PNICER: Extinction estimator

Publications: Other publicationOther

Abstract

PNICER estimates extinction for individual sources and creates extinction maps using unsupervised machine learning algorithms. Extinction towards single sources is determined by fitting Gaussian Mixture Models along the extinction vector to (extinction-free) control field observations. PNICER also offers access to the well-established NICER technique in a simple unified interface and is capable of building extinction maps including the NICEST correction for cloud substructure.
Original languageEnglish
Publication statusPublished - 1 Nov 2020

Austrian Fields of Science 2012

  • 103003 Astronomy

Keywords

  • Software

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