Utilizing Vegetation Indices as a Proxy to Characterize the Stability of a Railway Embankment in a Permafrost Region

Degrading permafrost conditions around the world are posing stability issues for infrastructure constructed on them. Railway lines have exceptionally low tolerances for differential settlements associated with permafrost degradation due to the potential for train derailments. Railway owners with tra...

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Published in:AIMS Geosciences
Main Authors: Priscilla Addison, Pasi Lautala, Thomas Oommen
Format: Article in Journal/Newspaper
Language:English
Published: AIMS Press 2016
Subjects:
Online Access:https://doi.org/10.3934/geosci.2016.4.329
https://doaj.org/article/acb2213de51241e3a43e958502617a6f
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spelling ftdoajarticles:oai:doaj.org/article:acb2213de51241e3a43e958502617a6f 2023-05-15T16:35:29+02:00 Utilizing Vegetation Indices as a Proxy to Characterize the Stability of a Railway Embankment in a Permafrost Region Priscilla Addison Pasi Lautala Thomas Oommen 2016-11-01T00:00:00Z https://doi.org/10.3934/geosci.2016.4.329 https://doaj.org/article/acb2213de51241e3a43e958502617a6f EN eng AIMS Press http://www.aimspress.com/geosciences/article/1080/fulltext.html https://doaj.org/toc/2471-2132 2471-2132 doi:10.3934/geosci.2016.4.329 https://doaj.org/article/acb2213de51241e3a43e958502617a6f AIMS Geosciences, Vol 2, Iss 4, Pp 329-344 (2016) Site characterization permafrost remote sensing track geometry electrical resistivity degradation susceptibility NDVI Geology QE1-996.5 article 2016 ftdoajarticles https://doi.org/10.3934/geosci.2016.4.329 2022-12-31T16:00:53Z Degrading permafrost conditions around the world are posing stability issues for infrastructure constructed on them. Railway lines have exceptionally low tolerances for differential settlements associated with permafrost degradation due to the potential for train derailments. Railway owners with tracks in permafrost regions therefore make it a priority to identify potential settlement locations so that proper maintenance or embankment stabilization measures can be applied to ensure smooth and safe operations. The extensive discontinuous permafrost zone along the Hudson Bay Railway (HBR) in Northern Manitoba, Canada, has been experiencing accelerated deterioration, resulting in differential settlements that necessitate continuous annual maintenance to avoid slow orders and operational interruptions. This paper seeks to characterize the different permafrost degradation susceptibilities present at the study site. Track geometry exceptions were compared against remotely sensed vegetation indices to establish a relationship between track quality and vegetation density. This relationship was used as a proxy for subsurface condition verified by electrical resistivity tomography. The established relationship was then used to develop a three-level degradation susceptibility chart to indicate low, moderate and high susceptibility regions. The defined susceptibility regions can be used to better allocate the limited maintenance resources and also help inform potentially long-term stabilization measures for the severely affected sections. Article in Journal/Newspaper Hudson Bay permafrost Directory of Open Access Journals: DOAJ Articles Hudson Bay Canada Hudson AIMS Geosciences 2 4 329 344
institution Open Polar
collection Directory of Open Access Journals: DOAJ Articles
op_collection_id ftdoajarticles
language English
topic Site characterization
permafrost
remote sensing
track geometry
electrical resistivity
degradation susceptibility
NDVI
Geology
QE1-996.5
spellingShingle Site characterization
permafrost
remote sensing
track geometry
electrical resistivity
degradation susceptibility
NDVI
Geology
QE1-996.5
Priscilla Addison
Pasi Lautala
Thomas Oommen
Utilizing Vegetation Indices as a Proxy to Characterize the Stability of a Railway Embankment in a Permafrost Region
topic_facet Site characterization
permafrost
remote sensing
track geometry
electrical resistivity
degradation susceptibility
NDVI
Geology
QE1-996.5
description Degrading permafrost conditions around the world are posing stability issues for infrastructure constructed on them. Railway lines have exceptionally low tolerances for differential settlements associated with permafrost degradation due to the potential for train derailments. Railway owners with tracks in permafrost regions therefore make it a priority to identify potential settlement locations so that proper maintenance or embankment stabilization measures can be applied to ensure smooth and safe operations. The extensive discontinuous permafrost zone along the Hudson Bay Railway (HBR) in Northern Manitoba, Canada, has been experiencing accelerated deterioration, resulting in differential settlements that necessitate continuous annual maintenance to avoid slow orders and operational interruptions. This paper seeks to characterize the different permafrost degradation susceptibilities present at the study site. Track geometry exceptions were compared against remotely sensed vegetation indices to establish a relationship between track quality and vegetation density. This relationship was used as a proxy for subsurface condition verified by electrical resistivity tomography. The established relationship was then used to develop a three-level degradation susceptibility chart to indicate low, moderate and high susceptibility regions. The defined susceptibility regions can be used to better allocate the limited maintenance resources and also help inform potentially long-term stabilization measures for the severely affected sections.
format Article in Journal/Newspaper
author Priscilla Addison
Pasi Lautala
Thomas Oommen
author_facet Priscilla Addison
Pasi Lautala
Thomas Oommen
author_sort Priscilla Addison
title Utilizing Vegetation Indices as a Proxy to Characterize the Stability of a Railway Embankment in a Permafrost Region
title_short Utilizing Vegetation Indices as a Proxy to Characterize the Stability of a Railway Embankment in a Permafrost Region
title_full Utilizing Vegetation Indices as a Proxy to Characterize the Stability of a Railway Embankment in a Permafrost Region
title_fullStr Utilizing Vegetation Indices as a Proxy to Characterize the Stability of a Railway Embankment in a Permafrost Region
title_full_unstemmed Utilizing Vegetation Indices as a Proxy to Characterize the Stability of a Railway Embankment in a Permafrost Region
title_sort utilizing vegetation indices as a proxy to characterize the stability of a railway embankment in a permafrost region
publisher AIMS Press
publishDate 2016
url https://doi.org/10.3934/geosci.2016.4.329
https://doaj.org/article/acb2213de51241e3a43e958502617a6f
geographic Hudson Bay
Canada
Hudson
geographic_facet Hudson Bay
Canada
Hudson
genre Hudson Bay
permafrost
genre_facet Hudson Bay
permafrost
op_source AIMS Geosciences, Vol 2, Iss 4, Pp 329-344 (2016)
op_relation http://www.aimspress.com/geosciences/article/1080/fulltext.html
https://doaj.org/toc/2471-2132
2471-2132
doi:10.3934/geosci.2016.4.329
https://doaj.org/article/acb2213de51241e3a43e958502617a6f
op_doi https://doi.org/10.3934/geosci.2016.4.329
container_title AIMS Geosciences
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container_issue 4
container_start_page 329
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