An evaluation of an object-oriented fuzzy analysis for land cover classification on Macquarie Island ...

Macquarie Island has been severely threatened by invasive species such as rabbits and rodents, which were first introduced by sealers in the 1880s. Because of this impact the eradication of rabbits and rodents has been planned for the near future. In evaluating the progress and success of the eradic...

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Main Author: Ikeura, Asako
Format: Thesis
Language:unknown
Published: University Of Tasmania 2023
Subjects:
Online Access:https://dx.doi.org/10.25959/23230490.v1
https://figshare.utas.edu.au/articles/thesis/An_evaluation_of_an_object-oriented_fuzzy_analysis_for_land_cover_classification_on_Macquarie_Island/23230490/1
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spelling ftdatacite:10.25959/23230490.v1 2023-06-11T04:13:55+02:00 An evaluation of an object-oriented fuzzy analysis for land cover classification on Macquarie Island ... Ikeura, Asako 2023 https://dx.doi.org/10.25959/23230490.v1 https://figshare.utas.edu.au/articles/thesis/An_evaluation_of_an_object-oriented_fuzzy_analysis_for_land_cover_classification_on_Macquarie_Island/23230490/1 unknown University Of Tasmania https://dx.doi.org/10.25959/23230490 In Copyright http://rightsstatements.org/vocab/InC/1.0/ article-journal Text ScholarlyArticle Thesis 2023 ftdatacite https://doi.org/10.25959/23230490.v110.25959/23230490 2023-06-01T12:11:07Z Macquarie Island has been severely threatened by invasive species such as rabbits and rodents, which were first introduced by sealers in the 1880s. Because of this impact the eradication of rabbits and rodents has been planned for the near future. In evaluating the progress and success of the eradication program on Macquarie Island, spatial information in the form of a land cover map on Macquarie Island from remote sensing data should be useful due to its inaccessibility. This study therefore proposes a new approach for mapping Macquarie Island's vegetation communities based on very high resolution QuickBird imagery acquired on 18 March 2007 and object-oriented classification technique. The VHR satellite data has increased in geometric detail and accuracy, but it has some problems in traditional pixel-based classification. With rich spatial and spectral information from the spatial refinement, the internal variation in a class increases. On the other hand, the object-oriented classification first segments ... Thesis Macquarie Island DataCite Metadata Store (German National Library of Science and Technology)
institution Open Polar
collection DataCite Metadata Store (German National Library of Science and Technology)
op_collection_id ftdatacite
language unknown
description Macquarie Island has been severely threatened by invasive species such as rabbits and rodents, which were first introduced by sealers in the 1880s. Because of this impact the eradication of rabbits and rodents has been planned for the near future. In evaluating the progress and success of the eradication program on Macquarie Island, spatial information in the form of a land cover map on Macquarie Island from remote sensing data should be useful due to its inaccessibility. This study therefore proposes a new approach for mapping Macquarie Island's vegetation communities based on very high resolution QuickBird imagery acquired on 18 March 2007 and object-oriented classification technique. The VHR satellite data has increased in geometric detail and accuracy, but it has some problems in traditional pixel-based classification. With rich spatial and spectral information from the spatial refinement, the internal variation in a class increases. On the other hand, the object-oriented classification first segments ...
format Thesis
author Ikeura, Asako
spellingShingle Ikeura, Asako
An evaluation of an object-oriented fuzzy analysis for land cover classification on Macquarie Island ...
author_facet Ikeura, Asako
author_sort Ikeura, Asako
title An evaluation of an object-oriented fuzzy analysis for land cover classification on Macquarie Island ...
title_short An evaluation of an object-oriented fuzzy analysis for land cover classification on Macquarie Island ...
title_full An evaluation of an object-oriented fuzzy analysis for land cover classification on Macquarie Island ...
title_fullStr An evaluation of an object-oriented fuzzy analysis for land cover classification on Macquarie Island ...
title_full_unstemmed An evaluation of an object-oriented fuzzy analysis for land cover classification on Macquarie Island ...
title_sort evaluation of an object-oriented fuzzy analysis for land cover classification on macquarie island ...
publisher University Of Tasmania
publishDate 2023
url https://dx.doi.org/10.25959/23230490.v1
https://figshare.utas.edu.au/articles/thesis/An_evaluation_of_an_object-oriented_fuzzy_analysis_for_land_cover_classification_on_Macquarie_Island/23230490/1
genre Macquarie Island
genre_facet Macquarie Island
op_relation https://dx.doi.org/10.25959/23230490
op_rights In Copyright
http://rightsstatements.org/vocab/InC/1.0/
op_doi https://doi.org/10.25959/23230490.v110.25959/23230490
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