Articles | Volume 18, issue 2
https://doi.org/10.5194/tc-18-543-2024
https://doi.org/10.5194/tc-18-543-2024
Research article
 | 
08 Feb 2024
Research article |  | 08 Feb 2024

Evaluation of satellite methods for estimating supraglacial lake depth in southwest Greenland

Laura Melling, Amber Leeson, Malcolm McMillan, Jennifer Maddalena, Jade Bowling, Emily Glen, Louise Sandberg Sørensen, Mai Winstrup, and Rasmus Lørup Arildsen

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Cited articles

Adegun, A. A., Viriri, S., and Tapamo, J. R.: Review of deep learning methods for remote sensing satellite images classification: experimental survey and comparative analysis, J. Big Data, 10, 93, https://doi.org/10.1186/s40537-023-00772-x, 2023. 
Banwell, A., Caballero, M., Arnold, N., Glasser, N., Mac Cathles, L., and MacAyeal, D.: Supraglacial lakes on the Larsen B ice shelf, Antarctica, and at Paakitsoq, West Greenland: a comparative study, Ann. Glaciol., 55, 1–8, https://doi.org/10.3189/2014aog66a049, 2014. 
Bowling, J. S., Livingstone, S. J., Sole, A. J., and Chu, W.: Distribution and dynamics of Greenland subglacial lakes, Nat. Commun., 10, 2810, https://doi.org/10.1038/s41467-019-10821-w, 2019. 
Brodský, L., Vilímek, V., Šobr, M., and Kroczek, T.: The Effect of Suspended Particulate Matter on the Supraglacial Lake Depth Retrieval from Optical Data, Remote Sens.-Basel, 14, 5988, https://doi.org/10.3390/rs14235988, 2022. 
Christoffersen, P., Bougamont, M., Hubbard, A., Doyle, S. H., Grigsby, S., and Pettersson, R.: Cascading lake drainage on the Greenland Ice Sheet triggered by tensile shock and fracture, Nat. Commun., 9, 1064, https://doi.org/10.1038/s41467-018-03420-8, 2018. 
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Short summary
Lakes on glaciers hold large volumes of water which can drain through the ice, influencing estimates of sea level rise. To estimate water volume, we must calculate lake depth. We assessed the accuracy of three satellite-based depth detection methods on a study area in western Greenland and considered the implications for quantifying the volume of water within lakes. We found that the most popular method of detecting depth on the ice sheet scale has higher uncertainty than previously assumed.