The impact of snow depth, snow density and ice density on sea ice thickness retrieval from satellite radar altimetry : results from the ESA-CCI Sea Ice ECV Project Round Robin Exercise

We assess different methods and input parame- ters, namely snow depth, snow density and ice density, used in freeboard-to-thickness conversion of Arctic sea ice. This conversion is an important part of sea ice thickness retrieval from spaceborne altimetry. A data base is created compris- ing sea ice...

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Bibliographic Details
Published in:The Cryosphere
Main Authors: Kern, S., Khvorostovsky, K., Skourup, H., Rinne, E., Parsakhoo, Z., Djepa, V., Wadhams, P., Sandven, S.
Format: Article in Journal/Newspaper
Language:English
Published: 2015
Subjects:
Online Access:http://hdl.handle.net/11858/00-001M-0000-0024-9F42-9
Description
Summary:We assess different methods and input parame- ters, namely snow depth, snow density and ice density, used in freeboard-to-thickness conversion of Arctic sea ice. This conversion is an important part of sea ice thickness retrieval from spaceborne altimetry. A data base is created compris- ing sea ice freeboard derived from satellite radar altimetry between 1993 and 2012 and co-locate observations of total (sea ice + snow) and sea ice freeboard from the Operation Ice Bridge (OIB) and CryoSat Validation Experiment (Cry- oVEx) airborne campaigns, of sea ice draft from moored and submarine upward looking sonar (ULS), and of snow depth from OIB campaigns, Advanced Microwave Scanning Ra- diometer (AMSR-E) and the Warren climatology (Warren et al., 1999). We compare the different data sets in spatiotem- poral scales where satellite radar altimetry yields meaningful results. An inter-comparison of the snow depth data sets em- phasizes the limited usefulness of Warren climatology snow depth for freeboard-to-thickness conversion under current Arctic Ocean conditions reported in other studies. We test different freeboard-to-thickness and freeboard-to-draft con- version approaches. The mean observed ULS sea ice draft agrees with the mean sea ice draft derived from radar altime- try within the uncertainty bounds of the data sets involved. However, none of the approaches are able to reproduce the seasonal cycle in sea ice draft observed by moored ULS. A sensitivity analysis of the freeboard-to-thickness conversion suggests that sea ice density is as important as snow depth.