Data supporting "Seasonal flow types of glaciers in Sermilik Fjord, Greenland, over 2016-2021"

Greenland glaciers have three primary seasonal ice flow patterns, or “types:” terminus driven, runoff driven, and runoff adapting. To date, glacier types have been identified by analyzing flow at a single location near the terminus; information at all other locations is discarded. Here, we use princ...

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Main Author: Poinar, Kristin
Format: Dataset
Language:English
Published: 2022
Subjects:
Online Access:http://hdl.handle.net/10477/84288
id ftunivbuffalo:oai:ubir.buffalo.edu:10477/84288
record_format openpolar
spelling ftunivbuffalo:oai:ubir.buffalo.edu:10477/84288 2023-07-23T04:19:21+02:00 Data supporting "Seasonal flow types of glaciers in Sermilik Fjord, Greenland, over 2016-2021" Poinar, Kristin 2022-08-26 application/mat http://hdl.handle.net/10477/84288 eng eng Poinar, K. (2022, September 8). Seasonal flow types of glaciers in Sermilik Fjord, Greenland, over 2016–2021 [preprint]. Earth ArXiv. https://doi.org/10.31223/X5R93G http://hdl.handle.net/10477/84288 glaciology Greenland remote sensing Dataset 2022 ftunivbuffalo https://doi.org/10.31223/X5R93G 2023-07-02T16:27:08Z Greenland glaciers have three primary seasonal ice flow patterns, or “types:” terminus driven, runoff driven, and runoff adapting. To date, glacier types have been identified by analyzing flow at a single location near the terminus; information at all other locations is discarded. Here, we use principal component (PC) / empirical orthogonal function (EOF) analysis to decompose multi-year time series of glacier speed, combined from three satellite-derived products at four glaciers feeding Sermilik Fjord, Greenland. This improves on single-point methods by yielding temporal patterns (PCs), which allow identification of glacier type, and associated spatial patterns (EOFs), which ensure the result reflects data at all locations on the glacier. We find that the leading mode is uniformly signed over the entire glacier domain, that this mode explains the majority of the variance in speed, and therefore that glacier type can be inferred from the leading PC. We find that Helheim Glacier was terminus-driven, Fenris Glacier and Midgard Glacier were runoff-adapting, and Pourquoi-Pas Glacier was runoff-driven over 2016-2021. Our classification agrees with previous work for Helheim and Midgard Glaciers, but differs at the other two. At all but Fenris Glacier, the leading PC correlates significantly with the speed pattern observed at the single point used in previous analyses. Thus, Fenris Glacier has more complex flow patterns than single-point analysis can capture, and wider spatial analysis techniques such as EOF/PC are required. We suggest that, due to its low computational cost and inclusion in standard analysis packages, EOF/PC analysis should be used for assessing glacier type. Heising-Simons Foundation Dataset glacier Greenland Sermilik UBIR Repository (University at Buffalo Institutional Repository) Greenland Midgard ENVELOPE(7.702,7.702,62.526,62.526) Pourquoi Pas ENVELOPE(135.783,135.783,-66.083,-66.083) Pourquoi Pas Glacier ENVELOPE(135.917,135.917,-66.250,-66.250) Pourquoi Pas? Glacier ENVELOPE(135.917,135.917,-66.250,-66.250) Pourquoi-Pas ENVELOPE(-67.450,-67.450,-67.700,-67.700) Pourquoi-Pas? ENVELOPE(135.750,135.750,-66.200,-66.200) Pourquoi-Pas? Glacier ENVELOPE(135.750,135.750,-66.200,-66.200)
institution Open Polar
collection UBIR Repository (University at Buffalo Institutional Repository)
op_collection_id ftunivbuffalo
language English
topic glaciology
Greenland
remote sensing
spellingShingle glaciology
Greenland
remote sensing
Poinar, Kristin
Data supporting "Seasonal flow types of glaciers in Sermilik Fjord, Greenland, over 2016-2021"
topic_facet glaciology
Greenland
remote sensing
description Greenland glaciers have three primary seasonal ice flow patterns, or “types:” terminus driven, runoff driven, and runoff adapting. To date, glacier types have been identified by analyzing flow at a single location near the terminus; information at all other locations is discarded. Here, we use principal component (PC) / empirical orthogonal function (EOF) analysis to decompose multi-year time series of glacier speed, combined from three satellite-derived products at four glaciers feeding Sermilik Fjord, Greenland. This improves on single-point methods by yielding temporal patterns (PCs), which allow identification of glacier type, and associated spatial patterns (EOFs), which ensure the result reflects data at all locations on the glacier. We find that the leading mode is uniformly signed over the entire glacier domain, that this mode explains the majority of the variance in speed, and therefore that glacier type can be inferred from the leading PC. We find that Helheim Glacier was terminus-driven, Fenris Glacier and Midgard Glacier were runoff-adapting, and Pourquoi-Pas Glacier was runoff-driven over 2016-2021. Our classification agrees with previous work for Helheim and Midgard Glaciers, but differs at the other two. At all but Fenris Glacier, the leading PC correlates significantly with the speed pattern observed at the single point used in previous analyses. Thus, Fenris Glacier has more complex flow patterns than single-point analysis can capture, and wider spatial analysis techniques such as EOF/PC are required. We suggest that, due to its low computational cost and inclusion in standard analysis packages, EOF/PC analysis should be used for assessing glacier type. Heising-Simons Foundation
format Dataset
author Poinar, Kristin
author_facet Poinar, Kristin
author_sort Poinar, Kristin
title Data supporting "Seasonal flow types of glaciers in Sermilik Fjord, Greenland, over 2016-2021"
title_short Data supporting "Seasonal flow types of glaciers in Sermilik Fjord, Greenland, over 2016-2021"
title_full Data supporting "Seasonal flow types of glaciers in Sermilik Fjord, Greenland, over 2016-2021"
title_fullStr Data supporting "Seasonal flow types of glaciers in Sermilik Fjord, Greenland, over 2016-2021"
title_full_unstemmed Data supporting "Seasonal flow types of glaciers in Sermilik Fjord, Greenland, over 2016-2021"
title_sort data supporting "seasonal flow types of glaciers in sermilik fjord, greenland, over 2016-2021"
publishDate 2022
url http://hdl.handle.net/10477/84288
long_lat ENVELOPE(7.702,7.702,62.526,62.526)
ENVELOPE(135.783,135.783,-66.083,-66.083)
ENVELOPE(135.917,135.917,-66.250,-66.250)
ENVELOPE(135.917,135.917,-66.250,-66.250)
ENVELOPE(-67.450,-67.450,-67.700,-67.700)
ENVELOPE(135.750,135.750,-66.200,-66.200)
ENVELOPE(135.750,135.750,-66.200,-66.200)
geographic Greenland
Midgard
Pourquoi Pas
Pourquoi Pas Glacier
Pourquoi Pas? Glacier
Pourquoi-Pas
Pourquoi-Pas?
Pourquoi-Pas? Glacier
geographic_facet Greenland
Midgard
Pourquoi Pas
Pourquoi Pas Glacier
Pourquoi Pas? Glacier
Pourquoi-Pas
Pourquoi-Pas?
Pourquoi-Pas? Glacier
genre glacier
Greenland
Sermilik
genre_facet glacier
Greenland
Sermilik
op_relation Poinar, K. (2022, September 8). Seasonal flow types of glaciers in Sermilik Fjord, Greenland, over 2016–2021 [preprint]. Earth ArXiv.
https://doi.org/10.31223/X5R93G
http://hdl.handle.net/10477/84288
op_doi https://doi.org/10.31223/X5R93G
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