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Validation of the RIMpro Decision Support System for Apple Sawfly (Hoplocampa testudinea) with field observations in The Netherlands; Belgium, Denmark and Austria 2010-2015

机译:荷兰野外观测苹果锯割(HopLocampa Testudinea)的Rimpro决策支持系统验证;比利时,丹麦和奥地利2010-2015

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Apple sawfly is a key pest in organic and low-input apple production systems in Europe. Many organic orchards need an annual pesticide application to control the apple sawfly population at an economic level. The botanical larvicides used for this haveto be applied at or just before, the start of egg hatch. Consultants estimate the start of egg hatch by extrapolating the results of field observations on the embryonal development of the egg population. These microscopic observations are time consumingand have an unavoidable margin of error. We examined if the output of the RIMpro-Hoplocampa DSS is accurate enough to replace these field observations.The application dates as had been recommended tot fruitgrowers in The Netherlands, Belgium, Denmark and Austria between 2010 and 2015 were compared to the application dates as calculated by the simulation model for 123 orchards.Though treatments are aimed at first egg hatch, the bulk of the sawfly eggs hatch several days later. A foreseen long stretched period of egg hatch can force to the decision to postpone the first treatment, use a split-up treatment, of repeat the treatment. To examine if the variation in egg development observed in the field samples is explained by the model, the average development stage of the egg-population in each of 238 samples was compared to the average development as simulated by the model for that same date and location.In 86 % of the 123 cases the DSS advised date was close enough to the human expert advised date to expect the same level of efficacy (between 2 days before, and 1 day after). In cases were the difference was more important, this could be due to incompleteness of the simulation model, incorrect noted biofix date, unreliability of the on-farm weather station data, as well as inaccuracy of the human expert's estimation. The distribution in the egg development as simulated by the model matched the observedvariation in development stages close enough to allow advanced decisions on timing of control measures. (Correlation coefficients for the years examined range from 0.88 to 0.65).We concluded that the RIMpro-Hoplocampa DSS is a valuable tool for optimizing the management of apple sawfly populations. The model can reduce the field observations to a final check on the day before the DSS recommends the pesticide treatment, or even completely substitute the field observations.
机译:Apple Sawfly是欧洲有机和低投入苹果生产系统中的一个关键害虫。许多有机果园需要年度农药应用来控制经济水平的苹果锯蝇人口。用于该HAVETO的植物幼虫植物在蛋舱口的开始时或之前应用。顾问通过推断蛋群的胚胎发育结果来估计蛋舱的开始。这些微观观测是时间消耗,具有不可避免的误差余量。如果RIMPro-HopLocampa DSS的输出足够准确,则审查了替代这些现场观察的申请日期。在2010年和2015年之间推荐荷兰,比利时,丹麦和奥地利推荐的申请日期通过123果园的仿真模型。虽然治疗术语旨在第一次蛋舱,但几天后锯齿鸡蛋大部分孵化。一个预见的长长的蛋舱孵化可以迫使决定推迟第一次治疗,使用分裂治疗,重复治疗。为了检查现场样本中观察到的蛋发育的变化,将238个样本中的每一个中的蛋群的平均发育阶段与模型的平均开发相比,如同该相同日期和位置。在123例中的86%,DSS建议日期足够接近人类专家建议日期,以期望相同水平的疗效(在2天之间,1天后)。在差异是差异更为重要的情况下,这可能是由于模拟模型的不完整,未指出的生物铸造日期,对农场气象站数据的不可靠性,以及人类专家估计的不准确性。模型模拟的卵发育中的分布与开发阶段的观察者相匹配,足够接近,以允许对控制措施的时机进行高级决策。 (多年的相关系数检查的范围为0.88到0.65)。我们得出结论,RIMPro-HopLocampa DSS是优化Apple Sawfly人群管理的有价值的工具。该模型可以将现场观测减少到DSS推荐农药治疗,甚至完全替代现场观测的前一天的最终检查。

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