Data · dataset · 2022
Simultaneous Measurement of Phenols Using Three-way Fluorescence Spectroscopy: a Comparison of N-PLS, U-PLS and PARAFAC Modeling
Listed in ScienceDB
PARAFAC works well when the differences between the spectra of analytes are large, but may fail in extreme cases where the spectra severely overlap.
Description
Phenols with similar chemical structures emit the similar fluorescence spectra. The correlation coefficients of a computed spectrum with the two or more overlapped standard spectra may so close that PARAFAC gives wrong results in recognizing component and further in predicting concentration.
So the new exploration should been given for much accurate identification and quantification.In this paper, unfolded partial least squares/residual bilinearization (U-PLS/RBL) and multi-way partial least square/residual-bilinearization (N-PLS/RBL) are studied to deal with fluorescence excitation-emission matrices (EEMs) for the direct determination of 5 phenols in different water samples.
Links
Where it is published
- DOI doi.org/10.57760/sciencedb.04189 ↗
DOI / persistent id · from scidb cn
Catalogue records · 1
- OAI-PMH record scidb.cn/oai?verb=GetRecord&metadataPrefix=oai_dc&identifier=10.57760%2… ↗
metadata API · from scidb cn
Topics
- From keywords
- Earth & Environmental Science · Engineering · Humanities · Life Sciences · Social Science
- Inferred from text
- Bioinformatics and computational biology 69%
Provenance · 1 source records, 11 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| ScienceDB | 10.57760/sciencedb.04189 | 12 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].anzsrc:group:3102 | enrichment · scidb cn | taxonomy-embedding@1.0.0 | title+keywords+description (69%) |
| concepts[field].local:field:earth-environmental | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].local:field:engineering | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].local:field:humanities | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].local:field:social-science | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| description | source · scidb cn | connector:scidb_cn@1.0.0 | /metadata/dc/description |
| license | source · scidb cn | connector:scidb_cn@1.0.0 | /metadata/dc/rights |
| publication_date | source · scidb cn | connector:scidb_cn@1.0.0 | |
| title | source · scidb cn | connector:scidb_cn@1.0.0 | /metadata/dc/title |