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Beyond Bones: Integrating Statistics and Machine Learning Tools into Archaeological Evidence to Decode Neanderthal-Carnivore Scenarios

Description du projet

Les Néandertaliens et les carnivores dans les écosystèmes anciens

Les Néandertaliens constituent l’une des espèces les plus énigmatiques de l’histoire de l’humanité. Leurs interactions avec les carnivores fascinent depuis longtemps les scientifiques, car elles offrent un aperçu des écosystèmes anciens. Soutenu par le programme Actions Marie Skłodowska-Curie (MSCA), le projet BITES vise à percer ce mystère, en recourant à des méthodologies innovantes pour reconstruire la dynamique Néandertal-carnivore. En exploitant les statistiques à différentes variables ainsi que l’apprentissage automatique, les chercheurs quantifieront les activités sur les sites du Paléolithique moyen en Ibérie, en discernant les schémas de fouille, d’évitement et de compétition. Ces informations pourraient révéler comment ces interactions ont influencé l’exploitation des niches et les schémas de peuplement des Néandertaliens, ce qui pourrait apporter un éclairage sur leur disparition. Grâce à cette fusion de techniques de pointe et de données anciennes, BITES nous permettra de mieux comprendre l’écologie des Néandertaliens.

Objectif

The relationship between humans and their natural environment has significantly shaped our evolutionary history. Carnivores in particular, our main competitors in many past ecosystems, likely had a profound impact on hominin behaviours. Neanderthals, potentially more carnivorous than other hominin species, present an intriguing focus. Were the relationships between Neanderthals and carnivores primarily rooted in rivalry, mutual avoidance, or subtle survival adaptations? How did they impact Neanderthal niche exploitation? Can changes in these interactions shed light on Neanderthal disappearance? Archaeological sites yield thousands of animal bone fragments with traces of Neanderthal and carnivore consumption that offer valuable insights into this coexistence. Yet, these data remain underexploited, due to the challenges derived from interpreting complex mixed taphonomic processes. The BITES project aims to reconstruct Neanderthal-carnivore interactions using targeted quantitative methodologies, which are tailored to detect patterns previously unattainable with traditional approaches. Employing both multivariate statistics and machine learning, I will initially accurately quantify hominin and carnivore relative activities across four Middle Paleolithic sites in Iberia set in different environments. Subsequently, reusing literature data, the project will build statistical and machine learning models to identify the main interaction type in previously studied sites, including scavenging, avoidance, and competition for prey. Lastly, the project will explore any environmental, spatial, or temporal shifts in these interactions and their potential correlation with settlement patterns and the eventual disappearance of Neanderthals. The findings derived from bridging cutting-edge methods with ancient data promise to reshape our perspective of Neanderthal ecological behaviour and adaptive strategies, introducing fresh, integrative approaches in Paleolithic research.

Coordinateur

UNIVERSIDADE DO ALGARVE
Contribution nette de l'UE
€ 156 778,56
Adresse
CAMPUS DE PENHA
8005 139 Faro
Portugal

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Région
Continente Algarve Algarve
Type d’activité
Higher or Secondary Education Establishments
Liens
Coût total
Aucune donnée

Partenaires (1)