen ²Chendong Ling ⁴Han Guo ⁵Yueqi Gai ⁵Guotian Liu ²Tengfei Xu²

作者信息

1. State Key Laboratory for Crop Stress Resistance and High-Efficiency Production,Northwest A&F University,Yangling,712100,China||Key Laboratory of Horticultural Plant Biology and Germplasm Innovation in Northwest China,Ministry of Agriculture and Rural Affairs,Yangling,712100,China||College of Horticulture,Northwest A&F University,Yangling,712100,China||Key Laboratory for Agricultural Internet of Things,Ministry of Agriculture and Rural Affairs,Yangling,712100,China
2. State Key Laboratory for Crop Stress Resistance and High-Efficiency Production,Northwest A&F University,Yangling,712100,China||Key Laboratory of Horticultural Plant Biology and Germplasm Innovation in Northwest China,Ministry of Agriculture and Rural Affairs,Yangling,712100,China||College of Horticulture,Northwest A&F University,Yangling,712100,China
3. Key Laboratory for Agricultural Internet of Things,Ministry of Agriculture and Rural Affairs,Yangling,712100,China||College of Information Engineering,Northwest A&F University,Yangling,712100,China
4. College of Information Engineering,Northwest A&F University,Yangling,712100,China
5. College of Horticulture,Northwest A&F University,Yangling,712100,China
折叠

摘要

关键词

Seedless grape/Sampling time/Pericarp puncture hardness/Near infrared spectroscopy/Machine learning

Key words

Seedless grape/Sampling time/Pericarp puncture hardness/Near infrared spectroscopy/Machine learning

引用本文复制引用

Fuqiang Wang,Yuejin Wang,Yan Xu,Yingqiu Huo,Lu Bian,Zhanzhan Zhan,Yao Chen,Chendong Ling,Han Guo,Yueqi Gai,Guotian Liu,Tengfei Xu..Determination of optimal sampling time of grape embryo rescue based on near infrared spectroscopy combined with machine learning[J].植物表型组学（英文）,2025,7(2):129-142,14.

基金项目

This work was supported by Shaanxi Province Key Research and Development Plan(2023-YBNY-080),Xi'an Agricultural Technology Research and Development Project(24NYGG0031),the China Agricul-ture Research System of MOF and MARA(CARS-29-yc-3). （2023-YBNY-080）

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