Knowledge Commons of Institute of Automation,CAS
What are the differences in yield formation among two cucumber (Cucumis sativus L.) cultivars and their F-1 hybrid? | |
Wang Xiu-juan1,2; Kang Meng-zhen1,3; Fan Xing-rong4; Yang Li-le5; Zhang Bao-gui6; Huang San-wen7; De Reffye, Philippe8; Wang Fei-yue1,9 | |
发表期刊 | JOURNAL OF INTEGRATIVE AGRICULTURE |
ISSN | 2095-3119 |
2020-07-01 | |
卷号 | 19期号:7页码:1789-1801 |
通讯作者 | Kang Meng-zhen(mengzhen.kang@ia.ac.cn) |
摘要 | To elucidate the mechanisms underlying the differences in yield formation among two parents (P-1 and P-2) and their F-1 hybrid of cucumber, biomass production and whole source-sink dynamics were analyzed using a functional-structural plant model (FSPM) that simulates both the number and size of individual organs. Observations of plant development and organ biomass were recorded throughout the growth periods of the plants. The GreenLab Model was used to analyze the differences in fruit setting, organ expansion, biomass production and biomass allocation. The source-sink parameters were estimated from the experimental measurements. Moreover, a particle swarm optimization algorithm (PSO) was applied to analyze whether the fruit setting is related to the source-sink ratio. The results showed that the internal source-sink ratio increased in the vegetative stage and reached a peak until the first fruit setting. The high yield of hybrid F-1 is the compound result of both fruit setting and the internal source-sink ratio. The optimization results also revealed that the incremental changes in fruit weight result from the increases in sink strength and proportion of plant biomass allocation for fruits. The model-aided analysis revealed that heterosis is a result of a delicate compromise between fruit setting and fruit sink strength. The organ-level model may provide a computational approach to define the target of breeding by combination with a genetic model. |
关键词 | cucumber biomass production functional-structural plant model source-sink ratio fruit-setting PSO heterosis |
DOI | 10.1016/S2095-3119(20)63218-X |
关键词[WOS] | FUNCTIONAL-STRUCTURAL MODEL ; PLANT-GROWTH ; FRUIT-SET ; TOMATO ; SIMULATION ; DYNAMICS ; PATTERNS |
收录类别 | SCI |
语种 | 英语 |
资助项目 | National Natural Science Foundation of China[31700315] ; National Natural Science Foundation of China[61533019] ; Natural Science Foundation of Chongqing, China[cstc2018jcyjAX0587] ; Chinese Academy of Science (CAS)-Thailand National Science and Technology Development Agency (NSTDA) Joint Research Program[GJHZ2076] |
项目资助者 | National Natural Science Foundation of China ; Natural Science Foundation of Chongqing, China ; Chinese Academy of Science (CAS)-Thailand National Science and Technology Development Agency (NSTDA) Joint Research Program |
WOS研究方向 | Agriculture |
WOS类目 | Agriculture, Multidisciplinary |
WOS记录号 | WOS:000538956900011 |
出版者 | ELSEVIER SCI LTD |
七大方向——子方向分类 | 人工智能+农业 |
引用统计 | |
文献类型 | 期刊论文 |
条目标识符 | http://ir.ia.ac.cn/handle/173211/39797 |
专题 | 多模态人工智能系统全国重点实验室_平行智能技术与系统团队 |
通讯作者 | Kang Meng-zhen |
作者单位 | 1.Chinese Acad Sci, Inst Automat, State Key Lab Management & Control Complex Syst, Beijing 100190, Peoples R China 2.Chinese Acad Sci, Beijing Engn Res Ctr Intelligent Syst & Technol, Inst Automat, Beijing 100190, Peoples R China 3.Qingdao Acad Intelligent Ind, Innovat Ctr Parallel Agr, Qingdao 266109, Peoples R China 4.Chongqing Technol & Business Univ, Sch Comp Sci & Informat Engn, Chongqing 400067, Peoples R China 5.China Agr Univ, Coll Informat & Elect Engn, Beijing 100083, Peoples R China 6.China Agr Univ, Coll Land Sci & Technol, Beijing 100193, Peoples R China 7.Chinese Acad Agr Sci, Agr Genomes Inst Shenzhen, Shenzhen 518124, Peoples R China 8.Univ Montpellier, AMAP, CIRAD, CNRS,INRA,IRD, F-34000 Montpellier, France 9.Univ Chinese Acad Sci, Sch Comp & Control Engn, Beijing 100049, Peoples R China |
第一作者单位 | 中国科学院自动化研究所 |
通讯作者单位 | 中国科学院自动化研究所 |
推荐引用方式 GB/T 7714 | Wang Xiu-juan,Kang Meng-zhen,Fan Xing-rong,et al. What are the differences in yield formation among two cucumber (Cucumis sativus L.) cultivars and their F-1 hybrid?[J]. JOURNAL OF INTEGRATIVE AGRICULTURE,2020,19(7):1789-1801. |
APA | Wang Xiu-juan.,Kang Meng-zhen.,Fan Xing-rong.,Yang Li-le.,Zhang Bao-gui.,...&Wang Fei-yue.(2020).What are the differences in yield formation among two cucumber (Cucumis sativus L.) cultivars and their F-1 hybrid?.JOURNAL OF INTEGRATIVE AGRICULTURE,19(7),1789-1801. |
MLA | Wang Xiu-juan,et al."What are the differences in yield formation among two cucumber (Cucumis sativus L.) cultivars and their F-1 hybrid?".JOURNAL OF INTEGRATIVE AGRICULTURE 19.7(2020):1789-1801. |
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