The Cloud Masking Task Team has set as its first priority the reduction of false flagging in regions of high sea surface temperature gradient. False flagging arises when spatial coherence tests are used: such tests are effective in discriminating clouds from sea areas in brightness temperature imagery for most of the ocean, but for frontal areas, cloud features and sea features on such metrics overlap and a compromise between failure to detect and false alarms is inevitable. However, systematic over-flagging of frontal areas is unsatisfactory for applications that explore ocean dynamics that generate fronts as a signature and quantifier of dynamical processes.
Sharing good practices on cloud masking in GHRSST products, reduction of false flagging in regions of high sea surface temperature gradient.
- Options in development for reducing false flagging include alternative metrics of spatial coherence, multi-temporal techniques, and (for contemporary sensors) use of additional (non-retrieval) channels.
- Coastal zone cloud detection.
LAST REPORT TO THE SCIENCE TEAM
- October 2023: Presentation https://zenodo.org/records/10044587 and recording: Task Team 2023 Cloud Masking – YouTube
- June 2022: no report available
- June 2021: Slides-CMT22021
TASK TEAM MEMBERS
Chair: Mingkun Liu
Co-Chair: This team is looking for a co-chair!
Members: Peter Cornillon, Mingkun Liu, Claire Bulgin, Owen Embury, Mike Chin, Steinar Eastwood, Andy Harris, Boris Petrenko, Stephane Saux-Picart, Yukio Kurihara.
INTERESTED IN CONTRIBUTING?
Please contact the chair directly: Mingkun Liu, email@example.com