Arctic-wide operational sea ice drift from enhanced-resolution QuikScat/SeaWinds scatterometry and its validation
- 27 December 2005
- journal article
- Published by Institute of Electrical and Electronics Engineers (IEEE) in IEEE Transactions on Geoscience and Remote Sensing
- Vol. 44 (1) , 102-107
- https://doi.org/10.1109/tgrs.2005.859352
Abstract
The near-real-time enhanced-resolution QuikScat/SeaWinds (QS) scatterometry composite data are used for daily automatic 48-h sea ice tracking by maximum cross-correlation over the entire Arctic. A correlation window of 61 /spl times/ 61 pixels is used for best performance. Both QS polarizations, vertical (VV) and horizontal (HH), are used independently, which permits to filter the final results for erroneous vectors by comparing the two drift vectors, u/spl I.oarr//sub VV/ and u/spl I.oarr//sub HH/, respectively. Additional filtering is performed by setting a minimum correlation coefficient and by considering the spatial consistency of the motion field. The algorithm has been validated with winter 2002/2003 buoy data from the International Arctic Buoy Program showing error standard deviations in the 48-h displacement of 3.1 and 3.2 km in the latitude and longitude direction, respectively. This corresponds to an error standard deviation in ice drift speed of just 2.6 cm/s. Errors are largest in dynamic regions with lower ice concentrations as for example the southern Fram Strait. The enhanced-resolution data improve previous drift results by about 25%, but are still blurred by the necessary 36-h period to produce the composites.Keywords
This publication has 9 references indexed in Scilit:
- Automatic detection and validity of the sea-ice edge: an application of enhanced-resolution QuikScat/SeaWinds dataIEEE Transactions on Geoscience and Remote Sensing, 2004
- Seasonal ice area and volume production of the Arctic Ocean: November 1996 through April 1997Journal of Geophysical Research: Oceans, 2002
- Validation of sea ice motion from QuikSCAT with those from SSM/I and buoyIEEE Transactions on Geoscience and Remote Sensing, 2002
- Image reconstruction and enhanced resolution imaging from irregular samplesIEEE Transactions on Geoscience and Remote Sensing, 2001
- Estimation of large-scale sea-ice motion from SSM/I 85.5 GHz imageryAnnals of Glaciology, 1997
- Determination of the age distribution of sea ice from Lagrangian observations of ice motionIEEE Transactions on Geoscience and Remote Sensing, 1995
- Resolution enhancement of spaceborne scatterometer dataIEEE Transactions on Geoscience and Remote Sensing, 1993
- Automated extraction of pack ice motion from advanced very high resolution radiometer imageryJournal of Geophysical Research: Oceans, 1986
- Sea ice motion in response to geostrophic windsJournal of Geophysical Research: Oceans, 1982