Journal of Analytical Atomic Spectrometry · 2011 · 4.3K citations · 14 references
Natural SciencesChemistryVisualizationAnalytical ChemistryData VisualizationMass Spectrometric AnalysisInorganic Elemental AnalysisInstrumental AnalysisMass Spectrometric Elemental AnalysisMass SpectrometryMass Spectrometry Data AnalysisSpectral Data ProcessingData ProcessingData Reduction PipelinesElemental ImagingImaging Mass Spectrometry Data ProcessingLaser AblationLaser Ablation Mass SpectrometryMass Spectrometry Data Integration
Iolite is a free, non‑commercial software package designed for the processing and visualization of inorganic mass spectrometric data, supporting multi‑day ICPMS and TIMS sessions and large laser ablation datasets. Its goal is to provide a powerful, extensible framework that enables users to process and interpret data while allowing them to implement custom reduction protocols. The program offers a highly interactive interface with multiple windows for time‑series, X‑Y plots, summary reports, and data export, supports generation of false‑colour 3‑D images from up to four elemental concentrations, and leverages Igor Pro to process millions of timeslices rapidly with time‑varying interpolation, outlier rejection, and statistics on a timeslice‑by‑timeslice basis. This approach reduces processing biases associated with integrated datasets and facilitates the implementation of more complex data‑reduction methods.
Iolite is a non-commercial software package developed to aid in the processing of inorganic mass spectrometric data, with a strong emphasis on visualisation versus time of acquisition. The goal of the software is to provide a powerful framework for data processing and interpretation, while giving users the ability to implement their own data reduction protocols. It is intended to be highly interactive, providing the user with a complete overview of the data at all stages of processing, and allowing the freedom to change parameters and reprocess data at any point. The program presents a variety of windows for the selection and viewing of data versus time, as well as features for the generation of X-Y plots, summary reports and export of data. In addition, it is capable of generating X-Y images from laser ablation rasters, and combining information from up to four separate elemental concentrations (intensities of red, green and blue, and the z-axis) in a false-colour three-dimensional image. By virtue of its underlying computing environment - Igor Pro - Iolite is capable of processing very large datasets (i.e., millions of timeslices) rapidly, and is thus ideal for the interrogation of multi-hour sessions of laser ablation data that can not be easily manipulated in conventional spreadsheet applications, for example. It is also well suited to multi-day sessions of solution-mode inductively-coupled plasma mass spectrometer (ICPMS) or thermal ionisation mass spectrometer (TIMS) data. A strong emphasis is placed on the interpolation of parameters that vary with time by a variety of user selectable methods including smoothed cubic splines. Data are processed on a timeslice-by-timeslice basis, allowing outlier rejection and calculation of statistics to be employed directly on calculated results. This approach can reduce the risk of processing biases associated with the manipulation of integrated datasets, while also allowing the implementation of more complex data reduction methods.
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Smoothing noisy data with spline functions
Peter G. Craven, Grace Wahba · Numerische Mathematik · 1978 · 3.4K citations
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