A latent Gaussian model for compositional data with zeros

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Aitchison’s Compositional Data Analysis 40 Years on: A Reappraisal (2022, background): “The many other approaches to CoDA which do not rely on logratios are not surveyed here, for example [89, 12, 84, 81, 88], to mention only a few.”
Non-linear regression models for Approximate Bayesian Computation (2008, background): “It has also recently been suggested in the context of compositional data (Butler and Glasbey 2008), and applied in extreme value theory (Bortot et al. 2007) and Gibbs random fields (Grelaud et al. 2009).”
Colours and Cocktails: Compositional Data Analysis 2013 Lancaster Lecture (2014, methodology): “Butler & Glasbey (2008) comment that dealing successfully with zeros may be incompatible with satisfying subcompositional coherence.”
Bayesian-multiplicative treatment of count zeros in compositional data sets (2015, background): “Other studies dealt with other different treatments (e.g., Aebischer et al., 1993; Elston et al., 1996; Friedman and Alm, 2012; Rodrigues and Lima, 2009) or with other types of zeros (e.g., Butler and Glasbey, 2008; MartínFernández et al., 2012; Stewart and Field, 2010).”