Comparison of the precision of glacier flow rates derived from offset-tracking using Sentinel-2 and Landsat-8/9 imagery

Yang, Zhibin and Chen, Zhuoqi and Li, Gang and Mao, Yanting and Feng, Xiaoman and Cheng, Xiao (2024) Comparison of the precision of glacier flow rates derived from offset-tracking using Sentinel-2 and Landsat-8/9 imagery. Advances in Polar Science, 35 (2). pp. 238-251.

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Abstract

Offset-tracking is an essential method for deriving glacier flow rates using optical imagery. Sentinel-2 (S2) and Landsat-8/9 (L8/9) are popular optical satellites or constellations for polar studies, offering high spatial resolution with relatively short revisit time, wide swath width, and free accessibility. To evaluate and compare the precision of offset-tracking results yielded with these two kinds of data, in this study S2 and L8/9 imagery observed in Petermann Glacier in Greenland, Karakoram in High-Mountains Asia, and Amery Ice Shelf in the Antarctic are analyzed. Outliers and various systematic error sources in the offset-tracking results including orbital and strip errors were analyzed and eliminated at the pre-process stage. Precision at the off-glacier (bare rock) region was evaluated by presuming that no deformation occurred; then for both glacierized and the off-glacier regions, precision of velocity time series was evaluated based on error propagation theory. The least squares method based on connected components was used to solve flow rates time series based on multi-pair images offset-tracking. The results indicated that S2 achieved slightly higher precision than L8/9 in terms of both single-pair derived displacements and least square solved daily flow rates time series. Generally, the RMSE of daily velocity is 26% lower for S2 than L8/9. Moreover, S2 provided higher temporal resolution for monitoring glacier flow rates.

Item Type:	Article
Related URLs:
Keywords:	Sentinel-2, Landsat, glacier flow rates, offset-tracking, precision
Subjects:	Natural Environment > Cryosphere
Organizations:	Unspecified
Date Deposited:	03 Jan 2025 15:30
URI:	http://library.arcticportal.org/id/eprint/2847

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