in

A distribution-wide dataset of Atlantic walrus terrestrial haul-out sites


Abstract

The Atlantic walrus (Odobenus rosmarus rosmarus) is an Arctic endemic species that is under increasing threat due to declines in their sea ice habitats. Walruses rely directly (e.g., resting, giving birth) and indirectly (e.g., tight coupling between sympagic and benthic productivity) on sea ice, and are particularly sensitive to disturbance by increasing anthropogenic activities (e.g., shipping) that are taking place concomitant with sea ice declines throughout their Arctic range. Management and conservation of Atlantic walrus require monitoring of their distribution and assessments of regional and range-wide abundance trends. Atlantic walrus population assessments are typically based on counts of walruses hauled out at terrestrial sites during aerial or boat-based surveys, and increasingly, using satellite imagery. We compiled a comprehensive, distribution-wide dataset of all known Atlantic walrus terrestrial haul-out sites from relevant national datasets to promote accessibility and consistency of use among multiple users, including Indigenous groups, scientific researchers, and resource managers.

Data availability

The dataset26 is available on the Arctic Biodiversity Data Service of CAFF, accessible at the following link: https://geo.abds.is/geonetwork/srv/eng/catalog.search#/metadata/fcdc5e58-3318-4a02-a484-8ecb7cfb66e2.

Code availability

The dataset was compiled manually from existing national or other jurisdictional datasets and complemented with published work mentioning terrestrial haul-out sites, without the use of coding.

References

  1. Fay, F. H. Ecology and biology of the Pacific walrus, Odobenus rosmarus divergens Illiger. North Am. Fauna 74, 1–279, https://doi.org/10.3996/nafa.74.0001 (1982).

    Google Scholar 

  2. Born, E. W., Gjertz, I. & Reeves, R. A. Population Assessment of Atlantic Walrus (Odobenus rosmarus rosmarus L.). vol. 138 (Norsk Polarinstitutt, Oslo, 1995).

  3. Keighley, X., Olsen, M. T., Jordan, P. & Desjardins, S. The Atlantic Walrus: Multidisciplinary Insights into Human-Animal Interactions. (Elsevier, Academic Press, London, UK, 2021). ISBN: 978-0-12-817430-2.

  4. Yurkowski, D. J., Brown, T. A., Blanchfield, P. J. & Ferguson, S. H. Atlantic walrus signal latitudinal differences in the long-term decline of sea ice-derived carbon to benthic fauna in the Canadian Arctic. Proc. R. Soc. B Biol. Sci. 287, 20202126, https://doi.org/10.1098/rspb.2020.2126 (2020).

    Google Scholar 

  5. Niemi, A. et al. Ice algae contributions to the benthos during a time of sea ice change: a review of supply, coupling, and fate. Front. Environ. Sci. 12, 1432761, https://doi.org/10.3389/fenvs.2024.1432761 (2024).

    Google Scholar 

  6. Grebmeier, J. M. et al. A major ecosystem shift in the northern Bering Sea. Science 311, 1461–1464, https://doi.org/10.1126/science.1121365 (2006).

    Google Scholar 

  7. COSEWIC. COSEWIC Assessment and Status Report on the Atlantic Walrus Odobenus rosmarus rosmarus, High Arctic Population, Central-Low Arctic Population and Nova Scotia-Newfoundland-Gulf of St. Lawrence Population in Canada. xxi + 89 p https://publications.gc.ca/collections/collection_2018/eccc/CW69-14-461-2017-eng.pdf (2017).

  8. Mansfield, A. & St. Aubin, D. J. Distribution and abundance of the Atlantic walrus, Odobenus rosmarus rosmarus, in the Southampton Island – Coats Island region of northern Hudson Bay. Can. Field-Nat 105, 95–100 (1991).

    Google Scholar 

  9. Stewart, R. E. A., Lesage, V., Lawson, J. W., Cleator, H. & Martin, K. A. Science Technical Review of the Draft Environmental Impact Statement (EIS) for Baffinland’s Mary River Project. vi + 62 p (2012).

  10. Loughrey, A. G. Preliminary investigation of the Atlantic walrus Odobenus rosmarus rosmarus (Linnaeus). Can. Wildl. Serv. Bull. 14, 1–123, https://publications.gc.ca/collections/collection_2018/eccc/cw69-13/CW69-13-1-14-eng.pdf (1959). Available at.

    Google Scholar 

  11. Kavry, V. I., Boltunov, A. N. & Nikiforov, V. V. New coastal haulouts of walruses (Odobenus rosmarus) – response to the climate changes. in Collection of Scientific Papers 248–251 Available at marmam.ru/upload/conf-documents/mmc2008_full.pdf (Odessa, Ukraine, 2008).

  12. Garlich-Miller, J. et al. Status Review of the Pacific Walrus (Odobenus rosmarus divergens). United States Fish and Wildlife Service, Marine Mammal Management Office, Anchorage, AK. vi + 155 p (2011).

  13. Born, E. W., Wiig, Ø. & Olsen, M. T. The future of Atlantic walrus in a rapidly warming Arctic. in The Atlantic walrus: Multidisciplinary insights into human-animal interactions 309–332 https://doi.org/10.1016/B978-0-12-817430-2.00012-1 (Elsevier, Academic Press, London, UK, 2021).

  14. Ray, G. C., McCormick-Ray, J., Berg, P. & Epstein, H. E. Pacific walrus: Benthic bioturbator of Beringia. J. Exp. Mar. Biol. Ecol. 330, 403–419, https://doi.org/10.1016/j.jembe.2005.12.043 (2006).

    Google Scholar 

  15. CAFF (Conservation of Arctic Flora and Fauna). State of the Arctic Marine Biodiversity Report. Conservation of Arctic Flora and Fauna International Secretariat, Akureyri, Iceland. ISBN: 978-9935-431-63-9 (2017).

  16. Kovacs, K. M. Odobenus rosmarus. The IUCN Red List of Threatened Species 2025: e.T15106A272356023, https://doi.org/10.2305/IUCN.UK.2025-2.RLTS.T15106A272356023.en (2025).

  17. Kovacs, K. M., Aars, J. & Lydersen, C. Walruses recovering after 60+ years of protection in Svalbard, Norway. Polar Res. 33, 26034, https://doi.org/10.3402/polar.v33.26034 (2014).

    Google Scholar 

  18. Hammill, M. O. et al. Estimating Abundance and Total Allowable Removals for Walrus in the Hudson Bay-Davis Strait and South and East Hudson Bay Stocks during September 2014. DFO Canadian Science Advisory Secretariat, Research Document 2016/036. v + 37 p (2016).

  19. Lydersen, C., Aars, J. & Kovacs, K. M. Estimating the number of walruses in Svalbard from aerial surveys and behavioural data from satellite telemetry. Arctic 61, 119–128, https://www.jstor.org/stable/40513198 (2008).

    Google Scholar 

  20. Fischbach, A. S., Kochnev, A. A., Garlich-Miller, J. L. & Jay, C. V. Pacific Walrus Coastal Haulout Database, 1852–2016—Background Report. 27 p, https://doi.org/10.3133/ofr20161108 (2016).

  21. Matthews, C. J. D., Dispas, A. & Mosnier, A. Evaluating Satellite Imagery for Atlantic Walrus (Odobenus rosmarus rosmarus) Stock Assessment-a Pilot Study. v +25 ISBN: 978-0-660-44127-6 (2022).

  22. Boltunov, A. N., Semenova, V. S., Sokolov, A. A. & Kucheyko, A. A. Newly detected haul-out of Atlantic walruses (Odobenus rosmarus rosmarus) on Yamal Peninsula has become the biggest in the Kara Sea. Polar Biol 44, 2077–2083, https://doi.org/10.1007/s00300-021-02942-0 (2021).

    Google Scholar 

  23. Dietz, R. et al. Movements of walruses (Odobenus rosmarus) between Central West Greenland and Southeast Baffin Island, 2005-2008. NAMMCO Sci. Publ. 9, 53–74, https://doi.org/10.7557/3.2605 (2014).

    Google Scholar 

  24. Mikkelsen, E., Kovacs, K. M., Blanchet, M.-A., Brodin, G. & Lydersen, C. Interannual site fidelity by Svalbard walruses. Sci. Rep. 14, 15822, https://doi.org/10.1038/s41598-024-66370-w (2014).

    Google Scholar 

  25. Cubaynes, H. C. et al. A roadmap towards monitoring walruses from space. ICES J. Mar. Sci. 83, fsag017, https://doi.org/10.1093/icesjms/fsag017 (2026).

    Google Scholar 

  26. Cubaynes, H. C. et al. Atlantic walrus haul-out site database. CAFF – Arctic Biodiversity Data Service Available at https://geo.abds.is/geonetwork/srv/eng/catalog.search#/metadata/fcdc5e58-3318-4a02-a484-8ecb7cfb66e2 (2025).

  27. Lydersen, C. Walrus terrestrial haul-out dataset in Svalbard [Dataset]. Norwegian Polar Institute https://doi.org/10.21334/NPOLAR.2008.788AC8FE (2008).

  28. Higdon, J. W. Walrus Haulouts in the Eastern Canadian Arctic: A Database to Assist in Land Use Planning Initiatives. Expert Report (16-015E -2016-08-15 WWF-Canada) on the 2016 Draft Nunavut Land Use Plan by Higdon Wildlife Consulting, Winnipeg, MB, on behalf of WWF-Canada, Iqaluit, NU, for submission to the Nunavut Planning Commission, Cambridge Bay, NU. Available on the Nunavut Planning Commission (NPC) Public Registry at https://lupit.nunavut.ca/portal/registry. 18 p (2016).

  29. NAMMCO. 5. Atlantic Walrus Stocks. https://nammco.no/atlantic-walrus/#1475843214679-e49183cc-36fc (2025).

  30. DFO (Fisheries and Oceans Canada). Estimates of Abundance and Total Allowable Removals for Atlantic Walrus (Odobenus rosmarus rosmarus) in the Canadian Arctic. http://www.dfo-mpo.gc.ca/csas-sccs/Publications/SAR-AS/2013/2013_034-eng.html (2013).

  31. Shafer, A., Davis, C. S., Coltman, D. W. & Stewart, R. E. A. Microsatellite assessment of walrus (Odobenus rosmarus rosmarus) stocks in Canada. NAMMCO Sci. Publ. 9, 15–31, https://doi.org/10.7557/3.2607 (2013).

    Google Scholar 

  32. Stewart, R. E. A. Can We Calculate Total Allowable Harvests for Walrus Using Potential Biological Removal? Research document 2008/025. DFO Canadian Science Advisory Secretariat. 16 p (2008).

  33. Allen, J. A. History of North American Pinnipeds: A Monograph of the Walruses, Sea-Lions, Sea-Bears and Seals of North America. vol. 12 (Government Printing Office, Washington, 1880).

  34. Bruemmer, F. And then there were none. Int. Wildl. 22, 20–23 (1992).

    Google Scholar 

  35. Higdon, J. W. & Stewart, D. B. State of Circumpolar Walrus (Odobenus rosmarus) Populations. Prepared by Higdon Wildlife Consulting and Arctic Biological Consultants, Winnipeg, MB for WWF Arctic Programme, Ottawa, ON. 100 p Available at https://nammco.no/wp-content/uploads/2018/10/higdon-stewart-2018-1.pdf (2018).

  36. WWF-UK. Walrus from space. https://www.wwf.org.uk/learn/walrus-from-space (2023).

Download references

Acknowledgements

We are thankful to WWF (UK, Canada and Global Arctic Programme), and players of People’s Postcode Lottery, who provided funding. This study represents a contribution to Fisheries and Oceans Canada (DFO), Nunavut Wildlife Management Board (NWMB), the Ecosystems component of the Wildlife from Space Project at the British Antarctic Survey Polar Science for Planet Earth programme (which is funded by the Natural Environment Research programme). Norwegian data collection is supported by the Norwegian Polar Institute. We thank Rod Downie, Mette Frost, and Brandon Laforest who facilitated access to some of the datasets. We are grateful for the support from the Arctic Council working group on Conservation of Arctic Flora and Fauna to host the dataset on their Arctic Biodiversity Data Service, with special thanks to Hólmgrímur Helgason and Courtney Price. We thank the editor and reviewers for their time and their valuable feedback, which helped improve this manuscript.

Author information

Authors and Affiliations

Authors

Contributions

Conceptualisation: H.C.C., J.W.H., P.T.F.; Data compilation: H.C.C.; Data contribution: C.J.D.M., E.G., M.G., M.P.H.J., J.W.H., K.M.K., M.L., C.L., B.S., P.T.F.; Writing-original draft: H.C.C., C.J.D.M.; Writing-review and editing: H.C.C., C.J.D.M., E.G., M.G., M.P.H.J., J.W.H., K.M.K., M.L., C.L., B.S., A.V.P., P.T.F.

Corresponding author

Correspondence to
Hannah C. Cubaynes.

Ethics declarations

Competing interests

The authors declare no competing interests.

Additional information

Publisher’s note Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Rights and permissions

Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/.

Reprints and permissions

About this article

Cite this article

Cubaynes, H.C., Matthews, C.J.D., Garde, E. et al. A distribution-wide dataset of Atlantic walrus terrestrial haul-out sites.
Sci Data (2026). https://doi.org/10.1038/s41597-026-07210-6

Download citation

  • Received:

  • Accepted:

  • Published:

  • DOI: https://doi.org/10.1038/s41597-026-07210-6


Source: Ecology - nature.com

Estimation of onion crop evapotranspiration and crop coefficients using weighing lysimeters and machine learning models in semi-arid region

Sensitivity of current Tropilaelaps mercedesae monitoring methods in Apis mellifera colonies

Back to Top