FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2985712781> ?p ?o ?g. }

• W2985712781 endingPage "111067" @default.
• W2985712781 startingPage "111067" @default.
• W2985712781 abstract "Visible-near infrared spectroscopy (vis-NIRS) technology has been broadly and effectively implemented in the measurements of internal quality for food and agricultural products, coupled with the most common partial least square (PLS) modeling method. However, only the top latent variables (LVs) are employed in this optimized PLS model, and the residual LVs are discarded, resulting in the loss of spectral information. In this study, soluble solids content (SSC) of ‘Yunhe’ pears was non-invasively measured by a miniature vis-NIRS device in interactance spectral reading mode, coupled with a fusion modeling strategy based on two member models. One model was the optimized PLS model with the first 12 LVs, generally aiming at minimizing the root mean square errors of cross-validation (RMSECV) in the stage of calibrating the model, and the other was the derived multiple linear regression (MLR) model, which was developed with the remaining 8 LVs. These 20 LVs utilized in the PLS model accumulated over 99.99 % of the original spectral information. Two fusion strategies, including stacked fusion and the deviation fusion, were comparatively employed to fuse the above two member models. The deviation consensus model provided the weightings of 0.9077 and 0.0923 for the PLS and MLR model, respectively, and performed better than that of any univocal model or the stacked model, with an rp of 0.9026, as well as a root mean square errors of prediction (RMSEP) of 0.59, decreasing the RMSEP of 7.5 % compared to that of the optimal PLS member model. It can be concluded that the strategy of deviation consensus modeling can use the spectral information from two member models, and can improve the model prediction overall." @default.
• W2985712781 created "2019-11-22" @default.
• W2985712781 creator A5004293924 @default.
• W2985712781 creator A5014117599 @default.
• W2985712781 creator A5031571033 @default.
• W2985712781 creator A5066990730 @default.
• W2985712781 creator A5074582166 @default.
• W2985712781 date "2020-02-01" @default.
• W2985712781 modified "2023-10-13" @default.
• W2985712781 title "Non-invasive measurements of ‘Yunhe’ pears by vis-NIRS technology coupled with deviation fusion modeling approach" @default.
• W2985712781 cites W1531338757 @default.
• W2985712781 cites W1641379612 @default.
• W2985712781 cites W1779377117 @default.
• W2985712781 cites W1870810124 @default.
• W2985712781 cites W1966649791 @default.
• W2985712781 cites W1966726799 @default.
• W2985712781 cites W1969893837 @default.
• W2985712781 cites W1974980064 @default.
• W2985712781 cites W2005914892 @default.
• W2985712781 cites W2007808016 @default.
• W2985712781 cites W2018606140 @default.
• W2985712781 cites W2019115728 @default.
• W2985712781 cites W2021754455 @default.
• W2985712781 cites W2047825359 @default.
• W2985712781 cites W2063505233 @default.
• W2985712781 cites W2069076373 @default.
• W2985712781 cites W2085684330 @default.
• W2985712781 cites W2100786059 @default.
• W2985712781 cites W2116956729 @default.
• W2985712781 cites W2313736748 @default.
• W2985712781 cites W2605487133 @default.
• W2985712781 cites W2773590936 @default.
• W2985712781 cites W2778695992 @default.
• W2985712781 cites W2893240771 @default.
• W2985712781 cites W2908491166 @default.
• W2985712781 cites W2913845656 @default.
• W2985712781 cites W2914134719 @default.
• W2985712781 cites W2914149393 @default.
• W2985712781 cites W2914683507 @default.
• W2985712781 cites W2915993123 @default.
• W2985712781 cites W2954828487 @default.
• W2985712781 cites W2965127118 @default.
• W2985712781 cites W862629975 @default.
• W2985712781 doi "https://doi.org/10.1016/j.postharvbio.2019.111067" @default.
• W2985712781 hasPublicationYear "2020" @default.
• W2985712781 type Work @default.
• W2985712781 sameAs 2985712781 @default.
• W2985712781 citedByCount "24" @default.
• W2985712781 countsByYear W29857127812020 @default.
• W2985712781 countsByYear W29857127812021 @default.
• W2985712781 countsByYear W29857127812022 @default.
• W2985712781 countsByYear W29857127812023 @default.
• W2985712781 crossrefType "journal-article" @default.
• W2985712781 hasAuthorship W2985712781A5004293924 @default.
• W2985712781 hasAuthorship W2985712781A5014117599 @default.
• W2985712781 hasAuthorship W2985712781A5031571033 @default.
• W2985712781 hasAuthorship W2985712781A5066990730 @default.
• W2985712781 hasAuthorship W2985712781A5074582166 @default.
• W2985712781 hasConcept C105795698 @default.
• W2985712781 hasConcept C11413529 @default.
• W2985712781 hasConcept C120665830 @default.
• W2985712781 hasConcept C121332964 @default.
• W2985712781 hasConcept C138885662 @default.
• W2985712781 hasConcept C139945424 @default.
• W2985712781 hasConcept C155512373 @default.
• W2985712781 hasConcept C158525013 @default.
• W2985712781 hasConcept C22354355 @default.
• W2985712781 hasConcept C33923547 @default.
• W2985712781 hasConcept C41895202 @default.
• W2985712781 hasConcept C43571822 @default.
• W2985712781 hasConcept C62520636 @default.
• W2985712781 hasConcept C71907059 @default.
• W2985712781 hasConceptScore W2985712781C105795698 @default.
• W2985712781 hasConceptScore W2985712781C11413529 @default.
• W2985712781 hasConceptScore W2985712781C120665830 @default.
• W2985712781 hasConceptScore W2985712781C121332964 @default.
• W2985712781 hasConceptScore W2985712781C138885662 @default.
• W2985712781 hasConceptScore W2985712781C139945424 @default.
• W2985712781 hasConceptScore W2985712781C155512373 @default.
• W2985712781 hasConceptScore W2985712781C158525013 @default.
• W2985712781 hasConceptScore W2985712781C22354355 @default.
• W2985712781 hasConceptScore W2985712781C33923547 @default.
• W2985712781 hasConceptScore W2985712781C41895202 @default.
• W2985712781 hasConceptScore W2985712781C43571822 @default.
• W2985712781 hasConceptScore W2985712781C62520636 @default.
• W2985712781 hasConceptScore W2985712781C71907059 @default.
• W2985712781 hasLocation W29857127811 @default.
• W2985712781 hasOpenAccess W2985712781 @default.
• W2985712781 hasPrimaryLocation W29857127811 @default.
• W2985712781 hasRelatedWork W1624461756 @default.
• W2985712781 hasRelatedWork W1989457222 @default.
• W2985712781 hasRelatedWork W2017786325 @default.
• W2985712781 hasRelatedWork W2085256839 @default.
• W2985712781 hasRelatedWork W2158863190 @default.
• W2985712781 hasRelatedWork W2343541729 @default.
• W2985712781 hasRelatedWork W2770989956 @default.
• W2985712781 hasRelatedWork W3115262167 @default.
• W2985712781 hasRelatedWork W3132103859 @default.

• next