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2 LSTM神经元数和训练误差

Tab. 2 Relationship between LSTM neurons and training errors

神经元数 1 3 10 30 50 100 T_Loss 0.1325 0.1239 0.0097 0.0298 0.0268 0.0268 VAL_LOSS 0.1861 0.1821 0.1821 0.0327 0.0265 0.0027