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Estimating leaf carotenoid contents of shade-grown tea using hyperspectral indices and PROSPECT–D inversion
https://repository.naro.go.jp/records/2732
https://repository.naro.go.jp/records/2732ce6ca200-8170-4fdf-87fc-b5bc18a4f36d
| 名前 / ファイル | ライセンス | アクション |
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SC30201804130042_Postprint (640.8 kB)
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| Item type | 学術雑誌論文 / Journal Article(1) | |||||||||||||||||
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| 公開日 | 2019-09-27 | |||||||||||||||||
| タイトル | ||||||||||||||||||
| タイトル | Estimating leaf carotenoid contents of shade-grown tea using hyperspectral indices and PROSPECT–D inversion | |||||||||||||||||
| タイトル | ||||||||||||||||||
| タイトル | Estimating leaf carotenoid contents of shade-grown tea using hyperspectral indices and PROSPECT–D inversion | |||||||||||||||||
| 言語 | en | |||||||||||||||||
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| 言語 | eng | |||||||||||||||||
| 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 |
佐野, 智人
× 佐野, 智人
× 堀江, 秀樹
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| 抄録 | ||||||||||||||||||
| 内容記述タイプ | Abstract | |||||||||||||||||
| 内容記述 | Quantifying carotenoid contents has many applications in agriculture, ecology, and health science. Hyperspectral reflectance has been one of the promising tools for this purpose. However, previous studies were based on measurements under relatively low light–stress conditions. Therefore, assessing its robustness by using measurements under various levels of stress is required. In this study, the measurements of reflectance and carotenoid contents were carried out with four shading treatments including open–0%, 35%, 75%, and 90% shading to generate various chlorophyll/carotenoid ratios. Then the performances of 15 published hyperspectral indices and PROSPECT–D inversion were evaluated based on our data set for estimating leaf carotenoid contents. According to the ratio of performance to deviation, RNIR/R510, R720/R521–1, and PROSPECT–D inversion were applicable for this purpose, although calibration of the absorption coefficients was required for PROSPECT–D. Using them, root mean square percentage errors of 4.53–5.46% were achieved. Given that total chlorophyll/carotenoid ratios could be a good indicator for evaluating environmental stress in plants, PROSPECT–D, which also estimates total chlorophyll and anthocyanin contents, could be a strong tool for controlling the qualities of shade-grown tea. | |||||||||||||||||
| 書誌情報 |
International Journal of Remote Sensing en : International Journal of Remote Sensing 巻 39, 号 5, p. 1306-1320, 発行日 2017-11-24 |
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| 出版者 | Taylor & Francis | |||||||||||||||||
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| 出版者 | the Remote Sensing and Photogrammetry Society | |||||||||||||||||
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| 収録物識別子タイプ | ISSN | |||||||||||||||||
| 収録物識別子 | 0143-1161 | |||||||||||||||||
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| 関連タイプ | isVersionOf | |||||||||||||||||
| 識別子タイプ | DOI | |||||||||||||||||
| 関連識別子 | 10.1080/01431161.2017.1407050 | |||||||||||||||||
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| 権利情報 | Authors | |||||||||||||||||
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| 関連名称 | SC30201804130042 | |||||||||||||||||
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| 関連名称 | NARO成果DBa | |||||||||||||||||
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| 関連名称 | author manuscript /This journal has an embargo period of 12 months. | |||||||||||||||||
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| 関連名称 | This is an [Accepted Manuscript] of an article published by Taylor & Francis in [International Journal of Remote Sensing ] on [Nov, 2017], available at http://wwww.tandfonline.com/10.1080/01431161.2017.1407050. | |||||||||||||||||
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| 関連名称 | このアーカイブは著者版です。出版社版ではありません。引用の際には出版社版をご利用ください。 | |||||||||||||||||
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| 関連名称 | This is not the published version. Please cite only the published version. | |||||||||||||||||
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| 識別子タイプ | DOI | |||||||||||||||||
| 関連識別子 | https://doi.org/10.1080/01431161.2017.1407050 | |||||||||||||||||
| 関連名称 | International Journal of Remote Sensing | |||||||||||||||||
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| 出版タイプ | AM | |||||||||||||||||
| 出版タイプResource | http://purl.org/coar/version/c_ab4af688f83e57aa | |||||||||||||||||
