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Adult female elephant seals at A\u00f1o Nuevo Reserve and other colonies along the west coast of North America were tracked annually from 2004 to 2020, resulting in a total of 653 instrument deployments. This paper outlines the compilation and curation process of these high-resolution diving and location data, now accessible in two Dryad repositories. The code used for data processing alongside the corresponding workflow is available through GitHub and Zenodo. This data set represents 3,844,927 dives and 596,815 locations collected from 475 individual seals with 178 repeat samplings over 17 years. We anticipate that these data will stimulate further analysis and investigation into elephant seal biology and aid in developing new analytical approaches for large marine predators.<\/jats:p>","DOI":"10.1038\/s41597-024-04084-4","type":"journal-article","created":{"date-parts":[[2024,12,18]],"date-time":"2024-12-18T17:51:57Z","timestamp":1734544317000},"update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":10,"title":["Two decades of three-dimensional movement data from adult female northern elephant seals"],"prefix":"10.1038","volume":"11","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-0233-5782","authenticated-orcid":false,"given":"Daniel P.","family":"Costa","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8668-3839","authenticated-orcid":false,"given":"Rachel 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