基于深度学习的变差函数自动拟合方法研究

赵丽芳, 喻思羽, 李少华

An automatic fitting method for a variogram based on deep learning

ZHAO Li-Fang, YU Si-Yu, LI Shao-Hua

图5 深度学习插值拟合 a—数据点为10实验变差函数经插值后变为20个数据点红色为原始点蓝色为插值点;b—图a插值后的数据点拟合效果;c—数据点为15实验变差函数经插值后变为20个数据点红色为原始点蓝色为插值点;d—图c插值后数据点拟合效果

Fig.5 Depth learning interpolated fit plot a—data points of 10 experimental variogram functions interpolated to 20 data points, with red indicating original points and blue indicating interpolated points; b—fitting effect diagram of fig.a interpolated data points; c—data points of 15 experimental variogram functions interpolated to 20 data points, with red indicating original points and blue indicating interpolated points; d—fitting effect diagram of fig.c interpolated data points.