Long-term analysis of sea ice drift in the western Ross sea, Antarctica, at high and low spatial resolution

• Published in: Remote Sensing
• Main Authors: Farooq U, Rack W, McDonald A, Howell S
• Format: Article in Journal/Newspaper
• Language: English
• Published: MDPI AG 2020
• Subjects: sea ice; motion tracking; Envisat ASAR; Polar Pathfinder; NSIDC; Western Ross Sea; Synthetic Aperture Radar; COSI-Corr; 0203 Classical Physics; 0406 Physical Geography and Environmental Geoscience; 0909 Geomatic Engineering; Fields of Research::37 - Earth sciences::3709 - Physical geography and environmental geoscience::370901 - Geomorphology and earth surface processes; Fields of Research::40 - Engineering::4013 - Geomatic engineering::401304 - Photogrammetry and remote sensing; Asar; Canada; McMurdo Sound; Ross Ice Shelf; Ross Sea; Terra Nova Bay; Antarc*; Antarctica; Ice Shelf; Sea ice
• Online Access: https://hdl.handle.net/10092/101462; https://doi.org/10.3390/RS12091402

© 2020 by the authors. The Ross Sea region, including three main polynya areas in McMurdo Sound, Terra Nova Bay, and in front of the Ross Ice Shelf, has experienced a significant increase in sea ice extent in the first four decades of satellite observations. Here, we use Co-Registration of Optically Sensed Images and Correlation (COSI-Corr) to estimate 894 high-resolution sea ice motion fields of the Western Ross Sea in order to explore ice-atmosphere interactions based on sequential high-resolution Advanced Synthetic Aperture Radar (ASAR) images from the Envisat satellite acquired between 2002-2012. Validation of output motion vectors with manually drawn vectors for 24 image pairs show Pearson correlation coefficients of 0.92 ± 0.09 with a mean deviation in direction of-3.17 ± 6.48 degrees. The high-resolution vectors were also validated against the Environment and Climate Change Canada sea ice motion tracking algorithm, resulting in correlation coefficients of 0.84 ± 0.20 and the mean deviation in the direction of-0.04 ± 17.39 degrees. A total of 480 one-day separated velocity vector fields have been compared to an available NSIDC low-resolution sea ice motion vector product, showing much lower correlations and high directional differences. The high-resolution product is able to better identify short-term and spatial variations, whereas the low-resolution product underestimates the actual sea ice velocities by 47% in this important near-coastal region. The large-scale pattern of sea ice drift over the full time period is similar in both products. Improved image coverage is still desired to capture drift variations shorter than 24 h.