An R Shiny graphical user interface for analyzing, visualizing, and interpreting high precision mass spectrometric data

There is currently a lack of software that meets the needs for the analysis of raw data produced by modern isotope ratio mass spectrometers for both R&D and routine use at SRNL and other US national labs • Needs to accommodate multiple isotope systems, instruments, and manufacturers • Include modern statistical methods and handling/visualization of uncertainty • Flexible software with transparent (no “black box”) and reproducible methods • This project is inspired by existing discipline-specific data analysis software (e.g., Tripoli1 , ET_Redux2 , IsoplotR3) used in the geochemical community • Our goal is to build an open source data analysis software package that focuses on flexibility, transparency, and reproducibility

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Publication Details

Published
2024-08-19
DOI
https://doi.org/10.2172/2438010
Primary Topic
Isotope Analysis in Ecology
Type
article
Field-Weighted Citation Impact
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article

An R Shiny graphical user interface for analyzing, visualizing, and interpreting high precision mass spectrometric data

Shelby Bowden, Elizabeth Labone, Kyle M. Samperton, Alexis Riche
Isotope Analysis in Ecology
article

An R Shiny graphical user interface for analyzing, visualizing, and interpreting high precision mass spectrometric data

Shelby Bowden, Elizabeth Labone, Kyle M. Samperton, Alexis Riche
article en

Abstract

There is currently a lack of software that meets the needs for the analysis of raw data produced by modern isotope ratio mass spectrometers for both R&D and routine use at SRNL and other US national labs • Needs to accommodate multiple isotope systems, instruments, and manufacturers • Include modern statistical methods and handling/visualization of uncertainty • Flexible software with transparent (no “black box”) and reproducible methods • This project is inspired by existing discipline-specific data analysis software (e.g., Tripoli1 , ET_Redux2 , IsoplotR3) used in the geochemical community • Our goal is to build an open source data analysis software package that focuses on flexibility, transparency, and reproducibility

Savannah River National Laboratory (US)
Openalex Percentile: Top 86%
Isotope Analysis in Ecology
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An R Shiny graphical user interface for analyzing, visualizing, and interpreting high precision mass spectrometric data — Shelby Bowden, Elizabeth Labone, et al. · (2024) | TGRS Research Map | TGRS