Quantifying heterogeneous monsoonal melt on a debris-covered glacier in Nepal Himalaya using repeat uncrewed aerial system (UAS) photogrammetry

The ablation zones of debris-covered glaciers in Himalaya exhibit heterogeneous processes and melt patterns. Although sub-debris melt is measured at ablation stakes, the high variability of debris thickness necessitates distributed melt measurements at the glacier scale. Focusing on Annapurna III Gl...

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Published in:Journal of Glaciology
Main Authors: Niti B. Mishra, Evan S. Miles, Gargi Chaudhuri, Kumar P. Mainali, Suraj Mal, Paras B. Singh, Babulal Tiruwa
Format: Article in Journal/Newspaper
Language:English
Published: Cambridge University Press 2022
Subjects:
UAS
Online Access:https://doi.org/10.1017/jog.2021.96
https://doaj.org/article/8ec0fc8e58cb469b93c7b9c27a6fcd73
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spelling ftdoajarticles:oai:doaj.org/article:8ec0fc8e58cb469b93c7b9c27a6fcd73 2023-05-15T16:57:34+02:00 Quantifying heterogeneous monsoonal melt on a debris-covered glacier in Nepal Himalaya using repeat uncrewed aerial system (UAS) photogrammetry Niti B. Mishra Evan S. Miles Gargi Chaudhuri Kumar P. Mainali Suraj Mal Paras B. Singh Babulal Tiruwa 2022-04-01T00:00:00Z https://doi.org/10.1017/jog.2021.96 https://doaj.org/article/8ec0fc8e58cb469b93c7b9c27a6fcd73 EN eng Cambridge University Press https://www.cambridge.org/core/product/identifier/S0022143021000964/type/journal_article https://doaj.org/toc/0022-1430 https://doaj.org/toc/1727-5652 doi:10.1017/jog.2021.96 0022-1430 1727-5652 https://doaj.org/article/8ec0fc8e58cb469b93c7b9c27a6fcd73 Journal of Glaciology, Vol 68, Pp 288-304 (2022) Aerial photogrammetry debris-covered glacier DSM differencing glacier mass balance Himalaya ice cliffs point cloud differencing structure from motion UAS Environmental sciences GE1-350 Meteorology. Climatology QC851-999 article 2022 ftdoajarticles https://doi.org/10.1017/jog.2021.96 2023-03-12T01:30:54Z The ablation zones of debris-covered glaciers in Himalaya exhibit heterogeneous processes and melt patterns. Although sub-debris melt is measured at ablation stakes, the high variability of debris thickness necessitates distributed melt measurements at the glacier scale. Focusing on Annapurna III Glacier, we used uncrewed aerial system (UAS) photogrammetry to estimate total volume loss and slope-perpendicular glacier melt between May and November 2019 using flow-corrected point clouds. Results indicated the average elevation change was −1.10 ± 0.19 m, while the mean melt was −0.87 m w.e., equating to a mean melt rate of −0.47 cm w.e. d−1. However, the spatial pattern was highly variable due to complex local processes necessitating future study over short intervals. The evaluation of specific areas showed the interplay of debris thickness variability, subseasonal debris redistribution, supraglacial channel reconfiguration and the imprint of relict ice cliffs in leading to contemporary melt rates. Ice cliffs had higher melt distances (mean −3.9 ± 0.19 m) compared to non-cliff areas (mean −0.75 ± 0.19 m) and were the predominant control on the spatial patterns of seasonal melt rates. Crucially, the definition of ice cliff areas from thinning data has a profound impact on derived melt rates and melt enhancement. Our study demonstrates the possibility and utility of deriving fully-distributed slope-perpendicular melt measurements. Article in Journal/Newspaper Journal of Glaciology Directory of Open Access Journals: DOAJ Articles Journal of Glaciology 68 268 288 304
institution Open Polar
collection Directory of Open Access Journals: DOAJ Articles
op_collection_id ftdoajarticles
language English
topic Aerial photogrammetry
debris-covered glacier
DSM differencing
glacier mass balance
Himalaya
ice cliffs
point cloud differencing
structure from motion
UAS
Environmental sciences
GE1-350
Meteorology. Climatology
QC851-999
spellingShingle Aerial photogrammetry
debris-covered glacier
DSM differencing
glacier mass balance
Himalaya
ice cliffs
point cloud differencing
structure from motion
UAS
Environmental sciences
GE1-350
Meteorology. Climatology
QC851-999
Niti B. Mishra
Evan S. Miles
Gargi Chaudhuri
Kumar P. Mainali
Suraj Mal
Paras B. Singh
Babulal Tiruwa
Quantifying heterogeneous monsoonal melt on a debris-covered glacier in Nepal Himalaya using repeat uncrewed aerial system (UAS) photogrammetry
topic_facet Aerial photogrammetry
debris-covered glacier
DSM differencing
glacier mass balance
Himalaya
ice cliffs
point cloud differencing
structure from motion
UAS
Environmental sciences
GE1-350
Meteorology. Climatology
QC851-999
description The ablation zones of debris-covered glaciers in Himalaya exhibit heterogeneous processes and melt patterns. Although sub-debris melt is measured at ablation stakes, the high variability of debris thickness necessitates distributed melt measurements at the glacier scale. Focusing on Annapurna III Glacier, we used uncrewed aerial system (UAS) photogrammetry to estimate total volume loss and slope-perpendicular glacier melt between May and November 2019 using flow-corrected point clouds. Results indicated the average elevation change was −1.10 ± 0.19 m, while the mean melt was −0.87 m w.e., equating to a mean melt rate of −0.47 cm w.e. d−1. However, the spatial pattern was highly variable due to complex local processes necessitating future study over short intervals. The evaluation of specific areas showed the interplay of debris thickness variability, subseasonal debris redistribution, supraglacial channel reconfiguration and the imprint of relict ice cliffs in leading to contemporary melt rates. Ice cliffs had higher melt distances (mean −3.9 ± 0.19 m) compared to non-cliff areas (mean −0.75 ± 0.19 m) and were the predominant control on the spatial patterns of seasonal melt rates. Crucially, the definition of ice cliff areas from thinning data has a profound impact on derived melt rates and melt enhancement. Our study demonstrates the possibility and utility of deriving fully-distributed slope-perpendicular melt measurements.
format Article in Journal/Newspaper
author Niti B. Mishra
Evan S. Miles
Gargi Chaudhuri
Kumar P. Mainali
Suraj Mal
Paras B. Singh
Babulal Tiruwa
author_facet Niti B. Mishra
Evan S. Miles
Gargi Chaudhuri
Kumar P. Mainali
Suraj Mal
Paras B. Singh
Babulal Tiruwa
author_sort Niti B. Mishra
title Quantifying heterogeneous monsoonal melt on a debris-covered glacier in Nepal Himalaya using repeat uncrewed aerial system (UAS) photogrammetry
title_short Quantifying heterogeneous monsoonal melt on a debris-covered glacier in Nepal Himalaya using repeat uncrewed aerial system (UAS) photogrammetry
title_full Quantifying heterogeneous monsoonal melt on a debris-covered glacier in Nepal Himalaya using repeat uncrewed aerial system (UAS) photogrammetry
title_fullStr Quantifying heterogeneous monsoonal melt on a debris-covered glacier in Nepal Himalaya using repeat uncrewed aerial system (UAS) photogrammetry
title_full_unstemmed Quantifying heterogeneous monsoonal melt on a debris-covered glacier in Nepal Himalaya using repeat uncrewed aerial system (UAS) photogrammetry
title_sort quantifying heterogeneous monsoonal melt on a debris-covered glacier in nepal himalaya using repeat uncrewed aerial system (uas) photogrammetry
publisher Cambridge University Press
publishDate 2022
url https://doi.org/10.1017/jog.2021.96
https://doaj.org/article/8ec0fc8e58cb469b93c7b9c27a6fcd73
genre Journal of Glaciology
genre_facet Journal of Glaciology
op_source Journal of Glaciology, Vol 68, Pp 288-304 (2022)
op_relation https://www.cambridge.org/core/product/identifier/S0022143021000964/type/journal_article
https://doaj.org/toc/0022-1430
https://doaj.org/toc/1727-5652
doi:10.1017/jog.2021.96
0022-1430
1727-5652
https://doaj.org/article/8ec0fc8e58cb469b93c7b9c27a6fcd73
op_doi https://doi.org/10.1017/jog.2021.96
container_title Journal of Glaciology
container_volume 68
container_issue 268
container_start_page 288
op_container_end_page 304
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