Matches in SemOpenAlex for { <https://semopenalex.org/work/W2895953472> ?p ?o ?g. }
- W2895953472 abstract "Soluble solids content (SSC) is one of the most important factors determining the quality and price of fresh fruits. In the non-destructive testing of near-infrared spectra in apple SSC, BP neural network model was established on the basis of equal-spectral interval using spectral preprocessing method. First derivative, second derivative, standard normal variation (SNV) and multi-scatter calibration (MSC) spectral pretreatment methods were used. The structure of the BP neural network has sixteen inputs, the hidden layers were four layers, and contains five neurons of each layer, established by multivariate scatter correction spectroscopy has the best prediction results when the interval number is sixteen. The correlation coefficient (R) and the root mean square error (RMSE) were 0.9421 and 0.4653, respectively. Results illustrate that in near-infrared quantitative analysis, MSC is used for spectral pretreatment. After evenly dividing the spectral interval, the BP neural network is established, and the prediction accuracy is further improved and the modeling input variables are reduced." @default.
- W2895953472 created "2018-10-26" @default.
- W2895953472 creator A5007838578 @default.
- W2895953472 creator A5054252220 @default.
- W2895953472 creator A5077875084 @default.
- W2895953472 creator A5085804477 @default.
- W2895953472 date "2018-07-01" @default.
- W2895953472 modified "2023-09-23" @default.
- W2895953472 title "Analysis of Near Infrared Spectra of Apple Soluble Solids Content Based on BP Neural Network" @default.
- W2895953472 cites W1967083058 @default.
- W2895953472 cites W1973413475 @default.
- W2895953472 cites W1980492216 @default.
- W2895953472 cites W2016045532 @default.
- W2895953472 cites W2039296727 @default.
- W2895953472 cites W2040453024 @default.
- W2895953472 cites W2168963208 @default.
- W2895953472 doi "https://doi.org/10.23919/chicc.2018.8483739" @default.
- W2895953472 hasPublicationYear "2018" @default.
- W2895953472 type Work @default.
- W2895953472 sameAs 2895953472 @default.
- W2895953472 citedByCount "2" @default.
- W2895953472 countsByYear W28959534722021 @default.
- W2895953472 countsByYear W28959534722023 @default.
- W2895953472 crossrefType "proceedings-article" @default.
- W2895953472 hasAuthorship W2895953472A5007838578 @default.
- W2895953472 hasAuthorship W2895953472A5054252220 @default.
- W2895953472 hasAuthorship W2895953472A5077875084 @default.
- W2895953472 hasAuthorship W2895953472A5085804477 @default.
- W2895953472 hasConcept C105795698 @default.
- W2895953472 hasConcept C106159729 @default.
- W2895953472 hasConcept C111771559 @default.
- W2895953472 hasConcept C114614502 @default.
- W2895953472 hasConcept C120665830 @default.
- W2895953472 hasConcept C121332964 @default.
- W2895953472 hasConcept C1276947 @default.
- W2895953472 hasConcept C134306372 @default.
- W2895953472 hasConcept C139945424 @default.
- W2895953472 hasConcept C153180895 @default.
- W2895953472 hasConcept C153642686 @default.
- W2895953472 hasConcept C154945302 @default.
- W2895953472 hasConcept C162324750 @default.
- W2895953472 hasConcept C165838908 @default.
- W2895953472 hasConcept C178790620 @default.
- W2895953472 hasConcept C185592680 @default.
- W2895953472 hasConcept C186060115 @default.
- W2895953472 hasConcept C2778067643 @default.
- W2895953472 hasConcept C2778152352 @default.
- W2895953472 hasConcept C2780092901 @default.
- W2895953472 hasConcept C33257320 @default.
- W2895953472 hasConcept C33923547 @default.
- W2895953472 hasConcept C34736171 @default.
- W2895953472 hasConcept C41008148 @default.
- W2895953472 hasConcept C43571822 @default.
- W2895953472 hasConcept C4839761 @default.
- W2895953472 hasConcept C50644808 @default.
- W2895953472 hasConcept C62520636 @default.
- W2895953472 hasConcept C71907059 @default.
- W2895953472 hasConcept C86803240 @default.
- W2895953472 hasConceptScore W2895953472C105795698 @default.
- W2895953472 hasConceptScore W2895953472C106159729 @default.
- W2895953472 hasConceptScore W2895953472C111771559 @default.
- W2895953472 hasConceptScore W2895953472C114614502 @default.
- W2895953472 hasConceptScore W2895953472C120665830 @default.
- W2895953472 hasConceptScore W2895953472C121332964 @default.
- W2895953472 hasConceptScore W2895953472C1276947 @default.
- W2895953472 hasConceptScore W2895953472C134306372 @default.
- W2895953472 hasConceptScore W2895953472C139945424 @default.
- W2895953472 hasConceptScore W2895953472C153180895 @default.
- W2895953472 hasConceptScore W2895953472C153642686 @default.
- W2895953472 hasConceptScore W2895953472C154945302 @default.
- W2895953472 hasConceptScore W2895953472C162324750 @default.
- W2895953472 hasConceptScore W2895953472C165838908 @default.
- W2895953472 hasConceptScore W2895953472C178790620 @default.
- W2895953472 hasConceptScore W2895953472C185592680 @default.
- W2895953472 hasConceptScore W2895953472C186060115 @default.
- W2895953472 hasConceptScore W2895953472C2778067643 @default.
- W2895953472 hasConceptScore W2895953472C2778152352 @default.
- W2895953472 hasConceptScore W2895953472C2780092901 @default.
- W2895953472 hasConceptScore W2895953472C33257320 @default.
- W2895953472 hasConceptScore W2895953472C33923547 @default.
- W2895953472 hasConceptScore W2895953472C34736171 @default.
- W2895953472 hasConceptScore W2895953472C41008148 @default.
- W2895953472 hasConceptScore W2895953472C43571822 @default.
- W2895953472 hasConceptScore W2895953472C4839761 @default.
- W2895953472 hasConceptScore W2895953472C50644808 @default.
- W2895953472 hasConceptScore W2895953472C62520636 @default.
- W2895953472 hasConceptScore W2895953472C71907059 @default.
- W2895953472 hasConceptScore W2895953472C86803240 @default.
- W2895953472 hasLocation W28959534721 @default.
- W2895953472 hasOpenAccess W2895953472 @default.
- W2895953472 hasPrimaryLocation W28959534721 @default.
- W2895953472 hasRelatedWork W2062828754 @default.
- W2895953472 hasRelatedWork W2072002884 @default.
- W2895953472 hasRelatedWork W2274961572 @default.
- W2895953472 hasRelatedWork W2350980676 @default.
- W2895953472 hasRelatedWork W2366453572 @default.
- W2895953472 hasRelatedWork W2376460139 @default.
- W2895953472 hasRelatedWork W2378347222 @default.
- W2895953472 hasRelatedWork W2470760015 @default.
- W2895953472 hasRelatedWork W2472537256 @default.