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The A-Train Cloud Segmentation Dataset
ATCS is a dataset designed to train deep learning models to volumetrically segment clouds from multi-angle satellite imagery. The dataset consists of spatiotemporally aligned patches of multi-angle polarimetry from the POLDER sensor aboard the PARASOL mission and vertical cloud profiles from the 2B-CLDCLASS product using the cloud profiling radar (CPR) aboard CloudSat.
Complete Metadata
| @type | dcat:Dataset |
|---|---|
| accessLevel | public |
| bureauCode |
[
"026:00"
]
|
| contactPoint |
{
"fn": "Earthdata Forum",
"@type": "vcard:Contact",
"hasEmail": "mailto:earthdata-support@nasa.gov"
}
|
| description | ATCS is a dataset designed to train deep learning models to volumetrically segment clouds from multi-angle satellite imagery. The dataset consists of spatiotemporally aligned patches of multi-angle polarimetry from the POLDER sensor aboard the PARASOL mission and vertical cloud profiles from the 2B-CLDCLASS product using the cloud profiling radar (CPR) aboard CloudSat. |
| distribution |
[
{
"@type": "dcat:Distribution",
"title": "Data Information (Unknown Format)",
"format": "BIN",
"mediaType": "application/octet-stream",
"downloadURL": "https://seabass.gsfc.nasa.gov/experiment/ATCS/"
}
]
|
| identifier | 10.5067/SeaBASS/ATCS/DATA001 |
| keyword |
[
"earth-science-ocean-chemistry-oceans",
"earth-science-ocean-optics-oceans",
"earth-science-ocean-temperature-oceans",
"earth-science-salinity-density-oceans"
]
|
| landingPage | https://seabass.gsfc.nasa.gov/experiment/ATCS/ |
| modified | 2026-02-17 |
| programCode |
[
"026:000"
]
|
| publisher |
{
"name": "NASA/GSFC/SED/ESD/GCDC/OB.DAAC;NASA/GSFC/SED/ESD/GCDC/SeaBASS",
"@type": "org:Organization"
}
|
| spatial |
"[[{"EastBoundingCoordinate":180.0,"NorthBoundingCoordinate":90.0,"SouthBoundingCoordinate":-90.0,"WestBoundingCoordinate":-180.0}],"CARTESIAN"]"
|
| temporal | 2007-11-27/2007-11-27 |
| theme |
[
"Earth Science"
]
|
| title | The A-Train Cloud Segmentation Dataset |
