绿色环境暴露对居民心理健康的影响研究——以南京为例

李智轩, 何仲禹, 张一鸣, 金霜霜, 王雪梅, 朱捷, 刘师岑

Impact of greenspace exposure on residents’ mental health: A case study of Nanjing City

LI Zhixuan, HE Zhongyu, ZHANG Yiming, JIN Shuangshuang, WANG Xuemei, ZHU Jie, LIU Shicen

表1 卷积神经网络模型参数

Tab.1 Convolutional neural network model parameters

层级结构 卷积核尺寸 输出图片尺寸 Input 224×224×3 Conv2D 3×3 222×222×32 MaxPooling2D 2×2 111×111×32 Dropout 111×111×32 Conv2D 3×3 109×109×64 MaxPooling2D 2×2 54×54×64 Dropout 54×54×64 Conv2D 3×3 52×52×128 AveragePooling2D 2×2 26×26×128 Dropout 26×26×128 Conv2D 1×1 26×26×128 Dropout 26×26×128 Flatten 86528 Dense 256 Dropout 256 Dense 1