基于深度学习的积层混合云对流泡降水粒子特征研究

袁雅涵, 王烁, 王文青, 张佃国, 胡向峰, 张荣, 魏海文, 孟金, 冯勇

A study on particle characteristics of generating cells in stratiform-cumulus mixed cloud based on convolution neural network

YUAN Yahan, WANG Shuo, WANG Wenqing, ZHANG Dianguo, HU Xiangfeng, ZHANG Rong, WEI Haiwen, MENG Jin, FENG Yong

图4 各类粒子的准确率(a)和损失值(b)的模型训练实验结果

Fig.4 Results of model training experiments for accuracy (a) and loss values (b) for each type of particle