College of Atmospheric Sounding, Chengdu University of Information Technology, Chengdu 610225, China
Key Laboratory of Middle Atmosphere and Global Environment Observation, Institute of Atmospheric Physics, Chinese Academy of Sciences, Beijing 100029, China
Key Laboratory for Cosmic Rays of the Ministry of Education, Tibet University, Lhasa 850000, China
Wei Zhao
Key Laboratory of Middle Atmosphere and Global Environment Observation, Institute of Atmospheric Physics, Chinese Academy of Sciences, Beijing 100029, China
Xiaoru Hu
College of Atmospheric Sounding, Chengdu University of Information Technology, Chengdu 610225, China
Key Laboratory of Middle Atmosphere and Global Environment Observation, Institute of Atmospheric Physics, Chinese Academy of Sciences, Beijing 100029, China
Zhengchao Qi
College of Atmospheric Sounding, Chengdu University of Information Technology, Chengdu 610225, China
Key Laboratory of Middle Atmosphere and Global Environment Observation, Institute of Atmospheric Physics, Chinese Academy of Sciences, Beijing 100029, China
Daren Lu
Key Laboratory of Middle Atmosphere and Global Environment Observation, Institute of Atmospheric Physics, Chinese Academy of Sciences, Beijing 100029, China
Key Laboratory of Middle Atmosphere and Global Environment Observation, Institute of Atmospheric Physics, Chinese Academy of Sciences, Beijing 100029, China
Viewed
Since the preprint corresponding to this journal article was posted outside of Copernicus Publications, the preprint-related metrics are limited to HTML views.
Total article views: 1,286 (including HTML, PDF, and XML)
HTML
PDF
XML
Total
BibTeX
EndNote
1,099
163
24
1,286
27
28
HTML: 1,099
PDF: 163
XML: 24
Total: 1,286
BibTeX: 27
EndNote: 28
Views and downloads (calculated since 08 Mar 2024)
Cumulative views and downloads
(calculated since 08 Mar 2024)
Total article views: 1,067 (including HTML, PDF, and XML)
HTML
PDF
XML
Total
BibTeX
EndNote
880
163
24
1,067
27
28
HTML: 880
PDF: 163
XML: 24
Total: 1,067
BibTeX: 27
EndNote: 28
Views and downloads (calculated since 25 Jun 2024)
Cumulative views and downloads
(calculated since 25 Jun 2024)
Total article views: 219 (including HTML, PDF, and XML)
HTML
PDF
XML
Total
BibTeX
EndNote
219
0
0
219
0
0
HTML: 219
PDF: 0
XML: 0
Total: 219
BibTeX: 0
EndNote: 0
Views and downloads (calculated since 08 Mar 2024)
Cumulative views and downloads
(calculated since 08 Mar 2024)
Viewed (geographical distribution)
Since the preprint corresponding to this journal article was posted outside of Copernicus Publications, the preprint-related metrics are limited to HTML views.
Total article views: 1,286 (including HTML, PDF, and XML)
Thereof 1,286 with geography defined
and 0 with unknown origin.
Total article views: 1,067 (including HTML, PDF, and XML)
Thereof 1,067 with geography defined
and 0 with unknown origin.
Total article views: 219 (including HTML, PDF, and XML)
Thereof 219 with geography defined
and 0 with unknown origin.
Accurate cloud quantification is critical for climate research. We developed a novel computer vision framework using deep neural networks and clustering algorithms for cloud classification and segmentation from ground-based all-sky images. After a full year of observational training, our model achieves over 95 % accuracy on four cloud types. The framework enhances quantitative analysis to support climate research by providing reliable cloud data.
Accurate cloud quantification is critical for climate research. We developed a novel computer...