Land cover identification for finding hazelnut fields using WorldView-2 imagery

Basit Öğe Kaydı
dc.authoridTasdemir, Kadim -- 0000-0001-7519-1911;
dc.contributor.authorTaşdemir, Kadim
dc.contributor.authorReis, Selçuk
dc.date.accessioned13.07.201910:50:10
dc.date.accessioned2019-07-16T09:15:06Z
dc.date.available13.07.201910:50:10
dc.date.available2019-07-16T09:15:06Z
dc.date.issued2011
dc.departmentMühendislik Fakültesi
dc.descriptionIEEE International Geoscience and Remote Sensing Symposium (IGARSS) -- JUL 24-29, 2011 -- Vancouver, CANADA
dc.descriptionWOS:000297496300039
dc.description.abstractRemote sensing imagery is currently used as an efficient tool for agricultural management. Particularly, very high spatial resolution (less than 1m) enables extraction of permanent crops (including nut orchards) by visual interpretation or automated methods based on mainly textural features representing the regular plantation pattern. For accurate detection of orchards (hazelnuts in particular), this study proposes a rule-based classification utilizing multi-scale Gabor features and spectral values. Thanks to its very high spatial (0.5m) and spectral (8-bands) resolution, WorldView-2 imagery is primarily used. The classification accuracies, obtained with features extracted from WorldView-2 and Quickbird imagery, are compared for a study area in Turkey (major hazelnut producer in the world). In addition, supplementary value of the new 4 bands (coastal, yellow, red edge, and NIR2) in WorldView-2 imagery is discussed.
dc.description.sponsorshipIEEE, Inst Elect & Elect Engineers Geosci & Remote Sensing Soc (IEEE GRSS)
dc.identifier.doi10.1109/IGARSS.2011.6048922
dc.identifier.endpage161en_US
dc.identifier.isbn978-1-4577-1005-6
dc.identifier.issn2153-6996
dc.identifier.scopusqualityN/A
dc.identifier.startpage158en_US
dc.identifier.urihttps://doi.org/10.1109/IGARSS.2011.6048922
dc.identifier.urihttps://hdl.handle.net/20.500.12451/4286
dc.identifier.wosWOS:000297496300039
dc.identifier.wosqualityN/A
dc.indekslendigikaynakWeb of Science
dc.indekslendigikaynakScopus
dc.language.isoen
dc.publisherIEEE
dc.relation.ispartof2011 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS)
dc.relation.ispartofseriesIEEE International Symposium on Geoscience and Remote Sensing IGARSS
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/closedAccess
dc.subjectHazelnut Detection
dc.subjectWorldView-2
dc.subjectSelf-Organizing Maps
dc.subjectGabor Textures
dc.titleLand cover identification for finding hazelnut fields using WorldView-2 imagery
dc.typeConference Object

Dosyalar

Orijinal paket
Listeleniyor 1 - 1 / 1
[ X ]
İsim:
tasdemir-kadim-2011.pdf
Boyut:
750.84 KB
Biçim:
Adobe Portable Document Format
Açıklama:
Tam Metin / Full Text
İndir

Koleksiyon

Bildiri ve Sunum Koleksiyonu
Scopus İndeksli Yayınlar Koleksiyonu
WoS İndeksli Yayınlar Koleksiyonu