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Delineating seasonal shifts in reindeer habitat and diet selection by integrating GPS telemetry and stable isotope analysis

dc.contributor.authorHiltunen, Tamara A.
dc.contributor.authorKivelä, Sami M.
dc.contributor.authorKumpula, Jouko
dc.contributor.authorAspi, Jouni O.
dc.contributor.authorWelker, Jeffrey M.
dc.contributor.departmentid4100110810
dc.contributor.departmentid4100110810
dc.contributor.orcidhttps://orcid.org/0000-0002-6844-9168
dc.contributor.orcidhttps://orcid.org/0000-0002-4426-3684
dc.contributor.organizationLuonnonvarakeskus
dc.date.accessioned2026-04-29T04:52:54Z
dc.date.issued2026
dc.description.abstractSeasonal changes shape herbivore behaviour by altering forage availability and habitat conditions; however, few studies integrate diet and habitat selection data across temporal scales. This study uses seasonality as a unifying framework to combine fine-scale GPS-based habitat selection data with broader-scale dietary information from stable isotope analysis (δ13C, δ15N) of hairs in semi-domesticated reindeer Rangifer tarandus tarandus. Thresholds introduced within this framework detect seasonal shifts in habitat and diet selection and classify foraging strategies along a specialist–generalist continuum. Despite individual variability, most individuals exhibited pronounced seasonal changes between spring/early summer (SES) and late summer/autumn (LSA), consistent with generalist foraging strategies. Habitat selection models revealed reduced avoidance of rugged terrain and increased use of mires and bogs from SES to LSA. Concurrently, isotopic enrichment and niche expansion reflected a dietary shift from δ15N- and δ13C-depleted plants (e.g. lichens, shrubs, deciduous vegetation) to more enriched forage types such as sedges, grasses, horsetails, and mushrooms. We assessed whether individual-level shifts in diet and habitat use were linked and found an inverse correlation between the shifts in terrain ruggedness avoidance and dietary change in approximately 67% of individuals, suggesting that behavioural flexibility facilitates seasonal transitions. By integrating spatial and isotopic data, this study overcomes the limitations of single-method approaches and provides a more nuanced understanding of the seasonal foraging dynamics of a keystone Arctic and boreal ungulate. The findings highlight the plasticity of reindeer foraging within a variable environment and suggest a capacity to respond to environmental changes. This framework also offers broader applications for investigating behavioural responses and ecological strategies in other herbivores facing climate-driven habitat shifts.
dc.format.pagerange15 p.
dc.identifier.citationHow to cite: Hiltunen, T.A., Kivelä, S.M., Kumpula, J., Aspi, J.O. and Welker, J.M. (2026), Delineating seasonal shifts in reindeer habitat and diet selection by integrating GPS telemetry and stable isotope analysis. Wildlife Biology e01570. https://doi.org/10.1002/wlb3.01570
dc.identifier.urihttps://jukuri.luke.fi/handle/11111/104011
dc.identifier.urlhttps://doi.org/10.1002/wlb3.01570
dc.identifier.urnURN:NBN:fi-fe2026042935629
dc.language.isoen
dc.okm.avoinsaatavuuskytkin1 = Avoimesti saatavilla
dc.okm.corporatecopublicationei
dc.okm.discipline1181
dc.okm.internationalcopublicationon
dc.okm.julkaisukanavaoa1 = Kokonaan avoimessa julkaisukanavassa ilmestynyt julkaisu
dc.okm.selfarchivedon
dc.publisherJohn Wiley & Sons
dc.relation.articlenumbere01570
dc.relation.doi10.1002/wlb3.01570
dc.relation.ispartofseriesWildlife biology
dc.relation.issn0909-6396
dc.relation.issn1903-220X
dc.rightsCC BY 4.0
dc.source.justusid139556
dc.subjectArctic
dc.subjectdiet
dc.subjectFinland
dc.subjectGPS-tracking
dc.subjectRangifer tarandus tarandus
dc.subjectresourceselection
dc.subjectseasonal shifts
dc.subjectsemi-domesticated reindeer
dc.subjectstable isotope
dc.subjecttrophic niche
dc.teh41007-00299901
dc.titleDelineating seasonal shifts in reindeer habitat and diet selection by integrating GPS telemetry and stable isotope analysis
dc.typepublication
dc.type.okmfi=A1 Alkuperäisartikkeli tieteellisessä aikakauslehdessä|sv=A1 Originalartikel i en vetenskaplig tidskrift|en=A1 Journal article (refereed), original research|
dc.type.versionfi=Publisher's version|sv=Publisher's version|en=Publisher's version|

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