Coder Social home page Coder Social logo

yesdavid / culturaltaxonomies_finalpalaeolithic Goto Github PK

View Code? Open in Web Editor NEW
3.0 1.0 0.0 92.84 MB

Research compendium for 'Riede et al. (2023) A meta-analysis of Final Palaeolithic/earliest Mesolithic cultural taxonomy and evolution in Europe'

License: MIT License

R 24.85% TeX 49.74% Rich Text Format 25.42%

culturaltaxonomies_finalpalaeolithic's Introduction

Research compendium for 'A quantiative analysis of Final Palaeolithic/earliest Mesolithic cultural taxonomy and evolution in Europe'

Compendium DOI:

DOI

The files at the URL above will generate the results as found in the publication. The files hosted at https://github.com/yesdavid/CulturalTaxonomies_FinalPalaeolithic are the development versions and may have changed since the paper was published.

Maintainer of this repository:

ORCiD David N. Matzig ([email protected])

Published in:

Felix Riede, David N. Matzig, Miguel Biard, Philippe Crombé, Federica Fontana, Daniel Groß, Thomas Hess, Mathieu Langlais, Javier Fernández-Lopéz de Pablo, Ludovic Mevel, William Mills, Martin Moník, Nicolas Naudinot, Caroline Posch, Tomas Rimkus, Damian Stefański, Hans Vandendriessche, Shumon T. Hussain (2024) A quantitative analysis of Final Palaeolithic/earliest Mesolithic cultural taxonomy and evolution in Europe. PLoS ONE 19(3): e0299512. https://doi.org/10.1371/journal.pone.0299512.

Abstract:

Archaeological systematics, together with spatial and chronological information, are commonly used to infer cultural evolutionary dynamics in the past. For the study of the Palaeolithic, and particularly the European Final Palaeolithic and earliest Mesolithic, proposed changes in material culture are often interpreted as reflecting historical processes, migration, or cultural adaptation to climate change and resource availability. Yet, cultural taxonomic practice is known to be variable across research history and academic traditions, and few large-scale replicable analyses across such traditions have been undertaken. Drawing on recent developments in computational archaeology, we here present a data-driven assessment of the existing Final Palaeolithic/earliest Mesolithic cultural taxonomy in Europe. Our dataset consists of a large expert-sourced compendium of key sites, lithic toolkit composition, blade and bladelet production technology, as well as lithic armatures. The dataset comprises 16 regions and 86 individually named archaeological taxa (‘cultures’), covering the period between ca. 15,000 and 11,000 years ago (cal BP). Using these data, we explore to what extent the dynamics observed in different lithic data domains (toolkits, technologies, armature shapes) correspond to each other and to the culture-historical relations of taxonomic units implied by traditional naming practice. Our analyses support the widespread conception that some dimensions of material culture became more diverse towards the end of the Pleistocene and the very beginning of the Holocene. At the same time, cultural taxonomic unit coherence and efficacy appear variable, leading us to explore potential biases introduced by regional research traditions, inter-analyst variation, and the role of disjunct macroevolutionary processes. In discussing the implications of these findings for narratives of cultural change and diversification across the Pleistocene-Holocene transition, we emphasize the increasing need for cooperative research and systematic archaeological meta-analyses.

Keywords:

Final Palaeolithic; lithic technology; archaeological culture; systematics; geometric morphometrics; macro-archaeology; hunter-gatherers

Overview of contents and how to reproduce:

This repository contains data (1_data) and code (2_scripts) for the paper. After downloading, the results can be reproduced using .Rproj and the existing folder structure. The required packages and their versions which have been used in this study are listed below and in the DESCRIPTION-file. All analyses and visualisations presented in this paper were prepared in R 4.2.2 under Ubuntu 18.04.5 LTS (64-bit).

Required R-packages and their versions:

ape (>= 5.7-1), data.table (>= 1.14.8), dendextend (>= 1.17.1), dispRity (>= 1.7.0), dplyr (>= 1.1.2), dummies (>= 1.5.6), e1071 (>= 1.7-13), ecodist (>= 2.0.9), forcats (>= 1.0.0), future (>= 1.32.0), future.apply (>= 1.10.0), geosphere (>= 1.5-18), ggplot2 (>= 3.4.2), ggpointgrid (>= 1.2.0), ggtree (>= 3.6.2), magrittr (>= 2.0.3), mgcv (>= 1.8-42), Momocs (>= 1.4.0), nlme (>= 3.1-162), parallel (>= 4.3.1), phangorn (>= 2.11.1), phytools (>= 1.5-1), randomcoloR (>= 1.1.0.1), raster (>= 3.6-20), readr (>= 2.1.4), reshape2 (>= 1.4.4), rgeos (>= 0.6-2), rworldmap (>= 1.3-6), scales (>= 1.2.1), sp (>= 1.6-0), splitstackshape (>= 1.4.8), tictoc (>= 1.2), vegan (>= 2.6-4)

These particular package versions can be downloaded and installed from the Posit Package Manager via the install_packages.R script provided in this repository. Alternatively, users can download and employ the CultTaxFinalPal.sif Singularity/Apptainer container provided on Zenodo (https://doi.org/10.5281/zenodo.10061126). To use the Singularity file interactively, use the following command: singularity exec CultTaxFinalPal.sif R.

Licenses:

Code: MIT http://opensource.org/licenses/MIT year: 2023, copyright holder: David Nicolas Matzig

culturaltaxonomies_finalpalaeolithic's People

Contributors

yesdavid avatar

Stargazers

 avatar  avatar  avatar

Watchers

 avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.