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Abandoned farmland detection using single-year satellite images in Japan
https://repository.naro.go.jp/records/9264
https://repository.naro.go.jp/records/9264b84e4cb6-e709-4bd4-b8f8-eede4fb16491
| 名前 / ファイル | ライセンス | アクション |
|---|---|---|
10.1117/1.JRS.17.014517 (12.6 MB)
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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 | ||||||||||||||||||
| タイトル | Abandoned farmland detection using single-year satellite images in Japan | |||||||||||||||||
| 言語 | en | |||||||||||||||||
| 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
× 木下, 嗣基
|
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| 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 |
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| 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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Cite as
KOBAYASHI, Yoshihiko, KINOSHITA, Tsuguki, 2023, Abandoned farmland detection using single-year satellite images in Japan: Society of Photo-optical Instrumentation Engineers (SPIE), 014517_1–014517_24 p.
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