Long-Term Temporal Scales of Hydrosphere Changes Observed by GPS Over Europe: A Comparison With GRACE and ENSO

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  • Military University of Technology Warsaw
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OriginalspracheEnglisch
Aufsatznummer1500605
Seiten (von - bis)1-5
Seitenumfang5
FachzeitschriftIEEE Geoscience and Remote Sensing Letters
Jahrgang21
Frühes Online-Datum21 Dez. 2023
PublikationsstatusVeröffentlicht - 2024

Abstract

Hydrogeodesy can benefit greatly from the use of Global Positioning System (GPS) displacements to analyse local changes in the hydrosphere, which the commonly used Gravity Recovery and Climate Experiment (GRACE) mission is unable to provide due to coarse spatial resolution. Hydrosphere changes recorded by GPS are unfortunately hidden among the other signals to which the system is also sensitive so that the sensitivity of GPS to changes in the hydrosphere on temporal-scales from pluri-annual to decadal is questionable. We focus on hydrosphere signatures present on these long-term temporal-scales as observed by GPS through the vertical displacement time series (DTS) of 122 permanent stations over Europe and compare them to the DTS derived from GRACE for GPS locations. Our methodology is based on the weighted Savitzky-Golay (S-G) filter, an underestimated filter in the field of geodetic time series analysis. We show that the correspondence between GPS and GRACE on long-term temporal-scales is generally strong, but decreases for coastal regions and regions where the coarse gridding of GRACE does not capture local hydrosphere effects. Further, the negative correlation with El Niño Southern Oscillations (ENSO) is confirmed for Europe.

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Long-Term Temporal Scales of Hydrosphere Changes Observed by GPS Over Europe: A Comparison With GRACE and ENSO. / Kermarrec, Gaël; Klos, Anna; Lenczuk, Artur et al.
in: IEEE Geoscience and Remote Sensing Letters, Jahrgang 21, 1500605 , 2024, S. 1-5.

Publikation: Beitrag in FachzeitschriftArtikelForschungPeer-Review

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abstract = "Hydrogeodesy can benefit greatly from the use of Global Positioning System (GPS) displacements to analyse local changes in the hydrosphere, which the commonly used Gravity Recovery and Climate Experiment (GRACE) mission is unable to provide due to coarse spatial resolution. Hydrosphere changes recorded by GPS are unfortunately hidden among the other signals to which the system is also sensitive so that the sensitivity of GPS to changes in the hydrosphere on temporal-scales from pluri-annual to decadal is questionable. We focus on hydrosphere signatures present on these long-term temporal-scales as observed by GPS through the vertical displacement time series (DTS) of 122 permanent stations over Europe and compare them to the DTS derived from GRACE for GPS locations. Our methodology is based on the weighted Savitzky-Golay (S-G) filter, an underestimated filter in the field of geodetic time series analysis. We show that the correspondence between GPS and GRACE on long-term temporal-scales is generally strong, but decreases for coastal regions and regions where the coarse gridding of GRACE does not capture local hydrosphere effects. Further, the negative correlation with El Ni{\~n}o Southern Oscillations (ENSO) is confirmed for Europe.",
keywords = "Aquatic ecosystems, ENSO, Europe, Finite impulse response filters, GPS, GRACE, Global Positioning System, Hydrogeodesy, Loading, Low-pass filters, Savitzky-Golay filter, Smoothing methods, hydrosphere mass loading, global positioning system (GPS), Gravity Recovery and Climate Experiment (GRACE), Savitzky-Golay (S-G) filter, hydrogeodesy, El Ni{\~A}±o Southern Oscillations (ENSO)",
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T1 - Long-Term Temporal Scales of Hydrosphere Changes Observed by GPS Over Europe

T2 - A Comparison With GRACE and ENSO

AU - Kermarrec, Gaël

AU - Klos, Anna

AU - Lenczuk, Artur

AU - Bogusz, Janusz

N1 - Publisher Copyright: © 2023 IEEE.

PY - 2024

Y1 - 2024

N2 - Hydrogeodesy can benefit greatly from the use of Global Positioning System (GPS) displacements to analyse local changes in the hydrosphere, which the commonly used Gravity Recovery and Climate Experiment (GRACE) mission is unable to provide due to coarse spatial resolution. Hydrosphere changes recorded by GPS are unfortunately hidden among the other signals to which the system is also sensitive so that the sensitivity of GPS to changes in the hydrosphere on temporal-scales from pluri-annual to decadal is questionable. We focus on hydrosphere signatures present on these long-term temporal-scales as observed by GPS through the vertical displacement time series (DTS) of 122 permanent stations over Europe and compare them to the DTS derived from GRACE for GPS locations. Our methodology is based on the weighted Savitzky-Golay (S-G) filter, an underestimated filter in the field of geodetic time series analysis. We show that the correspondence between GPS and GRACE on long-term temporal-scales is generally strong, but decreases for coastal regions and regions where the coarse gridding of GRACE does not capture local hydrosphere effects. Further, the negative correlation with El Niño Southern Oscillations (ENSO) is confirmed for Europe.

AB - Hydrogeodesy can benefit greatly from the use of Global Positioning System (GPS) displacements to analyse local changes in the hydrosphere, which the commonly used Gravity Recovery and Climate Experiment (GRACE) mission is unable to provide due to coarse spatial resolution. Hydrosphere changes recorded by GPS are unfortunately hidden among the other signals to which the system is also sensitive so that the sensitivity of GPS to changes in the hydrosphere on temporal-scales from pluri-annual to decadal is questionable. We focus on hydrosphere signatures present on these long-term temporal-scales as observed by GPS through the vertical displacement time series (DTS) of 122 permanent stations over Europe and compare them to the DTS derived from GRACE for GPS locations. Our methodology is based on the weighted Savitzky-Golay (S-G) filter, an underestimated filter in the field of geodetic time series analysis. We show that the correspondence between GPS and GRACE on long-term temporal-scales is generally strong, but decreases for coastal regions and regions where the coarse gridding of GRACE does not capture local hydrosphere effects. Further, the negative correlation with El Niño Southern Oscillations (ENSO) is confirmed for Europe.

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KW - ENSO

KW - Europe

KW - Finite impulse response filters

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KW - Hydrogeodesy

KW - Loading

KW - Low-pass filters

KW - Savitzky-Golay filter

KW - Smoothing methods

KW - hydrosphere mass loading

KW - global positioning system (GPS)

KW - Gravity Recovery and Climate Experiment (GRACE)

KW - Savitzky-Golay (S-G) filter

KW - hydrogeodesy

KW - El Niño Southern Oscillations (ENSO)

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U2 - 10.1109/LGRS.2023.3345540

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VL - 21

SP - 1

EP - 5

JO - IEEE Geoscience and Remote Sensing Letters

JF - IEEE Geoscience and Remote Sensing Letters

SN - 1545-598X

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ER -

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