Geometric Morphometrics and Machine Learning Models Applied to the Study of Late Iron Age Cut Marks from Central Spain
dc.contributor.author | Maté González, Miguel Ángel | |
dc.contributor.author | Estaca Gómez, Verónica | |
dc.contributor.author | Aramendi Picado, Julia | |
dc.contributor.author | Sáez Blázquez, Cristina | |
dc.contributor.author | Rodríguez Hernández, Jesús | |
dc.contributor.author | Yravedra Sainz de los Terreros, José | |
dc.contributor.author | Ruiz Zapatero, Gonzalo | |
dc.contributor.author | Álvarez Sanchís, Jesús R. | |
dc.date.accessioned | 2023-03-30T17:26:17Z | |
dc.date.available | 2023-03-30T17:26:17Z | |
dc.date.issued | 2023-03-21 | |
dc.identifier.citation | Applied Sciences 13(6) : (2023) // Article ID 3967 | es_ES |
dc.identifier.issn | 2076-3417 | |
dc.identifier.uri | http://hdl.handle.net/10810/60576 | |
dc.description.abstract | Recently the incorporation of artificial intelligence has allowed the development of valuable methodological advances in taphonomy. Some studies have achieved great precision in identifying the carnivore that produced tooth marks. Additionally, other works focused on human activity have managed to specify what type of tool or raw material was used in the filleting processes identified at the sites. Through the use of geometric morphometrics and machine learning techniques, the present study intends to analyze the cut marks of the Ulaca oppidum (Solosancho, Ávila, Spain) in order to identify the type of tools used during carcass modification. Although the Ulaca oppidum is an Iron Age site, the results suggest that most of the cut marks were produced with flint tools. | es_ES |
dc.description.sponsorship | During the development of the present work J.A. was funded by the Euskal Herriko Unibertsitatea [ESPDOC21/05]. This work has been partially funded by the Ministerio de Ciencia e Innovación (project PID2021-123721OB-I00 funded by MCIN/AEI/10.13039/501100011033/FEDER, UE) and Fundación Española para la Ciencia y la Tecnología (FCT-21-17318). M.Á.M.-G. and C.S.B. acknowledges the grant RYC2021-034813-I and RYC2021-034720-I respectively, funded by MCIN/AEI/10.13039/501100011033 and by European Union “NextGenerationEU”/PRTR. | es_ES |
dc.language.iso | eng | es_ES |
dc.publisher | MDPI | es_ES |
dc.relation | info:eu-repo/grantAgreement/MICINN/PID2021-123721OB-I00 | es_ES |
dc.relation | info:eu-repo/grantAgreement/MICINN/RYC2021-034813-I | es_ES |
dc.relation | info:eu-repo/grantAgreement/MICINN/RYC2021-034720-I | es_ES |
dc.rights | info:eu-repo/semantics/openAccess | es_ES |
dc.rights.uri | http://creativecommons.org/licenses/by/4.0/ | |
dc.subject | Iron Age | es_ES |
dc.subject | geometric morphology | es_ES |
dc.subject | robust statistics | es_ES |
dc.subject | Vettones | es_ES |
dc.subject | zooarchaeology | es_ES |
dc.subject | taphonomy | es_ES |
dc.subject | cut marks | es_ES |
dc.title | Geometric Morphometrics and Machine Learning Models Applied to the Study of Late Iron Age Cut Marks from Central Spain | es_ES |
dc.type | info:eu-repo/semantics/article | es_ES |
dc.date.updated | 2023-03-28T12:56:30Z | |
dc.rights.holder | © 2023 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/ 4.0/). | es_ES |
dc.relation.publisherversion | https://www.mdpi.com/2076-3417/13/6/3967 | es_ES |
dc.identifier.doi | 10.3390/app13063967 | |
dc.departamentoes | Geología | |
dc.departamentoeu | Geologia |
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Except where otherwise noted, this item's license is described as © 2023 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/ 4.0/).