Elephant seal foraging success and dive behaviour
This metadata record supports the following paper (abstract below):
Green, D.B., Bestley, S., McMahon, C.R., Lea, M.A., Harcourt, R.G., Guinet, C. and Hindell, M.A., 2025. Elephant seal dive behaviour responds consistently to changes in foraging success regardless of sex or ocean habitat. PeerJ, 13, p.e20378. https://doi.org/10.7717/peerj.20378
This metadata record links to a Figshare repository that includes the analysis dataset along with workflows (and a readme) for creating it, running the analyses within the paper, and reproducing the figures.
A complete record of the seal tracking data supporting this study can be found on the IMOS AODN data portal, along with additional data on depth, temperature and salinity collecetd by the seal tags. This can be accessed through the following URL: https://portal.aodn.org.au/search, and selecting the side tabs: "Biological platforms" --> "land-sea mammals"
Paper Abstract
Understanding how air-breathing diving animals moderate their dive behaviour when foraging successfully is foundational in the study of their foraging ecology. Yet, this fundamental relationship remains unresolved with previous research pointing to inconsistent relationships, differing nominally according to sex, habitat type and scale. Empirically testing the relationships between dive effort responses and foraging success is further hampered because of challenges obtaining concurrent measures of behavioural responses and foraging success at sea. We compiled a multi-decadal dive dataset from 609 southern elephant seals, including their dive responses (transit rate, and relative dive and surface recovery duration) and buoyancy – changes in which provide an indirect measure of body condition change and foraging success. Using this dataset, we tested how seal dive behaviour alters when foraging remotely at sea. We found that as foraging success increased, seals increased transit (ascent, descent) rates and decreased relative dive durations for a given depth, with no response in surface recovery. Our results were consistent across sexes and foraging habitats, and account for the general effects of buoyancy on dive behaviour. The homogeneity of these findings suggests that there is a general functional response in which elephant seals perform, on average, shorter, steeper dives during periods of successful foraging. Importantly, we can align these results with predictions from the marginal value theorem (MVT), that a forager should remain in a patch only until gains drop below the neighbourhood mean. Our findings have broad-based implications for how ecologists interpret dive responses of wild marine animals, demonstrating the value of seeking independent in situ information on foraging success.
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- Date (Publication)
- 2026-01-14T00:00:00
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- Credit
- This research was supported by the Australian Research Council Special Research Initiative, Australian Centre for Excellence in Antarctic Science (Project Number SR200100008).
- Credit
- This research was supported by the Australian Research Council Special Research Initiative, Australian Centre for Excellence in Antarctic Science (Project Number SR200100008). Funding for the fieldwork was supplied by Australia’s Integrated Marine Observing System (IMOS), and NIWA New Zealand and Australian Antarctic science grants. Data for this study were sourced through the Australian Integrated Marine Observing System (IMOS). IMOS is enabled by the National Collaborative Research Infrastructure Strategy (NCRIS).
- Status
- Completed
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- Topic category
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- Biota
- Oceans
Extent
Temporal extent
- Time period
- 2004-01-27 2023-12-03
- Maintenance and update frequency
- Not planned
- Keywords (Theme)
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- Southern Ocean
- seals
- ecosystem dynamics
- ecosystem changes
- foraging behaviour
- biotelemtry
- phocid
- Keywords (Taxon)
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- Pinnipedia
- Phocidae
- Global Change Master Directory Earth Science Keywords, Version 8.5
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https://licensebuttons.net/l/by/4.0/88x31.png
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- Title
- Creative Commons Attribution 4.0 International License
- Alternate title
- CC-BY
- Edition
- 4.0
- Website
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https://creativecommons.org/licenses/by/4.0/
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- The citation in a list of references is: "Citation author name/s (year metadata published), metadata title. Citation author organisation/s. File identifier and Data accessed at (add http link)."
- Language
- English
- Character encoding
- UTF8
Content Information
- Content type
- Physical measurement
Distribution Information
- Distribution format
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- .CSV
Resource lineage
- Statement
- Full details of data processing can be found in the associated paper: Green, D.B., Bestley, S., McMahon, C.R., Lea, M.A., Harcourt, R.G., Guinet, C. and Hindell, M.A., 2025. Elephant seal dive behaviour responds consistently to changes in foraging success regardless of sex or ocean habitat. PeerJ, 13, p.e20378. https://doi.org/10.7717/peerj.20378 In brief, this dataset consists of individual seal dive effort metrics, drift rate and changes in drift rate, resolved to 1, 2, 3, 7, and 10 day means. We tested how seal dive behaviour alters when foraging remotely at sea. Full workflows for our analyses can be found at the linked Figshare address. The raw data supporting this dataset were collected using CTD-SRDLs on southern elephant seals Devices are deployed following standard operating procedures approved by the UTas ethics committee (see above ethics for project number). For device attachment, seals are chemically sedated, weighed, and measured, and the tag glued to the pelage on the seal’s head. The CTD-SRDLs remain on the seals until they either fall off at sea or during the annual moult. While at sea, CTD-SRDLs provide 2–15 ARGOS satellite location estimates per day and a random sample of dive profiles. Individual dives are summarized on board the device and aggregated into five time-depth segments, separated using a broken-stick algorithm which identified the four inflection points that best represent dive profile shape. Temperature, conductivity, and salinity profiles are also transmitted in an abstracted form with 17 inflection points determined in the same way as the dive profiles. Along with these summarised dive and CTD profiles, CTD-SRDLs also relay measurements of maximum dive depth, dive duration, and post-dive surface interval. Data processing includes: • Path analysis: To estimate the most likely path and dive locations for individual seals, we fitted the ARGOS satellite location estimates and associated errors within a state-space model with a correlated random walk structure, using the R-package “aniMotum” (https://github.com/ianjonsen/aniMotum; Jonsen et al., 2022), using the “seaTracks” wrapper code (https://github.com/davo-b-green/seaTracks). • Dive metric analysis: Seal dive metrics (dive residual, surface residual, hunting time, ascent rate, descent rate, drift rate and delta drift rate) are computed using code available in the “seaTracks” GitHub repository (https://github.com/davo-b-green/seaTracks). Not presented in this dataset, but accompanying CTD data collecetd by these tags are processed in the following manner, and made available through the IMOS AODN data portal following this URL: https://portal.aodn.org.au/search • CTD data processing: All summarised CTD profiles are processed and QC controlled by the IMOS animal tagging facility following methods detailed and published in Roquet et al. 2011 (https://doi.org/10.1175/2010JTECHO801.1).
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- Dataset
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- Dataset
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- Metadata identifier
- urn:uuid/249c1dbb-bf5e-4d68-82a0-dd7d9907636c
- Language
- English
- Character encoding
- UTF8
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- Resource scope
- Dataset
- Name
- IMAS Dataset level record
- Metadata linkage
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https://metadata.imas.utas.edu.au/geonetwork/srv/eng/catalog.search#/metadata/249c1dbb-bf5e-4d68-82a0-dd7d9907636c
Point of truth URL of this metadata record
- Date info (Creation)
- 2025-07-31T00:00:00
- Date info (Revision)
- 2026-01-15T13:18:33
Metadata standard
- Title
- ISO 19115-3:2018
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IMAS Metadata Catalogue