57A041
Determination of melt-pond areas on the Arctic sea ice with
optical satellite data
Anja Roesel, Lars Kaleschke
Corresponding author: Anja Roesel –
anja.roesel@zmaw.de
Melt ponds are observed regularly on the surface of the
Arctic sea ice in spring and summer. The appearance of these melting features
reduces strongly the surface albedo and accelerates the decay of the Arctic sea
ice. Until now, the spatial extent of melt ponds on the Arctic sea ice has been
explored only sporadically by field campaigns. Although the knowledge of
melt-pond distribution on the entire Arctic sea ice would be a solid basis for
the parameterization of melt ponds in existing sea-ice models. Owing to the
different spectral properties of snow, ice and water a multispectral sensor like
the Landsat-7 ETM+ is applicable for the analysis of the distribution of melt
ponds. The very high spatial resolution of 30 m is an additional advantage. In
the present study we developed an algorithm, based on a principal components
analysis (PCA) of two spectral channels, for the determination of the melt-pond
fraction. The melt-pond fraction is the ratio of ponded area to sea-ice
coverage. The PCA allows, considering two tiepoints, a proper differentiation of
melt ponds and other surface types like snow, ice or water. For this analysis,
the spectral band 1 with a central wavelength at 480 nm and band 4 with a
central wavelength at 770 nm are used as they represent the extreme values of
the spectral albedo of melt ponds. The comparison of the melt-pond fraction
determined with the PCA method with a method developed by Markus and others in
2003 yields a slightly different spatial distribution of the ponded areas: the
fraction calculated with the PCA in areas with an apparently high melt-pond
distribution is more compact and areas dominated by open water show a lower
fraction than the results of the method from Markus and others, 2003. The
overall melt-pond fraction of the two methods results in a correlation
coefficient of r = 0.95 for the
selected Landsat-7 scene of Baffin Bay from 27 June 2000. The analysis of
several scenes through the melting period indicates that the tiepoint values are
varying according to the solar incidence and elevation angle. Comparing scenes
from different melting stages helps us to develop a procedure finding the
optimal value of the tiepoint. This allows an automatic processing routine to
evaluate all suitable Landsat scenes.
Go Back