Please use this identifier to cite or link to this item: https://hdl.handle.net/1959.11/9901
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dc.contributor.authorSinha, Priyakanten
dc.contributor.authorKumar, Laliten
dc.contributor.authorReid, Nicholasen
dc.date.accessioned2012-03-29T13:11:00Z
dc.date.issued2011en
dc.identifier.citationProceedings of the 34th International Symposium on Remote Sensing of Environmenten
dc.identifier.urihttps://hdl.handle.net/1959.11/9901en
dc.description.abstractThe study determines if seasonal spectral variability significantly affects land-cover classification accuracy of Landsat TM in northern New South Wales, Australia, by comparing accuracies in different seasons. Image transformations such as TC, PCA and NDVI were performed and the resultant images were used alone and in combination with original bands for classification. Results from PC1-3, B1-5 and B1-4, 7 were found better than the others; while B1-4 combination was the best in all dates, producing an overall highest accuracy of 96.7% (Kappa 0.96) in January and overall lowest accuracy of 85.7% (Kappa 0.83) in September. Pair-wise tests showed the January accuracy to be significantly higher than in other months at the 0.001 levels and considered the best period for land-cover mapping in the region. The results were supported by analysis of additional January and September images under a range of environmental conditions in three different years.en
dc.languageenen
dc.publisherISPRS: International Society for Photogrammetry and Remote Sensingen
dc.relation.ispartofProceedings of the 34th International Symposium on Remote Sensing of Environmenten
dc.titleSeasonal land use/land cover mapping: Accuracy comparison of various band combinationsen
dc.typeConference Publicationen
dc.relation.conferenceISRSE 34: 34th International Symposium on Remote Sensing of Environment - The GEOSS Era: Towards Operational Environmental Monitoring, Sydney, Australia, 10th - 15th April, 2011en
dc.subject.keywordsEnvironmental Monitoringen
local.contributor.firstnamePriyakanten
local.contributor.firstnameLaliten
local.contributor.firstnameNicholasen
local.subject.for2008050206 Environmental Monitoringen
local.subject.seo2008960501 Ecosystem Assessment and Management at Regional or Larger Scalesen
local.profile.schoolEnvironmental and Rural Scienceen
local.profile.schoolSchool of Environmental and Rural Scienceen
local.profile.schoolSchool of Environmental and Rural Scienceen
local.profile.emailpsinha@une.edu.auen
local.profile.emaillkumar@une.edu.auen
local.profile.emailnrei3@une.edu.auen
local.output.categoryE1en
local.record.placeauen
local.record.institutionUniversity of New Englanden
local.identifier.epublicationsrecordune-20110511-123934en
local.publisher.placeOnlineen
local.peerreviewedYesen
local.title.subtitleAccuracy comparison of various band combinationsen
local.contributor.lastnameSinhaen
local.contributor.lastnameKumaren
local.contributor.lastnameReiden
dc.identifier.staffune-id:psinhaen
dc.identifier.staffune-id:lkumaren
dc.identifier.staffune-id:nrei3en
local.profile.orcid0000-0002-9205-756Xen
local.profile.orcid0000-0002-4377-9734en
local.profile.roleauthoren
local.profile.roleauthoren
local.profile.roleauthoren
local.identifier.unepublicationidune:10092en
dc.identifier.academiclevelAcademicen
dc.identifier.academiclevelAcademicen
dc.identifier.academiclevelAcademicen
local.title.maintitleSeasonal land use/land cover mappingen
local.output.categorydescriptionE1 Refereed Scholarly Conference Publicationen
local.relation.urlhttp://www.isprs.org/proceedings/2011/ISRSE-34/index.htmlen
local.relation.urlhttp://www.isprs.org/proceedings/2011/ISRSE-34/211104015Final00280.pdfen
local.conference.detailsISRSE 34: 34th International Symposium on Remote Sensing of Environment - The GEOSS Era: Towards Operational Environmental Monitoring, Sydney, Australia, 10th - 15th April, 2011en
local.description.statisticsepubsVisitors: 255<br />Views: 264<br />Downloads: 0en
local.search.authorSinha, Priyakanten
local.search.authorKumar, Laliten
local.search.authorReid, Nicholasen
Appears in Collections:Conference Publication
School of Environmental and Rural Science
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