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Impact of kiwifruit bacterial canker on productivity of cv. Hayward kiwifruit using observational data and multivariable analysis

机译:Kiwifruit细菌溃疡对CV生产力的影响。 Hayward Kiwifruit使用观察数据和多变量分析

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摘要

A virulent strain of Pseudomonas syringae pv. actinidiae biovar 3 (Psa), which causes bacterial canker in kiwifruit, was first recorded in New Zealand in November 2010. This strain has severely affected Actinidia chinensis var. chinensis Hort16A' kiwifruit productivity but its effect on green Actinidia chinensis var. deliciosa Hayward' kiwifruit productivity has been variable. An observational study design was used to develop explanatory models to quantify the impacts of Psa infection on productivity (tray equivalents per hectare) of Hayward kiwifruit harvested in 2012, using data captured by industry from 2599 orchards. A total of 934 orchards were Psa positive at the end of the study period. Multivariable linear regression was used to model 2012 productivity in the presence of Psa, while controlling for regional differences, elevation, 2011 productivity, harvest dates and application of agrichemicals. The model showed productivity was initially higher in the presence of Psa, and was not reduced until after 1year of infection. The relationship between protective spray use and productivity was also quantified. It is likely that improved disease management has offset the impact of the disease and future research should consider a reassessment of the effects of disease after longer term exposure to Psa in New Zealand. The use of an observational cohort study to assess disease impacts using multivariable analysis could have wider application in the field of plant epidemiology.
机译:一种毒性菌株的假单胞菌Syringae PV。猕猴桃的Actinidiae Biovar 3(PSA)在新西兰首次在2010年11月录制在新西兰。该菌株严重影响了Actinidia Chinensis var。 Chinensis Hort16a'Kiwifruit生产力,但它对绿色Actinidia chinensis var的作用。 Deliciosa Hayward'Kiwifruit生产率已经变化。观察性研究设计用于制定解释性模型,以量化PSA感染2012年收获的Hayward Kiwifruit生产率(每公顷的托盘当量)的影响,使用由行业捕获的2599果园捕获的数据。在研究期结束时,共有934个果园是PSA阳性。多变量线性回归用于在PSA存在下模拟2012年生产力,同时控制区域差异,高程,2011年生产力,收获日期和Agrichemicals的应用。在PSA存在下,该模型显示在PSA存在下最初更高,并且在1年感染后未降低。还量化了保护性喷雾使用和生产率之间的关系。改善疾病管理可能抵消了疾病的影响,未来的研究应考虑在新西兰长期暴露于PSA后重新评估疾病的影响。使用观察队队列研究以评估使用多变量分析的疾病影响可能在植物流行病学领域具有更广泛的应用。

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