Monitoring of subarctic shrub vegetation characteristics using terraSAR-X and RADARSAT-2 data.

Due to its sensitivity to the vertical structure of vegetation, SAR remote sensing has the potential to become a useful tool to map changes in shrub vegetation in subarctic environments. In this paper we evaluate the sensitivity of RADARSAT-2 and TerraSAR-X data to subarctic shrub vegetation. Backsc...

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Bibliographic Details
Main Authors: Duguay, Yannick, Bernier, Monique, Lévesque, Esther, Tremblay, Benoît
Format: Other/Unknown Material
Language:English
Published: 2014
Subjects:
SAR
Online Access:https://espace.inrs.ca/id/eprint/4818/
https://espace.inrs.ca/id/eprint/4818/1/S3026.pdf
id ftinrsquebec:oai:espace.inrs.ca:4818
record_format openpolar
spelling ftinrsquebec:oai:espace.inrs.ca:4818 2023-05-15T18:27:48+02:00 Monitoring of subarctic shrub vegetation characteristics using terraSAR-X and RADARSAT-2 data. Duguay, Yannick Bernier, Monique Lévesque, Esther Tremblay, Benoît 2014 application/pdf https://espace.inrs.ca/id/eprint/4818/ https://espace.inrs.ca/id/eprint/4818/1/S3026.pdf en eng https://espace.inrs.ca/id/eprint/4818/1/S3026.pdf Duguay, Yannick, Bernier, Monique, Lévesque, Esther et Tremblay, Benoît (2014). Monitoring of subarctic shrub vegetation characteristics using terraSAR-X and RADARSAT-2 data. In: IEEE International Geoscience and Remote Sensing Symposium - IGARSS 2014, 13-18 juillet 2014, Québec, Canada. SAR Shrub Subarctic RADARSAT-2 TerraSAR-X Document issu d'une conférence ou d'un atelier Non évalué par les pairs 2014 ftinrsquebec 2023-02-10T11:43:14Z Due to its sensitivity to the vertical structure of vegetation, SAR remote sensing has the potential to become a useful tool to map changes in shrub vegetation in subarctic environments. In this paper we evaluate the sensitivity of RADARSAT-2 and TerraSAR-X data to subarctic shrub vegetation. Backscattering was compared with field measurements of shrub height and regression analyses were performed to estimate the sensitivity of SAR signal to shrub height. An unsupervised Wishart classification was also performed on the RADARSAT-2 images to evaluate the separability between shrubs and other elements of the environment. RADARSAT-2 proved to be the most sensitive to shrub height with R² values reaching 0.64 for σ0 HV for fall acquisitions and losing little sensitivity during the winter. The unsupervised classification provided good separability between shrub dominated areas and other land cover types and was able to distinguish high shrubs from low shrubs. Other/Unknown Material Subarctic Institut national de la recherche scientifique, Québec: Espace INRS
institution Open Polar
collection Institut national de la recherche scientifique, Québec: Espace INRS
op_collection_id ftinrsquebec
language English
topic SAR
Shrub
Subarctic
RADARSAT-2
TerraSAR-X
spellingShingle SAR
Shrub
Subarctic
RADARSAT-2
TerraSAR-X
Duguay, Yannick
Bernier, Monique
Lévesque, Esther
Tremblay, Benoît
Monitoring of subarctic shrub vegetation characteristics using terraSAR-X and RADARSAT-2 data.
topic_facet SAR
Shrub
Subarctic
RADARSAT-2
TerraSAR-X
description Due to its sensitivity to the vertical structure of vegetation, SAR remote sensing has the potential to become a useful tool to map changes in shrub vegetation in subarctic environments. In this paper we evaluate the sensitivity of RADARSAT-2 and TerraSAR-X data to subarctic shrub vegetation. Backscattering was compared with field measurements of shrub height and regression analyses were performed to estimate the sensitivity of SAR signal to shrub height. An unsupervised Wishart classification was also performed on the RADARSAT-2 images to evaluate the separability between shrubs and other elements of the environment. RADARSAT-2 proved to be the most sensitive to shrub height with R² values reaching 0.64 for σ0 HV for fall acquisitions and losing little sensitivity during the winter. The unsupervised classification provided good separability between shrub dominated areas and other land cover types and was able to distinguish high shrubs from low shrubs.
format Other/Unknown Material
author Duguay, Yannick
Bernier, Monique
Lévesque, Esther
Tremblay, Benoît
author_facet Duguay, Yannick
Bernier, Monique
Lévesque, Esther
Tremblay, Benoît
author_sort Duguay, Yannick
title Monitoring of subarctic shrub vegetation characteristics using terraSAR-X and RADARSAT-2 data.
title_short Monitoring of subarctic shrub vegetation characteristics using terraSAR-X and RADARSAT-2 data.
title_full Monitoring of subarctic shrub vegetation characteristics using terraSAR-X and RADARSAT-2 data.
title_fullStr Monitoring of subarctic shrub vegetation characteristics using terraSAR-X and RADARSAT-2 data.
title_full_unstemmed Monitoring of subarctic shrub vegetation characteristics using terraSAR-X and RADARSAT-2 data.
title_sort monitoring of subarctic shrub vegetation characteristics using terrasar-x and radarsat-2 data.
publishDate 2014
url https://espace.inrs.ca/id/eprint/4818/
https://espace.inrs.ca/id/eprint/4818/1/S3026.pdf
genre Subarctic
genre_facet Subarctic
op_relation https://espace.inrs.ca/id/eprint/4818/1/S3026.pdf
Duguay, Yannick, Bernier, Monique, Lévesque, Esther et Tremblay, Benoît (2014). Monitoring of subarctic shrub vegetation characteristics using terraSAR-X and RADARSAT-2 data. In: IEEE International Geoscience and Remote Sensing Symposium - IGARSS 2014, 13-18 juillet 2014, Québec, Canada.
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