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肯尼亚小规模番茄田中叶螨基于阈值控制的种群模型及天气和寄主植物物种效应评估

Population models for threshold-based control of Tetranychus urticae in small-scale Kenyan tomato fields and for evaluating weather and host plant species effects.

作者信息

Knapp Markus, Sarr Ibrahima, Gilioli Gianni, Baumgärtner Johann

机构信息

International Centre of Insect Physiology and Ecology (ICIPE), P.O. Box 30772-00100, Nairobi, Kenya.

出版信息

Exp Appl Acarol. 2006;39(3-4):195-212. doi: 10.1007/s10493-006-9018-1. Epub 2006 Aug 3.

Abstract

The spatial distribution of motile life stages of the two-spotted spider mite Tetranychus urticae Koch in Kenyan small-scale tomato fields was described by Taylor's power law and an enumerative sampling plan was designed for research purposes. The exponential increase of T. urticae populations during three growing seasons permits the development and use of a simple exponential model for the design of a threshold-based chemical control system. For this purpose, a critical threshold of 440 motile mites per sample unit at the end of the growing season (12 weeks after transplanting) was translated into a proportion of 0.83 infested units in sample 3, i.e. five weeks after transplanting. A sequential binomial sampling plan with respect to the proportion of 0.83, five weeks after transplanting, was designed. The exponential model was extended to account for the influence of weather and host plant species. Model development and parameter estimation were based on three data sets (Kenyan tomato fields, Italian and Californian strawberry fields). The model satisfactorily predicted a positive influence on growth rates by (i) changing the host plant from tomato to strawberry, and (ii) temperature, while a negative effect resulted from (iii) rainfall; both (ii) and (iii) are controlled by temperature-rainfall interactions. In contrast, the estimated parameter values did not satisfactorily describe the expected responses at specific temperature and rainfall values. Nevertheless, the model allowed the rating of host plant species in the field. A fourth data set from Swiss apple orchards was used to test the model, and population build-up on the apple host plant appeared to be higher than on tomatoes but lower than on strawberry.

摘要

利用泰勒幂定律描述了肯尼亚小规模番茄田中二斑叶螨(Tetranychus urticae Koch)活动生命阶段的空间分布,并设计了一个用于研究目的的计数抽样方案。在三个生长季节中二斑叶螨种群的指数增长使得能够开发并使用一个简单的指数模型来设计基于阈值的化学控制系统。为此,将生长季节结束时(移栽后12周)每个样本单元440只活动螨的临界阈值转化为移栽后五周即样本3中0.83的受侵染单元比例。设计了一个关于移栽后五周0.83比例的序贯二项抽样方案。指数模型得到扩展以考虑天气和寄主植物种类的影响。模型开发和参数估计基于三个数据集(肯尼亚番茄田、意大利和加利福尼亚草莓田)。该模型令人满意地预测了(i)将寄主植物从番茄改为草莓以及(ii)温度对生长速率的积极影响,而(iii)降雨则产生负面影响;(ii)和(iii)均受温度 - 降雨相互作用控制。相比之下,估计的参数值未能令人满意地描述在特定温度和降雨值下的预期响应。尽管如此,该模型能够对田间的寄主植物种类进行评级。使用来自瑞士苹果园的第四个数据集对该模型进行测试,苹果寄主植物上的种群增长似乎高于番茄但低于草莓。

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