Spectra transfer models of near infrared spectra of organic waste and plant samples acquired on different spectrometers

DOI

This dataset presents two sets of raw near infrared spectra of different organic samples acquired on three different spectrometers in three labs: NIRFlex N-500 FT-NIR (BUCHI, France, serial number 1000001305) at LBE in Narbonne, NIR-System5000 (FOSS, Denmark, serial number 94630632) at SELMET in Montpellier and ANTARIS II FT-NIR (ThermoFisher Scientific, USA, serial number AHY0800337) at IJPB in Versailles.

A first set of spectra acquired in the same conditions on the three devices was used to create spectra transfer models between the three spectrometers (two by two). Transfer models were created thanks to the Piecewise Direct Standardisation (PDS) function. The resulting spectra transfer model is a transform matrix, allowing to transform spectra by matrix multiplication. Appendix 2 is an example of transform matrix allowing to transform FOSS spectra into BUCHI spectra. The other five transfer models were established in a same way and transform matrices were used alike. A second set of independent spectra was also acquired on the three devices to validate transfer models between spectrometers. Spectra analyses and models were created on ChemFlow (https://vm-chemflow-francegrille.eu/), a free online chemometric software that includes all the necessary functions.

This work was supported by the Biomass For the Future project from the French National Research Agency (ANR, grant ANR-11-BTBR-0006-BFF).

Identifier
DOI https://doi.org/10.15454/XFTLV4
Metadata Access https://entrepot.recherche.data.gouv.fr/oai?verb=GetRecord&metadataPrefix=oai_datacite&identifier=doi:10.15454/XFTLV4
Provenance
Creator Chauvergne, Celine; Latrille, Eric ORCID logo; Rossard, Virginie (ORCID: 0000-0002-5484-823X); Bonnal, Laurent ORCID logo; Bastianelli, Denis ORCID logo; Griveau, Yves ORCID logo; Mechin, Valerie ORCID logo; Carrere, Helene ORCID logo; Jacquemot, Marie-Pierre; Reymond, Matthieu ORCID logo
Publisher Recherche Data Gouv
Contributor Latrille, Eric; Rossard, Virginie
Publication Year 2020
Rights etalab 2.0; info:eu-repo/semantics/openAccess; https://spdx.org/licenses/etalab-2.0.html
OpenAccess true
Contact Latrille, Eric (INRAE, LBE, ChemHouse Research Group, Montpellier, France); Rossard, Virginie (INRAE, LBE, ChemHouse Research Group, Montpellier, France)
Representation
Resource Type Dataset
Format text/tab-separated-values; application/octet-stream; application/gzip; application/pdf
Size 7249; 3340810; 2842; 1556780; 632889; 15960773; 10041290; 13468750; 12263458; 7687297; 12199918; 496199; 246529; 825781; 950004; 465713
Version 1.1
Discipline Agriculture, Forestry, Horticulture; Chemistry; Agricultural Sciences; Agriculture, Forestry, Horticulture, Aquaculture; Agriculture, Forestry, Horticulture, Aquaculture and Veterinary Medicine; Construction Engineering and Architecture; Engineering; Engineering Sciences; Life Sciences; Natural Sciences; Agricultural and Food Process Engineering; Plant Science