植物表型组学（英文）2025，Vol.7Issue(4)：47-59,13.DOI:10.1016/j.plaphe.2025.100109
Establishment of a high-throughput field defoliation data survey strategy combined with genome-wide association studies to reveal the genetic basis of defoliation in cotton
Establishment of a high-throughput field defoliation data survey strategy combined with genome-wide association studies to reveal the genetic basis of defoliation in cotton
Bowei Xu 1Kai Zheng 2Liqiang Fan 3Zuoren Yang 4Le Liu 1Rumeng Zhao 1Jiajie Yang 1Bin Wu 5Lili Lu 6Xiantao Ai 7Jingshan Tian 8Fuguang Li1
作者信息
- 1. State Key Laboratory of Cotton Bio-breeding and Integrated Utilization,Institute of Cotton Research,Chinese Academy of Agricultural Sciences,Anyang,455000,Henan,China||Xinjiang Key Laboratory of Crop Gene Editing and Germplasm Innovation,Institute of Western Agricultural of CAAS,Changji,831100,Xinjiang,China
- 2. Engineering Research Centre of Cotton,Ministry of Education/College of Agriculture,Xinjiang Agricultural University,311 Nongda East Road,Urumqi,830052,China
- 3. State Key Laboratory of Cotton Bio-breeding and Integrated Utilization,Institute of Cotton Research,Chinese Academy of Agricultural Sciences,Anyang,455000,Henan,China||Xinjiang Key Laboratory of Crop Gene Editing and Germplasm Innovation,Institute of Western Agricultural of CAAS,Changji,831100,Xinjiang,China||Engineering Research Centre of Cotton,Ministry of Education/College of Agriculture,Xinjiang Agricultural University,311 Nongda East Road,Urumqi,830052,China
- 4. State Key Laboratory of Cotton Bio-breeding and Integrated Utilization,Institute of Cotton Research,Chinese Academy of Agricultural Sciences,Anyang,455000,Henan,China||Xinjiang Key Laboratory of Crop Gene Editing and Germplasm Innovation,Institute of Western Agricultural of CAAS,Changji,831100,Xinjiang,China||Engineering Research Centre of Cotton,Ministry of Education/College of Agriculture,Xinjiang Agricultural University,311 Nongda East Road,Urumqi,830052,China||College of Smart Agriculture(Research Institute),Xinjiang University,Urumqi,830046,Xinjiang,China
- 5. Xinjiang Key Laboratory of Crop Gene Editing and Germplasm Innovation,Institute of Western Agricultural of CAAS,Changji,831100,Xinjiang,China||Xinjiang Key Laboratory of Special Species Conservation and Regulatory Biology,College of Life Science,Xinjiang Normal University,Urumqi,830017,China
- 6. State Key Laboratory of Cotton Bio-breeding and Integrated Utilization,Institute of Cotton Research,Chinese Academy of Agricultural Sciences,Anyang,455000,Henan,China
- 7. College of Smart Agriculture(Research Institute),Xinjiang University,Urumqi,830046,Xinjiang,China
- 8. The Key Laboratory of Oasis Eco-Agriculture,The Xinjiang Production and Construction Corps/College of Agronomy,Shihezi University,Shihezi,832003,Xinjiang,China
- 折叠
摘要
关键词
Defoliation/UAV/Genome-wide association study/Deep learning/LAIKey words
Defoliation/UAV/Genome-wide association study/Deep learning/LAI引用本文复制引用
Bowei Xu,Kai Zheng,Liqiang Fan,Zuoren Yang,Le Liu,Rumeng Zhao,Jiajie Yang,Bin Wu,Lili Lu,Xiantao Ai,Jingshan Tian,Fuguang Li..Establishment of a high-throughput field defoliation data survey strategy combined with genome-wide association studies to reveal the genetic basis of defoliation in cotton[J].植物表型组学（英文）,2025,7(4):47-59,13.基金项目
This work was supported by National Key R&D Program of China(2022YFF1001400),National Natural Science Foundation of China(32360509),Natural Science Foundation of Xinjiang Uygur Autono-mous Region(2024D01A150),Corps of agricultural science and tech-nology innovation project special(NCG202316),Key Research and Development Program of Xinjiang(2022B02052). （2022YFF1001400）
