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  p3k14c, a synthetic global database of archaeological radiocarbon dates

Bird, D., Miranda, L., Vander Linden, M., Robinson, E., Bocinsky, R. K., Nicholson, C., et al. (2022). p3k14c, a synthetic global database of archaeological radiocarbon dates. Scientific Data, 9(1): s41597-022-01118-7. Retrieved from 10.1038/s41597-022-01118-7.

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 Creators:
Bird, Darcy1, Author           
Miranda, Lux, Author
Vander Linden, Marc, Author
Robinson, Erick, Author
Bocinsky, R. Kyle, Author
Nicholson, Chris, Author
Capriles, José M., Author
Finley, Judson Byrd, Author
Gayo, Eugenia M., Author
Gil, Adolfo, Author
d’Alpoim Guedes, Jade, Author
Hoggarth, Julie A., Author
Kay, Andrea1, Author           
Loftus, Emma, Author
Lombardo, Umberto, Author
Mackie, Madeline, Author
Palmisano, Alessio, Author
Solheim, Steinar, Author
Kelly, Robert L., Author
Freeman, Jacob, Author
Affiliations:
1Archaeology, Max Planck Institute for the Science of Human History, Max Planck Society, ou_2074312              

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Free keywords: Archaeology, Chemistry
 Abstract: Archaeologists increasingly use large radiocarbon databases to model prehistoric human demography (also termed paleo-demography). Numerous independent projects, funded over the past decade, have assembled such databases from multiple regions of the world. These data provide unprecedented potential for comparative research on human population ecology and the evolution of social-ecological systems across the Earth. However, these databases have been developed using different sample selection criteria, which has resulted in interoperability issues for global-scale, comparative paleo-demographic research and integration with paleoclimate and paleoenvironmental data. We present a synthetic, global-scale archaeological radiocarbon database composed of 180,070 radiocarbon dates that have been cleaned according to a standardized sample selection criteria. This database increases the reusability of archaeological radiocarbon data and streamlines quality control assessments for various types of paleo-demographic research. As part of an assessment of data quality, we conduct two analyses of sampling bias in the global database at multiple scales. This database is ideal for paleo-demographic research focused on dates-as-data, bayesian modeling, or summed probability distribution methodologies.

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Language(s): eng - English
 Dates: 2022-01-27
 Publication Status: Published online
 Pages: 19
 Publishing info: -
 Table of Contents: Background & Summary
Methods
- Procedures — data sources.
- Procedures — data selection.
- Procedures — manual cleaning.
- Preliminary cleaning and dataset review.
- Procedures — automated cleaning (“scrubbing”).
- Purging records with lab codes from unknown laboratories.
- Standardizing coordinate formats among records with location data.
- Handling duplicate entries.
- Miscellaneous cleaning of anomalous data.
- Obfuscation of precise coordinates for certain dates.
- Correction procedure for unicode encoding anomalies.
Data Records
Technical Validation
- Basic results of data cleaning.
- Kernel density analysis.
- Case studies comparing number of sites and dates.
- Regional case studies.
- United states case studies.
Usage Notes
- Regional usage and quality.
- Usage notes for R users.
 Rev. Type: Peer
 Identifiers: URI: 10.1038/s41597-022-01118-7
Other: shh3137
 Degree: -

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Title: Scientific Data
  Abbreviation : Sci. Data
Source Genre: Journal
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Publ. Info: London, United Kingdom : Nature Publishing Group
Pages: 27 Volume / Issue: 9 (1) Sequence Number: s41597-022-01118-7 Start / End Page: - Identifier: ISSN: 2052-4463
CoNE: https://pure.mpg.de/cone/journals/resource/2052-4463