Mapping the Activity and Evolution of Retrogressive Thaw Slumps by Tasselled Cap Trend Analysis of a Landsat Satellite Image Stack

Retrogressive thaw slumps are a dominant agent of geomorphic change in ice‐rich permafrost landscapes and may remain active for decades. Previous studies of slump activity have used aerial photographs and/or high‐resolution satellite images acquired at (multi)‐decadal time intervals. This study inve...

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Published in:Permafrost and Periglacial Processes
Main Authors: Alexander Brooker, Robert H. Fraser, Ian Olthof, Steve V. Kokelj, Denis Lacelle
Format: Article in Journal/Newspaper
Language:unknown
Subjects:
Ice
Online Access:https://doi.org/10.1002/ppp.1819
id ftrepec:oai:RePEc:wly:perpro:v:25:y:2014:i:4:p:243-256
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spelling ftrepec:oai:RePEc:wly:perpro:v:25:y:2014:i:4:p:243-256 2023-05-15T16:37:52+02:00 Mapping the Activity and Evolution of Retrogressive Thaw Slumps by Tasselled Cap Trend Analysis of a Landsat Satellite Image Stack Alexander Brooker Robert H. Fraser Ian Olthof Steve V. Kokelj Denis Lacelle https://doi.org/10.1002/ppp.1819 unknown https://doi.org/10.1002/ppp.1819 article ftrepec https://doi.org/10.1002/ppp.1819 2020-12-04T13:31:03Z Retrogressive thaw slumps are a dominant agent of geomorphic change in ice‐rich permafrost landscapes and may remain active for decades. Previous studies of slump activity have used aerial photographs and/or high‐resolution satellite images acquired at (multi)‐decadal time intervals. This study investigates if the calculation of the three Tasselled Cap transformations (brightness, greenness and wetness) from a dense stack of Landsat Thematic Mapper and Enhanced Thematic Mapper+ images can be used to identify slump activity and map slump evolution at near‐annual resolution. Results obtained from analysis of slumps in the Richardson Mountains‐Peel Plateau region of the Northwest Territories, Canada, suggest that Tasselled Cap linear trend images effectively identify both active and stable thaw slumps. In addition, the analysis of single‐date Tasselled Cap values at the pixel level can be used to map the initiation, growth and stabilisation of slumps at near‐annual timescales. The Tasselled Cap trend analysis method therefore offers the possibility to: (1) map the distribution of thaw slumps by activity level (active, stable or relict); (2) derive headwall retreat rates at near‐annual resolution; and (3) determine patterns of stabilisation and re‐vegetation over the period of available Landsat images. The rich temporal information provided by Landsat analysis complements conventional, higher spatial resolution (but lower temporal resolution) methods that map slumps from pairs of aerial photographs and high‐resolution satellite imagery. Copyright © 2014 John Wiley & Sons, Ltd. Article in Journal/Newspaper Ice Northwest Territories permafrost RePEc (Research Papers in Economics) Canada Northwest Territories Richardson Mountains ENVELOPE(-136.171,-136.171,67.000,67.000) Permafrost and Periglacial Processes 25 4 243 256
institution Open Polar
collection RePEc (Research Papers in Economics)
op_collection_id ftrepec
language unknown
description Retrogressive thaw slumps are a dominant agent of geomorphic change in ice‐rich permafrost landscapes and may remain active for decades. Previous studies of slump activity have used aerial photographs and/or high‐resolution satellite images acquired at (multi)‐decadal time intervals. This study investigates if the calculation of the three Tasselled Cap transformations (brightness, greenness and wetness) from a dense stack of Landsat Thematic Mapper and Enhanced Thematic Mapper+ images can be used to identify slump activity and map slump evolution at near‐annual resolution. Results obtained from analysis of slumps in the Richardson Mountains‐Peel Plateau region of the Northwest Territories, Canada, suggest that Tasselled Cap linear trend images effectively identify both active and stable thaw slumps. In addition, the analysis of single‐date Tasselled Cap values at the pixel level can be used to map the initiation, growth and stabilisation of slumps at near‐annual timescales. The Tasselled Cap trend analysis method therefore offers the possibility to: (1) map the distribution of thaw slumps by activity level (active, stable or relict); (2) derive headwall retreat rates at near‐annual resolution; and (3) determine patterns of stabilisation and re‐vegetation over the period of available Landsat images. The rich temporal information provided by Landsat analysis complements conventional, higher spatial resolution (but lower temporal resolution) methods that map slumps from pairs of aerial photographs and high‐resolution satellite imagery. Copyright © 2014 John Wiley & Sons, Ltd.
format Article in Journal/Newspaper
author Alexander Brooker
Robert H. Fraser
Ian Olthof
Steve V. Kokelj
Denis Lacelle
spellingShingle Alexander Brooker
Robert H. Fraser
Ian Olthof
Steve V. Kokelj
Denis Lacelle
Mapping the Activity and Evolution of Retrogressive Thaw Slumps by Tasselled Cap Trend Analysis of a Landsat Satellite Image Stack
author_facet Alexander Brooker
Robert H. Fraser
Ian Olthof
Steve V. Kokelj
Denis Lacelle
author_sort Alexander Brooker
title Mapping the Activity and Evolution of Retrogressive Thaw Slumps by Tasselled Cap Trend Analysis of a Landsat Satellite Image Stack
title_short Mapping the Activity and Evolution of Retrogressive Thaw Slumps by Tasselled Cap Trend Analysis of a Landsat Satellite Image Stack
title_full Mapping the Activity and Evolution of Retrogressive Thaw Slumps by Tasselled Cap Trend Analysis of a Landsat Satellite Image Stack
title_fullStr Mapping the Activity and Evolution of Retrogressive Thaw Slumps by Tasselled Cap Trend Analysis of a Landsat Satellite Image Stack
title_full_unstemmed Mapping the Activity and Evolution of Retrogressive Thaw Slumps by Tasselled Cap Trend Analysis of a Landsat Satellite Image Stack
title_sort mapping the activity and evolution of retrogressive thaw slumps by tasselled cap trend analysis of a landsat satellite image stack
url https://doi.org/10.1002/ppp.1819
long_lat ENVELOPE(-136.171,-136.171,67.000,67.000)
geographic Canada
Northwest Territories
Richardson Mountains
geographic_facet Canada
Northwest Territories
Richardson Mountains
genre Ice
Northwest Territories
permafrost
genre_facet Ice
Northwest Territories
permafrost
op_relation https://doi.org/10.1002/ppp.1819
op_doi https://doi.org/10.1002/ppp.1819
container_title Permafrost and Periglacial Processes
container_volume 25
container_issue 4
container_start_page 243
op_container_end_page 256
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