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  1. 防災科研関係論文

Urban land-cover classification based on airborne hyperspectral data and field observation

https://nied-repo.bosai.go.jp/records/2972
https://nied-repo.bosai.go.jp/records/2972
69786034-3566-4cd5-8eb8-c1d4d5bafa5c
Item type researchmap(1)
公開日 2023-03-30
タイトル
言語 en
タイトル Urban land-cover classification based on airborne hyperspectral data and field observation
言語
言語 eng
著者 Fumio Yamazaki

× Fumio Yamazaki

en Fumio Yamazaki

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Konomi Hara

× Konomi Hara

en Konomi Hara

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Wen Liu

× Wen Liu

en Wen Liu

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抄録
内容記述タイプ Other
内容記述 c 2014 SPIE. Using a dataset from the 2013 IEEE data fusion contest, a basic study to classify urban land-cover was carried out. The spectral reflectance characteristics of surface materials were investigated from the airborne hyperspectral (HS) data acquired by CASI-1500 imager over Houston, Texas, USA. The HS data include 144 spectral bands in the visible to near-infrared (380 nm to 1050 nm) regions. A multispectral (MS) image acquired by WorldView-2 satellite was also introduced in order to compare it with the HS image. A field measurement in the Houston's test site was carried out using a handheld spectroradiometer by the present authors. The reflectance of surface materials obtained by the measurement was also compared with the pseudo-reflectance of the HS data and they showed good agreement. Finally a principal component analysis was conducted for the HS and MS data and the result was discussed.
言語 en
書誌情報 en : Proceedings of SPIE - The International Society for Optical Engineering

巻 9244, 発行日 2014
出版者
言語 en
出版者 SPIE-INT SOC OPTICAL ENGINEERING
ISSN
収録物識別子タイプ EISSN
収録物識別子 1996-756X
DOI
関連識別子 10.1117/12.2066616
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