Image_1_Long-Term and Inter-annual Mass Changes in the Iceland Ice Cap Determined From GRACE Gravity Using Slepian Functions.JPEG

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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Main Authors: Max von Hippel, Christopher Harig
Format: Still Image
Language:unknown
Published: 2019
Subjects:
ice
Online Access:https://doi.org/10.3389/feart.2019.00171.s001
https://figshare.com/articles/Image_1_Long-Term_and_Inter-annual_Mass_Changes_in_the_Iceland_Ice_Cap_Determined_From_GRACE_Gravity_Using_Slepian_Functions_JPEG/8660846
id ftfrontimediafig:oai:figshare.com:article/8660846
record_format openpolar
spelling ftfrontimediafig:oai:figshare.com:article/8660846 2023-05-15T16:29:34+02:00 Image_1_Long-Term and Inter-annual Mass Changes in the Iceland Ice Cap Determined From GRACE Gravity Using Slepian Functions.JPEG Max von Hippel Christopher Harig 2019-07-04T08:00:33Z https://doi.org/10.3389/feart.2019.00171.s001 https://figshare.com/articles/Image_1_Long-Term_and_Inter-annual_Mass_Changes_in_the_Iceland_Ice_Cap_Determined_From_GRACE_Gravity_Using_Slepian_Functions_JPEG/8660846 unknown doi:10.3389/feart.2019.00171.s001 https://figshare.com/articles/Image_1_Long-Term_and_Inter-annual_Mass_Changes_in_the_Iceland_Ice_Cap_Determined_From_GRACE_Gravity_Using_Slepian_Functions_JPEG/8660846 CC BY 4.0 CC-BY Solid Earth Sciences Climate Science Atmospheric Sciences not elsewhere classified Exploration Geochemistry Inorganic Geochemistry Isotope Geochemistry Organic Geochemistry Geochemistry not elsewhere classified Igneous and Metamorphic Petrology Ore Deposit Petrology Palaeontology (incl. Palynology) Structural Geology Tectonics Volcanology Geology not elsewhere classified Seismology and Seismic Exploration Glaciology Hydrogeology Natural Hazards Quaternary Environments Earth Sciences not elsewhere classified Evolutionary Impacts of Climate Change GRACE Slepian Iceland mass loss ice gravity optimization Image Figure 2019 ftfrontimediafig https://doi.org/10.3389/feart.2019.00171.s001 2019-07-10T23:20:52Z 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/yr 2 . Still Image Greenland Ice cap Iceland Frontiers: Figshare Greenland
institution Open Polar
collection Frontiers: Figshare
op_collection_id ftfrontimediafig
language unknown
topic Solid Earth Sciences
Climate Science
Atmospheric Sciences not elsewhere classified
Exploration Geochemistry
Inorganic Geochemistry
Isotope Geochemistry
Organic Geochemistry
Geochemistry not elsewhere classified
Igneous and Metamorphic Petrology
Ore Deposit Petrology
Palaeontology (incl. Palynology)
Structural Geology
Tectonics
Volcanology
Geology not elsewhere classified
Seismology and Seismic Exploration
Glaciology
Hydrogeology
Natural Hazards
Quaternary Environments
Earth Sciences not elsewhere classified
Evolutionary Impacts of Climate Change
GRACE
Slepian
Iceland
mass loss
ice
gravity
optimization
spellingShingle Solid Earth Sciences
Climate Science
Atmospheric Sciences not elsewhere classified
Exploration Geochemistry
Inorganic Geochemistry
Isotope Geochemistry
Organic Geochemistry
Geochemistry not elsewhere classified
Igneous and Metamorphic Petrology
Ore Deposit Petrology
Palaeontology (incl. Palynology)
Structural Geology
Tectonics
Volcanology
Geology not elsewhere classified
Seismology and Seismic Exploration
Glaciology
Hydrogeology
Natural Hazards
Quaternary Environments
Earth Sciences not elsewhere classified
Evolutionary Impacts of Climate Change
GRACE
Slepian
Iceland
mass loss
ice
gravity
optimization
Max von Hippel
Christopher Harig
Image_1_Long-Term and Inter-annual Mass Changes in the Iceland Ice Cap Determined From GRACE Gravity Using Slepian Functions.JPEG
topic_facet Solid Earth Sciences
Climate Science
Atmospheric Sciences not elsewhere classified
Exploration Geochemistry
Inorganic Geochemistry
Isotope Geochemistry
Organic Geochemistry
Geochemistry not elsewhere classified
Igneous and Metamorphic Petrology
Ore Deposit Petrology
Palaeontology (incl. Palynology)
Structural Geology
Tectonics
Volcanology
Geology not elsewhere classified
Seismology and Seismic Exploration
Glaciology
Hydrogeology
Natural Hazards
Quaternary Environments
Earth Sciences not elsewhere classified
Evolutionary Impacts of Climate Change
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/yr 2 .
format Still Image
author Max von Hippel
Christopher Harig
author_facet Max von Hippel
Christopher Harig
author_sort Max von Hippel
title Image_1_Long-Term and Inter-annual Mass Changes in the Iceland Ice Cap Determined From GRACE Gravity Using Slepian Functions.JPEG
title_short Image_1_Long-Term and Inter-annual Mass Changes in the Iceland Ice Cap Determined From GRACE Gravity Using Slepian Functions.JPEG
title_full Image_1_Long-Term and Inter-annual Mass Changes in the Iceland Ice Cap Determined From GRACE Gravity Using Slepian Functions.JPEG
title_fullStr Image_1_Long-Term and Inter-annual Mass Changes in the Iceland Ice Cap Determined From GRACE Gravity Using Slepian Functions.JPEG
title_full_unstemmed Image_1_Long-Term and Inter-annual Mass Changes in the Iceland Ice Cap Determined From GRACE Gravity Using Slepian Functions.JPEG
title_sort image_1_long-term and inter-annual mass changes in the iceland ice cap determined from grace gravity using slepian functions.jpeg
publishDate 2019
url https://doi.org/10.3389/feart.2019.00171.s001
https://figshare.com/articles/Image_1_Long-Term_and_Inter-annual_Mass_Changes_in_the_Iceland_Ice_Cap_Determined_From_GRACE_Gravity_Using_Slepian_Functions_JPEG/8660846
geographic Greenland
geographic_facet Greenland
genre Greenland
Ice cap
Iceland
genre_facet Greenland
Ice cap
Iceland
op_relation doi:10.3389/feart.2019.00171.s001
https://figshare.com/articles/Image_1_Long-Term_and_Inter-annual_Mass_Changes_in_the_Iceland_Ice_Cap_Determined_From_GRACE_Gravity_Using_Slepian_Functions_JPEG/8660846
op_rights CC BY 4.0
op_rightsnorm CC-BY
op_doi https://doi.org/10.3389/feart.2019.00171.s001
_version_ 1766019271861731328