基于深度学习的区域生态安全时空模拟与预测

陈工, 李琦, 金玲艳, 梁贺明, 莫玉琴

Spatio-temporal Simulation and Prediction of Regional Ecological Security Based on Deep Learning

CHEN Gong,LI Qi,JIN Lingyan,LIANG Heming,Hamed Karimian,MO Yuqin

表1 DNN训练误差和网络层数关系

Tab. 1 Relationship between DNN training error and network layer

DNN层数 3 4 5 6 10 15 20 T_LOSS 0.050 0.0034 0.0037 0.0034 0.0029 0.0049 0.0038