Refining lake volume estimation and critical depth identification for enhanced glacial lake outburst flood (GLOF) event anticipation

Climate change leads to changes in glacier mass balance, including steady advancements and surges that reposition the glacier snouts. Glacier advancement can dam proglacial meltwater lakes. Within the Karakoram and surrounding regions, the positive feedback of climate change has resulted in more fre...

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Published in:The Cryosphere
Main Authors: Bazai, N., Carling, P., Cui, P., Hao, W., Guotao, Z., Liu, D., Hassan, J.
Format: Article in Journal/Newspaper
Language:unknown
Published: 2024
Subjects:
Online Access:https://gfzpublic.gfz-potsdam.de/pubman/item/item_5033332
https://gfzpublic.gfz-potsdam.de/pubman/item/item_5033332_1/component/file_5033337/5033332.pdf
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author Bazai, N.
Carling, P.
Cui, P.
Hao, W.
Guotao, Z.
Liu, D.
Hassan, J.
author_facet Bazai, N.
Carling, P.
Cui, P.
Hao, W.
Guotao, Z.
Liu, D.
Hassan, J.
author_sort Bazai, N.
collection GFZpublic (German Research Centre for Geosciences, Helmholtz-Zentrum Potsdam)
container_issue 12
container_start_page 5921
container_title The Cryosphere
container_volume 18
description Climate change leads to changes in glacier mass balance, including steady advancements and surges that reposition the glacier snouts. Glacier advancement can dam proglacial meltwater lakes. Within the Karakoram and surrounding regions, the positive feedback of climate change has resulted in more frequent ice-dammed glacial lake outburst floods (GLOFs), often facilitated by englacial conduits. However, the complex and multi-factor processes of conduit development are difficult to measure. Determining the lake depths that might trigger GLOFs and the numerical model specifications for breaching is challenging. Empirical estimates of lake volumes, along with field-based monitoring of lake levels and depths and the assessment of GLOF hazards, enable warnings and damage mitigation. Using historical data, remote sensing techniques, high-resolution imagery, cross-correlation feature tracking, and field-based data, we identified the processes of lake formation, drainage timing, and triggering depth. We developed empirical approaches to determine lake volume and trigger water pressure leading to a GLOF. A correlation, albeit a weak one, between glacier surge velocity and lake volume reveals that glacier surge may play a crucial role in lake formation and thus controls the size and volume of the lake. Lake volume estimation involves geometric considerations of the lake basin shape. A GLOF becomes likely when the lake's normalized depth (n′) exceeds 0.60, equivalent to a typical water pressure on the dam face of 510 kPa. These field and remotely sensed findings not only offer valuable insights for early warning procedures in the Karakoram but also suggest that similar approaches might be effectively applied to other mountain environments worldwide where GLOFs pose a hazard.
format Article in Journal/Newspaper
genre The Cryosphere
genre_facet The Cryosphere
geographic Glacial Lake
geographic_facet Glacial Lake
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op_doi https://doi.org/10.5194/tc-18-5921-2024
op_relation info:eu-repo/semantics/altIdentifier/doi/10.5194/tc-18-5921-2024
op_rights info:eu-repo/semantics/openAccess
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spelling ftgfzpotsdam:oai:gfzpublic.gfz-potsdam.de:item_5033332 2025-05-18T14:07:38+00:00 Refining lake volume estimation and critical depth identification for enhanced glacial lake outburst flood (GLOF) event anticipation Bazai, N. Carling, P. Cui, P. Hao, W. Guotao, Z. Liu, D. Hassan, J. 2024 application/pdf https://gfzpublic.gfz-potsdam.de/pubman/item/item_5033332 https://gfzpublic.gfz-potsdam.de/pubman/item/item_5033332_1/component/file_5033337/5033332.pdf unknown info:eu-repo/semantics/altIdentifier/doi/10.5194/tc-18-5921-2024 info:eu-repo/semantics/openAccess https://creativecommons.org/licenses/by/4.0/ The Cryosphere info:eu-repo/semantics/article 2024 ftgfzpotsdam https://doi.org/10.5194/tc-18-5921-2024 2025-04-23T20:57:51Z Climate change leads to changes in glacier mass balance, including steady advancements and surges that reposition the glacier snouts. Glacier advancement can dam proglacial meltwater lakes. Within the Karakoram and surrounding regions, the positive feedback of climate change has resulted in more frequent ice-dammed glacial lake outburst floods (GLOFs), often facilitated by englacial conduits. However, the complex and multi-factor processes of conduit development are difficult to measure. Determining the lake depths that might trigger GLOFs and the numerical model specifications for breaching is challenging. Empirical estimates of lake volumes, along with field-based monitoring of lake levels and depths and the assessment of GLOF hazards, enable warnings and damage mitigation. Using historical data, remote sensing techniques, high-resolution imagery, cross-correlation feature tracking, and field-based data, we identified the processes of lake formation, drainage timing, and triggering depth. We developed empirical approaches to determine lake volume and trigger water pressure leading to a GLOF. A correlation, albeit a weak one, between glacier surge velocity and lake volume reveals that glacier surge may play a crucial role in lake formation and thus controls the size and volume of the lake. Lake volume estimation involves geometric considerations of the lake basin shape. A GLOF becomes likely when the lake's normalized depth (n′) exceeds 0.60, equivalent to a typical water pressure on the dam face of 510 kPa. These field and remotely sensed findings not only offer valuable insights for early warning procedures in the Karakoram but also suggest that similar approaches might be effectively applied to other mountain environments worldwide where GLOFs pose a hazard. Article in Journal/Newspaper The Cryosphere GFZpublic (German Research Centre for Geosciences, Helmholtz-Zentrum Potsdam) Glacial Lake ENVELOPE(-129.463,-129.463,58.259,58.259) The Cryosphere 18 12 5921 5938
spellingShingle Bazai, N.
Carling, P.
Cui, P.
Hao, W.
Guotao, Z.
Liu, D.
Hassan, J.
Refining lake volume estimation and critical depth identification for enhanced glacial lake outburst flood (GLOF) event anticipation
title Refining lake volume estimation and critical depth identification for enhanced glacial lake outburst flood (GLOF) event anticipation
title_full Refining lake volume estimation and critical depth identification for enhanced glacial lake outburst flood (GLOF) event anticipation
title_fullStr Refining lake volume estimation and critical depth identification for enhanced glacial lake outburst flood (GLOF) event anticipation
title_full_unstemmed Refining lake volume estimation and critical depth identification for enhanced glacial lake outburst flood (GLOF) event anticipation
title_short Refining lake volume estimation and critical depth identification for enhanced glacial lake outburst flood (GLOF) event anticipation
title_sort refining lake volume estimation and critical depth identification for enhanced glacial lake outburst flood (glof) event anticipation
url https://gfzpublic.gfz-potsdam.de/pubman/item/item_5033332
https://gfzpublic.gfz-potsdam.de/pubman/item/item_5033332_1/component/file_5033337/5033332.pdf