University of Tasmania
Browse

File(s) under permanent embargo

Semi-automated feature-tracking of East Antarctic sea ice from Envisat ASAR imagery

journal contribution
posted on 2023-05-17, 10:37 authored by Alan Giles, Robert MassomRobert Massom, Petra HeilPetra Heil, Glenn HylandGlenn Hyland
While feature tracking of sea ice using cross-correlation methods on pairs of satellite Synthetic Aperture Radar (SAR) images has been extensively carried out in the Arctic, this is not the case in the Antarctic. This is due to the dynamic nature of Antarctic pack ice, its microwave signature, the tendency for SAR swath paths to be poorly aligned with the often narrow sea ice zone around the continent and inadequate satellite sampling. A semi-automated system, known as IPADS (IMCORR [IMageCORRelation] Processing, Analysis and Display System), has been developed to map fast ice and pack ice in Antarctica using multiple pairs of SAR images. The software processing pipeline uses overlapping image pairswhich are geocoded and roughly registered using only data contained in the image headers. Next, fast icemaps are rapidly generated using zeromotion features located within ocean regions. This also provides precise image registration. Finally, the same image pairs are re-examined for pack ice motion in a slower off-line batch process. The pack and fast ice are identified using a cluster-based search method which compares both location and motion information. Each image pair generates a NetCDF file which adds to a growing database of Antarctic sea ice motion and ice roughness. Five image-pair examples are presented to illustrate themethods used aswell as their strengths and limitations. Substantial pack icemotion can often be detected in the marginal ice zone on SAR images only a few days apart.

History

Publication title

Remote Sensing of Environment

Volume

115

Issue

9

Pagination

2267-2276

ISSN

0034-4257

Department/School

Institute for Marine and Antarctic Studies

Publisher

Elsevier Science Inc

Place of publication

360 Park Ave South, New York, USA, Ny, 10010-1710

Rights statement

The definitive version is available at http://www.sciencedirect.com

Repository Status

  • Restricted

Socio-economic Objectives

Expanding knowledge in the earth sciences

Usage metrics

    University Of Tasmania

    Categories

    Exports

    RefWorks
    BibTeX
    Ref. manager
    Endnote
    DataCite
    NLM
    DC