publication . Article . Other literature type . 2020

Development of Low-Cost Portable Spectrometers for Detection of Wood Defects

Jakub Sandak; Anna Sandak; Andreas Zitek; Barbara Hintestoisser; Gianni Picchi;
Open Access
Abstract
<jats:p>Portable spectroscopic instruments are an interesting alternative for in-field and on-line measurements. However, the practical implementation of visible-near infrared (VIS-NIR) portable sensors in the forest sector is challenging due to operation in harsh environmental conditions and natural variability of wood itself. The objective of this work was to use spectroscopic methods as an alternative to visual grading of wood quality. Three portable spectrometers covering visible and near infrared range were used for the detection of selected naturally occurring wood defects, such as knots, decay, resin pockets and reaction wood. Measurements were performed ...
Persistent Identifiers
Subjects
free text keywords: NIR spectroscopy, wood defects, portable instruments, in-filed measurement, Electrical and Electronic Engineering, Analytical Chemistry, Atomic and Molecular Physics, and Optics, Biochemistry, Article, lcsh:Chemical technology, lcsh:TP1-1185, Computer hardware, business.industry, business, Serial port, Spectrometer, Lens (optics), law.invention, law, USB, Arduino, Near-infrared spectroscopy, Control theory, Computer science, Hyperspectral imaging
Funded by
EC| InnoRenew CoE
Project
InnoRenew CoE
Renewable materials and healthy environments research and innovation centre of excellence
  • Funder: European Commission (EC)
  • Project Code: 739574
  • Funding stream: H2020 | SGA-CSA
Download fromView all 6 versions
ZENODO
Article . 2020
Provider: ZENODO
Sensors
Article . 2020
Sensors
Article . 2020
Provider: Crossref
43 references, page 1 of 3

Scaling Manual.

Pollini, C.. Manuale per la Classificazione Visuale Qualitativa del Legno Tondo di Abete Rosso, Abete Bianco e Larice. 2006: 112

Sandak, A., Sandak, J., Böhm, K., Zitek, A., Hintestoisser, B.. Near infrared spectroscopy as a tool for in-field determination of log/biomass quality index in mountain forests. J. Near Infrared Spectrosc.. 2016; 24: 587-594 [OpenAIRE] [DOI]

Schimleck, L.R., Matos, J.L.M., Trianoski, R., Prata, J.G.. Comparison of Methods for Estimating Mechanical Properties of Wood by NIR Spectroscopy. J. Spectrosc.. 2018; 2018: 4823285 [OpenAIRE] [DOI]

Lengowski, E.C., Muñiz, G., de Klock, U., Nisgoski, S.. Potential use of NIR and visible spectroscopy to analyze chemical properties of thermally treated wood. Maderas. Cienciay Tecnol.. 2018; 20: 627-640 [OpenAIRE] [DOI]

Schimleck, L., Antony, F., Mora, C., Dahlen, J.. Comparison of Whole-Tree Wood Property Maps for 13- and 22-Year-Old Loblolly Pine. Forests. 2018; 9 [OpenAIRE] [DOI]

Li, Y., Via, B.K., Cheng, Q., Zhao, J., Li, Y.. New Pretreatment Methods for Visible–Near-Infrared Calibration Modeling of Air-Dry Density of Ulmus pumila Wood. For. Prod. J.. 2019; 69: 188-194

Andrade, C.R., Trugilho, P.F., Napoli, A., da Silva Vieira, R., Lima, J.T., de Sousa, L.C.. Estimation of the mechanical properties of wood from Eucalyptus urophylla using near infrared spectroscopy. Cerne. 2010; 16: 291-298 [DOI]

Meder, R.. Near infrared spectroscopy: Seeing the wood in the trees. NIR News. 2016; 27: 26-28 [OpenAIRE] [DOI]

Sandak, J., Sandak, A., Meder, R.. Assessing trees, wood and derived products with NIR spectroscopy: Hints and tips. J. Near Infrared Spectrosc.. 2016; 24: 485-505 [OpenAIRE] [DOI]

Hein, P.R.G., Pakkanen, H.K., Santos, A.A.D.. Challenges in the use of Near Infrared Spectroscopy for improving wood quality: A review. For. Syst.. 2017; 26: 10 [OpenAIRE] [DOI]

Schimleck, L.. Near infrared spectroscopy: A rapid non-destructive method for measuring wood properties and its application to tree breeding. N. Z. J. For. Sci.. 2008; 38: 14-35

Meder, R., Brawner, J.T., Downes, G.M., Ebdon, N.. Towards the in-forest analysis of Kraft pulp yield: Comparing the in-laboratory performance of laboratory and handheld instruments and their value in screening breeding trials. J. Near Infrared Spectrosc.. 2001; 19: 5

Meder, R.. The magnitude of tree breeding and the role of near infrared spectroscopy. NIR News. 2015; 26: 3 [OpenAIRE] [DOI]

Li, Y., Via, B.K., Cheng, Q., Li, Y.. Lifting Wavelet Transform De-noising for Model Optimization of Vis-NIR Spectroscopy to Predict Wood Tracheid Length in Trees. Sensors. 2018; 18 [OpenAIRE] [PubMed] [DOI]

43 references, page 1 of 3
Abstract
<jats:p>Portable spectroscopic instruments are an interesting alternative for in-field and on-line measurements. However, the practical implementation of visible-near infrared (VIS-NIR) portable sensors in the forest sector is challenging due to operation in harsh environmental conditions and natural variability of wood itself. The objective of this work was to use spectroscopic methods as an alternative to visual grading of wood quality. Three portable spectrometers covering visible and near infrared range were used for the detection of selected naturally occurring wood defects, such as knots, decay, resin pockets and reaction wood. Measurements were performed ...
Persistent Identifiers
Subjects
free text keywords: NIR spectroscopy, wood defects, portable instruments, in-filed measurement, Electrical and Electronic Engineering, Analytical Chemistry, Atomic and Molecular Physics, and Optics, Biochemistry, Article, lcsh:Chemical technology, lcsh:TP1-1185, Computer hardware, business.industry, business, Serial port, Spectrometer, Lens (optics), law.invention, law, USB, Arduino, Near-infrared spectroscopy, Control theory, Computer science, Hyperspectral imaging
Funded by
EC| InnoRenew CoE
Project
InnoRenew CoE
Renewable materials and healthy environments research and innovation centre of excellence
  • Funder: European Commission (EC)
  • Project Code: 739574
  • Funding stream: H2020 | SGA-CSA
Download fromView all 6 versions
ZENODO
Article . 2020
Provider: ZENODO
Sensors
Article . 2020
Sensors
Article . 2020
Provider: Crossref
43 references, page 1 of 3

Scaling Manual.

Pollini, C.. Manuale per la Classificazione Visuale Qualitativa del Legno Tondo di Abete Rosso, Abete Bianco e Larice. 2006: 112

Sandak, A., Sandak, J., Böhm, K., Zitek, A., Hintestoisser, B.. Near infrared spectroscopy as a tool for in-field determination of log/biomass quality index in mountain forests. J. Near Infrared Spectrosc.. 2016; 24: 587-594 [OpenAIRE] [DOI]

Schimleck, L.R., Matos, J.L.M., Trianoski, R., Prata, J.G.. Comparison of Methods for Estimating Mechanical Properties of Wood by NIR Spectroscopy. J. Spectrosc.. 2018; 2018: 4823285 [OpenAIRE] [DOI]

Lengowski, E.C., Muñiz, G., de Klock, U., Nisgoski, S.. Potential use of NIR and visible spectroscopy to analyze chemical properties of thermally treated wood. Maderas. Cienciay Tecnol.. 2018; 20: 627-640 [OpenAIRE] [DOI]

Schimleck, L., Antony, F., Mora, C., Dahlen, J.. Comparison of Whole-Tree Wood Property Maps for 13- and 22-Year-Old Loblolly Pine. Forests. 2018; 9 [OpenAIRE] [DOI]

Li, Y., Via, B.K., Cheng, Q., Zhao, J., Li, Y.. New Pretreatment Methods for Visible–Near-Infrared Calibration Modeling of Air-Dry Density of Ulmus pumila Wood. For. Prod. J.. 2019; 69: 188-194

Andrade, C.R., Trugilho, P.F., Napoli, A., da Silva Vieira, R., Lima, J.T., de Sousa, L.C.. Estimation of the mechanical properties of wood from Eucalyptus urophylla using near infrared spectroscopy. Cerne. 2010; 16: 291-298 [DOI]

Meder, R.. Near infrared spectroscopy: Seeing the wood in the trees. NIR News. 2016; 27: 26-28 [OpenAIRE] [DOI]

Sandak, J., Sandak, A., Meder, R.. Assessing trees, wood and derived products with NIR spectroscopy: Hints and tips. J. Near Infrared Spectrosc.. 2016; 24: 485-505 [OpenAIRE] [DOI]

Hein, P.R.G., Pakkanen, H.K., Santos, A.A.D.. Challenges in the use of Near Infrared Spectroscopy for improving wood quality: A review. For. Syst.. 2017; 26: 10 [OpenAIRE] [DOI]

Schimleck, L.. Near infrared spectroscopy: A rapid non-destructive method for measuring wood properties and its application to tree breeding. N. Z. J. For. Sci.. 2008; 38: 14-35

Meder, R., Brawner, J.T., Downes, G.M., Ebdon, N.. Towards the in-forest analysis of Kraft pulp yield: Comparing the in-laboratory performance of laboratory and handheld instruments and their value in screening breeding trials. J. Near Infrared Spectrosc.. 2001; 19: 5

Meder, R.. The magnitude of tree breeding and the role of near infrared spectroscopy. NIR News. 2015; 26: 3 [OpenAIRE] [DOI]

Li, Y., Via, B.K., Cheng, Q., Li, Y.. Lifting Wavelet Transform De-noising for Model Optimization of Vis-NIR Spectroscopy to Predict Wood Tracheid Length in Trees. Sensors. 2018; 18 [OpenAIRE] [PubMed] [DOI]

43 references, page 1 of 3
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