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nasa-nccs-hpda / vhr-cloudmask

VHR Cloud Masking
https://nasa-nccs-hpda.github.io/vhr-cloudmask/
Apache License 2.0
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Intercomparison with other cloud mask algorithms #60

Open jordancaraballo opened 11 months ago

jordancaraballo commented 11 months ago

Intercomparison with other cloud mask algorithms:

https://www.sciencedirect.com/science/article/pii/S0034425722001043 Cloud Mask Intercomparison eXercise (CMIX): An evaluation of cloud masking algorithms for Landsat 8 and Sentinel-2 Cloud cover is a major limiting factor in exploiting time-series data acquired by optical spaceborne remote sensing sensors. Multiple methods have bee…

Do the inter comparison approach Check how well they do on VHR data

jordancaraballo commented 10 months ago

Data for CMIX is available here: https://calvalportal.ceos.org/cmix-sites

jordancaraballo commented 10 months ago

Metrics used on CMIX.

Screenshot 2024-01-08 at 12 17 19 PM
jordancaraballo commented 10 months ago

Cloud simulator could be used to simulate clouds under different conditions https://github.com/strath-ai/SatelliteCloudGenerator