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  1. 学術雑誌論文
  2. A-Z
  3. J-
  1. INDEX:組織別
  2. 農研機構 農業機械研究部門
  3. 学術論文

Abandoned farmland detection using single-year satellite images in Japan

https://repository.naro.go.jp/records/9264
https://repository.naro.go.jp/records/9264
b84e4cb6-e709-4bd4-b8f8-eede4fb16491
名前 / ファイル ライセンス アクション
JARS-220497G_online.pdf 10.1117/1.JRS.17.014517 (12.6 MB)
Copyright 2023 Society of Photo Optical Instrumentation Engineers (SPIE).
One print or electronic copy may be made for personal use only. Systematic reproduction and distribution, duplication of any material in this publication for a fee or for commercial purposes, and modification of the contents of the publication are prohibited.
Item type 学術雑誌論文 / Journal Article(1)
公開日 2023-04-10
タイトル
タイトル Abandoned farmland detection using single-year satellite images in Japan
タイトル
言語 en
タイトル Abandoned farmland detection using single-year satellite images in Japan
言語
言語 eng
キーワード
主題Scheme Other
主題 normalized difference vegetation index reconstruction
キーワード
主題Scheme Other
主題 PlanetScope
キーワード
主題Scheme Other
主題 phenological profile
キーワード
主題Scheme Other
主題 satellite constellation
キーワード
主題Scheme Other
主題 support vector machine
キーワード
言語 en
主題Scheme Other
主題 normalized difference vegetation index reconstruction
キーワード
言語 en
主題Scheme Other
主題 PlanetScope
キーワード
言語 en
主題Scheme Other
主題 phenological profile
キーワード
言語 en
主題Scheme Other
主題 satellite constellation
キーワード
言語 en
主題Scheme Other
主題 support vector machine
資源タイプ
資源タイプ識別子 http://purl.org/coar/resource_type/c_6501
資源タイプ journal article
著者 小林, 慶彦

× 小林, 慶彦

WEKO 11055
e-Rad 20915491
researchmap kobayashiyoshihiko
ORCID 0000-0002-1511-9077

小林, 慶彦

ja-Kana コバヤシ, ヨシヒコ

en KOBAYASHI, Yoshihiko

Search repository
木下, 嗣基

× 木下, 嗣基

WEKO 11056
e-Rad 10313008
researchmap read0151662

木下, 嗣基

ja-Kana キノシタ, ツグキ

en KINOSHITA, Tsuguki

Search repository
抄録
内容記述タイプ Abstract
内容記述 Mapping abandoned farmlands' location and spatial pattern is essential for rural planning. Monitoring small abandoned farmland based on dynamic farmland's phenology is challenging to due to conflict between spatial and temporal resolutions of conventional satellite missions. A unique approach that combines satellite constellation imagery with improved automatic radiometric normalization method for more temporally consistent reflectance were proposed. Applying it in Ami-town, Ibaraki Prefecture, Japan, abandoned farmlands were identified with 3-m resolution and a Kappa coefficient of 0.81 based on satellite constellation-based timeseries data; however, the discrimination of the degree of abandonment was challenging. Unlike conventional abandoned farmland mapping approaches which targets spatially large area, our approach provides information at small, fragmented and abandoned farmland in East Asia that enables labor-saving monitoring of land use shifts.
書誌情報 Journal of Applied Remote Sensing
en : Journal of Applied Remote Sensing

巻 17, 号 1, p. 014517_1-014517_24, 発行日 2023-03-10
出版者
出版者 Society of Photo-optical Instrumentation Engineers (SPIE)
ISSN
収録物識別子タイプ ISSN
収録物識別子 1931-3195
DOI
関連タイプ isIdenticalTo
識別子タイプ DOI
関連識別子 10.1117/1.JRS.17.014517
権利
権利情報 © 2023 Society of Photo-Optical Instrumentation Engineers (SPIE)
情報源
関連名称 an archive ariticle of Institutional Repository
関連サイト
識別子タイプ DOI
関連識別子 https://doi.org/10.1117/1.JRS.17.014517
関連名称 Journal of Applied Remote Sensing
他の資源との関係
関連名称 Institutional Repository
著者版フラグ
出版タイプ VoR
出版タイプResource http://purl.org/coar/version/c_970fb48d4fbd8a85
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