Determination of protein and gluten quality-related parameters of wheat flour using near-infrared reflectance spectroscopy (NIRS); [Yakın Kızılötesi Spektroskopisi (NIRS) kullanarak buǧday unlarının protein ve glutenle ilgili kalite parametrelerinin belirlenmesi]

MakaleAçık ErişimScopus SJRQ2
  • SDG 2 · Açlığa Son

Özet

Wet chemistry analyses done for quality control purposes in wheat and flour processing are time-consuming. Near-infrared spectroscopy (NIRS) as an alternative technology to conventional methods allows us to obtain results in a few seconds. In this study, NIRS was used in the development of calibration models for protein, wet and dry gluten contents and Zeleny sedimentation of flours from the grinding of 120 varieties of bread wheat collected from different regions of Turkey. Therefore, spectra in the range of 1100 to 2500 nm of the flours were acquired by scanning with the NIRSystems 6500 monochromator. Multiple linear regression (MLR) and partial least squares (PLS) regression were applied to the spectral data in log 1/R, and first derivative and second derivative of log 1/R formats. Reasonable results were obtained for protein, wet and dry gluten contents, and Zeleny sedimentation with r = 0.985, 0.976, 0.953, and 0.924, respectively.

Anahtar Kelimeler

RDL Kalıcı Bağlantı (PID)
https://rdlopen.rawdatalibrary.net/r/bayburt/14012Resmi atıflarda kullanılan kalıcı adres
DOI
https://doi.org/10.3906/tar-0912-507Yayıncı resmi DOI adresi
İndeks kayıtları
Kaydın indeks veri tabanlarındaki sayfası (aktarımda alınan kayıt numarasıyla). Erişim, indeksin kendi koşullarına bağlıdır.
Atıflar
Scopus
41
WoS
38
OpenAlex
52
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Tam Kayıt
AlanDeğerDil
dc.contributor.authorBaşlar, Mehmet
dc.contributor.authorErtugay, Mustafa Fatih
dc.date.accessioned2026-10-29T19:11:46.655559418Z
dc.date.available2026-10-29T19:11:46.655559418Z
dc.date.issued2011
dc.description.abstractWet chemistry analyses done for quality control purposes in wheat and flour processing are time-consuming. Near-infrared spectroscopy (NIRS) as an alternative technology to conventional methods allows us to obtain results in a few seconds. In this study, NIRS was used in the development of calibration models for protein, wet and dry gluten contents and Zeleny sedimentation of flours from the grinding of 120 varieties of bread wheat collected from different regions of Turkey. Therefore, spectra in the range of 1100 to 2500 nm of the flours were acquired by scanning with the NIRSystems 6500 monochromator. Multiple linear regression (MLR) and partial least squares (PLS) regression were applied to the spectral data in log 1/R, and first derivative and second derivative of log 1/R formats. Reasonable results were obtained for protein, wet and dry gluten contents, and Zeleny sedimentation with r = 0.985, 0.976, 0.953, and 0.924, respectively.
dc.description.sponsorshipAtaturk University
dc.identifier.doi10.3906/tar-0912-507
dc.identifier.eissn1303-6173
dc.identifier.endpage144
dc.identifier.issn1300-011X
dc.identifier.issue2
dc.identifier.scopus2-s2.0-79953194828
dc.identifier.startpage139
dc.identifier.urihttps://rdlopen.rawdatalibrary.net/r/bayburt/14012
dc.identifier.volume35
dc.identifier.wosWOS:000290553200004
dc.language.isotr
dc.publisherTurkiye Klinikleri
dc.relation.ispartofTurkish Journal of Agriculture and Forestry
dc.rightsinfo:eu-repo/semantics/openAccess
dc.subjectGluten
dc.subjectNIRS
dc.subjectProtein
dc.subjectZeleny sedimentation
dc.subject.classificationAgriculture, Multidisciplinary
dc.subject.classificationAgronomy
dc.subject.classificationForestry
dc.subject.classificationAgriculture
dc.subject.otherTurkey
dc.subject.otherTriticum aestivum
dc.subject.otherChemical analysis
dc.subject.otherInfrared devices
dc.subject.otherLeast squares approximations
dc.subject.otherLinear regression
dc.subject.otherNear infrared spectroscopy
dc.subject.otherSedimentation
dc.subject.otherAlternative technologies
dc.subject.otherDetermination of proteins
dc.subject.otherGluten
dc.subject.otherMultiple linear regressions
dc.subject.otherNear infrared reflectance spectroscopy
dc.subject.otherNIRS
dc.subject.otherPartial least-squares regression
dc.subject.otherWet chemistry analysis
dc.subject.otherinfrared spectroscopy
dc.subject.otherleast squares method
dc.subject.otherprotein
dc.subject.otherquality control
dc.subject.otherregression analysis
dc.subject.otherwheat
dc.subject.otherProteins
dc.titleDetermination of protein and gluten quality-related parameters of wheat flour using near-infrared reflectance spectroscopy (NIRS); [Yakın Kızılötesi Spektroskopisi (NIRS) kullanarak buǧday unlarının protein ve glutenle ilgili kalite parametrelerinin belirlenmesi]
dc.typeArticle
rdl.citation.openalex52
rdl.citation.scopus41
rdl.citation.wos38
rdl.oa.statusclosed
rdl.oa.statusgold
rdl.oa.urlhttps://doi.org/10.3906/tar-0912-507
rdl.scopus.quartileQ2
rdl.sdgSDG02
rdl.source.indexSCOPUS
rdl.source.indexWOS
rdl.wos.indexScience Citation Index Expanded (SCI-EXPANDED)