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Texture analysis of PALSAR mosaics for forests carbon stock estimation in central Sumatra
https://jaxa.repo.nii.ac.jp/records/38792
https://jaxa.repo.nii.ac.jp/records/38792acaaeeb2-5d84-4ea2-bfcf-3e697df9c051
Item type | 会議発表論文 / Conference Paper(1) | |||||
---|---|---|---|---|---|---|
公開日 | 2016-08-15 | |||||
タイトル | ||||||
言語 | en | |||||
タイトル | Texture analysis of PALSAR mosaics for forests carbon stock estimation in central Sumatra | |||||
言語 | ||||||
言語 | eng | |||||
キーワード | ||||||
言語 | en | |||||
主題Scheme | Other | |||||
主題 | AFCS | |||||
キーワード | ||||||
言語 | en | |||||
主題Scheme | Other | |||||
主題 | Biomass modeling | |||||
キーワード | ||||||
言語 | en | |||||
主題Scheme | Other | |||||
主題 | REDD+ | |||||
キーワード | ||||||
言語 | en | |||||
主題Scheme | Other | |||||
主題 | Natural forest | |||||
キーワード | ||||||
言語 | en | |||||
主題Scheme | Other | |||||
主題 | Plantation forest | |||||
資源タイプ | ||||||
資源タイプ識別子 | http://purl.org/coar/resource_type/c_5794 | |||||
資源タイプ | conference paper | |||||
アクセス権 | ||||||
アクセス権 | metadata only access | |||||
アクセス権URI | http://purl.org/coar/access_right/c_14cb | |||||
著者 |
Thapa, Rajesh Bahadur
× Thapa, Rajesh Bahadur× 渡邉, 学× 本岡, 毅× 島田, 政信× Thapa, Rajesh Bahadur× Watanabe, Manabu× Motohka, Takeshi× Shimada, Masanobu |
|||||
著者所属 | ||||||
宇宙航空研究開発機構地球観測研究センター(JAXA)(EORC) | ||||||
著者所属 | ||||||
宇宙航空研究開発機構(JAXA) | ||||||
著者所属 | ||||||
宇宙航空研究開発機構(JAXA) | ||||||
著者所属 | ||||||
宇宙航空研究開発機構(JAXA) | ||||||
著者所属(英) | ||||||
en | ||||||
Eerth Observation Research Center, Japan Aerospace Exploration Agency (JAXA)(EORC) | ||||||
著者所属(英) | ||||||
en | ||||||
Japan Aerospace Exploration Agency(JAXA) | ||||||
著者所属(英) | ||||||
en | ||||||
Japan Aerospace Exploration Agency(JAXA) | ||||||
著者所属(英) | ||||||
en | ||||||
Japan Aerospace Exploration Agency(JAXA) | ||||||
出版者(英) | ||||||
出版者 | Institute of Electrical and Electronics Engineers(IEEE) | |||||
書誌情報 |
en : 2015 IEEE 5th Asia-Pacific Conference on Synthetic Aperture Radar (APSAR 2015) p. 672-675, 発行日 2016 |
|||||
会議概要(会議名, 開催地, 会期, 主催者等)(英) | ||||||
内容記述タイプ | Other | |||||
内容記述 | 2015 IEEE 5th Asia-Pacific Conference on Synthetic Aperture Radar (APSAR) (September 1-4, 2015. Marina Bay Sands) Singapore | |||||
抄録(英) | ||||||
内容記述タイプ | Other | |||||
内容記述 | Retrieving aboveground forest carbon stocks (AFCS) accurately in tropical region remains challenging due to forest structure complexity and species diversity. In order to improve AFCS estimates, the present study evaluates the potential of high-resolution ALOS/PALSAR mosaics data in the tropical forests in central Sumatra. The study region with AFCS range of 1 to 334 Mg ha(exp -1) consists of natural and plantation forests. Field measurements of AFCS were carried out in 87 plots. Various textures of dual polarized mosaics data for the year 2009 and 2010 were computed and assessed their potential for estimating AFCS applying regression modelling. R(exp 2), p-value, variable inflation factor, and root mean square errors (RMSE) were examined. Potential models were cross validated by leave- one-out (LOO) method. The result indicates that simple textures analysis in PALSAR mosaics increases potential of AFCS estimation and reduces errors to 30.5 Mg ha(exp -1). The method and models presented in this study can be a low cost wall-to-wall forest carbon mapping with high level of accuracy in tropical forests in Southeast Asia where other methods are still rare. | |||||
内容記述 | ||||||
内容記述タイプ | Other | |||||
内容記述 | 形態: カラー図版あり | |||||
内容記述(英) | ||||||
内容記述タイプ | Other | |||||
内容記述 | Physical characteristics: Original contains color illustrations | |||||
ISBN | ||||||
識別子タイプ | ISBN | |||||
関連識別子 | 978-1-46737-298-5 | |||||
DOI | ||||||
識別子タイプ | DOI | |||||
関連識別子 | http://dx.doi.org/10.1109/APSAR.2015.7306295 | |||||
関連名称 | info:doi/10.1109/APSAR.2015.7306295 | |||||
資料番号 | ||||||
内容記述タイプ | Other | |||||
内容記述 | 資料番号: AC1600054000 |