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Why do we need a(nother) new data format? A standardized data format for azimuthally integrated area detector data.

Mads Ry Vogel Jørgensen1, Frederik Holm Gjørup1, Meghdad Yazdi-Rizi2

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Summary
This summary is machine-generated.

A new standardized HDF5-based data format (NXazint) simplifies handling of integrated X-ray scattering data from synchrotron experiments. This format enhances data sharing and reuse across different facilities and analysis tools.

Keywords:
PXRDazimuthal integrationdata formatscattering

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Area of Science:

  • Materials Science
  • Crystallography
  • Data Science

Background:

  • Synchrotron X-ray scattering experiments (powder diffraction, total scattering, small-angle scattering) generate valuable integrated intensity data.
  • Current data formats are facility-specific, limiting data interoperability and reuse.

Purpose of the Study:

  • To propose and implement a standardized data format for azimuthally integrated X-ray scattering data.
  • To improve data sharing, interoperability, and adherence to FAIR principles in synchrotron science.

Main Methods:

  • Development of a standardized HDF5-based format (NXazint) within the NeXus convention.
  • Implementation of the NXazint format at a synchrotron facility (MAX IV).
  • Creation of associated tools for data visualization and analysis.

Main Results:

  • A new standardized format (NXazint) for storing 1D and 2D integrated X-ray scattering data has been established.
  • The format includes essential metadata for direct use in analysis software.
  • The NXazint format is implemented and supported by tools at MAX IV.

Conclusions:

  • The NXazint format addresses the need for standardized data handling in synchrotron X-ray scattering.
  • This standardization facilitates data reuse, promotes collaboration, and simplifies analysis workflows.
  • The adoption of NXazint supports the FAIR data principles within the scientific community.