基于多源遥感时序特征和卷积神经网络的露天矿区土地利用分类

刘昊, 杜守航, 邢江河, 李军, 高天琳, 尹程弘

Land use classification of open-pit mining areas based on multi-source remote sensing time series features and convolutional neural networks

LIU Hao, DU Shouhang, XING Jianghe, LI Jun, GAO Tianlin, YIN Chenghong

表5 综合特征优选的有效性

Tab.5 Effectiveness of comprehensive feature selection

特征 OA/% Kappa系数 所有特征 94.20 0.927 6 RF 94.97 0.937 1 Relief-F 95.10 0.939 0 综合优选 95.36 0.942 1