Long-Term and Inter-annual Mass Changes in the Iceland Ice Cap Determined From GRACE Gravity Using Slepian Functions

The Gravity Recovery and Climate Experiment (GRACE) satellites have measured anomalies in the Earth's time-variable gravity field since 2002, allowing for the measurement of the melting of glaciers due to climate change. Many techniques used with GRACE data have difficulty constraining mass cha...

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Published in:Frontiers in Earth Science
Main Authors: von Hippel, Max, Harig, Christopher
Other Authors: Univ Arizona, Dept Math, Univ Arizona, Dept Geosci
Format: Article in Journal/Newspaper
Language:English
Published: Frontiers Media SA 2019
Subjects:
ice
Online Access:http://hdl.handle.net/10150/633691
https://doi.org/10.3389/feart.2019.00171
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record_format openpolar
spelling ftunivarizona:oai:repository.arizona.edu:10150/633691 2023-05-15T16:29:39+02:00 Long-Term and Inter-annual Mass Changes in the Iceland Ice Cap Determined From GRACE Gravity Using Slepian Functions von Hippel, Max Harig, Christopher Univ Arizona, Dept Math Univ Arizona, Dept Geosci 2019-07-04 http://hdl.handle.net/10150/633691 https://doi.org/10.3389/feart.2019.00171 en eng Frontiers Media SA von Hippel, M., & Harig, C. (2019). Long-term and inter-annual mass changes in the Iceland ice cap determined from GRACE gravity using Slepian functions. Frontiers in Earth Science, 7, 171. 2296-6463 doi:10.3389/feart.2019.00171 http://hdl.handle.net/10150/633691 FRONTIERS IN EARTH SCIENCE Copyright © 2019 von Hippel and Harig. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. CC-BY 7 GRACE Slepian Iceland mass loss ice gravity optimization Article 2019 ftunivarizona https://doi.org/10.3389/feart.2019.00171 2020-06-14T08:17:43Z The Gravity Recovery and Climate Experiment (GRACE) satellites have measured anomalies in the Earth's time-variable gravity field since 2002, allowing for the measurement of the melting of glaciers due to climate change. Many techniques used with GRACE data have difficulty constraining mass change in small regions, such as Iceland, often requiring broad averaging functions in order to capture trends. These techniques also capture data from nearby regions, causing signal leakage. Alternatively, Slepian functions may solve this problem by optimally concentrating data both in the spatial domain (e.g., Iceland) and spectral domain (i.e., the bandwidth of the data). We use synthetic experiments to show that Slepian functions can capture trends over Iceland without meaningful leakage and influence from ice changes in Greenland. We estimate a mass change over Iceland from GRACE data of approximately -9.3 ± 1.0 Gt/yr between March 2002 and November 2016, with an acceleration of 1.1 ± 0.5 Gt/yr2. NASA Space Grant Internship at the University of Arizona; TRIFF-WEES program at the University of Arizona Open access journal This item from the UA Faculty Publications collection is made available by the University of Arizona with support from the University of Arizona Libraries. If you have questions, please contact us at repository@u.library.arizona.edu. Article in Journal/Newspaper Greenland Ice cap Iceland The University of Arizona: UA Campus Repository Greenland Frontiers in Earth Science 7
institution Open Polar
collection The University of Arizona: UA Campus Repository
op_collection_id ftunivarizona
language English
topic GRACE
Slepian
Iceland
mass loss
ice
gravity
optimization
spellingShingle GRACE
Slepian
Iceland
mass loss
ice
gravity
optimization
von Hippel, Max
Harig, Christopher
Long-Term and Inter-annual Mass Changes in the Iceland Ice Cap Determined From GRACE Gravity Using Slepian Functions
topic_facet GRACE
Slepian
Iceland
mass loss
ice
gravity
optimization
description The Gravity Recovery and Climate Experiment (GRACE) satellites have measured anomalies in the Earth's time-variable gravity field since 2002, allowing for the measurement of the melting of glaciers due to climate change. Many techniques used with GRACE data have difficulty constraining mass change in small regions, such as Iceland, often requiring broad averaging functions in order to capture trends. These techniques also capture data from nearby regions, causing signal leakage. Alternatively, Slepian functions may solve this problem by optimally concentrating data both in the spatial domain (e.g., Iceland) and spectral domain (i.e., the bandwidth of the data). We use synthetic experiments to show that Slepian functions can capture trends over Iceland without meaningful leakage and influence from ice changes in Greenland. We estimate a mass change over Iceland from GRACE data of approximately -9.3 ± 1.0 Gt/yr between March 2002 and November 2016, with an acceleration of 1.1 ± 0.5 Gt/yr2. NASA Space Grant Internship at the University of Arizona; TRIFF-WEES program at the University of Arizona Open access journal This item from the UA Faculty Publications collection is made available by the University of Arizona with support from the University of Arizona Libraries. If you have questions, please contact us at repository@u.library.arizona.edu.
author2 Univ Arizona, Dept Math
Univ Arizona, Dept Geosci
format Article in Journal/Newspaper
author von Hippel, Max
Harig, Christopher
author_facet von Hippel, Max
Harig, Christopher
author_sort von Hippel, Max
title Long-Term and Inter-annual Mass Changes in the Iceland Ice Cap Determined From GRACE Gravity Using Slepian Functions
title_short Long-Term and Inter-annual Mass Changes in the Iceland Ice Cap Determined From GRACE Gravity Using Slepian Functions
title_full Long-Term and Inter-annual Mass Changes in the Iceland Ice Cap Determined From GRACE Gravity Using Slepian Functions
title_fullStr Long-Term and Inter-annual Mass Changes in the Iceland Ice Cap Determined From GRACE Gravity Using Slepian Functions
title_full_unstemmed Long-Term and Inter-annual Mass Changes in the Iceland Ice Cap Determined From GRACE Gravity Using Slepian Functions
title_sort long-term and inter-annual mass changes in the iceland ice cap determined from grace gravity using slepian functions
publisher Frontiers Media SA
publishDate 2019
url http://hdl.handle.net/10150/633691
https://doi.org/10.3389/feart.2019.00171
geographic Greenland
geographic_facet Greenland
genre Greenland
Ice cap
Iceland
genre_facet Greenland
Ice cap
Iceland
op_source 7
op_relation von Hippel, M., & Harig, C. (2019). Long-term and inter-annual mass changes in the Iceland ice cap determined from GRACE gravity using Slepian functions. Frontiers in Earth Science, 7, 171.
2296-6463
doi:10.3389/feart.2019.00171
http://hdl.handle.net/10150/633691
FRONTIERS IN EARTH SCIENCE
op_rights Copyright © 2019 von Hippel and Harig. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
op_rightsnorm CC-BY
op_doi https://doi.org/10.3389/feart.2019.00171
container_title Frontiers in Earth Science
container_volume 7
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