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Titel:

Reference transmission µFourier-Transfrom Infrared spectra and image of microplastics (RefIMP) and the skript MPVal for automatized evaluation of microplastics data analysis routines

Dokumenttyp:
Forschungsdaten
Veröffentlichungsdatum:
11.07.2022
Verantwortlich:
Weisser, Jana;
Autorinnen / Autoren:
Weisser, Jana; Pohl, Teresa
Institutionszugehörigkeit:
TUM
Herausgeber:
TUM
Enddatum der Datenerzeugung:
20.04.2022
Fachgebiet:
CHE Chemie; DAT Datenverarbeitung, Informatik; LEB Lebensmitteltechnologie; UMW Umweltwissenschaften
Quellen der Daten:
Experimente und Beobachtungen / experiments and observations; Abbildungen von Objekten / image of objects; Statistik und Referenzdaten / statistics and reference data
Andere Quellen der Daten:
Code
Datentyp:
Texte / texts; Tabellen / tables
Anderer Datentyp:
FTIR image (*.spe, *.wno, *.dmd), Matlab Code (*.m)
Methode der Datenerhebung:
Microplastic spectra and image were acquired on an Agilent Cary 620/670 Fourier-Transform Infrared imaging system. Spectral range: 3,700-1,250 cm-1; Spectral resolution: 8 cm-1; Measurement mode: transmisison; Objective: 15x; Corresponding pixel size: 5.5 µm; Number of sample scans: 30; Number of background scans: 120;
Data were generated to establish a reference for the evaluation of microplastic data analysis routines. It serves as supplementary data for the article XXX
Beschreibung:
This dataset supplements the research article "Know What You Don’t Know: Assessment of Overlooked Microplastic Particles in FTIR Images", published 04 07 2022 in microplastics (DOI 10.3390/microplastics1030027). It comprises:

  • 9,537 transmission µFTIR spectra of polyethylene, polypropylene, polystyrene, polyvinyl chloride, polylactic acid, polymethyl methacrylate, polyamide, polycarbonate, polyurethane,polyethylene terephthalate, varnish-like, cellulose, protein, and sand and 'anodisc' background spectra (FTIR_MP_train_test_spectra.csv)
  • 15 reference spectra (FTIR_MP_references.csv)
  • one reference transmission µFTIR image (RefIMP) (zipped directory, *.dmd and *.spe)
  • Lists of reference particles and types contained in RefIMP
    (Particles_Of_RefIMP.xlsx)
  • MatLab scripts (zipped directory)
  • MPVal_documentation.pdf
    • Links:
    This dataset relates to the publication: https://www.mdpi.com/2673-8929/1/3/27
    Schlagworte:
    Microplastics; Fourier-Transform Infrared Spectroscopy; FTIR; FTIR imaging; Machine Learning
    Technische Hinweise:
    View and download (4,99 GB total, 8 Files)
    The data server also offers downloads with FTP
    The data server also offers downloads with rsync (password m1656656):
    rsync rsync://m1656656@dataserv.ub.tum.de/m1656656/
    Sprache:
    en
    Rechte:
    by-sa, http://creativecommons.org/licenses/by-sa/4.0
     BibTeX