Evidence map›Paper›PMID 42013181›Full record

ArticlePloS one2026

Trimineralic abalone shells (Haliotis iris Gmelin, 1791) and X-ray diffractometry: A Bayesian calibration model for resolving complex skeletal mineralogy.

Abigail M Smith, Peter W Dillingham, Conor Hassan, Bryce A Peebles, Ian S Dixon-Anderson

Abstract read
In one paragraph

Article in PloS one, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

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2 · The registry

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3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

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5 · Who and what money

Authors and funding

5 authors.

Abigail M SmithDepartment of Marine Science, University of Otago, Dunedin, New Zealand.ORCID https://orcid.org/0000-0001-6468-9124
Peter W DillinghamDepartment of Mathematics and Statistics and Coastal People Southern Skies Centre of Research Excellence, University of Otago, Dunedin, New Zealand.
Conor HassanDepartment of Mathematics and Statistics and Coastal People Southern Skies Centre of Research Excellence, University of Otago, Dunedin, New Zealand.
Bryce A PeeblesDepartment of Marine Science, University of Otago, Dunedin, New Zealand.
Ian S Dixon-AndersonDepartment of Marine Science, University of Otago, Dunedin, New Zealand.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

X-ray diffractometry (XRD) is commonly used to determine both aragonite:calcite ratio and Mg content (in calcite) in biogenic skeletal carbonate. Bimineral taxa, such as many abalone, combine aragonite and calcite, or sometimes two distinct calcites, in a single skeleton. At least some abalone shells are, however, formed of three discrete carbonate minerals: aragonite, high-Mg calcite, and low-Mg calcite. Here we develop and apply a new system based on a Bayesian calibration model, an extension of the Reference Intensity Ratio method that accommodates heteroskedastic noise, for determining relative proportions in trimineralic biogenic carbonate using XRD patterns. We describe the system, validate and assess the system using biomineral standards, and quantify sources of error. We then use the system to describe mineralogical variation within the sometimes-trimineralic New Zealand black-footed pāua Haliotis iris. All specimens contained aragonite, and most contained low-Mg calcite, with older shell showing decreasing amounts of calcite (presumably due to wear of this external layer). Almost all specimens from Kaikoura contained at least some high-Mg calcite, thus being tri-mineralic. This mixture of three biogenic carbonates is most unusual, so we have used our new method of analysing XRD patterns to estimate the proportions of three co-occurring skeletal carbonate minerals in this marine invertebrate. We also provide the first detailed analysis of uncertainty and precision in XRD analysis of skeletal carbonate mineralogy.

Indexed as

Animal ShellsCalcium CarbonateGastropodaMineralsX-Ray DiffractionAnimalsBayes TheoremCalibrationMagnesiumCalcium CarbonateMagnesiumMinerals

Identifiers

PMID42013181
PMCPMC13099099

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.