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Shape Classification of Cloud Particles Recorded by the 2D-S Imaging Probe Using a Convolutional Neural Network

Rong ZHANG Haixia XIAO Yang GAO Haizhou SU Dongnan LI Lei WEI Junxia LI Hongyu LI

气象学报（英文版）2023，Vol.37Issue(4)：521-535,15.
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气象学报（英文版）2023，Vol.37Issue(4)：521-535,15.DOI:10.1007/s13351-023-2146-2

Shape Classification of Cloud Particles Recorded by the 2D-S Imaging Probe Using a Convolutional Neural Network

Shape Classification of Cloud Particles Recorded by the 2D-S Imaging Probe Using a Convolutional Neural Network

Rong ZHANG 1Haixia XIAO 2Yang GAO 1Haizhou SU 1Dongnan LI 3Lei WEI 1Junxia LI 1Hongyu LI1

作者信息

  • 1. Cloud-Precipitation Physics and Weather Modification Key Laboratory(CPML),China Meteorological Administration,Beijing 100081||CMA Weather Modification Centre,China Meteorological Administration(CMA),Beijing 100081
  • 2. Key Laboratory of Transportation Meteorology of China Meteorological Administration,Nanjing Joint Institute for Atmospheric Sciences,Nanjing 210041
  • 3. Heilongjiang Weather Modification Office,Harbin 150030
  • 折叠

摘要

关键词

cloud particles/particle shape/2D-S probe/shape classification/convolutional neural network

Key words

cloud particles/particle shape/2D-S probe/shape classification/convolutional neural network

引用本文复制引用

Rong ZHANG,Haixia XIAO,Yang GAO,Haizhou SU,Dongnan LI,Lei WEI,Junxia LI,Hongyu LI..Shape Classification of Cloud Particles Recorded by the 2D-S Imaging Probe Using a Convolutional Neural Network[J].气象学报（英文版）,2023,37(4):521-535,15.

基金项目

Supported by the National Key Research and Development Program of China(2019YFC1510301),Key Innovation Team Fund of the China Meteorological Administration(CMA2022ZD10),and Basic Research Fund of the Chinese Academy of Meteorological Sciences(2021Y010). （2019YFC1510301）

气象学报（英文版）

OACSCDCSTPCD

0894-0525

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