Matches in SemOpenAlex for { <https://semopenalex.org/work/W2130758020> ?p ?o ?g. }
Showing items 1 to 96 of
96
with 100 items per page.
- W2130758020 endingPage "5" @default.
- W2130758020 startingPage "1" @default.
- W2130758020 abstract "This paper developed a rapid and nondestructive method for quantitative analysis of a cheaper adulterant (wheat flour) in oat flour by NIR spectroscopy and chemometrics. Reflectance FT-NIR spectra in the range of 4000 to 12000 cm(-1) of 300 oat flour objects adulterated with wheat flour were measured. The doping levels of wheat flour ranged from 5% to 50% (w/w). To ensure the generalization performance of the method, both the oat and the wheat flour samples were collected from different producing areas and an incomplete unbalanced randomized block (IURB) design was performed to include the significant variations that may be encountered in future samples. Partial least squares regression (PLSR) was used to develop calibration models for predicting the levels of wheat flour. Different preprocessing methods including smoothing, taking second-order derivative (D2), and standard normal variate (SNV) transformation were investigated to improve the model accuracy of PLS. The root mean squared error of Monte Carlo cross-validation (RMSEMCCV) and root mean squared error of prediction (RMSEP) were 1.921 and 1.975 (%, w/w) by D2-PLS, respectively. The results indicate that NIR and chemometrics can provide a rapid method for quantitative analysis of wheat flour in oat flour." @default.
- W2130758020 created "2016-06-24" @default.
- W2130758020 creator A5006033623 @default.
- W2130758020 creator A5027334799 @default.
- W2130758020 creator A5047723390 @default.
- W2130758020 creator A5070881867 @default.
- W2130758020 creator A5086486425 @default.
- W2130758020 date "2014-01-01" @default.
- W2130758020 modified "2023-09-26" @default.
- W2130758020 title "Quantitative Analysis of Adulterations in Oat Flour by FT-NIR Spectroscopy, Incomplete Unbalanced Randomized Block Design, and Partial Least Squares" @default.
- W2130758020 cites W1964739881 @default.
- W2130758020 cites W1972600584 @default.
- W2130758020 cites W1987776527 @default.
- W2130758020 cites W1989537355 @default.
- W2130758020 cites W1997000159 @default.
- W2130758020 cites W2000628371 @default.
- W2130758020 cites W2006676204 @default.
- W2130758020 cites W2009250644 @default.
- W2130758020 cites W2016090370 @default.
- W2130758020 cites W2021873216 @default.
- W2130758020 cites W2029933059 @default.
- W2130758020 cites W2035730792 @default.
- W2130758020 cites W2041952279 @default.
- W2130758020 cites W2058701264 @default.
- W2130758020 cites W2062186844 @default.
- W2130758020 cites W2075780303 @default.
- W2130758020 cites W2087323883 @default.
- W2130758020 cites W2109606373 @default.
- W2130758020 cites W2163733496 @default.
- W2130758020 doi "https://doi.org/10.1155/2014/393596" @default.
- W2130758020 hasPubMedCentralId "https://www.ncbi.nlm.nih.gov/pmc/articles/4131071" @default.
- W2130758020 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/25143857" @default.
- W2130758020 hasPublicationYear "2014" @default.
- W2130758020 type Work @default.
- W2130758020 sameAs 2130758020 @default.
- W2130758020 citedByCount "15" @default.
- W2130758020 countsByYear W21307580202015 @default.
- W2130758020 countsByYear W21307580202016 @default.
- W2130758020 countsByYear W21307580202017 @default.
- W2130758020 countsByYear W21307580202020 @default.
- W2130758020 countsByYear W21307580202021 @default.
- W2130758020 countsByYear W21307580202022 @default.
- W2130758020 countsByYear W21307580202023 @default.
- W2130758020 crossrefType "journal-article" @default.
- W2130758020 hasAuthorship W2130758020A5006033623 @default.
- W2130758020 hasAuthorship W2130758020A5027334799 @default.
- W2130758020 hasAuthorship W2130758020A5047723390 @default.
- W2130758020 hasAuthorship W2130758020A5070881867 @default.
- W2130758020 hasAuthorship W2130758020A5086486425 @default.
- W2130758020 hasBestOaLocation W21307580201 @default.
- W2130758020 hasConcept C105795698 @default.
- W2130758020 hasConcept C144938864 @default.
- W2130758020 hasConcept C151304367 @default.
- W2130758020 hasConcept C165838908 @default.
- W2130758020 hasConcept C185592680 @default.
- W2130758020 hasConcept C18747219 @default.
- W2130758020 hasConcept C22354355 @default.
- W2130758020 hasConcept C3019985465 @default.
- W2130758020 hasConcept C31903555 @default.
- W2130758020 hasConcept C33923547 @default.
- W2130758020 hasConcept C43617362 @default.
- W2130758020 hasConceptScore W2130758020C105795698 @default.
- W2130758020 hasConceptScore W2130758020C144938864 @default.
- W2130758020 hasConceptScore W2130758020C151304367 @default.
- W2130758020 hasConceptScore W2130758020C165838908 @default.
- W2130758020 hasConceptScore W2130758020C185592680 @default.
- W2130758020 hasConceptScore W2130758020C18747219 @default.
- W2130758020 hasConceptScore W2130758020C22354355 @default.
- W2130758020 hasConceptScore W2130758020C3019985465 @default.
- W2130758020 hasConceptScore W2130758020C31903555 @default.
- W2130758020 hasConceptScore W2130758020C33923547 @default.
- W2130758020 hasConceptScore W2130758020C43617362 @default.
- W2130758020 hasLocation W21307580201 @default.
- W2130758020 hasLocation W21307580202 @default.
- W2130758020 hasLocation W21307580203 @default.
- W2130758020 hasLocation W21307580204 @default.
- W2130758020 hasLocation W21307580205 @default.
- W2130758020 hasOpenAccess W2130758020 @default.
- W2130758020 hasPrimaryLocation W21307580201 @default.
- W2130758020 hasRelatedWork W1974672306 @default.
- W2130758020 hasRelatedWork W2027168605 @default.
- W2130758020 hasRelatedWork W2036835112 @default.
- W2130758020 hasRelatedWork W2117028753 @default.
- W2130758020 hasRelatedWork W2130758020 @default.
- W2130758020 hasRelatedWork W2360304476 @default.
- W2130758020 hasRelatedWork W2467592970 @default.
- W2130758020 hasRelatedWork W3147000479 @default.
- W2130758020 hasRelatedWork W3197276842 @default.
- W2130758020 hasRelatedWork W4295367049 @default.
- W2130758020 hasVolume "2014" @default.
- W2130758020 isParatext "false" @default.
- W2130758020 isRetracted "false" @default.
- W2130758020 magId "2130758020" @default.
- W2130758020 workType "article" @default.