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Abstract

Summary

Stable isotopes have long been used to study petroleum accumulation and basin modeling, with Isotope Ratio Mass Spectrometry (IRMS) as the standard method. Since 2017, Orbitrap-MS has gained traction for isotopic ratio analysis.

To streamline this process, our team developed IsotoPy, a software designed for automated isotopic data processing from Orbitrap-MS. It consists of (1) an automated workflow integrating statistical methods, (2) a Python framework supporting batch processing, and (3) a user-friendly interface requiring no programming skills. The software ensures data validation, facilitates decision-making, and generates graphical and tabular outputs for isotopic analysis of H, C, N, O, and S.

A case study using benzoic acid demonstrated IsotoPy’s precision. Data processing included outlier removal, acquisition error analysis, and shot-noise evaluation. The calculated d¹³C value (-28.38‰, SD 1.36‰) closely matched IRMS results, proving the software’s reliability.

By automating complex analyses, IsotoPy improves accuracy and efficiency in organic geochemistry, aiding petroleum characterization and fraud detection. It represents a significant advancement in isotopic ratio analysis, benefiting both research and industry.

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/content/papers/10.3997/2214-4609.202533224
2025-09-07
2026-02-07
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References

  1. EilerK et al., Earth and Planetary Science Letters, 262, 2007, 309–327.
    [Google Scholar]
  2. EilerJ et al., International Journal of Mass Spectrometry, 422, 2017, 126.
    [Google Scholar]
  3. HilkertA et al., Analytical Chemistry, 93, 2021, 9139.
    [Google Scholar]
  4. MuellerEP et al., Analytical Chemistry, 94, 2022, 1092.
    [Google Scholar]
  5. CsernicaT et al., International Journal of Mass Scpetrometry490, 2023, 117084.
    [Google Scholar]
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