基于数据挖掘技术的高光谱土壤质地分类研究

钟亮,郭熙,国佳欣,韩逸,朱青,熊杏

Soil Texture Classification of Hyperspectral Based on Data Mining Technology

ZHONG Liang,GUO Xi,GUO JiaXin,HAN Yi,ZHU Qing,XIONG Xing

表5 原始数据和MLP模型混淆矩阵

Table 5 Raw data and MLP model confusion matrix

12级分类 12 levels of classifications 砂质壤土 Sandy loam 壤土 Loam 砂质黏壤土 Sandy clay loam 黏壤土 Clay loam 粉砂质黏壤土 Silty clay loam 粉砂质黏土 Silty clay 壤质黏土 Loamy clay 合计 Total 砂质壤土 Sandy loam 3 0 0 3 0 1 1 8 壤土 Loam 1 0 0 2 0 0 0 3 砂质黏壤土 Sandy clay loam 0 0 1 2 0 1 2 6 黏壤土 Clay loam 1 0 0 14 0 3 3 21 粉砂质黏壤土 Silty clay loam 0 0 0 4 0 0 0 4 粉砂质黏土 Silty clay 0 0 0 2 0 1 1 4 壤质黏土 Loamy clay 0 0 0 2 0 0 17 19 合计 Total 5 0 1 29 0 6 24 65