文献类型： 外文期刊

作者： Wang Xiu-juan ¹ ; Kang Meng-zhen ¹ ; Fan Xing-rong ⁴ ; Yang Li-le ⁵ ; Zhang Bao-gui ⁶ ; Huang San-wen ⁷ ; De Reffye, P ¹ ;

作者机构： 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

关键词： cucumber; biomass production; functional-structural plant model; source-sink ratio; fruit-setting; PSO; heterosis

期刊名称：JOURNAL OF INTEGRATIVE AGRICULTURE （ 影响因子：2.848； 五年影响因子：2.979 ）

ISSN： 2095-3119

年卷期： 2020 年 19 卷 7 期

页码：

收录情况： SCI

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.