GOES Clear Sky Mask

About 

The GOES-R Clear Sky Mask (occasionally referred to as "Cloud Mask") product consists of a binary cloud mask identifying pixels as clear or probably clear, or cloudy or probably cloudy. The binary cloud mask is provided to NWS AWIPS users as the “Clear Sky Mask.” It is generated through a series of cloud detection threshold tests that key on the spatial, spectral, and temporal characteristics associated with the cloud and clear-sky states. Product data is generated both day and night. Clear Sky Mask uses GOES-R bands 0.64 um, 1.38 um, 1.61 um, 3.9 um, 7.0 um, 7.4 um, 8.5 um, 11.2 um, and 12.3 um.

Limitations

The algorithm relies on spectral, spatial and temporal tests. The performance of the cloud mask is therefore sensitive to any imagery artifacts or instrument noise. Calibrated observations are critical because the cloud mask compares the observed values to those from a forward radiative transfer model.

Misclassification: Misclassification can occur near coastlines, for warm low clouds, in regions far from nadir, and near new snow edges, especially over mountains.

Day/Night: The channels used differ between day and night and the terminator is typically visible.

Night FLS: Low clouds at night are the most challenging cloud to detect.

AWIPS 

Location: GOES-East and GOES-West By Sector → choose sector → Derived Products → Clear Sky Mask

Color Maps: GOES-R/GOESR-L2/CSM.cmap. The colormap is binary. Areas of cloud are colored white, while clear areas are colored black

Sampling: The mouse cursor reads out "Clear", "Cloudy", or "NO DATA" depending upon the pixel value.

Quality Flags: A “good quality” flag mask is used to retain pixels that meet good quality thresholds.

Technique: This product is useful when trying to assess the presence of clouds, especially high cirrus clouds or very low stratus clouds. Such clouds are often not easily discernible in satellite imagery.

The Clear Sky mask may be used to complement products that highlight non-cloudy areas, such as the surface. For the NDVI (Vegetation) Channel Difference, an overlay of the Clear Sky Mask is included in the AWIPS menu item to block out clouds so that surface features (vegetation) are accentuated.

AWIPS Technical Details

Sector Full Disk, Conus, and Mesoscale
Refresh Rate Full Disk: 10min; Conus: 5min; Mesoscale: 1 min
Size ~1.5 GB/day; 65 MB/hour
Resolution 2km at nadir
Data Source PDA
Projection GOES-R Fixed Grid
Storage Location /data_store/goes-r/
WMO Header GOES-East: IXTH99 KNES; GOES-West: IXTH89 KNES
Product Short Name OR_ABI-L2-ACM[F|C|M1|M2]
Data Path SBN EXP
AWIPS Configuration Baseline
AWIPS Plugin goes-r
Edex Purge Rule 1 day baseline

Use Cases & More

More information can be retrieved from Quick Guide, STAR.

Point of Contact: Andrew Heidinger

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This page was last updated on March 26, 2024.