SIMBAD references

2025AJ....169..329W - Astron. J., 169, 329 (2025/June-0)

Auto-BUQ: Uncertainty Quantification for the Boundaries of Segmented Events.

WANG J., KASHYAP V.L., LEE T.C.M., VAN DYK D.A. and ZEZAS A.

Abstract (from CDS):

We present a new method to estimate the boundary of extended sources in high-energy photon lists and to quantify the uncertainty in the boundary. This method extends the graphed seeded region growing method developed by M. Fan et al. Here, we describe how an unambiguous boundary of a centrally concentrated astronomical source may be defined by first spatially segmenting the photon list, then forcibly merging the segments until only two segments-an extended source and its background-remain, and finally constructing a boundary as the connected outer edges of the Voronoi tessellation of the photons included in the source segment. The resulting boundary is then modeled using Fourier descriptors to generate a smooth curve, and this curve is bootstrapped to generate uncertainties. We apply the method to photon event lists obtained during the observations of galaxies NGC 2300 and Arp 299. We demonstrate how the derived extent and enclosed flux of NGC 2300 obtained with Chandra and XMM-Newton are comparable. We also show how complex internal structure, as in the case of Arp 299, may be subsumed to construct a compact boundary of the object.

Abstract Copyright: © 2025. The Author(s). Published by the American Astronomical Society.

Journal keyword(s): X-ray astronomy - X-ray sources - Spatial point processes - Astrostatistics - Astrostatistics strategies - Astrostatistics techniques - Voronoi tessellation - Astronomy data modeling - Extended radiation sources

Simbad objects: 3

goto Full paper

goto View the references in ADS

To bookmark this query, right click on this link: simbad:2025AJ....169..329W and select 'bookmark this link' or equivalent in the popup menu