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Title: Avaliação de espectrômetro NIR portátil e PLS-DA para a discriminação de seis espécies similares de madeiras amazônicas
Other Titles: Evaluation of a NIR handheld device and PLS-DA for discrimination of six similar amazonian wood species
Authors: Soares, Liz F.
Silva, Diego C. da
Bergo, Maria Cecília Jorge
Coradin, Vera Terezinha Rauber
Braga, Jez Willian Batista
Pastore, Tereza Cristina Monteiro
Assunto:: Mogno
Madeira - Amazônia
Issue Date: May-2017
Publisher: Sociedade Brasileira de Química
Citation: SOARES, Liz F. et al. Avaliação de espectrômetro NIR portátil e PLS-DA para a discriminação de seis espécies similares de madeiras amazônicas. Química Nova, São Paulo, v. 40, n. 4, p. 418-426, maio 2017. Disponível em: <http://www.scielo.br/scielo.php?script=sci_arttext&pid=S0100-40422017000400418&lng=en&nrm=iso>. Acesso em: 21 fev. 2018. doi: http://dx.doi.org/10.21577/0100-4042.20170014.
Abstract: Supervising wood exploitation can be very challenging due to the existence of many similar species and the reduced number of wood identification experts to meet the demand. There is evidence that valuable endangered wood species are being smuggled disguised as other species. Near infrared spectroscopy (NIRS) and chemometrics has been successfully used to discriminate between Amazonian wood species using high resolution instruments. In this study, a handheld spectrometer was evaluated for the discrimination of six visually similar tropical wood species using PLS-DA. Woods of mahogany (Swietenia macrophylla) and cedar (Cedrela odorata), both high value tropical timber species included in Appendixes II and III of the CITES, respectively; crabwood (Carapa guianensis); cedrinho (Erisma uncinatum); curupixá (Micropholis melinoniana); and jatobá (Hymenea coubaril). The data for model development and validation take into account both laboratory and field measurements. Outlier exclusion was performed based on Hotelling T2, residuals Q and errors in the estimated class values. The efficiency rates were higher than 90% for all species, showing that the handheld NIR combined with PLS-DA succeeded in discriminate between these species. These results stimulate the application of handheld NIR spectrometers in the supervision of wood exploitation, which can contribute to the species preservation.
Licença:: Química Nova - Este é um artigo publicado em acesso aberto (Open Access) sob a licença Creative Commons Attribution, que permite uso, distribuição e reprodução em qualquer meio, sem restrições desde que o trabalho original seja corretamente citado (CC BY 4.0). Fonte: http://www.scielo.br/scielo.php?script=sci_arttext&pid=S0100-40422017000400418&lng=en&nrm=iso. Acesso em: 21 fev. 2018.
DOI: http://dx.doi.org/10.21577/0100-4042.20170014
Appears in Collections:IQ - Artigos publicados em periódicos

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