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Orbitool: a software tool for analyzing online Orbitrap mass spectrometry data

Authors :
R. Cai
Y. Li
Y. Clément
D. Li
C. Dubois
M. Fabre
L. Besson
S. Perrier
C. George
M. Ehn
C. Huang
P. Yi
Y. Ma
M. Riva
Institute for Atmospheric and Earth System Research (INAR)
IRCELYON-Ingéniérie, du matériau au réacteur (ING)
Institut de recherches sur la catalyse et l'environnement de Lyon (IRCELYON)
Université Claude Bernard Lyon 1 (UCBL)
Université de Lyon-Université de Lyon-Institut de Chimie du CNRS (INC)-Centre National de la Recherche Scientifique (CNRS)-Université Claude Bernard Lyon 1 (UCBL)
Université de Lyon-Université de Lyon-Institut de Chimie du CNRS (INC)-Centre National de la Recherche Scientifique (CNRS)
Chemometrics and Theoretical Chemistry - Chimiométrie et chimie théorique
Institut des Sciences Analytiques (ISA)
Institut de Chimie du CNRS (INC)-Université Claude Bernard Lyon 1 (UCBL)
Université de Lyon-Université de Lyon-Centre National de la Recherche Scientifique (CNRS)-Institut de Chimie du CNRS (INC)-Université Claude Bernard Lyon 1 (UCBL)
Université de Lyon-Université de Lyon-Centre National de la Recherche Scientifique (CNRS)
IRCELYON-Catalytic and Atmospheric Reactivity for the Environment (CARE)
IRCELYON-Spectroscopie raman (RAMAN)
Source :
Atmospheric Measurement Techniques, Atmospheric Measurement Techniques, European Geosciences Union, 2021, 14 (3), pp.2377-2387. ⟨10.5194/amt-14-2377-2021⟩, Atmospheric Measurement Techniques, Vol 14, Pp 2377-2387 (2021)
Publication Year :
2021
Publisher :
Copernicus GmbH, 2021.

Abstract

The Orbitrap mass spectrometer has recently been proved to be a powerful instrument to accurately measure gas-phase and particle-phase organic compounds with a greater mass resolving power than other widely used online mass spectrometers in atmospheric sciences. We develop an open-source software tool (Orbitool, https://orbitrap.catalyse.cnrs.fr, last access: 4 February 2021) to facilitate the analysis of long-term online Orbitrap data. Orbitool can average long-term data while improving the mass accuracy by re-calibrating each mass spectrum, assign molecular formulae of compounds and their isotopes to measured signals, and export time series and mass defect plots. The noise reduction procedure in Orbitool can separate signal peaks from noise and reduce the computational and storage expenses. Chemical ionization Orbitrap data from laboratory experiments on ozonolysis of monoterpenes and ambient measurements in urban Shanghai were used to test Orbitool. For the test dataset, the average mass accuracy was improved from to ppm by mass calibrating each spectrum. The denoising procedure removed 97 % of the noise peaks from a spectrum averaged for 30 min while maintaining the signal peaks, substantially helping the automatic assignment of unknown species. To illustrate the capabilities of Orbitool, we used the most challenging and complex dataset we have collected so far, which consists of ambient gas-phase measurements in urban Shanghai. These tests showed that Orbitool was able to automatically assign hundreds of molecular formulae as well as their isotopes with high accuracy.

Details

ISSN :
18678548 and 18671381
Volume :
14
Database :
OpenAIRE
Journal :
Atmospheric Measurement Techniques
Accession number :
edsair.doi.dedup.....d89cfbf107e1117438caf3ca0eb1678d