Articles | Volume 16, issue 1
https://doi.org/10.5194/tc-16-219-2022
https://doi.org/10.5194/tc-16-219-2022
Research article
 | 
21 Jan 2022
Research article |  | 21 Jan 2022

Proper orthogonal decomposition of ice velocity identifies drivers of flow variability at Sermeq Kujalleq (Jakobshavn Isbræ)

David W. Ashmore, Douglas W. F. Mair, Jonathan E. Higham, Stephen Brough, James M. Lea, and Isabel J. Nias

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Cited articles

Albidah, A. B., Brevis, W., Fedun, V., Ballai, I., Jess, D. B., Stangalini, M., Higham, J., and Verth G.: Proper orthogonal and dynamic mode decomposition of sunspot data, Philos. T. R. Soc. A., 379, 20200181, https://doi.org/10.1098/rsta.2020.0181, 2020. 
Andrews, L. C., Catania, G. A, Hoffman, M. J., Gulley, J. D., Lüthi, M. P., Ryser, C., Hawley, R. L., and Neumann, T. A.: Direct observations of evolving subglacial drainage beneath the Greenland Ice Sheet, Nature, 514, 80–83, https://doi.org/10.1038/nature13796, 2014. 
Ashmore, D. W.: Proper Othogonal Decomposition of SAR-derived ice velocity – Data and Code, Version 1.0.0, Zenodo [data set], https://doi.org/10.5281/zenodo.4699392, 2021. 
Bevan, S. L., Luckman, A. J., Benn, D. I., Cowton, T., and Todd, J.: Impact of warming shelf waters on ice mélange and terminus retreat at a large SE Greenland glacier, The Cryosphere, 13, 2303–2315, https://doi.org/10.5194/tc-13-2303-2019, 2019. 
Bian, Y., Yue, J., Gao, W., Li, Z., Lu, D., Xiang, Y., and Chen, J.: Analysis of the Spatiotemporal Changes of Ice Sheet Mass and Driving Factors in Greenland, Remote Sens., 11, 862, https://doi.org/10.3390/rs11070862, 2019. 
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In this paper we explore the use of a transferrable and flexible statistical technique to try and untangle the multiple influences on marine-terminating glacier dynamics, as measured from space. We decompose a satellite-derived ice velocity record into ranked sets of static maps and temporal coefficients. We present evidence that the approach can identify velocity variability mainly driven by changes in terminus position and velocity variation mainly driven by subglacial hydrological processes.