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Application of GRAS Compounds for the Control of Mould Growth on Scots Pine Sapwood Surfaces: Multivariate Modelling of Mould Grade

Olena Myronycheva; Faksawat Poohphajai; Margot Sehlstedt-Persson; Tommy Vikberg; Olov Karlsson; Helmut Junge; Dick Sandberg


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  <identifier identifierType="URL">https://zenodo.org/record/3376240</identifier>
  <creators>
    <creator>
      <creatorName>Olena Myronycheva</creatorName>
      <nameIdentifier nameIdentifierScheme="ORCID" schemeURI="http://orcid.org/">0000-0001-7864-8091</nameIdentifier>
      <affiliation>Luleå University of Technology</affiliation>
    </creator>
    <creator>
      <creatorName>Faksawat Poohphajai</creatorName>
      <affiliation>InnoRenew CoE; Luleå University of Technology</affiliation>
    </creator>
    <creator>
      <creatorName>Margot Sehlstedt-Persson</creatorName>
      <affiliation>Luleå University of Technology</affiliation>
    </creator>
    <creator>
      <creatorName>Tommy Vikberg</creatorName>
      <affiliation>RISE Research Institutes of Sweden</affiliation>
    </creator>
    <creator>
      <creatorName>Olov Karlsson</creatorName>
      <nameIdentifier nameIdentifierScheme="ORCID" schemeURI="http://orcid.org/">0000-0002-7711-9267</nameIdentifier>
      <affiliation>Luleå University of Technology</affiliation>
    </creator>
    <creator>
      <creatorName>Helmut Junge</creatorName>
      <affiliation>ABiTEP GmbH</affiliation>
    </creator>
    <creator>
      <creatorName>Dick Sandberg</creatorName>
      <nameIdentifier nameIdentifierScheme="ORCID" schemeURI="http://orcid.org/">0000-0002-4526-9391</nameIdentifier>
      <affiliation>Luleå University of Technology</affiliation>
    </creator>
  </creators>
  <titles>
    <title>Application of GRAS Compounds for the Control of Mould Growth on Scots Pine Sapwood Surfaces: Multivariate Modelling of Mould Grade</title>
  </titles>
  <publisher>Zenodo</publisher>
  <publicationYear>2019</publicationYear>
  <subjects>
    <subject>bacteria</subject>
    <subject>potassium silicate</subject>
    <subject>N-Alkylbensyldimethylammonium chloride</subject>
    <subject>wood</subject>
    <subject>fungi</subject>
    <subject>mould area</subject>
    <subject>PLS modeling</subject>
  </subjects>
  <dates>
    <date dateType="Issued">2019-08-21</date>
  </dates>
  <resourceType resourceTypeGeneral="Text">Journal article</resourceType>
  <alternateIdentifiers>
    <alternateIdentifier alternateIdentifierType="issn">1999-4907</alternateIdentifier>
    <alternateIdentifier alternateIdentifierType="url">https://zenodo.org/record/3376240</alternateIdentifier>
  </alternateIdentifiers>
  <relatedIdentifiers>
    <relatedIdentifier relatedIdentifierType="DOI" relationType="IsIdenticalTo">10.3390/f10090714</relatedIdentifier>
    <relatedIdentifier relatedIdentifierType="URL" relationType="IsPartOf">https://zenodo.org/communities/innorenew</relatedIdentifier>
  </relatedIdentifiers>
  <rightsList>
    <rights rightsURI="http://creativecommons.org/licenses/by/4.0/legalcode">Creative Commons Attribution 4.0 International</rights>
    <rights rightsURI="info:eu-repo/semantics/openAccess">Open Access</rights>
  </rightsList>
  <descriptions>
    <description descriptionType="Abstract">&lt;p&gt;In this study, the Generally Recognised as Safe (GRAS) compounds were applied in order to study mould-fungi growth on dried Scots pine sapwood. Background and Objectives: The transition to the use of more sustainable wood-material may be possible by applying GRAS compounds that can control and prevent contamination by primary colonising mould fungi. Materials and Methods: Kiln-dried sawn timber was treated with three different GRAS compounds, and different fungal inoculation methods applied in order to investigate differences in the development of fungal communities. Results: Substances based on potassium silicate significantly reduced fungal growth and mould contamination on the studied wood surfaces. By combining wood-surface treatments with GRAS compounds, fungal-area size as predictors and mould grade as response, a partial least squares (PLS) model that makes it possible to predict mould grade on wood surfaces was developed. The PLS model is a key component in the development of a smart grading-systems equipped by e.g. high-speed digital cameras for the early detection of fungal attack on wood surfaces in different applications. However, the measurements based on chemical characterisation should be the next step to take in order significantly to enhance the model and increase the range of robust applications. In the current study, a multivariate model describing the influence of each fungal-covering area on mould grade was presented for the first time.&lt;/p&gt;</description>
  </descriptions>
  <fundingReferences>
    <fundingReference>
      <funderName>European Commission</funderName>
      <funderIdentifier funderIdentifierType="Crossref Funder ID">10.13039/501100000780</funderIdentifier>
      <awardNumber awardURI="info:eu-repo/grantAgreement/EC/H2020/739574/">739574</awardNumber>
      <awardTitle>Renewable materials and healthy environments research and innovation centre of excellence</awardTitle>
    </fundingReference>
  </fundingReferences>
</resource>
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