D4Xgui: A tool for baseline correction and standardization of carbonate clumped isotope raw data

Accurate and precise mass spectrometric determination of ppm-ppb quantities of mass 47–49 clumped isotopologues of carbonate-derived CO 2 , expressed as Δ 47 – Δ 49 values, requires advanced processing schemes. Here, we introduce D4Xgui, a user-friendly processing tool that allows correction of mass-spectrometric raw intensities for a pressure baseline artifact, before standardization is carried out using D47crunch. D4Xgui enables rapid processing of multi-session data under consideration of full error-propagation, interactive visualization of results including tools for data quality assurance, calculation of carbonate crystallization temperature from finally processed data, and rapid re-evaluation of datasets with revised processing parameters. Though the primary focus of D4Xgui is on carbonates it can also be applied to the correction of mass spectrometric raw data obtained on CO 2 from other sources.

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Publication Details

Journal
SoftwareX
Published
2026-01-06
DOI
https://doi.org/10.1016/j.softx.2025.102492
Primary Topic
Isotope Analysis in Ecology
Type
article
Field-Weighted Citation Impact
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article

D4Xgui: A tool for baseline correction and standardization of carbonate clumped isotope raw data

Philip Staudigel, Miguel Bernecker, Jens Fiebig, Mathieu Daëron et al.
SoftwareX
Isotope Analysis in Ecology
article

D4Xgui: A tool for baseline correction and standardization of carbonate clumped isotope raw data

Philip Staudigel, Miguel Bernecker, Jens Fiebig, Mathieu Daëron, Sven Hofmann
article en

Abstract

Accurate and precise mass spectrometric determination of ppm-ppb quantities of mass 47–49 clumped isotopologues of carbonate-derived CO 2 , expressed as Δ 47 – Δ 49 values, requires advanced processing schemes. Here, we introduce D4Xgui, a user-friendly processing tool that allows correction of mass-spectrometric raw intensities for a pressure baseline artifact, before standardization is carried out using D47crunch. D4Xgui enables rapid processing of multi-session data under consideration of full error-propagation, interactive visualization of results including tools for data quality assurance, calculation of carbonate crystallization temperature from finally processed data, and rapid re-evaluation of datasets with revised processing parameters. Though the primary focus of D4Xgui is on carbonates it can also be applied to the correction of mass spectrometric raw data obtained on CO 2 from other sources.

SoftwareXVol. 33
Goethe University Frankfurt (DE), Centre National de la Recherche Scientifique (FR), Université de Versailles Saint-Quentin-en-Yvelines (FR), Commissariat à l'Énergie Atomique et aux Énergies Alternatives (FR), Université Paris-Saclay (FR), Laboratoire des Sciences du Climat et de l'Environnement (FR), CEA Paris-Saclay (FR)
Openalex Percentile: Top 96%
Isotope Analysis in Ecology
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D4Xgui: A tool for baseline correction and standardization of carbonate clumped isotope raw data — Philip Staudigel, Miguel Bernecker, et al. · SoftwareX (2026) | TGRS Research Map | TGRS