基于半球摄影法的果树叶面积指数检测张立俊3,洪添胜1,2,3,吴伟斌1,2,3※,Joseph Mwape Chileshe1,2,3

    Detection of LAI for fruiter based on hemispherical photography

    • 摘要: 摘要:为解决传统方法中从数据获取到数据处理出现的误差,进一步改善操作方法,该文设计了一种半球摄影法检测系统,使用鱼眼镜头在不同位置下拍摄单棵果树。对拍摄的图像进行处理,并对叶面积指数测量值和真实值进行验证对比,研究影响测量叶面积指数的因素。研究结果表明:鱼眼镜头在不同方位、不同偏移、不同高度下拍摄,以及不同软件处理方法都会对叶面积指数的测量产生影响。最优化的参数组合为:选择果树东方位拍摄,鱼眼镜头距离柑橘树主干25 cm,距离地面高度89 cm;在软件处理分析时,应取LAI4R,天顶角设为60°,同时采用软件遮罩功能对与冠层无关的区域进行屏蔽。在上述方法操作下,系统线性回归模型的决定系数R2为0.8268,测量值与真实值的平均绝对误差为0.31,平均相对误差为14.19%。该方法可为单棵果树叶面积指数的检测提供研究基础。

       

      Abstract: To solve the error from data acquisition to data processing in the traditional method and improve the standards in the method of operation, a hemisphere photography detecting system for shooting single fruiters from different positions by using fisheye lens was designed. The images were processed to obtain the LAI measuring value which would be validated with the true value, in order to study the influencing factors of the measurement of LAI. The results showed that fisheye lens shooting in different directions, offsets, and heights and using different software processing methods influenced the measurement of LAI. The optimal parameters were as follows: filming direction from the fruit tree of the east, distance between the fisheye lens and the citrus tree trunk of 25 cm , height from the ground of 89 cm. LAI4R was used, the Zenith Angle was 60, the areas irrelevant to the canopy was covered by using software mask function. With the above conditions, the coefficient of determination R2 of the linear regression model was 0.8268. The average absolute error and the average relative error between the measured value and the true value was 0.31% and 14.19%, respectively. This study provides a reference for the detection of the LAI of single fruiters.

       

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