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Data Publisher for Earth & Environmental Science

Meyer, Hanna; Katurji, Marwan; Detsch, Florian; Morgan, Fraser; Nauss, Thomas; Roudier, Pierre; Zawar-Reza, Peyman (2019): AntAir: satellite-derived 1km daily Antarctic air temperatures 2003-2016, links to GeoTIFFs [dataset]. PANGAEA, https://doi.org/10.1594/PANGAEA.902166

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Abstract:
AntAir is a dataset of gridded air temperatures in 1km spatial and daily temporal resolution currently available for the years 2003-2016. AntAir was created by modelling daily air temperature from MODIS land surface temperature using machine learning algorithms. Data from 70 weather stations was used as a reference. The dataset covers the entire continent of Antarctica in 1km spatial resolution for the period 2003 to 2016. Each year consists of 365 raster layers that represent the predicted air temperature for the respective day. The raster layers are distributed using the GeoTIFF format and the Antarctic Polar Stereographic projection (EPSG 3031). The unit of the values is degree Celsius * 10. Clouded areas where no air temperature predictions could be made for are marked as no data.
Keyword(s):
Antarctica; Climate change; machine learning; MODIS; remote sensing; Temperature
Related to:
Meyer, Hanna; Katurji, Marwan; Detsch, Florian; Morgan, Fraser; Nauss, Thomas; Roudier, Pierre; Zawar-Reza, Peyman (2019): AntAir: satellite-derived 1km daily Antarctic air temperatures since 2003. Earth System Science Data Discussions, https://doi.org/10.5194/essd-2019-215
Coverage:
Latitude: -90.000000 * Longitude: 0.000000
Event(s):
pan-Antarctica * Latitude: -90.000000 * Longitude: 0.000000
Parameter(s):
#NameShort NameUnitPrincipal InvestigatorMethod/DeviceComment
File contentContentMeyer, Hanna
File nameFile nameMeyer, Hanna
File formatFile formatMeyer, Hannain zip
File sizeFile sizekByteMeyer, Hanna
Uniform resource locator/link to fileURL fileMeyer, Hanna
Size:
70 data points

Data

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Content

File name

File format

File size [kByte]

URL file
1km daily Antarctic air temperatures 20032003.zipGeoTIFF4.049E62003.zip
1km daily Antarctic air temperatures 20042004.zipGeoTIFF4.015E62004.zip
1km daily Antarctic air temperatures 20052005.zipGeoTIFF4.168E62005.zip
1km daily Antarctic air temperatures 20062006.zipGeoTIFF4.136E62006.zip
1km daily Antarctic air temperatures 20072007.zipGeoTIFF4.242E62007.zip
1km daily Antarctic air temperatures 20082008.zipGeoTIFF4.191E62008.zip
1km daily Antarctic air temperatures 20092009.zipGeoTIFF4.283E62009.zip
1km daily Antarctic air temperatures 20102010.zipGeoTIFF4.345E62010.zip
1km daily Antarctic air temperatures 20112011.zipGeoTIFF4.37E62011.zip
1km daily Antarctic air temperatures 20122012.zipGeoTIFF4.545E62012.zip
1km daily Antarctic air temperatures 20132013.zipGeoTIFF4.635E62013.zip
1km daily Antarctic air temperatures 20142014.zipGeoTIFF4.585E62014.zip
1km daily Antarctic air temperatures 20152015.zipGeoTIFF4.68E62015.zip
1km daily Antarctic air temperatures 20162016.zipGeoTIFF4.907E62016.zip