Skip to main content
Erschienen in: Wood Science and Technology 5/2014

01.09.2014 | Original

Spectral image database for observing the quality of Nordic sawn timbers

verfasst von: Tapani Hirvonen, Joni Orava, Niko Penttinen, Katri Luostarinen, Markku Hauta-Kasari, Mika Sorjonen, Kai-Erik Peiponen

Erschienen in: Wood Science and Technology | Ausgabe 5/2014

Einloggen

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

In this study, a comprehensive spectral image database of Nordic sawn timbers for public use was measured. Economically significant Finnish wood species birch (Betula sp.), Norway spruce (Picea abies) and Scots pine (Pinus sylvestris) were chosen for inclusion in the database. The total of samples was 107 containing heartwood, sapwood, decayed wood, blue stain, mold, resin, early wood, late wood, knots, cracks, pith, reaction wood and bark. Board and crosscut samples were measured in frozen, melted and room-dried conditions. The reflectance of samples was measured over a 300- to 2,500-nm wavelength range. Additionally, the photoluminescence of samples excited by an ultraviolet B light source was measured. The spot size used was 250 μm with an 80 mm \(\times \) 200 mm imaging area, and produced all in all 44 million spectra. In this paper, examples of the possibilities of this spectral image database as a means of detection of the spatial distribution of aromatic lignin and the moisture content (MC) of nonfrozen timber were introduced and provided. From the results, it was found that it was possible to detect the lignin distribution from spectral images, and simple and robust methods for wood MC estimations were also introduced.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Literatur
Zurück zum Zitat Antikainen J, Hirvonen T, Kinnunen J, Hauta-Kasari M (2012) Heartwood detection for scotch pine by fluorescence image analysis. Holzforschung 66:877–881CrossRef Antikainen J, Hirvonen T, Kinnunen J, Hauta-Kasari M (2012) Heartwood detection for scotch pine by fluorescence image analysis. Holzforschung 66:877–881CrossRef
Zurück zum Zitat Bowers S, Hanks R (1965) Reflection of radiant energy from soils. Soil Sci 100(2):130–138CrossRef Bowers S, Hanks R (1965) Reflection of radiant energy from soils. Soil Sci 100(2):130–138CrossRef
Zurück zum Zitat Donaldson L, Radotić K, Kalauzi A, Djikanović D, Jeremić M (2010) Quantification of compression wood severity in tracheids of Pinus radiata D. don using confocal fluorescence imaging and spectral deconvolution. J Struct Biol 169(1):106–115PubMedCrossRef Donaldson L, Radotić K, Kalauzi A, Djikanović D, Jeremić M (2010) Quantification of compression wood severity in tracheids of Pinus radiata D. don using confocal fluorescence imaging and spectral deconvolution. J Struct Biol 169(1):106–115PubMedCrossRef
Zurück zum Zitat Draper NR, Smith H (1966) Applied regression analysis. Wiley, New York Draper NR, Smith H (1966) Applied regression analysis. Wiley, New York
Zurück zum Zitat Fujimoto T, Kurata Y, Matsumoto K, Tsuchikawa S (2010) Feasibility of near-infrared spectroscopy for on-line grading of sawn lumber. Appl Spectrosc 64(1):92–99PubMedCrossRef Fujimoto T, Kurata Y, Matsumoto K, Tsuchikawa S (2010) Feasibility of near-infrared spectroscopy for on-line grading of sawn lumber. Appl Spectrosc 64(1):92–99PubMedCrossRef
Zurück zum Zitat Hirvonen T, Penttinen N, Hauta-Kasari M, Sorjonen M, Peiponen KE (2013) A wide spectral range reflectance and luminescence imaging system. Sensors 13(11):14500–14510PubMedCentralPubMedCrossRef Hirvonen T, Penttinen N, Hauta-Kasari M, Sorjonen M, Peiponen KE (2013) A wide spectral range reflectance and luminescence imaging system. Sensors 13(11):14500–14510PubMedCentralPubMedCrossRef
Zurück zum Zitat Jones PD, Schimleck LR, Peter GF, Daniels RF, Clark A III (2006) Nondestructive estimation of wood chemical composition of sections of radial wood strips by diffuse reflectance near infrared spectroscopy. Wood Sci Technol 40(8):709–720CrossRef Jones PD, Schimleck LR, Peter GF, Daniels RF, Clark A III (2006) Nondestructive estimation of wood chemical composition of sections of radial wood strips by diffuse reflectance near infrared spectroscopy. Wood Sci Technol 40(8):709–720CrossRef
Zurück zum Zitat Kärkkäinen M (2003) Puutieteen perusteet (Principles of wood science). Karisto Oy, Hämeenlinna Kärkkäinen M (2003) Puutieteen perusteet (Principles of wood science). Karisto Oy, Hämeenlinna
Zurück zum Zitat Kelley SS, Rials TG, Snell R, Groom LH, Sluiter A (2004) Use of near infrared spectroscopy to measure the chemical and mechanical properties of solid wood. Wood Sci Technol 38(4):257–276CrossRef Kelley SS, Rials TG, Snell R, Groom LH, Sluiter A (2004) Use of near infrared spectroscopy to measure the chemical and mechanical properties of solid wood. Wood Sci Technol 38(4):257–276CrossRef
Zurück zum Zitat Leblon B, Adedipe O, Hans G, Haddadi A, Tsuchikawa S, Burger J, Stirling R, Pirouz Z, Groves K, Nader J et al (2013) A review of near-infrared spectroscopy for monitoring moisture content and density of solid wood. For Chron 89(5):595–606CrossRef Leblon B, Adedipe O, Hans G, Haddadi A, Tsuchikawa S, Burger J, Stirling R, Pirouz Z, Groves K, Nader J et al (2013) A review of near-infrared spectroscopy for monitoring moisture content and density of solid wood. For Chron 89(5):595–606CrossRef
Zurück zum Zitat Lebow PK, Brunner CC, Maristany AG, Butler DA (1996) Classification of wood surface features by spectral reflectance. Wood Fiber Sci 28(1):74–90 Lebow PK, Brunner CC, Maristany AG, Butler DA (1996) Classification of wood surface features by spectral reflectance. Wood Fiber Sci 28(1):74–90
Zurück zum Zitat Mohebby B (2005) Attenuated total reflection infrared spectroscopy of white-rot decayed beech wood. Int Biodeterior Biodegrad 55(4):247–251CrossRef Mohebby B (2005) Attenuated total reflection infrared spectroscopy of white-rot decayed beech wood. Int Biodeterior Biodegrad 55(4):247–251CrossRef
Zurück zum Zitat Naumann A, Navarro-González M, Peddireddi S, Kües U, Polle A (2005) Fourier transform infrared microscopy and imaging: detection of fungi in wood. Fungal Genet Biol 42(10):829–835PubMedCrossRef Naumann A, Navarro-González M, Peddireddi S, Kües U, Polle A (2005) Fourier transform infrared microscopy and imaging: detection of fungi in wood. Fungal Genet Biol 42(10):829–835PubMedCrossRef
Zurück zum Zitat Pandey K, Pitman A (2003) Ftir studies of the changes in wood chemistry following decay by brown-rot and white-rot fungi. Int Biodeterior Biodegrad 52(3):151–160CrossRef Pandey K, Pitman A (2003) Ftir studies of the changes in wood chemistry following decay by brown-rot and white-rot fungi. Int Biodeterior Biodegrad 52(3):151–160CrossRef
Zurück zum Zitat Pandey K, Upreti N, Srinivasan V (1998) A fluorescence spectroscopic study on wood. Wood Sci Technol 32(4):309–315CrossRef Pandey K, Upreti N, Srinivasan V (1998) A fluorescence spectroscopic study on wood. Wood Sci Technol 32(4):309–315CrossRef
Zurück zum Zitat Piuri V, Scotti F (2010) Design of an automatic wood types classification system by using fluorescence spectra. IEEE Trans Syst Man Cybern Part C Appl Rev 40(3):358–366CrossRef Piuri V, Scotti F (2010) Design of an automatic wood types classification system by using fluorescence spectra. IEEE Trans Syst Man Cybern Part C Appl Rev 40(3):358–366CrossRef
Zurück zum Zitat Poke FS, Wright JK, Raymond CA (2004) Predicting extractives and lignin contents in eucalyptus globulus using near infrared reflectance analysis. J Wood Chem Technol 24(1):55–67CrossRef Poke FS, Wright JK, Raymond CA (2004) Predicting extractives and lignin contents in eucalyptus globulus using near infrared reflectance analysis. J Wood Chem Technol 24(1):55–67CrossRef
Zurück zum Zitat Soukupova J, Rock B, Albrechtova J (2002) Spectral characteristics of lignin and soluble phenolics in the near infrared—a comparative study. Int J Remote Sens 23(15):3039–3055CrossRef Soukupova J, Rock B, Albrechtova J (2002) Spectral characteristics of lignin and soluble phenolics in the near infrared—a comparative study. Int J Remote Sens 23(15):3039–3055CrossRef
Zurück zum Zitat Terdwongworakul A, Punsuwan V, Thanapase W, Tsuchikawa S (2005) Rapid assessment of wood chemical properties and pulp yield of Eucalyptus camaldulensis in thailand tree plantations by near infrared spectroscopy for improving wood selection for high quality pulp. J Wood Sci 51(2):167–171CrossRef Terdwongworakul A, Punsuwan V, Thanapase W, Tsuchikawa S (2005) Rapid assessment of wood chemical properties and pulp yield of Eucalyptus camaldulensis in thailand tree plantations by near infrared spectroscopy for improving wood selection for high quality pulp. J Wood Sci 51(2):167–171CrossRef
Zurück zum Zitat Thygesen L, Lundqvist S (2000) NIR measurement of moisture content in wood under unstable temperature conditions. Part 1. Thermal effects in near infrared spectra of wood. J Near Infrared Spectrosc 8(3):183–189CrossRef Thygesen L, Lundqvist S (2000) NIR measurement of moisture content in wood under unstable temperature conditions. Part 1. Thermal effects in near infrared spectra of wood. J Near Infrared Spectrosc 8(3):183–189CrossRef
Zurück zum Zitat Tsuchikawa S (2007) A review of recent near infrared research for wood and paper. Appl Spectrosc Rev 42(1):43–71CrossRef Tsuchikawa S (2007) A review of recent near infrared research for wood and paper. Appl Spectrosc Rev 42(1):43–71CrossRef
Zurück zum Zitat Tsuchikawa S, Inoue K, Noma J, Hayashi K (2003) Application of near-infrared spectroscopy to wood discrimination. J Wood Sci 49(1):0029–0035CrossRef Tsuchikawa S, Inoue K, Noma J, Hayashi K (2003) Application of near-infrared spectroscopy to wood discrimination. J Wood Sci 49(1):0029–0035CrossRef
Zurück zum Zitat Via BK, So CL, Eckhardt LG, Shupe TF, Groom LH, Stine M (2008) Response of near infrared diffuse reflectance spectra to blue stain and wood age. J Near Infrared Spectrosc 16(1):71–74CrossRef Via BK, So CL, Eckhardt LG, Shupe TF, Groom LH, Stine M (2008) Response of near infrared diffuse reflectance spectra to blue stain and wood age. J Near Infrared Spectrosc 16(1):71–74CrossRef
Zurück zum Zitat Yang SY, Han Y, Chang YS, Kim KM, Choi IG, Yeo H (2013) Moisture content prediction below and above fiber saturation point by partial least squares regression analysis on near infrared absorption spectra of Korean pine. Wood Fiber Sci 45(4):415–422 Yang SY, Han Y, Chang YS, Kim KM, Choi IG, Yeo H (2013) Moisture content prediction below and above fiber saturation point by partial least squares regression analysis on near infrared absorption spectra of Korean pine. Wood Fiber Sci 45(4):415–422
Zurück zum Zitat Yeh TF, Hm Chang, Kadla JF (2004) Rapid prediction of solid wood lignin content using transmittance near-infrared spectroscopy. J Agric Food Chem 52(6):1435–1439PubMedCrossRef Yeh TF, Hm Chang, Kadla JF (2004) Rapid prediction of solid wood lignin content using transmittance near-infrared spectroscopy. J Agric Food Chem 52(6):1435–1439PubMedCrossRef
Metadaten
Titel
Spectral image database for observing the quality of Nordic sawn timbers
verfasst von
Tapani Hirvonen
Joni Orava
Niko Penttinen
Katri Luostarinen
Markku Hauta-Kasari
Mika Sorjonen
Kai-Erik Peiponen
Publikationsdatum
01.09.2014
Verlag
Springer Berlin Heidelberg
Erschienen in
Wood Science and Technology / Ausgabe 5/2014
Print ISSN: 0043-7719
Elektronische ISSN: 1432-5225
DOI
https://doi.org/10.1007/s00226-014-0655-y

Weitere Artikel der Ausgabe 5/2014

Wood Science and Technology 5/2014 Zur Ausgabe