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  1. B300 農学部/生命農学研究科
  2. B300a 雑誌掲載論文
  3. 学術雑誌

Measuring the tensile strain of wood by visible and near-infrared spatially resolved spectroscopy

http://hdl.handle.net/2237/0002002211
http://hdl.handle.net/2237/0002002211
e8cc9eb7-ee14-4af3-b4db-c624ed828cd8
名前 / ファイル ライセンス アクション
Wood Wood tension_SRS_20210921.pdf (2.5 MB)
Item type itemtype_ver1(1)
公開日 2022-03-14
タイトル
タイトル Measuring the tensile strain of wood by visible and near-infrared spatially resolved spectroscopy
言語 en
著者 Ma, Te

× Ma, Te

en Ma, Te

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Inagaki, Tetsuya

× Inagaki, Tetsuya

en Inagaki, Tetsuya

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Yoshida, Masato

× Yoshida, Masato

en Yoshida, Masato

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Ichino, Mayumi

× Ichino, Mayumi

en Ichino, Mayumi

Search repository
Tsuchikawa, Satoru

× Tsuchikawa, Satoru

en Tsuchikawa, Satoru

Search repository
アクセス権
アクセス権 open access
アクセス権URI http://purl.org/coar/access_right/c_abf2
権利
言語 en
権利情報 This version of the article has been accepted for publication, after peer review (when applicable) and is subject to Springer Nature’s AM terms of use, but is not the Version of Record and does not reflect post-acceptance improvements, or any corrections. The Version of Record is available online at: http://dx.doi.org/10.1007/s10570-021-04239-1
キーワード
主題Scheme Other
主題 Tensile strain of wood
キーワード
主題Scheme Other
主題 Non-destructive evaluation
キーワード
主題Scheme Other
主題 Spatially resolved spectroscopy
キーワード
主題Scheme Other
主題 Visible and short-wave light scattering
キーワード
主題Scheme Other
主題 Multivariate analysis
内容記述
内容記述 Strain measurement is critical for wood quality evaluation. Using conventional strain gauges constantly is high cost, also challenging to measure precious wood materials due to the use of strong adhesive. This study demonstrates the correlation between the light scattering degrees inside the wood during tension testing and their macroscopic strain values. A multifiber-based visible-near-infrared (Vis–NIR) spatially resolved spectroscopy (SRS) system was designed to rapidly and conveniently acquire such light scattering changes. For the preliminary experiment, samples with different thicknesses, from 2 to 5 mm, were measured to evaluate the influence of sample thickness. The differences in Vis–NIR SRS spectral data diminished with an increase in sample thickness, suggesting that the SRS method can successfully measure the wood samples' whole strain (i.e., surface and inside). Then, for the primary experiment, 18 wood samples were each prepared with approximately the same sample thickness of 2 mm and 5 mm to construct strain calibration models, respectively. The prediction accuracy of the 2-mm samples was characterized by a determination coefficient (R^2) of 0.81 with a root mean squared error (RMSE) of 343.54 με for leave-one-out cross-validation; for test validation, the validation accuracy was characterized by an R^2 of 0.76 and an RMSE of 395.35 με. For the validation accuracy of the 5-mm samples, R2val was 0.69 with 440.78 με RMSEval. Overall, the presented calibration results of the SRS approach were confirmed to be superior to the standard diffuse reflectance spectroscopy.
言語 en
内容記述タイプ Abstract
出版者
言語 en
出版者 Springer
言語
言語 eng
資源タイプ
資源タイプresource http://purl.org/coar/resource_type/c_6501
タイプ journal article
出版タイプ
出版タイプ AM
出版タイプResource http://purl.org/coar/version/c_ab4af688f83e57aa
関連情報
関連タイプ isVersionOf
識別子タイプ DOI
関連識別子 https://doi.org/10.1007/s10570-021-04239-1
収録物識別子
収録物識別子タイプ PISSN
収録物識別子 0969-0239
書誌情報 en : Cellulose

巻 28, 号 17, p. 10787-10801, 発行日 2021-11
ファイル公開日
日付 2022-11-01
日付タイプ Available
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