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Spray Deposition and Distribution under Different Canopy Densities based on FCM-R

机译:基于FCM-R的不同冠层密度下喷涂和分布

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To accommodate the narrow space and low canopy of the orchards and improve sprayers applicability to different canopy characteristics, this article aims to investigate droplet deposition and distribution uniformity under different canopy densities. The canopy is extracted from the fruit tree image under the complex background based on FCM-R algorithm firstly and the gap fraction is computed, then, the artificial canopy targets with different densities are selected for spray test, and the droplet deposition and distribution are discussed. Results indicated that the average value of the FCM-R algorithm segmentation SNR is 7.85, and the spray experimental showed that with the increase of canopy density, the trend of droplet deposition in the vertical direction is: middle level > lower level > upper level, the horizontal direction gradually decreases from front to back, and the droplet deposition on the ground decreases first and then increases; the droplet distribution uniformity in the vertical direction of the canopy of the fruit tree decreases with the increase of canopy density, when the gap fraction is 8.83%, the total droplet deposition is relatively small, but the distribution is comparatively uniform; when the gap fraction is 2.14%, the totaldroplet deposition increases, but the uniformity is poor; when the gap fraction is 5.86%, there are more droplets deposited and uniformly distribute, therefore, considering droplet deposition and distribution characteristics, canopy density characterized by a 5.86% gap fraction should be chosen as reference of spraying pesticides.
机译:为了适应果园的狭窄空间和低层,提高喷雾器适用于不同的冠层特征,旨在在不同的冠层密度下调查液滴沉积和分布均匀性。根据FCM-R算法在基于FCM-R算法下的复杂背景下从果树图像中提取遮篷,然后计算间隙分数,选择具有不同密度的人造冠覆靶用于喷雾试验,并讨论了液滴沉积和分布。结果表明,FCM-R算法分割SNR的平均值为7.85,喷雾实验表明,随着冠层密度的增加,垂直方向上的液滴沉积的趋势是:中间级>较低水平>上层,水平方向从前面逐渐减小,并且在地面上的液滴沉积首先降低,然后增加;果树顶篷垂直方向上的液滴分布均匀性随着冠层密度的增加而降低,当间隙馏分为8.83%时,总液滴沉积相对较小,但分布相对均匀;当间隙分数为2.14%时,总有关的沉积增加,但均匀性差;当间隙馏分为5.86%时,沉积和均匀分布的液滴增加,因此考虑到液滴沉积和分布特性,应选择5.86%间隙分数的冠层密度作为喷涂杀虫剂的参考。

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