Evidence map›Paper›PMID 40875614›Full record

ArticlePloS one2025

Sulfur as a proxy for identifying coast-inland human mobility in Northern Iberia during Late Prehistory.

Borja González-Rabanal, Marco Vidal-Cordasco, Jennifer R Jones, Lucía Agudo Pérez, Eduardo Carmona-Ballestero, Belén López, Miguel Ángel Martín Merino, Ana Isabel Ortega, Lawrence G Straus, Rhiannon E Stevens and 3 more

Abstract readHistorical Article
In one paragraph

Article in PloS one, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

13 authors.

Borja González-RabanalGrupo I+D+i EvoAdapta, (Evolución Humana y Adaptaciones durante la Prehistoria), Departamento de Ciencias Históricas, Universidad de Cantabria, Santander, Spain.
Marco Vidal-CordascoGrupo I+D+i EvoAdapta, (Evolución Humana y Adaptaciones durante la Prehistoria), Departamento de Ciencias Históricas, Universidad de Cantabria, Santander, Spain.
Jennifer R JonesGrupo I+D+i EvoAdapta, (Evolución Humana y Adaptaciones durante la Prehistoria), Departamento de Ciencias Históricas, Universidad de Cantabria, Santander, Spain.ORCID https://orcid.org/0000-0002-9247-7994
Lucía Agudo PérezGrupo I+D+i EvoAdapta, (Evolución Humana y Adaptaciones durante la Prehistoria), Departamento de Ciencias Históricas, Universidad de Cantabria, Santander, Spain.
Eduardo Carmona-BallesteroServicio Territorial de Cultura, Turismo y Deporte de Valladolid, Junta de Castilla y León, Valladolid, Spain.
Belén LópezDepartamento de Biología de Organismos y Sistemas, Universidad de Oviedo, Oviedo, Spain.
Miguel Ángel Martín MerinoSociedad Española de Espeleología y Ciencias del Karst, Fundación Gómez Pardo, Madrid, Spain.
Ana Isabel OrtegaReal Academia Burgense de Historia y Bellas Artes, Institución Fernán González, Burgos, Spain.
Lawrence G StrausGrupo I+D+i EvoAdapta, (Evolución Humana y Adaptaciones durante la Prehistoria), Departamento de Ciencias Históricas, Universidad de Cantabria, Santander, Spain.
Rhiannon E StevensUCL Institute of Archaeology, University College London, London, United Kingdom.
Cristina Vega-MaesoServicio Territorial de Cultura, Turismo y Deporte de Segovia, Junta de Castilla y León, Valladolid, Spain.ORCID https://orcid.org/0000-0002-5329-9726
Manuel R González MoralesInstituto Internacional de Investigaciones Prehistóricas de Cantabria, Universidad de Cantabria, Banco Santander, Gobierno de Cantabria, Santander, Spain.
Ana B Marín-ArroyoGrupo I+D+i EvoAdapta, (Evolución Humana y Adaptaciones durante la Prehistoria), Departamento de Ciencias Históricas, Universidad de Cantabria, Santander, Spain.ORCID https://orcid.org/0000-0003-3353-5581

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Population movements constitute a significant driver of cultural change in prehistoric societies. In recent years, sulfur isotopes have emerged as a valuable approach for distinguishing human/animal provenance. However, the scarcity of sulfur isotope studies and the lack of baseline maps predicting their variations in the landscape limit our current knowledge about mobility behaviours. Here, we first present the δ34S isotope values of 142 human and animal bone collagen samples from coastal and inland funerary sites located in northern Iberia. Second, to apply a multivariate machine-learning regression and a random forest model to predict sulfur isotope variations across Iberia, we compiled the sulfur isotope data from 554 specimens of 41 archaeological locations from Holocene contexts. Our research demonstrated that population movement between coastal and inland locations is observable through differences in the δ34S isotope values of individuals linked to their respective environments, suggesting migrations on both sides of the Cantabrian mountain range. The resulting isoscape model demonstrates that sulfur isotope patterns are highly predictable, with 82% of the sulfur isotope variation explained by only four variables: elevation, Bouguer anomaly, distance from the coast, and strontium isotope values. While the model is highly accurate for regions with large amounts of data, such as northern Iberia, Central and Eastern Iberia still require more sulfur isotope data to predict isoscapes.

Indexed as

Human MigrationSulfurSulfur IsotopesAnimalsArchaeologyBone and BonesCollagenHistory, AncientHumansSpainCollagenSulfurSulfur Isotopes

Identifiers

PMID40875614
PMCPMC12393764

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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.