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Portable spectroscopy, digital imaging colorimetry and multivariate statistical tools in contaminant identification: A case study of mint (Mentha) and basil (Ocimum basilicum)

Publiceringsår

2024

Upphovspersoner

Duma Zina-Sabrina; Sihvonen Tuomas; Vartiainen Erik; Reinikainen Satu-Pia

Abstrakt

The advent of portable Fourier-Transform Infrared (FTIR) and Raman spectrometers has revolutionized analysis capabilities, presenting the possibility of on-site contaminant identification without the need for specialized laboratory settings. Compared to laboratory instrumentation, portable spectroscopy is more prone to noise, and appropriate spectral processing procedures need to be established. This paper introduces a comprehensive methodology that integrates acquisition techniques, spectral analysis, and mathematical tools necessary for utilizing handheld spectrometers to diagnose plant contamination. It focuses on determining the efficacy of handheld FTIR, Raman spectroscopy, and digital imaging for detecting contaminants in two food plants, Basil (Ocimum basilicum) and Mint (Mentha). The study examines the impact of three pollutants: iron (II) sulphate (????????4????????4), zinc (II) sulphate (????????4????????4), and copper (II) sulphate (????????4????????4), on these plants, but also the necessary amount of measurements to spot the pollutants' effects. Measurements were conducted at the start, after 24 hours, and after 48 hours of exposure, on both fresh and dried plant leaves, as well as in solution. Spectral effects of each of the pollutants were identified with the use of multivariate statistical process control techniques. With the help of the developed methodologies, researchers can identify in-situ contaminant effects, exposure times and run diagnostics directly on the leaf both in alive and dried plants.
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Organisationer och upphovspersoner

Lappeenrannan–Lahden teknillinen yliopisto LUT

Vartiainen Erik

Reinikainen Satu-Pia

Sihvonen Tuomas

Duma Zina-Sabrina

Publikationstyp

Publikationsform

Artikel

Moderpublikationens typ

Tidning

Artikelstyp

En originalartikel

Målgrupp

Vetenskaplig

Kollegialt utvärderad

Kollegialt utvärderad

UKM:s publikationstyp

A1 Originalartikel i en vetenskaplig tidskrift

Publikationskanalens uppgifter

Journal

Heliyon

Förläggare

Elsevier

Volym

10

Nummer

10

Artikelnummer

e30924

Publikationsforum

84134

Publikationsforumsnivå

1

Öppen tillgång

Öppen tillgänglighet i förläggarens tjänst

Ja

Öppen tillgång till publikationskanalen

Helt öppen publikationskanal

Parallellsparad

Nej

Övriga uppgifter

Vetenskapsområden

Data- och informationsvetenskap

Nyckelord

[object Object],[object Object],[object Object],[object Object],[object Object]

Förlagets internationalitet

Internationell

Internationell sampublikation

Nej

Sampublikation med ett företag

Nej

DOI

10.1016/j.heliyon.2024.e30924

Publikationen ingår i undervisnings- och kulturministeriets datainsamling

Ja