The EuroClim products include sea ice concentration, land snow cover, and snow temperature at the surface.
The sea ice concentration (SIC) parameter is the fraction
of sea surface covered by sea ice. Different sensors and methods can be used
to map this fraction, but due to the Arctic climate
(dark in winter, cloudy most of the year) microwave sensors
are used in preference to optical sensors. In the latest version of EuroClim,
SSM/I passive
microwave data are used. Data are taken from NSIDC
in the form of daily brightness temperature values for the current SSM/I satellite
(DMSP F13).
The snow cover area (SCA) parameter refers to the fraction
of land cover by snow. Different sensors and methods can be used to map this
fraction also. In the current version of EuroClim, AVHRR
data are used together with ground observations from meteorological observing
stations.
The optical AVHRR sensor is used to distinguish between clouds, snow and snow
free land. The method therefore relies on cloud free conditions. The classification
algorithm determines if each pixel over land is cloudy, snow covered or
snow free. The fraction of snow is therefore 0 or 1.
The ground observations give the snow cover at about 500 stations scattered
all over Norway. These are interpolated to each AVHRR pixel using a Digital
Elevation Model (DEM), so that each pixel over Norway is given a snow fraction
of 0 or 1. The AVHRR and interpolated observation fields are then compared
and merged into the final product.
The snow temperature surface (STS) parameter refers to the
surface temperature of the snow cover. It can be observed by means of remote
sensing in the thermal domain. The polar atmospheres are not very well known,
but a few algorithms exist for retrieval of snow surface temperature. These
EuroClim products use Key’s algorithm (Key et al. 1997), which is calibrated
for AVHRR and MODIS data.
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