FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4380878049> ?p ?o ?g. }

• W4380878049 endingPage "3137" @default.
• W4380878049 startingPage "3137" @default.
• W4380878049 abstract "The interference of background noise leads to the extremely high spatial complexity of hyperspectral data. Sensitive band selecting is an important task to minimize or eliminate the influence of non-target elements. In this study, Taylor expansion is innovatively used to identify core wavelengths/bands of hyperspectral data. Unlike other traditional methods, this proposed Taylor-CC method considers more local and global information of spectral function to estimate the linear/nonlinear correlation between two wavelengths. Using samples of hyperspectral data with a wavelength range of 350–2500 nm and SPAD for Camellia oleifera, this Taylor-CC method is compared with the traditional PCC method derived from the Pearson correlation coefficient. Using the 240 samples with their different 57 core wavelengths identified by the Taylor-CC method and PCC method, three machine models (i.e., random forest-RF, linear regression-LR, and artificial neural network-ANN) are trained to compare their performances. Their results show that the correlation matrix from the Taylor-CC method represents a clear diagonal pattern with near zero values at most locations away from the diagonal, and all three models confirm that the Taylor-CC method is superior to the PCC method. Moreover, the SPAD spectral response relationship based on machine learning algorithms is constructed, and ANN is the best prediction performance among the three models when using the core wavelengths identified by the Taylor-CC method. The Taylor-CC method proposed in this study not only lays a mathematical foundation for the next analysis of the response mechanism between spectral characteristics and nutrient content of Camellia leaf, but also provides a new idea for the correlation analysis of adjacent spectral bands for hyperspectral signals in many applications." @default.
• W4380878049 created "2023-06-17" @default.
• W4380878049 creator A5002832266 @default.
• W4380878049 creator A5005806412 @default.
• W4380878049 creator A5045787579 @default.
• W4380878049 creator A5047580108 @default.
• W4380878049 creator A5055797693 @default.
• W4380878049 creator A5066240382 @default.
• W4380878049 creator A5070939895 @default.
• W4380878049 creator A5079799118 @default.
• W4380878049 creator A5085146188 @default.
• W4380878049 date "2023-06-15" @default.
• W4380878049 modified "2023-09-27" @default.
• W4380878049 title "Identifying Core Wavelengths of Oil Tree’s Hyperspectral Data by Taylor Expansion" @default.
• W4380878049 cites W1983865151 @default.
• W4380878049 cites W1988195734 @default.
• W4380878049 cites W2511832009 @default.
• W4380878049 cites W2901312569 @default.
• W4380878049 cites W2911863681 @default.
• W4380878049 cites W2955624416 @default.
• W4380878049 cites W2998697012 @default.
• W4380878049 cites W3005293124 @default.
• W4380878049 cites W3011636776 @default.
• W4380878049 cites W3025004244 @default.
• W4380878049 cites W3140304351 @default.
• W4380878049 cites W3175332043 @default.
• W4380878049 cites W3205772352 @default.
• W4380878049 cites W3213494309 @default.
• W4380878049 cites W4200386111 @default.
• W4380878049 cites W4214611056 @default.
• W4380878049 cites W4224885336 @default.
• W4380878049 cites W4282935394 @default.
• W4380878049 cites W4283821742 @default.
• W4380878049 cites W4288855016 @default.
• W4380878049 cites W4292092456 @default.
• W4380878049 cites W4292745372 @default.
• W4380878049 cites W4313558592 @default.
• W4380878049 cites W4322503803 @default.
• W4380878049 doi "https://doi.org/10.3390/rs15123137" @default.
• W4380878049 hasPublicationYear "2023" @default.
• W4380878049 type Work @default.
• W4380878049 citedByCount "0" @default.
• W4380878049 crossrefType "journal-article" @default.
• W4380878049 hasAuthorship W4380878049A5002832266 @default.
• W4380878049 hasAuthorship W4380878049A5005806412 @default.
• W4380878049 hasAuthorship W4380878049A5045787579 @default.
• W4380878049 hasAuthorship W4380878049A5047580108 @default.
• W4380878049 hasAuthorship W4380878049A5055797693 @default.
• W4380878049 hasAuthorship W4380878049A5066240382 @default.
• W4380878049 hasAuthorship W4380878049A5070939895 @default.
• W4380878049 hasAuthorship W4380878049A5079799118 @default.
• W4380878049 hasAuthorship W4380878049A5085146188 @default.
• W4380878049 hasBestOaLocation W43808780491 @default.
• W4380878049 hasConcept C11413529 @default.
• W4380878049 hasConcept C119857082 @default.
• W4380878049 hasConcept C120665830 @default.
• W4380878049 hasConcept C121332964 @default.
• W4380878049 hasConcept C130367717 @default.
• W4380878049 hasConcept C134306372 @default.
• W4380878049 hasConcept C153180895 @default.
• W4380878049 hasConcept C154945302 @default.
• W4380878049 hasConcept C158946198 @default.
• W4380878049 hasConcept C159078339 @default.
• W4380878049 hasConcept C2524010 @default.
• W4380878049 hasConcept C2780092901 @default.
• W4380878049 hasConcept C33923547 @default.
• W4380878049 hasConcept C41008148 @default.
• W4380878049 hasConcept C6260449 @default.
• W4380878049 hasConceptScore W4380878049C11413529 @default.
• W4380878049 hasConceptScore W4380878049C119857082 @default.
• W4380878049 hasConceptScore W4380878049C120665830 @default.
• W4380878049 hasConceptScore W4380878049C121332964 @default.
• W4380878049 hasConceptScore W4380878049C130367717 @default.
• W4380878049 hasConceptScore W4380878049C134306372 @default.
• W4380878049 hasConceptScore W4380878049C153180895 @default.
• W4380878049 hasConceptScore W4380878049C154945302 @default.
• W4380878049 hasConceptScore W4380878049C158946198 @default.
• W4380878049 hasConceptScore W4380878049C159078339 @default.
• W4380878049 hasConceptScore W4380878049C2524010 @default.
• W4380878049 hasConceptScore W4380878049C2780092901 @default.
• W4380878049 hasConceptScore W4380878049C33923547 @default.
• W4380878049 hasConceptScore W4380878049C41008148 @default.
• W4380878049 hasConceptScore W4380878049C6260449 @default.
• W4380878049 hasFunder F4320310902 @default.
• W4380878049 hasFunder F4320321001 @default.
• W4380878049 hasIssue "12" @default.
• W4380878049 hasLocation W43808780491 @default.
• W4380878049 hasOpenAccess W4380878049 @default.
• W4380878049 hasPrimaryLocation W43808780491 @default.
• W4380878049 hasRelatedWork W1540761923 @default.
• W4380878049 hasRelatedWork W1551815538 @default.
• W4380878049 hasRelatedWork W2053738191 @default.
• W4380878049 hasRelatedWork W2133160967 @default.
• W4380878049 hasRelatedWork W2330333053 @default.
• W4380878049 hasRelatedWork W2347567887 @default.
• W4380878049 hasRelatedWork W2380303077 @default.
• W4380878049 hasRelatedWork W2383363912 @default.
• W4380878049 hasRelatedWork W3211183747 @default.

• next