{"id":834,"date":"2025-12-11T13:01:56","date_gmt":"2025-12-11T18:01:56","guid":{"rendered":"https:\/\/www2.whoi.edu\/site\/paleofishes\/?p=834"},"modified":"2025-12-11T13:06:58","modified_gmt":"2025-12-11T18:06:58","slug":"new-paper-quantifying-the-denticle-multiverse-by-rubin-et-al-2025-is-out","status":"publish","type":"post","link":"https:\/\/www2.whoi.edu\/site\/paleofishes\/new-paper-quantifying-the-denticle-multiverse-by-rubin-et-al-2025-is-out\/","title":{"rendered":"New Paper: &#8220;Quantifying the Denticle Multiverse&#8221; by Rubin et al 2025 is out!"},"content":{"rendered":"<p>A huge congratulations to Leah Rubin, PaleoFISHES Visiting PhD student and all of Team Denticles for the publication of a paper that has been &#8220;in the works&#8221; since, well, 2014 (and really since ~2017). The paper, &#8220;Quantifying the Denticle Multiverse: A Standardized Coding System to Capture Three Dimensional Morphological Variations for Quantitative Evolutionary and Ecological Studies of Elasmobranch Denticles&#8221; presents a universal character coding scheme to capture denticle morphological diversity. The coding scheme is not dependent on imaging type, and can be used by researchers in all fields &#8211; from paleontology to functional morphology to developmental biology to bio-inspired design. The paper is fully opens source, and it comes with a fully developed R package to carry out analyses.<\/p>\n<div class=\"wp-block-image\">\n<div class=\"wp-block-image\">\n<div class=\"wp-block-image\">\n<div class=\"wp-block-image\"><img loading=\"lazy\" class=\"aligncenter wp-image-836 size-full\" src=\"https:\/\/www2.whoi.edu\/site\/paleofishes\/wp-content\/uploads\/sites\/163\/2025\/12\/Multiverse_fig2.png\" alt=\"Image shows three different shaped denticles, each reproduced ~7 times in a line. Each reproduction of the denticle highlights a different character state.\" width=\"3000\" height=\"1928\" srcset=\"https:\/\/www2.whoi.edu\/site\/paleofishes\/wp-content\/uploads\/sites\/163\/2025\/12\/Multiverse_fig2.png 3000w, https:\/\/www2.whoi.edu\/site\/paleofishes\/wp-content\/uploads\/sites\/163\/2025\/12\/Multiverse_fig2-300x193.png 300w, https:\/\/www2.whoi.edu\/site\/paleofishes\/wp-content\/uploads\/sites\/163\/2025\/12\/Multiverse_fig2-1024x658.png 1024w, https:\/\/www2.whoi.edu\/site\/paleofishes\/wp-content\/uploads\/sites\/163\/2025\/12\/Multiverse_fig2-768x494.png 768w, https:\/\/www2.whoi.edu\/site\/paleofishes\/wp-content\/uploads\/sites\/163\/2025\/12\/Multiverse_fig2-1536x987.png 1536w, https:\/\/www2.whoi.edu\/site\/paleofishes\/wp-content\/uploads\/sites\/163\/2025\/12\/Multiverse_fig2-2048x1316.png 2048w\" sizes=\"(max-width: 3000px) 100vw, 3000px\" \/><\/div>\n<\/div>\n<div>Read an interview with lead author Leah Rubin here: <a href=\"https:\/\/iobopen.com\/2025\/11\/21\/every-research-experience-is-a-data-point-spotlight-on-iob-co-author-leah-rubin\/\" target=\"_blank\" rel=\"noopener\">https:\/\/iobopen.com\/2025\/11\/21\/every-research-experience-is-a-data-point-spotlight-on-iob-co-author-leah-rubin\/<\/a><\/div>\n<div>Read the full paper here: <a href=\"https:\/\/academic.oup.com\/iob\/article\/7\/1\/obaf021\/8129726\" target=\"_blank\" rel=\"noopener\">https:\/\/academic.oup.com\/iob\/article\/7\/1\/obaf021\/8129726<\/a><\/div>\n<div>Download the R package: <a href=\"https:\/\/github.com\/esibert\/ichthyoliths\" target=\"_blank\" rel=\"noopener\">https:\/\/github.com\/esibert\/ichthyoliths<\/a><\/div>\n<div>\n<div class=\"oxford-citation-text\">\n<p>Full paper citation: L D Rubin, G J Fraser, M K Gabler-Smith, G V Lauder, W V Ribeiro, D F B Vaz, N Wallis-Mauro, E C Sibert, Quantifying the Denticle Multiverse: A Standardized Coding System to Capture Three Dimensional Morphological Variations for Quantitative Evolutionary and Ecological Studies of Elasmobranch Denticles, <em>Integrative Organismal Biology<\/em>, Volume 7, Issue 1, 2025, obaf021, <a href=\"https:\/\/doi.org\/10.1093\/iob\/obaf021\" target=\"_blank\" rel=\"noopener\" data-google-interstitial=\"false\">https:\/\/doi.org\/10.1093\/iob\/obaf021<\/a><\/p>\n<p>&nbsp;<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div><\/div>\n","protected":false},"excerpt":{"rendered":"<p>A huge congratulations to Leah Rubin, PaleoFISHES Visiting PhD student and all of Team Denticles for the publication of a paper that has been &#8220;in the works&#8221; since, well, 2014 (and really since ~2017). The paper, &#8220;Quantifying the Denticle Multiverse: A Standardized Coding System to Capture Three Dimensional Morphological Variations for Quantitative Evolutionary and Ecological&hellip;<\/p>\n","protected":false},"author":197,"featured_media":836,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":[],"categories":[1],"tags":[],"_links":{"self":[{"href":"https:\/\/www2.whoi.edu\/site\/paleofishes\/wp-json\/wp\/v2\/posts\/834"}],"collection":[{"href":"https:\/\/www2.whoi.edu\/site\/paleofishes\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www2.whoi.edu\/site\/paleofishes\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www2.whoi.edu\/site\/paleofishes\/wp-json\/wp\/v2\/users\/197"}],"replies":[{"embeddable":true,"href":"https:\/\/www2.whoi.edu\/site\/paleofishes\/wp-json\/wp\/v2\/comments?post=834"}],"version-history":[{"count":3,"href":"https:\/\/www2.whoi.edu\/site\/paleofishes\/wp-json\/wp\/v2\/posts\/834\/revisions"}],"predecessor-version":[{"id":843,"href":"https:\/\/www2.whoi.edu\/site\/paleofishes\/wp-json\/wp\/v2\/posts\/834\/revisions\/843"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www2.whoi.edu\/site\/paleofishes\/wp-json\/wp\/v2\/media\/836"}],"wp:attachment":[{"href":"https:\/\/www2.whoi.edu\/site\/paleofishes\/wp-json\/wp\/v2\/media?parent=834"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www2.whoi.edu\/site\/paleofishes\/wp-json\/wp\/v2\/categories?post=834"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www2.whoi.edu\/site\/paleofishes\/wp-json\/wp\/v2\/tags?post=834"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}