Please use this identifier to cite or link to this item: https://hdl.handle.net/1959.11/5454
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dc.contributor.authorTaylor, Subhashnien
dc.contributor.authorKumar, Laliten
dc.contributor.authorReid, Nicholasen
local.source.editorEditor(s): Ade Komara Mulyana, Gatot Haryo Pramono, Antonius B Wijanarto, Adi Junjunan Mustafa, Sri Lestari Munajati, Dian Ardiansyah and Murdaningsihen
dc.date.accessioned2010-04-06T16:26:00Z-
dc.date.issued2009-
dc.identifier.citationProceedings of the 10th South East Asian Survey Congress: Integrating Geo-Information Islands, p. 139-146en
dc.identifier.isbn9789792669534en
dc.identifier.urihttps://hdl.handle.net/1959.11/5454-
dc.description.abstractThis study looked at the impact of image fusion as well as the cost effectiveness of using satellite imagery of varying spatial and spectral resolutions on the classification accuracy of lantana. The first part of the research compared the impact of four image fusion techniques using Quickbird imagery, namely Brovey, Hue-Saturation-Value, Principal Components and Gram−Schmidt Spectral Sharpening, on classification accuracies for lantana mapping. Gram−Schmidt and Principal Components spectral sharpening techniques showed an improvement in overall accuracy and the kappa coefficient compared to the MS image while Brovey transformation and HSV performed poorly in the supervised classification. The second part of the study compared the cost and classification accuracy of Quickbird, Landsat ETM+ and SPOT 5 imagery in mapping lantana. Quickbird multi-spectral image provided the highest overall accuracy followed by SPOT 5 image. Landsat ETM+ showed the lowest overall accuracy. SPOT 5 multispectral imagery provided a less costly option compared to Quickbird with no significant difference in overall accuracies between the two. The findings indicate that spatial resolution was of greater importance than spectral resolution in classifying lantana accurately and SPOT 5 provided the most cost-effective option.en
dc.languageenen
dc.publisherNational Coordinating Agency for Surveys and Mappingen
dc.relation.ispartofProceedings of the 10th South East Asian Survey Congress: Integrating Geo-Information Islandsen
dc.titleUse of Remote Sensing Techniques in Lantana Mappingen
dc.typeConference Publicationen
dc.relation.conferenceSEASC 2009: 10th South East Asian Survey Congressen
dc.subject.keywordsNatural Resource Managementen
dc.subject.keywordsEnvironmental Managementen
dc.subject.keywordsInvasive Species Ecologyen
local.contributor.firstnameSubhashnien
local.contributor.firstnameLaliten
local.contributor.firstnameNicholasen
local.subject.for2008050209 Natural Resource Managementen
local.subject.for2008050103 Invasive Species Ecologyen
local.subject.for2008050205 Environmental Managementen
local.subject.seo2008960504 Ecosystem Assessment and Management of Forest and Woodlands Environmentsen
local.subject.seo2008960604 Environmental Management Systemsen
local.profile.schoolSchool of Educationen
local.profile.schoolSchool of Environmental and Rural Scienceen
local.profile.schoolSchool of Environmental and Rural Scienceen
local.profile.emailbtaylo26@une.edu.auen
local.profile.emaillkumar@une.edu.auen
local.profile.emailnrei3@une.edu.auen
local.output.categoryE2en
local.record.placeauen
local.record.institutionUniversity of New Englanden
local.identifier.epublicationsrecordune-20091008-145959en
local.date.conference4th - 7th August, 2009en
local.conference.placeNusadua, Indonesiaen
local.publisher.placeBali, Indonesiaen
local.format.startpage139en
local.format.endpage146en
local.contributor.lastnameTayloren
local.contributor.lastnameKumaren
local.contributor.lastnameReiden
dc.identifier.staffune-id:btaylo26en
dc.identifier.staffune-id:lkumaren
dc.identifier.staffune-id:nrei3en
local.profile.orcid0000-0002-1624-0901en
local.profile.orcid0000-0002-9205-756Xen
local.profile.orcid0000-0002-4377-9734en
local.profile.roleauthoren
local.profile.roleauthoren
local.profile.roleauthoren
local.identifier.unepublicationidune:5584en
dc.identifier.academiclevelAcademicen
dc.identifier.academiclevelAcademicen
dc.identifier.academiclevelAcademicen
local.title.maintitleUse of Remote Sensing Techniques in Lantana Mappingen
local.output.categorydescriptionE2 Non-Refereed Scholarly Conference Publicationen
local.relation.urlhttp://www.seasc2009.org/en
local.conference.detailsSEASC 2009: 10th South East Asian Survey Congress, Nusadua, Indonesia, 4th - 7th August, 2009en
local.search.authorTaylor, Subhashnien
local.search.authorKumar, Laliten
local.search.authorReid, Nicholasen
local.uneassociationUnknownen
local.year.published2009en
local.date.start2009-08-04-
local.date.end2009-08-07-
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