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Standardization and FAIR data pipelines in X-ray photoelectron spectroscopy: a community-driven approach

Authors: Pielsticker, Lukas; Dobener, Florian; Rettig, Laurenz; Hetaba, Walid; Brockhauser, Sandor;

Standardization and FAIR data pipelines in X-ray photoelectron spectroscopy: a community-driven approach

Abstract

There has been a distinct lack of FAIR data principles in the field photoemission spectroscopy (PES). Within the FAIRmat consortium, we have been developing an end-to-end workflow for data management in PES experiments using NOMAD and NeXus, a community-driven data-modeling framework for experiments [1]. We will present an extensive and elaborated standard (NXmpes) for harmonizing PES data using NeXus. Specifically, we present our strategy to collaborate with leading manufacturers of PES equipment as well as the wider PES community to foster interoperability of NXmpes with existing measurement protocols and software solutions. Finally, we provide an example for establishing a FAIR data pipeline using NXmpes in conjunction with the NOMAD research data management platform with a focus on X-ray photoelectron spectroscopy (XPS) data. We will show how research workflows and analysis results in XPS are represented in NOMAD and how individual scientists as well as the wider XPS community benefit from adapting these data pipelines. References [1] Könnecke, M., et al., The NeXus data format, J. Appl. Crystallogr. 2015, 48, 1, 301-305. [2] https://fairmat-nfdi.github.io/nexus_definitions/classes/contributed_definitions/NXmpes.html This work is funded by the NFDI consortium FAIRmat - Deutsche Forschungsgemeinschaft (DFG) - Project 460197019.

Keywords

FAIR data, Photoemission Spectroscopy, XPS, Data Transfer, Standardization

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average
Green