Discriminant function analysis of atlas and axis vertebrae of the toothed whale to facilitate species identification in zooarchaeological specimens

Abstract Cetaceans have long been exploited as a key marine resource for subsistence in many parts of the world. The bones of cetaceans in archaeological deposits tend to be highly fragmented but can be distinguished from other mammals by their unique cancellous texture. However, distinguishing spec...

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Published in:International Journal of Osteoarchaeology
Main Authors: Thongcharoenchaikit, Cholawit, Eda, Masaki
Format: Article in Journal/Newspaper
Language:English
Published: Wiley 2020
Subjects:
Online Access:http://dx.doi.org/10.1002/oa.2915
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spelling crwiley:10.1002/oa.2915 2024-06-02T08:15:16+00:00 Discriminant function analysis of atlas and axis vertebrae of the toothed whale to facilitate species identification in zooarchaeological specimens Thongcharoenchaikit, Cholawit Eda, Masaki 2020 http://dx.doi.org/10.1002/oa.2915 https://api.wiley.com/onlinelibrary/tdm/v1/articles/10.1002%2Foa.2915 https://onlinelibrary.wiley.com/doi/pdf/10.1002/oa.2915 https://onlinelibrary.wiley.com/doi/full-xml/10.1002/oa.2915 en eng Wiley http://onlinelibrary.wiley.com/termsAndConditions#vor International Journal of Osteoarchaeology volume 30, issue 6, page 843-854 ISSN 1047-482X 1099-1212 journal-article 2020 crwiley https://doi.org/10.1002/oa.2915 2024-05-03T11:04:19Z Abstract Cetaceans have long been exploited as a key marine resource for subsistence in many parts of the world. The bones of cetaceans in archaeological deposits tend to be highly fragmented but can be distinguished from other mammals by their unique cancellous texture. However, distinguishing species of cetaceans from one another is difficult because of their high morphological similarity. The current study establishes taxonomic identification criteria based on the atlas and axis vertebrae of modern toothed whale species, using discriminant function analysis (DFA). Canonical DFA was effective at classifying the atlas and axis vertebrae of modern toothed whales in a hierarchical classification system, with a successful classification rate in the superfamily of 97.1%, the family of 89.6% and subfamily of 78.9%. Of the 18 modern, toothed whale species, six scored the highest correct identification rate for each species (100.0%), whereas four other species had reasonably correct identification rates (80.0–99.0%), suggesting that species level identification of these species is sufficiently reliable. Application of the canonical DFA to identify the atlas and axis vertebrate of a zooarchaeological toothed whale from the Kafukai‐1 site, Rebun Island, Japan, resulted in a successful hierarchical classification at the species level. This paper demonstrates that the DFA approach is effective for identifying the atlas and axis vertebrate of toothed whales from archaeological sites. Further trials including the selection and reduction of further measurements are required for application to incomplete zooarchaeological materials to obtain correct classifications. Article in Journal/Newspaper toothed whale toothed whales Wiley Online Library International Journal of Osteoarchaeology 30 6 843 854
institution Open Polar
collection Wiley Online Library
op_collection_id crwiley
language English
description Abstract Cetaceans have long been exploited as a key marine resource for subsistence in many parts of the world. The bones of cetaceans in archaeological deposits tend to be highly fragmented but can be distinguished from other mammals by their unique cancellous texture. However, distinguishing species of cetaceans from one another is difficult because of their high morphological similarity. The current study establishes taxonomic identification criteria based on the atlas and axis vertebrae of modern toothed whale species, using discriminant function analysis (DFA). Canonical DFA was effective at classifying the atlas and axis vertebrae of modern toothed whales in a hierarchical classification system, with a successful classification rate in the superfamily of 97.1%, the family of 89.6% and subfamily of 78.9%. Of the 18 modern, toothed whale species, six scored the highest correct identification rate for each species (100.0%), whereas four other species had reasonably correct identification rates (80.0–99.0%), suggesting that species level identification of these species is sufficiently reliable. Application of the canonical DFA to identify the atlas and axis vertebrate of a zooarchaeological toothed whale from the Kafukai‐1 site, Rebun Island, Japan, resulted in a successful hierarchical classification at the species level. This paper demonstrates that the DFA approach is effective for identifying the atlas and axis vertebrate of toothed whales from archaeological sites. Further trials including the selection and reduction of further measurements are required for application to incomplete zooarchaeological materials to obtain correct classifications.
format Article in Journal/Newspaper
author Thongcharoenchaikit, Cholawit
Eda, Masaki
spellingShingle Thongcharoenchaikit, Cholawit
Eda, Masaki
Discriminant function analysis of atlas and axis vertebrae of the toothed whale to facilitate species identification in zooarchaeological specimens
author_facet Thongcharoenchaikit, Cholawit
Eda, Masaki
author_sort Thongcharoenchaikit, Cholawit
title Discriminant function analysis of atlas and axis vertebrae of the toothed whale to facilitate species identification in zooarchaeological specimens
title_short Discriminant function analysis of atlas and axis vertebrae of the toothed whale to facilitate species identification in zooarchaeological specimens
title_full Discriminant function analysis of atlas and axis vertebrae of the toothed whale to facilitate species identification in zooarchaeological specimens
title_fullStr Discriminant function analysis of atlas and axis vertebrae of the toothed whale to facilitate species identification in zooarchaeological specimens
title_full_unstemmed Discriminant function analysis of atlas and axis vertebrae of the toothed whale to facilitate species identification in zooarchaeological specimens
title_sort discriminant function analysis of atlas and axis vertebrae of the toothed whale to facilitate species identification in zooarchaeological specimens
publisher Wiley
publishDate 2020
url http://dx.doi.org/10.1002/oa.2915
https://api.wiley.com/onlinelibrary/tdm/v1/articles/10.1002%2Foa.2915
https://onlinelibrary.wiley.com/doi/pdf/10.1002/oa.2915
https://onlinelibrary.wiley.com/doi/full-xml/10.1002/oa.2915
genre toothed whale
toothed whales
genre_facet toothed whale
toothed whales
op_source International Journal of Osteoarchaeology
volume 30, issue 6, page 843-854
ISSN 1047-482X 1099-1212
op_rights http://onlinelibrary.wiley.com/termsAndConditions#vor
op_doi https://doi.org/10.1002/oa.2915
container_title International Journal of Osteoarchaeology
container_volume 30
container_issue 6
container_start_page 843
op_container_end_page 854
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