ABoVE: Lake and Pond Extents in Alaskan Boreal and Tundra Subregions, 2019-2021
This dataset provides polygon spatial files of lake and pond extents for three sub-regions of Interior Alaska's boreal forest, and one tundra region located in Alaska's Yukon-Kuskokwim Delta. Files provide lake and pond extents of standing water without wetland vegetation or other obstructions with a minimum area of 0.01 ha. Water extents were derived from Planet Labs PlanetScope imagery with resolution of 3.125 m. A deep learning model (U-Net) was applied to PlanetScope orthotile imagery from Planet Labs' Dove-R and Super Dove satellites. The U-Net model used the red, green, blue, and near-infrared bands along with a slope raster derived from a 30-m digital elevation model (DEM) as inputs. The U-Net detected water bodies in all available cloud-free images from the snow-free period (May-September) of 2019-2021. Water body data are provided as 3-year composites (2019-2021) for all four regions and monthly climatological composites (May-September) over 2019-2021 for the three boreal forest regions. The composite water files indicate the presence of open, standing water in >40% of valid PlanetScope observations for a given composite time-slice. Files are provided in shapefile format.
Complete Metadata
| @type | dcat:Dataset |
|---|---|
| accessLevel | public |
| bureauCode |
[
"026:00"
]
|
| contactPoint |
{
"fn": "Earthdata Forum",
"@type": "vcard:Contact",
"hasEmail": "mailto:earthdata-support@nasa.gov"
}
|
| description | This dataset provides polygon spatial files of lake and pond extents for three sub-regions of Interior Alaska's boreal forest, and one tundra region located in Alaska's Yukon-Kuskokwim Delta. Files provide lake and pond extents of standing water without wetland vegetation or other obstructions with a minimum area of 0.01 ha. Water extents were derived from Planet Labs PlanetScope imagery with resolution of 3.125 m. A deep learning model (U-Net) was applied to PlanetScope orthotile imagery from Planet Labs' Dove-R and Super Dove satellites. The U-Net model used the red, green, blue, and near-infrared bands along with a slope raster derived from a 30-m digital elevation model (DEM) as inputs. The U-Net detected water bodies in all available cloud-free images from the snow-free period (May-September) of 2019-2021. Water body data are provided as 3-year composites (2019-2021) for all four regions and monthly climatological composites (May-September) over 2019-2021 for the three boreal forest regions. The composite water files indicate the presence of open, standing water in >40% of valid PlanetScope observations for a given composite time-slice. Files are provided in shapefile format. |
| distribution |
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"@type": "dcat:Distribution",
"title": "Data Information (PNG)",
"format": "PNG",
"mediaType": "image/png",
"downloadURL": "https://daac.ornl.gov/ABOVE/guides/Alaska_Lake_Pond_Maps_Fig1.png"
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"mediaType": "application/pdf",
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"mediaType": "text/html",
"downloadURL": "https://doi.org/10.3334/ORNLDAAC/2134"
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|
| identifier | 10.3334/ORNLDAAC/2134 |
| keyword |
[
"earth-science-ecosystems-biosphere-freshwater-ecosystems-lake-pond",
"earth-science-ecosystems-biosphere-terrestrial-ecosystems-alpine-tundra",
"earth-science-ecosystems-biosphere-terrestrial-ecosystems-forests",
"earth-science-surface-water-terrestrial-hydrosphere-surface-water-features-lakes-reservoirs"
]
|
| landingPage | https://search.earthdata.nasa.gov/search?q=Alaska_Lake_Pond_Maps_2134&ac=true |
| modified | 2026-02-17 |
| programCode |
[
"026:000"
]
|
| publisher |
{
"name": "ORNL_DAAC",
"@type": "org:Organization"
}
|
| spatial |
"[[{"WestBoundingCoordinate":-164.402,"NorthBoundingCoordinate":67.2081,"EastBoundingCoordinate":-143.836,"SouthBoundingCoordinate":60.7642}],"CARTESIAN"]"
|
| temporal | 2019-05-19/2019-05-19 |
| theme |
[
"Earth Science"
]
|
| title | ABoVE: Lake and Pond Extents in Alaskan Boreal and Tundra Subregions, 2019-2021 |
