Variations in ice velocities of Pine Island Glacier Ice Shelf evaluated using multispectral image matching of Landsat time series data

Pine Island Glacier (PIG) in West Antarctica drains out to the Amundsen Sea through Pine Island Glacier Ice Shelf (PIGIS). As changes in ice velocities on PIGIS are strongly linked to changes in ice mass discharge from the West Antarctic Ice Sheet, it is very important to evaluate the spatiotemporal...

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Published in:Remote Sensing of Environment
Main Authors: Han, Hyangsun, Im, Jungho, Kim, Hyun-cheol
Format: Article in Journal/Newspaper
Language:unknown
Published: ELSEVIER SCIENCE INC 2016
Subjects:
Online Access:https://scholarworks.unist.ac.kr/handle/201301/20476
https://doi.org/10.1016/j.rse.2016.09.001
http://www.sciencedirect.com/science/article/pii/S0034425716303443
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spelling ftuisanist:oai:scholarworks.unist.ac.kr:201301/20476 2023-05-15T13:24:18+02:00 Variations in ice velocities of Pine Island Glacier Ice Shelf evaluated using multispectral image matching of Landsat time series data Han, Hyangsun Im, Jungho Kim, Hyun-cheol 2016-12 https://scholarworks.unist.ac.kr/handle/201301/20476 https://doi.org/10.1016/j.rse.2016.09.001 http://www.sciencedirect.com/science/article/pii/S0034425716303443 ?????? unknown ELSEVIER SCIENCE INC REMOTE SENSING OF ENVIRONMENT, v.186, pp.358 - 371 0034-4257 https://scholarworks.unist.ac.kr/handle/201301/20476 1204 26896 2-s2.0-84986592984 000396382500028 doi:10.1016/j.rse.2016.09.001 http://www.sciencedirect.com/science/article/pii/S0034425716303443 ARTICLE ART 2016 ftuisanist https://doi.org/10.1016/j.rse.2016.09.001 2022-05-15T05:27:39Z Pine Island Glacier (PIG) in West Antarctica drains out to the Amundsen Sea through Pine Island Glacier Ice Shelf (PIGIS). As changes in ice velocities on PIGIS are strongly linked to changes in ice mass discharge from the West Antarctic Ice Sheet, it is very important to evaluate the spatiotemporal variations in ice velocities on the ice shelf. This research estimated ice velocities of PIGIS from an ensemble of image matching of Landsat time series multispectral data obtained from 2000 to 2014. Orientation correlation was adopted for the image matching of blue, green, red, near infrared, panchromatic, and the first principal image of the Landsat multispectral data, from which the results were combined and averaged. The multispectral image matching proposed in this research produced similar to 35% more ice velocity vectors than the use of a single band (i.e., panchromatic band) image matching. The erroneous matches were filtered through simple but rigorous statistical evaluations. The ice velocity of PIGIS accelerated by similar to 55% during 2000-2010, and the acceleration of the image northing velocity component (similar to 13 km a(-1)) was higher than that of the image easting velocity component (similar to 0.8 km a-1). During 20102012, the ice velocity of PIGIS slowed down by similar to 10%. The ice velocity in 2014 increased by 5% from 2012, but was still lower than the peak values observed in 2010. The surface strain rate fields of PIGIS were derived from the ice velocity fields. The longitudinal ice compression was observed near the grounding line and the geographically northern part of the central ice shelf of PIGIS, while a fast-flowing band was observed near the southern margin of the ice shelf. The transverse strain rate showed that ice divergence in the hinge zone of the central ice shelf has increased since 2000. The width of the shear margins of the central ice shelf of PIGIS is similar to 25 km, which has been stable since 2000. close Article in Journal/Newspaper Amundsen Sea Antarc* Antarctic Antarctica Ice Sheet Ice Shelf Pine Island Pine Island Glacier West Antarctica ScholarWorks@UNIST (Ulsan National Institute of Science and Technology) Amundsen Sea Antarctic Pine Island Glacier ENVELOPE(-101.000,-101.000,-75.000,-75.000) West Antarctic Ice Sheet West Antarctica Remote Sensing of Environment 186 358 371
institution Open Polar
collection ScholarWorks@UNIST (Ulsan National Institute of Science and Technology)
op_collection_id ftuisanist
language unknown
description Pine Island Glacier (PIG) in West Antarctica drains out to the Amundsen Sea through Pine Island Glacier Ice Shelf (PIGIS). As changes in ice velocities on PIGIS are strongly linked to changes in ice mass discharge from the West Antarctic Ice Sheet, it is very important to evaluate the spatiotemporal variations in ice velocities on the ice shelf. This research estimated ice velocities of PIGIS from an ensemble of image matching of Landsat time series multispectral data obtained from 2000 to 2014. Orientation correlation was adopted for the image matching of blue, green, red, near infrared, panchromatic, and the first principal image of the Landsat multispectral data, from which the results were combined and averaged. The multispectral image matching proposed in this research produced similar to 35% more ice velocity vectors than the use of a single band (i.e., panchromatic band) image matching. The erroneous matches were filtered through simple but rigorous statistical evaluations. The ice velocity of PIGIS accelerated by similar to 55% during 2000-2010, and the acceleration of the image northing velocity component (similar to 13 km a(-1)) was higher than that of the image easting velocity component (similar to 0.8 km a-1). During 20102012, the ice velocity of PIGIS slowed down by similar to 10%. The ice velocity in 2014 increased by 5% from 2012, but was still lower than the peak values observed in 2010. The surface strain rate fields of PIGIS were derived from the ice velocity fields. The longitudinal ice compression was observed near the grounding line and the geographically northern part of the central ice shelf of PIGIS, while a fast-flowing band was observed near the southern margin of the ice shelf. The transverse strain rate showed that ice divergence in the hinge zone of the central ice shelf has increased since 2000. The width of the shear margins of the central ice shelf of PIGIS is similar to 25 km, which has been stable since 2000. close
format Article in Journal/Newspaper
author Han, Hyangsun
Im, Jungho
Kim, Hyun-cheol
spellingShingle Han, Hyangsun
Im, Jungho
Kim, Hyun-cheol
Variations in ice velocities of Pine Island Glacier Ice Shelf evaluated using multispectral image matching of Landsat time series data
author_facet Han, Hyangsun
Im, Jungho
Kim, Hyun-cheol
author_sort Han, Hyangsun
title Variations in ice velocities of Pine Island Glacier Ice Shelf evaluated using multispectral image matching of Landsat time series data
title_short Variations in ice velocities of Pine Island Glacier Ice Shelf evaluated using multispectral image matching of Landsat time series data
title_full Variations in ice velocities of Pine Island Glacier Ice Shelf evaluated using multispectral image matching of Landsat time series data
title_fullStr Variations in ice velocities of Pine Island Glacier Ice Shelf evaluated using multispectral image matching of Landsat time series data
title_full_unstemmed Variations in ice velocities of Pine Island Glacier Ice Shelf evaluated using multispectral image matching of Landsat time series data
title_sort variations in ice velocities of pine island glacier ice shelf evaluated using multispectral image matching of landsat time series data
publisher ELSEVIER SCIENCE INC
publishDate 2016
url https://scholarworks.unist.ac.kr/handle/201301/20476
https://doi.org/10.1016/j.rse.2016.09.001
http://www.sciencedirect.com/science/article/pii/S0034425716303443
long_lat ENVELOPE(-101.000,-101.000,-75.000,-75.000)
geographic Amundsen Sea
Antarctic
Pine Island Glacier
West Antarctic Ice Sheet
West Antarctica
geographic_facet Amundsen Sea
Antarctic
Pine Island Glacier
West Antarctic Ice Sheet
West Antarctica
genre Amundsen Sea
Antarc*
Antarctic
Antarctica
Ice Sheet
Ice Shelf
Pine Island
Pine Island Glacier
West Antarctica
genre_facet Amundsen Sea
Antarc*
Antarctic
Antarctica
Ice Sheet
Ice Shelf
Pine Island
Pine Island Glacier
West Antarctica
op_relation REMOTE SENSING OF ENVIRONMENT, v.186, pp.358 - 371
0034-4257
https://scholarworks.unist.ac.kr/handle/201301/20476
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2-s2.0-84986592984
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doi:10.1016/j.rse.2016.09.001
http://www.sciencedirect.com/science/article/pii/S0034425716303443
op_doi https://doi.org/10.1016/j.rse.2016.09.001
container_title Remote Sensing of Environment
container_volume 186
container_start_page 358
op_container_end_page 371
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