Floresta e Ambiente
https://www.floram.org/article/doi/10.1590/2179-8087.015917
Floresta e Ambiente
Original Article Wood Science and Technology

Influence of Age on the Discrimination of Tectona grandis by VIS/NIR Spectroscopy

Victor Gonçalves Cremonez; Ricardo Jorge Klitzke; Emilin Joma da Silva; Graciela Ines Bolzon de Muñiz; Silvana Nisgoski

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Abstract

ABSTRACT: Wood color and properties are variables among and within species, and fast and non-destructive techniques can be applied to their characterization, being also important in wood marketing and quality control. This paper evaluated the influence of age on the discrimination of Tectona grandis L.F. (teak) wood by VIS/NIR spectroscopy. Wood from three ages, with heartwood and sapwood, were studied, totaling 36 samples per age. Quantitative colorimetric data, based on CIELAB 1976, visible and NIR infrared spectra were collected from radial and tangential surfaces in five positions of each sample, in a total of 540 spectra. Both techniques were adequate for age discrimination in teak wood. Statistical differences were observed in the chromatic coordinates in heartwood and sapwood for each age. VIS/NIR spectroscopy can be applied for age discrimination based on teak solid samples and for wood quality control.

Keywords

spectroscopy, species characterization, wood discrimination

References

American Society for Testing and Materials – ASTM. ASTM E1655 – Standard practices for infrared multivariate, quantitative analysis. West Conshohocken: ASTM; 2000.

Amorim PGR, Gonçalez JC, Camargos JAA. Propriedades da madeira de Pinus caribaea e Eucalyptus grandis estimadas por colorimetria. Cerne 2013; 19(3): 461-466. http://dx.doi.org/10.1590/S0104-77602013000300013.

Associação Brasileira de Produtores de Florestas Plantadas – ABRAF. Anuário estatístico da ABRAF 2013: ano base 2012. Brasília: ABRAF; 2013. 142 p.

Barros SVS, Muñiz GIB, Matos JLM. Caracterização colorimétrica das madeiras de três espécies florestais da Amazônia. Cerne 2014; 20(3): 337-342. http://dx.doi.org/10.1590/01047760201420031421.

Bombardier V, Schmitt E. Fuzzy rule classifier: capability for generalization in wood color recognition. Engineering Applications of Artificial Intelligence 2010; 23(6): 978-988. http://dx.doi.org/10.1016/j.engappai.2010.05.001.

Braga JWB, Pastore TCM, Coradin VTR, Camargos JAA, Silva AR. The use of near infrared spectroscopy to identify solid wood specimens of Swietenia macrophylla. IAWA Journal 2011; 32(2): 285-296. http://dx.doi.org/10.1163/22941932-90000058.

Brunner M, Eugster R, Trenka E, Bergamin-Strotz L. FT-NIR spectroscopy and wood identification. Holzforschung 1996; 50(2): 130-134. http://dx.doi.org/10.1515/hfsg.1996.50.2.130.

Camargos JAA, Gonçalez JC. A colorimetria aplicada como instrumento na elaboração de uma tabela de cores de madeira. Brasil Florestal 2001; 20(71): 30-41.

Chagas SF, Evangelista WV, Silva JC, Carvalho AMML. Propriedades da madeira de teca de diferentes idades e oriundas de desbaste. Ciência da Madeira 2014; 5(2): 138-150.

Cremonez VG, Zen LR, Klitzke RJ, Rocha MP, França MC. Influence of the age on specific gravity and janka hardness in the wood of teak (Tectona grandis L.F.) for floor. Australian Journal of Basic and Applied Sciences 2015; 9(35): 300-305.

Crespo RG, Romero EJ, Cunuhay OS, Blanco GL, Fonseca CS. Análisis comparativo de las propriedades físico-mecánicas de la madera de teca (Tectona grandis L. F.) de Quevedo y Balzar. Maderas. Ciencia y tecnologia, Concepción 2008; 1(2): 55-63. http://dx.doi.org/10.18779/cyt.v1i2.23.

Garcia RA, Marinonio GB. Variação da cor da madeira de teca em função da densidade e do teor de extrativos. Floresta e Ambiente 2016; 23(1): 124-134. http://dx.doi.org/10.1590/2179-8087.035313.

Garcia RA, Oliveira NS, Nascimento AM, Souza NDS. Colorimetria de madeiras dos gêneros Eucalyptus e Corymbia e sua correlação com a densidade. Cerne 2014; 20(4): 509-517. http://dx.doi.org/10.1590/01047760201420041316.

Gonçalez JC, Janin G, Santoro ACS, Costa AF, Valle AT. Colorimetria quantitativa: uma técnica objetiva de determinar a cor da madeira. Brasil Florestal 2001; 20(72): 47-58.

Haupt M, Leithoff H, Meier D, Puls J, Richter HG, Faix O. Heartwood extractives and natural durability of plantation-grown teakwood (Tectona grandis LF.): a case study. Holz als Roh- und Werkstoff 2003; 61(6): 473-474. http://dx.doi.org/10.1007/s00107-003-0428-z.

Hein PRG, Chaix G. NIR spectral heritability: a promising tool for wood breeders? Journal of Near Infrared Spectroscopy 2014; 22(2): 141-147. http://dx.doi.org/10.1255/jnirs.1108.

Indústria Brasileira de Árvores – IBÁ. Relatório Ibá 2016 [online]. 2016 [cited 2016 Dec 1]. Available from: iba.org/images/shared/Biblioteca/IBA_RelatorioAnual2016_.pdf

Lopes JO, Garcia RA, Latorraca JVF, Nascimento AM. Alteração da cor da madeira de teca por tratamento térmico. Floresta e Ambiente 2014; 21(4): 521-534. http://dx.doi.org/10.1590/2179-8087.013612.

Milagres FR, Gomide JL, Magaton A, Fantuzzi H No. Influência da idade na geração de modelos de espectroscopia NIR, para predição de propriedades da madeira de Eucalyptus spp. Revista Árvore 2013; 37(6): 1165-1173. http://dx.doi.org/10.1590/S0100-67622013000600018.

Miranda I, Sousa V, Pereira H. Wood properties of teak (Tectona grandis) from a mature unmanaged stand in East Timor. Journal of Wood Science 2011; 57(3): 171-178. http://dx.doi.org/10.1007/s10086-010-1164-8.

Muñiz GIB, Magalhães WLE, Carneiro ME, Viana LC. Fundamentos e estado da arte da espectroscopia no infravermelho próximo no setor de base florestal. Ciência Florestal 2012; 22(4): 865-875. http://dx.doi.org/10.5902/198050987567.

Nisgoski S, Carneiro ME, Lengowski EC, Schardosin FZ, Muñiz GIB. Potential use of visible and near-infrared spectroscopy for pine species discrimination by examination of needles. Southern Forests 2015b; 77(4): 243-247. http://dx.doi.org/10.2989/20702620.2015.1052947.

Nisgoski S, Carneiro ME, Muñiz GIB. Influencia de la granulometria de la muestra en la discriminación de especies de Salix por infrarrojo cercano. Maderas. Ciencia y Tecnología 2015a; 17(1): 195-204.

Oliveira AA, Siqueira PH, Nisgoski S, Muñiz GIB, Ferreira JH. Identificação de madeiras utilizando a espectrometria no infravermelho próximo e redes neurais artificiais. Tema 2015; 16(2): 81-95. http://dx.doi.org/10.5540/tema.2015.016.02.0081.

Pasquini C. Near infrared spectroscopy: fundamentals, practical aspects and analytical applications. Journal of the Brazilian Chemical Society 2003; 14(2): 198-219. http://dx.doi.org/10.1590/S0103-50532003000200006.

Pastore TCM, Braga JWB, Coradin VTR, Magalhães WLE, Okino EYA, Camargos JAA et al. Near infrared spectroscopy (NIRS) as a potential tool for monitoring trade of similar woods: discrimination of true mahogany, cedar, andiroba and curupixá. Holzforshung 2011; 65(1): 73-80. http://dx.doi.org/10.1515/hf.2011.010.

Peng Z. Robust wood species recognition using variable color information. Optik (Stuttgart) 2013; 124(17): 2833-2836. http://dx.doi.org/10.1016/j.ijleo.2012.08.058.

Queiroz FLC, Gonçalez JC, Menezzi CHD, Ribeiro ES, Lima CM. Intemperismo artificial em lâminas de Tectona grandis tratadas com produtos de acabamento. Floresta e Ambiente 2016; 23(4): 573-581. http://dx.doi.org/10.1590/2179-8087.126315.

Sandak A, Sandak J, Negri M. Relationship between near-infrared (NIR) spectra and geographic provenance of timber. Wood Science and Technology 2011; 45(1): 35-48. http://dx.doi.org/10.1007/s00226-010-0313-y.

Schwanninger M, Rodrigues JC, Fackler K. A review of band assignments in near infrared spectra of wood and wood components. Journal of Near Infrared Spectroscopy 2011; 19(5): 287-308. http://dx.doi.org/10.1255/jnirs.955.

Thulasidas PK, Bhat KM. Log characteristics and sawn timber recovery of home-garden Teak from wet and dry localities of Kerala, India. Small-scale Forestry 2009; 8(1): 15-24. http://dx.doi.org/10.1007/s11842-008-9064-0.

Tsuchikawa S, Schwanninger M. A review of recent near-infrared research for wood and paper (Part 2). Applied Spectroscopy Reviews 2013; 48(7): 560-587. http://dx.doi.org/10.1080/05704928.2011.621079.
 

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