FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W1540153542> ?p ?o ?g. }

• W1540153542 endingPage "108" @default.
• W1540153542 startingPage "93" @default.
• W1540153542 abstract "[Abstract]: The ability to estimate and map grain protein in cereal crops prior to harvest can benefit Australian grain growers. Segregation of grain by protein content can take advantage of price premiums, as well as to retrospectively assess the effectiveness of nutrient application strategies. This paper explores the relationships between hyperspectral data and grain protein content (GPC) in wheat (Triticum aestivum), with a view of developing predictive regression models. Canopy-scale, ground-based measurements of hyperspectral reflectance were obtained from samples located in the Formatin district of the Darling Downs, Queensland, Australia. Using partial least squares (PLS) regression, we investigated if the raw reflectance spectra, transformed data, and spectral vegetation indices (SVIs) could adequately predict grain protein content. The results showed that there are high correlations (e.g. r2=0.86, r2=0.81, r2=0.80) between reflectance data and grain protein. Cross-validated and tested PLS regression models produced low root mean square error of prediction (RMSEP) values (e.g. 0.5 percent GPC) and high prediction accuracy (e.g. 92%), confirming the usefulness of narrow-band spectral data. Bands in the near infrared (NIR) region were the most significant variables in the prediction. Despite the slightly higher correlation coefficients of SVIs, their predictive power for grain protein estimation was generally comparable with those of the raw spectra when analysed using PLS regression." @default.
• W1540153542 created "2016-06-24" @default.
• W1540153542 creator A5004573971 @default.
• W1540153542 creator A5029659996 @default.
• W1540153542 creator A5053826776 @default.
• W1540153542 creator A5063356809 @default.
• W1540153542 creator A5072441755 @default.
• W1540153542 creator A5074793066 @default.
• W1540153542 creator A5079237639 @default.
• W1540153542 date "2006-03-01" @default.
• W1540153542 modified "2023-09-23" @default.
• W1540153542 title "Predicting grain protein content in wheat using hyperspectral sensing of in-season crop canopies and partial least squares regression" @default.
• W1540153542 cites W120340242 @default.
• W1540153542 cites W121901878 @default.
• W1540153542 cites W1552528174 @default.
• W1540153542 cites W1749794892 @default.
• W1540153542 cites W1971798222 @default.
• W1540153542 cites W1978931624 @default.
• W1540153542 cites W1991571876 @default.
• W1540153542 cites W1995843625 @default.
• W1540153542 cites W1996804133 @default.
• W1540153542 cites W1998581723 @default.
• W1540153542 cites W1999495967 @default.
• W1540153542 cites W2016529590 @default.
• W1540153542 cites W2022978586 @default.
• W1540153542 cites W2045125597 @default.
• W1540153542 cites W2063623478 @default.
• W1540153542 cites W2080842508 @default.
• W1540153542 cites W2085613837 @default.
• W1540153542 cites W2093842470 @default.
• W1540153542 cites W2098688983 @default.
• W1540153542 cites W2111947859 @default.
• W1540153542 cites W2137564764 @default.
• W1540153542 cites W2150140969 @default.
• W1540153542 cites W312905579 @default.
• W1540153542 cites W337132820 @default.
• W1540153542 cites W408305008 @default.
• W1540153542 hasPublicationYear "2006" @default.
• W1540153542 type Work @default.
• W1540153542 sameAs 1540153542 @default.
• W1540153542 citedByCount "2" @default.
• W1540153542 countsByYear W15401535422014 @default.
• W1540153542 countsByYear W15401535422021 @default.
• W1540153542 crossrefType "journal-article" @default.
• W1540153542 hasAuthorship W1540153542A5004573971 @default.
• W1540153542 hasAuthorship W1540153542A5029659996 @default.
• W1540153542 hasAuthorship W1540153542A5053826776 @default.
• W1540153542 hasAuthorship W1540153542A5063356809 @default.
• W1540153542 hasAuthorship W1540153542A5072441755 @default.
• W1540153542 hasAuthorship W1540153542A5074793066 @default.
• W1540153542 hasAuthorship W1540153542A5079237639 @default.
• W1540153542 hasConcept C101000010 @default.
• W1540153542 hasConcept C105795698 @default.
• W1540153542 hasConcept C108597893 @default.
• W1540153542 hasConcept C120665830 @default.
• W1540153542 hasConcept C121332964 @default.
• W1540153542 hasConcept C139945424 @default.
• W1540153542 hasConcept C152877465 @default.
• W1540153542 hasConcept C159078339 @default.
• W1540153542 hasConcept C205649164 @default.
• W1540153542 hasConcept C22354355 @default.
• W1540153542 hasConcept C33923547 @default.
• W1540153542 hasConcept C39432304 @default.
• W1540153542 hasConcept C48921125 @default.
• W1540153542 hasConcept C59822182 @default.
• W1540153542 hasConcept C62649853 @default.
• W1540153542 hasConcept C6557445 @default.
• W1540153542 hasConcept C83546350 @default.
• W1540153542 hasConcept C86803240 @default.
• W1540153542 hasConceptScore W1540153542C101000010 @default.
• W1540153542 hasConceptScore W1540153542C105795698 @default.
• W1540153542 hasConceptScore W1540153542C108597893 @default.
• W1540153542 hasConceptScore W1540153542C120665830 @default.
• W1540153542 hasConceptScore W1540153542C121332964 @default.
• W1540153542 hasConceptScore W1540153542C139945424 @default.
• W1540153542 hasConceptScore W1540153542C152877465 @default.
• W1540153542 hasConceptScore W1540153542C159078339 @default.
• W1540153542 hasConceptScore W1540153542C205649164 @default.
• W1540153542 hasConceptScore W1540153542C22354355 @default.
• W1540153542 hasConceptScore W1540153542C33923547 @default.
• W1540153542 hasConceptScore W1540153542C39432304 @default.
• W1540153542 hasConceptScore W1540153542C48921125 @default.
• W1540153542 hasConceptScore W1540153542C59822182 @default.
• W1540153542 hasConceptScore W1540153542C62649853 @default.
• W1540153542 hasConceptScore W1540153542C6557445 @default.
• W1540153542 hasConceptScore W1540153542C83546350 @default.
• W1540153542 hasConceptScore W1540153542C86803240 @default.
• W1540153542 hasIssue "1" @default.
• W1540153542 hasOpenAccess W1540153542 @default.
• W1540153542 hasRelatedWork W1940533278 @default.
• W1540153542 hasRelatedWork W1971798222 @default.
• W1540153542 hasRelatedWork W2001323604 @default.
• W1540153542 hasRelatedWork W2037386491 @default.
• W1540153542 hasRelatedWork W2046107558 @default.
• W1540153542 hasRelatedWork W2082273954 @default.
• W1540153542 hasRelatedWork W2083300790 @default.
• W1540153542 hasRelatedWork W2109116190 @default.
• W1540153542 hasRelatedWork W2128828902 @default.

• next