An integrated Structure-from-Motion and time-lapse technique for quantifying ice-margin dynamics

ABSTRACT Fine resolution topographic data derived from methods such as Structure from Motion (SfM) and Multi-View Stereo (MVS) have the potential to provide detailed observations of geomorphological change, but have thus far been limited by the logistical constraints of conducting repeat surveys in...

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Published in:Journal of Glaciology
Main Authors: MALLALIEU, JOSEPH, CARRIVICK, JONATHAN L., QUINCEY, DUNCAN J., SMITH, MARK W., JAMES, WILLIAM H.M.
Format: Article in Journal/Newspaper
Language:English
Published: Cambridge University Press (CUP) 2017
Subjects:
Online Access:http://dx.doi.org/10.1017/jog.2017.48
https://www.cambridge.org/core/services/aop-cambridge-core/content/view/S002214301700048X
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spelling crcambridgeupr:10.1017/jog.2017.48 2024-10-20T14:09:10+00:00 An integrated Structure-from-Motion and time-lapse technique for quantifying ice-margin dynamics MALLALIEU, JOSEPH CARRIVICK, JONATHAN L. QUINCEY, DUNCAN J. SMITH, MARK W. JAMES, WILLIAM H.M. 2017 http://dx.doi.org/10.1017/jog.2017.48 https://www.cambridge.org/core/services/aop-cambridge-core/content/view/S002214301700048X en eng Cambridge University Press (CUP) http://creativecommons.org/licenses/by/4.0/ Journal of Glaciology volume 63, issue 242, page 937-949 ISSN 0022-1430 1727-5652 journal-article 2017 crcambridgeupr https://doi.org/10.1017/jog.2017.48 2024-09-25T04:02:23Z ABSTRACT Fine resolution topographic data derived from methods such as Structure from Motion (SfM) and Multi-View Stereo (MVS) have the potential to provide detailed observations of geomorphological change, but have thus far been limited by the logistical constraints of conducting repeat surveys in the field. Here, we present the results from an automated time-lapse camera array, deployed around an ice-marginal lake on the western margin of the Greenland ice sheet. Fifteen cameras acquired imagery three-times per day over a 426 day period, yielding a dataset of ~19 000 images. From these data we derived 18 point clouds of the ice-margin across a range of seasons and successfully identified calving events (ranging from 234 to 1475 m 2 in area and 815–8725 m 3 in volume) induced by ice cliff undercutting at the waterline and the collapse of spalling flakes. Low ambient light levels, locally reflective surfaces and the large survey range hindered analysis of smaller scale ice-margin dynamics. Nevertheless, this study demonstrates that an integrated SfM-MVS and time-lapse approach can be employed to generate long-term 3-D topographic datasets and thus quantify ice-margin dynamics at a fine spatio-temporal scale. This approach provides a template for future studies of geomorphological change. Article in Journal/Newspaper Greenland Ice Sheet Journal of Glaciology Cambridge University Press Greenland Marginal Lake ENVELOPE(163.500,163.500,-74.600,-74.600) Journal of Glaciology 63 242 937 949
institution Open Polar
collection Cambridge University Press
op_collection_id crcambridgeupr
language English
description ABSTRACT Fine resolution topographic data derived from methods such as Structure from Motion (SfM) and Multi-View Stereo (MVS) have the potential to provide detailed observations of geomorphological change, but have thus far been limited by the logistical constraints of conducting repeat surveys in the field. Here, we present the results from an automated time-lapse camera array, deployed around an ice-marginal lake on the western margin of the Greenland ice sheet. Fifteen cameras acquired imagery three-times per day over a 426 day period, yielding a dataset of ~19 000 images. From these data we derived 18 point clouds of the ice-margin across a range of seasons and successfully identified calving events (ranging from 234 to 1475 m 2 in area and 815–8725 m 3 in volume) induced by ice cliff undercutting at the waterline and the collapse of spalling flakes. Low ambient light levels, locally reflective surfaces and the large survey range hindered analysis of smaller scale ice-margin dynamics. Nevertheless, this study demonstrates that an integrated SfM-MVS and time-lapse approach can be employed to generate long-term 3-D topographic datasets and thus quantify ice-margin dynamics at a fine spatio-temporal scale. This approach provides a template for future studies of geomorphological change.
format Article in Journal/Newspaper
author MALLALIEU, JOSEPH
CARRIVICK, JONATHAN L.
QUINCEY, DUNCAN J.
SMITH, MARK W.
JAMES, WILLIAM H.M.
spellingShingle MALLALIEU, JOSEPH
CARRIVICK, JONATHAN L.
QUINCEY, DUNCAN J.
SMITH, MARK W.
JAMES, WILLIAM H.M.
An integrated Structure-from-Motion and time-lapse technique for quantifying ice-margin dynamics
author_facet MALLALIEU, JOSEPH
CARRIVICK, JONATHAN L.
QUINCEY, DUNCAN J.
SMITH, MARK W.
JAMES, WILLIAM H.M.
author_sort MALLALIEU, JOSEPH
title An integrated Structure-from-Motion and time-lapse technique for quantifying ice-margin dynamics
title_short An integrated Structure-from-Motion and time-lapse technique for quantifying ice-margin dynamics
title_full An integrated Structure-from-Motion and time-lapse technique for quantifying ice-margin dynamics
title_fullStr An integrated Structure-from-Motion and time-lapse technique for quantifying ice-margin dynamics
title_full_unstemmed An integrated Structure-from-Motion and time-lapse technique for quantifying ice-margin dynamics
title_sort integrated structure-from-motion and time-lapse technique for quantifying ice-margin dynamics
publisher Cambridge University Press (CUP)
publishDate 2017
url http://dx.doi.org/10.1017/jog.2017.48
https://www.cambridge.org/core/services/aop-cambridge-core/content/view/S002214301700048X
long_lat ENVELOPE(163.500,163.500,-74.600,-74.600)
geographic Greenland
Marginal Lake
geographic_facet Greenland
Marginal Lake
genre Greenland
Ice Sheet
Journal of Glaciology
genre_facet Greenland
Ice Sheet
Journal of Glaciology
op_source Journal of Glaciology
volume 63, issue 242, page 937-949
ISSN 0022-1430 1727-5652
op_rights http://creativecommons.org/licenses/by/4.0/
op_doi https://doi.org/10.1017/jog.2017.48
container_title Journal of Glaciology
container_volume 63
container_issue 242
container_start_page 937
op_container_end_page 949
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