气候因子对中国‘华硕’苹果果实品质的影响

Influence of climatic factors on fruit quality of ‘Huashuo’ apple in China

  • 摘要: 利用2021年山东、新疆、陕西、四川、云南及河南等6省(区)14个产地‘华硕’苹果果实品质资料和气象资料,通过主成分分析法和逐步回归法建立模型,以揭示苹果果实品质体系结构与气候体系结构间的多对多线性定量化变化关系. 结果表明:①19个品质指标可分为6个主成分品质性状;综合品质新疆最优,其次是云南、四川、陕西、河南、山东;产区间品质性状各具特色,新疆的果实质地+果汁品质和含糖量、陕西的果形品质、四川的色泽品质、云南的特色营养品质、河南的含糖量品质、山东的含酸量品质均为最优. ②5个生长期的40个气象要素可分为7个主成分气候因子组合;产区间气候因子组合也各具特色,云南花期水−热−光组合、萌芽期至开花期湿度组合最丰,新疆萌芽期至开花期水−热组合、成熟期水−热−光组合最丰,四川膨大期水−热组合最丰,河南萌芽期至成熟期热量组合最丰,山东萌芽期至开花期降水和幼果期至成熟期气温日较差组合最丰. ③‘华硕’苹果果实品质性状形成与其生长期的气候因子组合关系显著,不同的品质性状及其主要品质指标形成,取决于不同的关键气候因子组合及其主要气象要素. ④中国西部产区的综合气候条件总体比东部产区更有利于‘华硕’苹果果实综合品质形成,可优选布局.

     

    Abstract: This study analyzes the quality of ‘Huashuo’ apple fruit and corresponding meteorological data by utilizing the 2021 data from 14 production sites in the provinces of Shandong, Shaanxi, Sichuan, Yunnan and Henan, and Xinjiang Uygur Autonomous Region. Principal component analysis and stepwise regression methods are employed to establish a model revealing the many-to-many linear quantitative relationship between the structural systems of apple fruit quality and climatic factors. The results indicate: ① Nineteen quality indicators can be grouped into six principal component quality traits. The overall quality is highest in Xinjiang, followed by Yunnan, Sichuan, Shaanxi, Henan, and Shandong. Each production area has its distinct quality traits: Xinjiang excels in texture + juice quality of fruit, and sugar content; Shaanxi, in fruit shape; Sichuan, in color; Yunnan, in unique nutrition; Henan, in sugar content; and Shandong, in acid content. ② Forty meteorological elements from five phenological periods can be grouped into seven principal component climatic factor combinations. Each production area has its relevant richest climatic factor combinations: Yunnan has the richest combination of water-heat-light during the flowering period and the richest combination of humidity from budding to flowering stage; Xinjiang has the richest combination of water-heat from budding to flowering stage and water-heat-light during the maturity period; Sichuan has the richest combination of water-heat during the enlargement period; Henan has the richest combination of heat from budding to ripening stage; and the most abundant in Shandong is the combination of precipitation from budding to flowering stage and diurnal temperature from fruitlet to ripening stage. ③ The formation of the ‘Huashuo’ apple fruit quality traits is significantly related to the combinations of climatic factors during its growth period. The formation of different quality traits and their main indicators depends on different combinations of key climatic factors and their main meteorological elements. ④ Compared with the production areas of East China, the comprehensive climatic conditions in the production areas of West China are generally more favorable for the formation of the overall quality of ‘Huashuo’ apple fruit, therefore, West China is optimal for ‘Huashuo’ apple.

     

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