首页> 外文期刊>Bulletin of Entomological Research >Potential application of digital image-processing method and fitted logistic model to the control of oriental fruit moths (Grapholita molesta Busck)
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Potential application of digital image-processing method and fitted logistic model to the control of oriental fruit moths (Grapholita molesta Busck)

机译:数字图像处理方法和拟合逻辑模型在控制东方果蛾中的潜在应用(Grapholita molesta Busck)

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摘要

Monitoring of oriental fruit moths (Grapholita molesta Busck) is a prerequisite for its control. This study introduced a digital image-processing method and logistic model for the control of oriental fruit moths. First, five triangular sex pheromone traps were installed separately within each area of 667 m(2) in a peach orchard to monitor oriental fruit moths consecutively for 3 years. Next, full view images of oriental fruit moths were collected via a digital camera and then subjected to graying, separation and morphological analysis for automatic counting using MATLAB software. Afterwards, the results of automatic counting were used for fitting a logistic model to forecast the control threshold and key control period. There was a high consistency between automatic counting and manual counting (0.99, P 0.05). According to the logistic model, oriental fruit moths had four occurrence peaks during a year, with a time-lag of 15-18 days between adult occurrence peak and the larval damage peak. Additionally, the key control period was from 28 June to 3 July each year, when the wormy fruit rate reached up to 5% and the trapping volume was approximately 10.2 per day per trap. Additionally, the key control period for the overwintering generation was 25 April. This study provides an automatic counting method and fitted logistic model with a great potential for application to the control of oriental fruit moths.
机译:监测东方果蛾(Grapholita molesta Busck)是对其进行控制的前提。本研究介绍了一种控制东方果蛾的数字图像处理方法和逻辑模型。首先,在桃园的每个667 m(2)区域内分别安装了五个三角形性信息素陷阱,以连续三年监测东方果蛾。接下来,通过数码相机收集东方果蛾的全貌图像,然后进行灰化,分离和形态分析,以使用MATLAB软件进行自动计数。然后,将自动计数的结果用于拟合逻辑模型以预测控制阈值和关键控制周期。自动计数与手动计数之间具有高度一致性(0.99,P <0.05)。根据逻辑模型,东方果蛾一年中有四个发生高峰,成虫出现高峰与幼虫危害高峰之间的时间间隔为15-18天。此外,关键控制期是每年的6月28日至7月3日,此时虫蛀率高达5%,每个诱集器每天诱集量约为10.2。此外,越冬一代的关键控制期是4月25日。这项研究提供了一种自动计数方法和拟合的逻辑模型,在控制东方果蛾方面具有很大的潜力。

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