FATES: a flexible analysis toolkit for the exploration of single-particle mass spectrometer data

TitleFATES: a flexible analysis toolkit for the exploration of single-particle mass spectrometer data
Publication TypeJournal Article
Year of Publication2017
AuthorsSultana C.M, Cornwell G.C, Rodriguez P., Prather KA
JournalAtmospheric Measurement Techniques
Volume10
Pagination1323-1334
Date Published2017/04
Type of ArticleArticle
ISBN Number1867-1381
Accession NumberWOS:000398188500001
Keywordsaerosol-particles; dependence; individual particles; instrument; laser desorption/ionization; performance; software; spectra; splat ii; visualization
Abstract

Single-particle mass spectrometer (SPMS) analysis of aerosols has become increasingly popular since its invention in the 1990s. Today many iterations of commercial and lab-built SPMSs are in use worldwide. However, supporting analysis toolkits for these powerful instruments are outdated, have limited functionality, or are versions that are not available to the scientific community at large. In an effort to advance this field and allow better communication and collaboration between scientists, we have developed FATES (Flexible Analysis Toolkit for the Exploration of SPMS data), a MATLAB toolkit easily extensible to an array of SPMS designs and data formats. FATES was developed to minimize the computational demands of working with large data sets while still allowing easy maintenance, modification, and utilization by novice programmers. FATES permits scientists to explore, without constraint, complex SPMS data with simple scripts in a language popular for scientific numerical analysis. In addition FATES contains an array of data visualization graphic user interfaces (GUIs) which can aid both novice and expert users in calibration of raw data; exploration of the dependence of mass spectral characteristics on size, time, and peak intensity; and investigations of clustered data sets.

DOI10.5194/amt-10-1323-2017
Short TitleAtmos. Meas. Tech.
Student Publication: 
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