57-Year Ice Velocity Dynamics in Byrd Glacier Based on Multisource Remote Sensing Data
Long time-series glacier ice velocity reflects the local climate changes and can be used to estimate mass balance (MB) changes, which is a critical parameter for understanding of glacier–climate interactions and prediction of sea level rise. However, due to the difficulty in image matchin...
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ftdoajarticles:oai:doaj.org/article:4a36d6c88724423093859bea04ef83ae 2023-05-15T15:47:38+02:00 57-Year Ice Velocity Dynamics in Byrd Glacier Based on Multisource Remote Sensing Data Xiaohan Yuan Gang Qiao Yanjun Li 2023-01-01T00:00:00Z https://doi.org/10.1109/JSTARS.2023.3250759 https://doaj.org/article/4a36d6c88724423093859bea04ef83ae EN eng IEEE https://ieeexplore.ieee.org/document/10056845/ https://doaj.org/toc/2151-1535 2151-1535 doi:10.1109/JSTARS.2023.3250759 https://doaj.org/article/4a36d6c88724423093859bea04ef83ae IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol 16, Pp 2711-2727 (2023) Byrd Glacier ice velocity IMCORR long time-series mass change Ocean engineering TC1501-1800 Geophysics. Cosmic physics QC801-809 article 2023 ftdoajarticles https://doi.org/10.1109/JSTARS.2023.3250759 2023-03-26T01:30:22Z Long time-series glacier ice velocity reflects the local climate changes and can be used to estimate mass balance (MB) changes, which is a critical parameter for understanding of glacier–climate interactions and prediction of sea level rise. However, due to the difficulty in image matching caused by the poor quality of historical satellite images, there was insufficient glacier ice velocity data before 1999. Here, we proposed a multiple-constraint dense image matching approach for mapping historical ice velocity based on the early poor-quality images from ARGON, Landsat-1, and Landsat-4/5. We successfully applied this method to Byrd Glacier to generate its historical ice velocity maps from 1963 to 1999. Additionally, ice velocity maps of Byrd Glacier from 2000 to 2014 were generated by IMCORR software using Landsat-7 and Landsat-8 images. Combining with the ice velocity maps from the Global Land Ice Velocity Extraction from Landsat-8 dataset since 2014, we obtained the ice velocity of Byrd Glacier for 57 years. Our results showed that the glacier experienced slight fluctuations in ice velocity, which may not be due to the calving events in the studied portion of the Ross Ice Shelf or the air temperature changes, but by the activity of subglacial drainage systems. Furthermore, Byrd Glacier showed a positive MB (average rate of 2.6 ± 2.0 Gt/year) from 1963 to 2020, indicating that global climate change may have a limited impact on it. Article in Journal/Newspaper Byrd Glacier Ice Shelf Ross Ice Shelf Directory of Open Access Journals: DOAJ Articles Ross Ice Shelf Byrd Byrd Glacier ENVELOPE(160.333,160.333,-80.250,-80.250) IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 16 2711 2727 |
institution |
Open Polar |
collection |
Directory of Open Access Journals: DOAJ Articles |
op_collection_id |
ftdoajarticles |
language |
English |
topic |
Byrd Glacier ice velocity IMCORR long time-series mass change Ocean engineering TC1501-1800 Geophysics. Cosmic physics QC801-809 |
spellingShingle |
Byrd Glacier ice velocity IMCORR long time-series mass change Ocean engineering TC1501-1800 Geophysics. Cosmic physics QC801-809 Xiaohan Yuan Gang Qiao Yanjun Li 57-Year Ice Velocity Dynamics in Byrd Glacier Based on Multisource Remote Sensing Data |
topic_facet |
Byrd Glacier ice velocity IMCORR long time-series mass change Ocean engineering TC1501-1800 Geophysics. Cosmic physics QC801-809 |
description |
Long time-series glacier ice velocity reflects the local climate changes and can be used to estimate mass balance (MB) changes, which is a critical parameter for understanding of glacier–climate interactions and prediction of sea level rise. However, due to the difficulty in image matching caused by the poor quality of historical satellite images, there was insufficient glacier ice velocity data before 1999. Here, we proposed a multiple-constraint dense image matching approach for mapping historical ice velocity based on the early poor-quality images from ARGON, Landsat-1, and Landsat-4/5. We successfully applied this method to Byrd Glacier to generate its historical ice velocity maps from 1963 to 1999. Additionally, ice velocity maps of Byrd Glacier from 2000 to 2014 were generated by IMCORR software using Landsat-7 and Landsat-8 images. Combining with the ice velocity maps from the Global Land Ice Velocity Extraction from Landsat-8 dataset since 2014, we obtained the ice velocity of Byrd Glacier for 57 years. Our results showed that the glacier experienced slight fluctuations in ice velocity, which may not be due to the calving events in the studied portion of the Ross Ice Shelf or the air temperature changes, but by the activity of subglacial drainage systems. Furthermore, Byrd Glacier showed a positive MB (average rate of 2.6 ± 2.0 Gt/year) from 1963 to 2020, indicating that global climate change may have a limited impact on it. |
format |
Article in Journal/Newspaper |
author |
Xiaohan Yuan Gang Qiao Yanjun Li |
author_facet |
Xiaohan Yuan Gang Qiao Yanjun Li |
author_sort |
Xiaohan Yuan |
title |
57-Year Ice Velocity Dynamics in Byrd Glacier Based on Multisource Remote Sensing Data |
title_short |
57-Year Ice Velocity Dynamics in Byrd Glacier Based on Multisource Remote Sensing Data |
title_full |
57-Year Ice Velocity Dynamics in Byrd Glacier Based on Multisource Remote Sensing Data |
title_fullStr |
57-Year Ice Velocity Dynamics in Byrd Glacier Based on Multisource Remote Sensing Data |
title_full_unstemmed |
57-Year Ice Velocity Dynamics in Byrd Glacier Based on Multisource Remote Sensing Data |
title_sort |
57-year ice velocity dynamics in byrd glacier based on multisource remote sensing data |
publisher |
IEEE |
publishDate |
2023 |
url |
https://doi.org/10.1109/JSTARS.2023.3250759 https://doaj.org/article/4a36d6c88724423093859bea04ef83ae |
long_lat |
ENVELOPE(160.333,160.333,-80.250,-80.250) |
geographic |
Ross Ice Shelf Byrd Byrd Glacier |
geographic_facet |
Ross Ice Shelf Byrd Byrd Glacier |
genre |
Byrd Glacier Ice Shelf Ross Ice Shelf |
genre_facet |
Byrd Glacier Ice Shelf Ross Ice Shelf |
op_source |
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol 16, Pp 2711-2727 (2023) |
op_relation |
https://ieeexplore.ieee.org/document/10056845/ https://doaj.org/toc/2151-1535 2151-1535 doi:10.1109/JSTARS.2023.3250759 https://doaj.org/article/4a36d6c88724423093859bea04ef83ae |
op_doi |
https://doi.org/10.1109/JSTARS.2023.3250759 |
container_title |
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing |
container_volume |
16 |
container_start_page |
2711 |
op_container_end_page |
2727 |
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1766382554252836864 |