Statistical analysis of surface displacements – an example from the Åknes rockslide, western Norway

Analyses of displacement measurements may provide valuable insight into the characteristics and behaviours of landslides. This paper demonstrates the application of statistical analysis to displacement data collected with Global Positioning System (GPS), total stations and extensometers at the Åknes...

Full description

Bibliographic Details
Main Authors: E. Nyrnes, T. Nordvik
Format: Article
Language:English
Published: Copernicus Publications 2009-05-01
Series:Natural Hazards and Earth System Sciences
Online Access:http://www.nat-hazards-earth-syst-sci.net/9/713/2009/nhess-9-713-2009.pdf
id doaj-89b2245dd0f245038eabd7fba8d1e8a1
record_format Article
spelling doaj-89b2245dd0f245038eabd7fba8d1e8a12020-11-24T22:30:27ZengCopernicus PublicationsNatural Hazards and Earth System Sciences1561-86331684-99812009-05-0193713724Statistical analysis of surface displacements &ndash; an example from the Åknes rockslide, western NorwayE. NyrnesT. NordvikAnalyses of displacement measurements may provide valuable insight into the characteristics and behaviours of landslides. This paper demonstrates the application of statistical analysis to displacement data collected with Global Positioning System (GPS), total stations and extensometers at the Åknes rockslide site, western Norway. The Åknes rockslide has particular interest due to the potential for catastrophic consequences if the rockslide accelerates into a rock avalanche and hits the fjord below. This would generate a tsunami in the adjacent fjord system and pose a threat to local settlements and infrastructure as well as to the many tourists visiting nearby areas. The analyses reported in this paper pay special attention to the newly available time series obtained from seven permanent GPS stations. The results from these continuously monitored GPS stations are believed to be an important contribution to the understanding of the complex displacement pattern evident from previous investigations. Results from the statistical analyses show that the displacement rates can be modelled as linear trends superimposed with periodic (sinusoidal) components. This indicates constant <i>average</i> displacement rates with no persistent accelerations. The annual displacement rates estimated from GPS and extensometer measurements range from a few millimetres to about 8 cm, whereas the periodical fluctuations typically have maximum amplitudes of 1–2 mm. Some interpretations of the periodical fluctuations are presented. High correlations between displacements and the groundwater level, measured in a borehole at the upper part of the slope, are evident for extensometers located across the back scarp. For the GPS control points located further down the slope, this correlation is, however, not so clear. http://www.nat-hazards-earth-syst-sci.net/9/713/2009/nhess-9-713-2009.pdf
collection DOAJ
language English
format Article
sources DOAJ
author E. Nyrnes
T. Nordvik
spellingShingle E. Nyrnes
T. Nordvik
Statistical analysis of surface displacements &ndash; an example from the Åknes rockslide, western Norway
Natural Hazards and Earth System Sciences
author_facet E. Nyrnes
T. Nordvik
author_sort E. Nyrnes
title Statistical analysis of surface displacements &ndash; an example from the Åknes rockslide, western Norway
title_short Statistical analysis of surface displacements &ndash; an example from the Åknes rockslide, western Norway
title_full Statistical analysis of surface displacements &ndash; an example from the Åknes rockslide, western Norway
title_fullStr Statistical analysis of surface displacements &ndash; an example from the Åknes rockslide, western Norway
title_full_unstemmed Statistical analysis of surface displacements &ndash; an example from the Åknes rockslide, western Norway
title_sort statistical analysis of surface displacements &ndash; an example from the åknes rockslide, western norway
publisher Copernicus Publications
series Natural Hazards and Earth System Sciences
issn 1561-8633
1684-9981
publishDate 2009-05-01
description Analyses of displacement measurements may provide valuable insight into the characteristics and behaviours of landslides. This paper demonstrates the application of statistical analysis to displacement data collected with Global Positioning System (GPS), total stations and extensometers at the Åknes rockslide site, western Norway. The Åknes rockslide has particular interest due to the potential for catastrophic consequences if the rockslide accelerates into a rock avalanche and hits the fjord below. This would generate a tsunami in the adjacent fjord system and pose a threat to local settlements and infrastructure as well as to the many tourists visiting nearby areas. The analyses reported in this paper pay special attention to the newly available time series obtained from seven permanent GPS stations. The results from these continuously monitored GPS stations are believed to be an important contribution to the understanding of the complex displacement pattern evident from previous investigations. Results from the statistical analyses show that the displacement rates can be modelled as linear trends superimposed with periodic (sinusoidal) components. This indicates constant <i>average</i> displacement rates with no persistent accelerations. The annual displacement rates estimated from GPS and extensometer measurements range from a few millimetres to about 8 cm, whereas the periodical fluctuations typically have maximum amplitudes of 1–2 mm. Some interpretations of the periodical fluctuations are presented. High correlations between displacements and the groundwater level, measured in a borehole at the upper part of the slope, are evident for extensometers located across the back scarp. For the GPS control points located further down the slope, this correlation is, however, not so clear.
url http://www.nat-hazards-earth-syst-sci.net/9/713/2009/nhess-9-713-2009.pdf
work_keys_str_mv AT enyrnes statisticalanalysisofsurfacedisplacementsndashanexamplefromtheaknesrockslidewesternnorway
AT tnordvik statisticalanalysisofsurfacedisplacementsndashanexamplefromtheaknesrockslidewesternnorway
_version_ 1725740967082852352