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Prediction of Settling Velocity of Nonspherical Soil Particles Using Digital Image Processing

机译:利用数字图像处理预测非球形土壤颗粒的沉降速度

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Digital image processing (DIP) is used to measure shape properties and settling velocity of soil particles. Particles with diameters of 1 to 10 mm are arbitrarily sampled for the test. The size of each particle is also measured by a Vernier caliper for comparison with the classification results using the shape classification table. The digital images were taken with a digital camera (Canon EOS 100d). Shape properties are calculated by image analysis software. Settling velocity of soil particles is calculated by displacement and time difference of images during settling. The fastest settling particles are spherical shaped. Shape factors well explain the difference of settling velocity by a particle shape. In particular, the aspect ratio has a high negative correlation with residual of settling velocity versus mean diameter. Especially, DIP has a higher applicability than classification using the shape classification table because it can measure a number of particles at once. The settling velocity of soil particles is expressed as a function of mean diameter and aspect ratio.
机译:数字图像处理(DIP)用于测量土壤颗粒的形状特性和沉降速度。任意取样直径为1至10mm的颗粒进行测试。还通过游标卡尺测量每个颗粒的大小,以与使用形状分类表的分类结果进行比较。用数码相机(Canon EOS 100d)拍摄数字图像。形状特性通过图像分析软件计算。通过沉降过程中图像的位移和时间差来计算土壤颗粒的沉降速度。最快的沉降颗粒是球形的。形状因子很好地解释了颗粒形状对沉降速度的影响。特别地,长宽比与沉降速度相对于平均直径的残差具有高的负相关性。特别是,DIP具有比使用形状分类表进行分类更高的适用性,因为它可以一次测量多个粒子。土壤颗粒的沉降速度表示为平均直径和纵横比的函数。

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