Melt Pond Fraction Derived from Sentinel-2 Data: Along the MOSAiC Drift
and Arctic-wide
Abstract
Melt ponds forming on Arctic sea ice in summer significantly reduce the
surface albedo and impact the heat and mass balance of the sea ice.
Their seasonal development features fast and local changes in fractions
of surface types demonstrating the necessity of improving melt pond
fraction (MPF) products. We present a renewed method to extract MPF from
Sentinel-2 satellite imagery, which is evaluated by MPF products from
higher resolution satellite and helicopter-borne imagery. The analysis
of melt pond evolution during the MOSAiC campaign in summer 2020, shows
a split of the Central Observatory (CO) into a level ice and a highly
deformed part, the latter of which exhibits exceptional early melt pond
formation compared to the vicinity. Average CO MPFs amount to 17 %
before and 23 % after the major drainage. Arctic-wide analysis of MPF
for years 2017-2021 shows a consistent seasonal cycle in all regions and
years.