The application of a genetic algorithm in the correlation of intra‐individual isotopic Sr dental records for archaeological and palaeontological reconstruction of years‐long mobility

Abstract Methodological correlation of biogeochemical records is a common challenge in studies of animal and human palaeoecology. The correlation of datasets needs a repeatable mathematical method and statistical control of the strength of achieved correlation. To address it, we applied GenCorr software, a genetic algorithm designed for correlating the stable isotope records in speleothems, to correlate the intra‐individual high‐resolution strontium ( 87 Sr/ 86 Sr) laser ablation inductively coupled plasma mass spectrometric profiles in horse teeth from an archaeological context. We found GenCorr to provide very good correlation for both high‐resolution profiles and profiles with the resolution selectively reduced. The method can be applied to other data as well, such as stable isotope or trace element profiles.

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Publication Details

Journal
Archaeometry
Published
2025-06-30
DOI
https://doi.org/10.1111/arcm.70010
Citations
1
Primary Topic
Forensic Anthropology and Bioarchaeology Studies
Type
article
Field-Weighted Citation Impact
8.27
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article

The application of a genetic algorithm in the correlation of intra‐individual isotopic Sr dental records for archaeological and palaeontological reconstruction of years‐long mobility

Nina Kowalik, Jacek Pawlak, Robert Anczkiewicz, Daniel Makowiecki et al.
1 citations
Archaeometry
Forensic Anthropology and Bioarchaeology Studies
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article

The application of a genetic algorithm in the correlation of intra‐individual isotopic Sr dental records for archaeological and palaeontological reconstruction of years‐long mobility

Nina Kowalik, Jacek Pawlak, Robert Anczkiewicz, Daniel Makowiecki, Magdalena Krajcarz, Maciej T. Krajcarz
article en
1 citations

Abstract

Abstract Methodological correlation of biogeochemical records is a common challenge in studies of animal and human palaeoecology. The correlation of datasets needs a repeatable mathematical method and statistical control of the strength of achieved correlation. To address it, we applied GenCorr software, a genetic algorithm designed for correlating the stable isotope records in speleothems, to correlate the intra‐individual high‐resolution strontium ( 87 Sr/ 86 Sr) laser ablation inductively coupled plasma mass spectrometric profiles in horse teeth from an archaeological context. We found GenCorr to provide very good correlation for both high‐resolution profiles and profiles with the resolution selectively reduced. The method can be applied to other data as well, such as stable isotope or trace element profiles.

ArchaeometryVol. 67(6)
Nicolaus Copernicus University (PL), Instytut Nauk Geologicznych (PL), Institute of Systematics and Evolution of Animals (PL), Polish Academy of Sciences (PL)
Openalex Percentile: Top 4%
Forensic Anthropology and Bioarchaeology Studies
8.27
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