Articles | Volume 3, issue 3
Atmos. Meas. Tech., 3, 557–567, 2010
https://doi.org/10.5194/amt-3-557-2010
Atmos. Meas. Tech., 3, 557–567, 2010
https://doi.org/10.5194/amt-3-557-2010

  06 May 2010

06 May 2010

Automatic cloud classification of whole sky images

A. Heinle et al.

Related subject area

Subject: Clouds | Technique: Remote Sensing | Topic: Data Processing and Information Retrieval
Improving cloud type classification of ground-based images using region covariance descriptors
Yuzhu Tang, Pinglv Yang, Zeming Zhou, Delu Pan, Jianyu Chen, and Xiaofeng Zhao
Atmos. Meas. Tech., 14, 737–747, https://doi.org/10.5194/amt-14-737-2021,https://doi.org/10.5194/amt-14-737-2021, 2021
Short summary
Global cloud property models for real-time triage on board visible–shortwave infrared spectrometers
Macey W. Sandford, David R. Thompson, Robert O. Green, Brian H. Kahn, Raffaele Vitulli, Steve Chien, Amruta Yelamanchili, and Winston Olson-Duvall
Atmos. Meas. Tech., 13, 7047–7057, https://doi.org/10.5194/amt-13-7047-2020,https://doi.org/10.5194/amt-13-7047-2020, 2020
Short summary
Applying deep learning to NASA MODIS data to create a community record of marine low-cloud mesoscale morphology
Tianle Yuan, Hua Song, Robert Wood, Johannes Mohrmann, Kerry Meyer, Lazaros Oreopoulos, and Steven Platnick
Atmos. Meas. Tech., 13, 6989–6997, https://doi.org/10.5194/amt-13-6989-2020,https://doi.org/10.5194/amt-13-6989-2020, 2020
Short summary
Microwave single-scattering properties of non-spheroidal raindrops
Robin Ekelund, Patrick Eriksson, and Michael Kahnert
Atmos. Meas. Tech., 13, 6933–6944, https://doi.org/10.5194/amt-13-6933-2020,https://doi.org/10.5194/amt-13-6933-2020, 2020
Short summary
Determining cloud thermodynamic phase from the polarized Micro Pulse Lidar
Jasper R. Lewis, James R. Campbell, Sebastian A. Stewart, Ivy Tan, Ellsworth J. Welton, and Simone Lolli
Atmos. Meas. Tech., 13, 6901–6913, https://doi.org/10.5194/amt-13-6901-2020,https://doi.org/10.5194/amt-13-6901-2020, 2020
Short summary

Cited articles

Bankert, R. L. and Wade, R. H.: Optimization of an instance-based GOES cloud classification algorithm, J. Appl. Meteorol. Clim., 46, 36–49, 2007.
Calbó, J. and Sabburg, J.: Feature extraction from whole-sky ground-based images for cloud-type recognition, J. Atmos. Ocean. Tech., 25, 3–14, 2008.
Cazorla, A., Olmo, F. J., and Alados-Arboledas, L.: Devlopment of a sky imager for cloud cover assessment, J. Opt. Soc. Am. A., 25, 29–39, 2008.
Christodoulou, C. I., Michaelides, S., and Pattichis, C.: Multifeature texture analysis for the classification of clouds in satellite imagery, IEEE T. Geosci. Remote, 41, 2662–2668, 2003.
Duda, R. O. and Hart, P. E.: Pattern classification, John Wiley and Sons, 2001.
Download