Optimal Strategy of a GPS Position Time Series Analysis for Post-Glacial Rebound Investigation in Europe

We describe a comprehensive analysis of the 469 European Global Positioning System (GPS) vertical position time series. The assumptions we present should be employed to perform the post-glacial rebound (PGR)-oriented comparison. We prove that the proper treatment of either deterministic or stochasti...

Full description

Bibliographic Details
Main Authors: Janusz Bogusz, Anna Klos, Krzysztof Pokonieczny
Format: Article
Language:English
Published: MDPI AG 2019-05-01
Series:Remote Sensing
Subjects:
Online Access:https://www.mdpi.com/2072-4292/11/10/1209
id doaj-19b5073f670549f28d61645bcecfb685
record_format Article
spelling doaj-19b5073f670549f28d61645bcecfb6852020-11-24T22:11:29ZengMDPI AGRemote Sensing2072-42922019-05-011110120910.3390/rs11101209rs11101209Optimal Strategy of a GPS Position Time Series Analysis for Post-Glacial Rebound Investigation in EuropeJanusz Bogusz0Anna Klos1Krzysztof Pokonieczny2Faculty of Civil Engineering and Geodesy, Military University of Technology, 00-908 Warsaw, PolandFaculty of Civil Engineering and Geodesy, Military University of Technology, 00-908 Warsaw, PolandFaculty of Civil Engineering and Geodesy, Military University of Technology, 00-908 Warsaw, PolandWe describe a comprehensive analysis of the 469 European Global Positioning System (GPS) vertical position time series. The assumptions we present should be employed to perform the post-glacial rebound (PGR)-oriented comparison. We prove that the proper treatment of either deterministic or stochastic components of the time series is indispensable to obtain reliable vertical velocities along with their uncertainties. The statistical significance of the vertical velocities is examined; due to their small vertical rates, 172 velocities from central and western Europe are found to fall below their uncertainties and excluded from analyses. The GPS vertical velocities reach the maximum values for Scandinavia with the maximal uplift equal to 11.0 mm/yr. Moreover, a comparison between the GPS-derived rates and the present-day motion predicted by the newest Glacial Isostatic Adjustment (GIA) ICE-6G_C (VM5a) model is provided. We prove that these rates agree at a 0.5 mm/yr level on average; the Sweden area with the most significant uplift observed agrees within 0.2 mm/yr. The largest discrepancies between GIA-predicted uplift and the GPS vertical rates are found for Svalbard; the difference is equal to 6.7 mm/yr and arises mainly from the present-day ice melting. The GPS-derived vertical rates estimated for the southern coast of the Baltic Sea are systematically underestimated by the GIA prediction by up to 2 mm/yr. The northern British Isles vertical rates are overestimated by the GIA model by about 0.5 mm/yr. The area of the Netherlands and the coastal area of Belgium are both subsiding faster than it is predicted by the GIA model of around 1 mm/yr. The inland part of Belgium, Luxemburg and the western part of Germany show strong positive velocities when compared to the GIA model. Most of these stations uplift of more than 1 mm/yr. It may be caused by present-day elastic deformation due to terrestrial hydrology, especially for Rhein basin, or non-tidal atmospheric loading, for Belgium and Luxembourg.https://www.mdpi.com/2072-4292/11/10/1209global positioning systemglacial isostatic adjustmentpost-glacial reboundprecise point positioningvertical land motiontime series analysis
collection DOAJ
language English
format Article
sources DOAJ
author Janusz Bogusz
Anna Klos
Krzysztof Pokonieczny
spellingShingle Janusz Bogusz
Anna Klos
Krzysztof Pokonieczny
Optimal Strategy of a GPS Position Time Series Analysis for Post-Glacial Rebound Investigation in Europe
Remote Sensing
global positioning system
glacial isostatic adjustment
post-glacial rebound
precise point positioning
vertical land motion
time series analysis
author_facet Janusz Bogusz
Anna Klos
Krzysztof Pokonieczny
author_sort Janusz Bogusz
title Optimal Strategy of a GPS Position Time Series Analysis for Post-Glacial Rebound Investigation in Europe
title_short Optimal Strategy of a GPS Position Time Series Analysis for Post-Glacial Rebound Investigation in Europe
title_full Optimal Strategy of a GPS Position Time Series Analysis for Post-Glacial Rebound Investigation in Europe
title_fullStr Optimal Strategy of a GPS Position Time Series Analysis for Post-Glacial Rebound Investigation in Europe
title_full_unstemmed Optimal Strategy of a GPS Position Time Series Analysis for Post-Glacial Rebound Investigation in Europe
title_sort optimal strategy of a gps position time series analysis for post-glacial rebound investigation in europe
publisher MDPI AG
series Remote Sensing
issn 2072-4292
publishDate 2019-05-01
description We describe a comprehensive analysis of the 469 European Global Positioning System (GPS) vertical position time series. The assumptions we present should be employed to perform the post-glacial rebound (PGR)-oriented comparison. We prove that the proper treatment of either deterministic or stochastic components of the time series is indispensable to obtain reliable vertical velocities along with their uncertainties. The statistical significance of the vertical velocities is examined; due to their small vertical rates, 172 velocities from central and western Europe are found to fall below their uncertainties and excluded from analyses. The GPS vertical velocities reach the maximum values for Scandinavia with the maximal uplift equal to 11.0 mm/yr. Moreover, a comparison between the GPS-derived rates and the present-day motion predicted by the newest Glacial Isostatic Adjustment (GIA) ICE-6G_C (VM5a) model is provided. We prove that these rates agree at a 0.5 mm/yr level on average; the Sweden area with the most significant uplift observed agrees within 0.2 mm/yr. The largest discrepancies between GIA-predicted uplift and the GPS vertical rates are found for Svalbard; the difference is equal to 6.7 mm/yr and arises mainly from the present-day ice melting. The GPS-derived vertical rates estimated for the southern coast of the Baltic Sea are systematically underestimated by the GIA prediction by up to 2 mm/yr. The northern British Isles vertical rates are overestimated by the GIA model by about 0.5 mm/yr. The area of the Netherlands and the coastal area of Belgium are both subsiding faster than it is predicted by the GIA model of around 1 mm/yr. The inland part of Belgium, Luxemburg and the western part of Germany show strong positive velocities when compared to the GIA model. Most of these stations uplift of more than 1 mm/yr. It may be caused by present-day elastic deformation due to terrestrial hydrology, especially for Rhein basin, or non-tidal atmospheric loading, for Belgium and Luxembourg.
topic global positioning system
glacial isostatic adjustment
post-glacial rebound
precise point positioning
vertical land motion
time series analysis
url https://www.mdpi.com/2072-4292/11/10/1209
work_keys_str_mv AT januszbogusz optimalstrategyofagpspositiontimeseriesanalysisforpostglacialreboundinvestigationineurope
AT annaklos optimalstrategyofagpspositiontimeseriesanalysisforpostglacialreboundinvestigationineurope
AT krzysztofpokonieczny optimalstrategyofagpspositiontimeseriesanalysisforpostglacialreboundinvestigationineurope
_version_ 1725805456857759744