1
|
Defourneaux M, Barbero-Palacios L, Schoelynck J, Boulanger-Lapointe N, Speed JDM, Barrio IC. Capturing seasonal variations in faecal nutrient content from tundra herbivores using near infrared reflectance spectroscopy. THE SCIENCE OF THE TOTAL ENVIRONMENT 2025; 981:179548. [PMID: 40344899 DOI: 10.1016/j.scitotenv.2025.179548] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/29/2024] [Revised: 03/31/2025] [Accepted: 04/25/2025] [Indexed: 05/11/2025]
Abstract
Herbivores contribute to nutrient cycling in tundra ecosystems through their waste (e.g., faeces, urine). However, their contribution might vary among species and over time during the growing season likely due to differences in body size, digestive physiology, and variations in diet composition and quality. Capturing fine-scale variability requires intensive sampling, but traditional wet-lab methods for measuring nutrient concentration and stoichiometry in animal faeces are prohibitively expensive. To address this challenge, we developed a low-cost alternative using Near-Infrared Reflectance Spectroscopy (NIRS). We calibrated a general model for the main Icelandic tundra herbivores (i.e., pink-footed goose, Anser brachyrynchus, reindeer, Rangifer tarandus and sheep, Ovis aries) to assess faecal nutrient concentrations (nitrogen, phosphorus, and carbon) and stoichiometry (C:N, C:P, N:P). This was achieved using a set of 191 fresh faecal samples scanned with NIRS and analysed by traditional wet-lab methods. The multispecies models explained between 76 and 91 % of variation between samples. We then applied the models to over 300 samples and assessed changes in faecal nutrient concentration, and stoichiometry of the three herbivores throughout the growing season.We found that faecal quality varied between herbivore species, with sheep and reindeer generally having more similar nutrient concentrations and stoichiometry than geese. Seasonality also affected faecal nutrient content, with a general decrease in N and P concentrations over the growing season and an increase in C:N and C:P ratios, especially in geese. Geese contributed disproportionately to the nutrient pools of Icelandic rangelands due to their high defecation rate and large population. These results provide important insights into how different herbivore species can influence the biogeochemistry of nutrient-limited tundra rangelands throughout the growing season, and a general model for faecal nutrient content of tundra herbivores.
Collapse
Affiliation(s)
- Mathilde Defourneaux
- Faculty of Environmental and Forest Sciences, Agricultural University of Iceland, Árleyni 22, Keldnaholt, 112 Reykjavík, Iceland.
| | | | - Jonas Schoelynck
- University of Antwerp, ECOSPHERE Research Group Universiteitsplein 1, 2610 Wilrijk, Belgium
| | | | - James D M Speed
- Department of Natural History, NTNU University Museum, Norwegian University of Science and Technology, 7491 Trondheim, Norway
| | - Isabel C Barrio
- Faculty of Environmental and Forest Sciences, Agricultural University of Iceland, Árleyni 22, Keldnaholt, 112 Reykjavík, Iceland
| |
Collapse
|
2
|
García Criado M, Myers-Smith IH, Bjorkman AD, Elmendorf SC, Normand S, Aastrup P, Aerts R, Alatalo JM, Baeten L, Björk RG, Björkman MP, Boulanger-Lapointe N, Butler EE, Cooper EJ, Cornelissen JHC, Daskalova GN, Fadrique B, Forbes BC, Henry GHR, Hollister RD, Høye TT, Jacobsen IBD, Jägerbrand AK, Jónsdóttir IS, Kaarlejärvi E, Khitun O, Klanderud K, Kolari THM, Lang SI, Lecomte N, Lenoir J, Macek P, Messier J, Michelsen A, Molau U, Muscarella R, Nielsen ML, Petit Bon M, Post E, Raundrup K, Rinnan R, Rixen C, Ryde I, Serra-Diaz JM, Schaepman-Strub G, Schmidt NM, Schrodt F, Sjögersten S, Steinbauer MJ, Stewart L, Strandberg B, Tolvanen A, Tweedie CE, Vellend M. Plant diversity dynamics over space and time in a warming Arctic. Nature 2025:10.1038/s41586-025-08946-8. [PMID: 40307554 DOI: 10.1038/s41586-025-08946-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2023] [Accepted: 03/27/2025] [Indexed: 05/02/2025]
Abstract
The Arctic is warming four times faster than the global average1 and plant communities are responding through shifts in species abundance, composition and distribution2-4. However, the direction and magnitude of local changes in plant diversity in the Arctic have not been quantified. Using a compilation of 42,234 records of 490 vascular plant species from 2,174 plots across the Arctic, here we quantified temporal changes in species richness and composition through repeat surveys between 1981 and 2022. We also identified the geographical, climatic and biotic drivers behind these changes. We found greater species richness at lower latitudes and warmer sites, but no indication that, on average, species richness had changed directionally over time. However, species turnover was widespread, with 59% of plots gaining and/or losing species. Proportions of species gains and losses were greater where temperatures had increased the most. Shrub expansion, particularly of erect shrubs, was associated with greater species losses and decreasing species richness. Despite changes in plant composition, Arctic plant communities did not become more similar to each other, suggesting no biotic homogenization so far. Overall, Arctic plant communities changed in richness and composition in different directions, with temperature and plant-plant interactions emerging as the main drivers of change. Our findings demonstrate how climate and biotic drivers can act in concert to alter plant composition, which could precede future biodiversity changes that are likely to affect ecosystem function, wildlife habitats and the livelihoods of Arctic peoples5,6.
Collapse
Affiliation(s)
| | - Isla H Myers-Smith
- School of GeoSciences, University of Edinburgh, Edinburgh, UK
- Department of Forest & Conservation Sciences, Faculty of Forestry, University of British Columbia, Vancouver, British Columbia, Canada
| | - Anne D Bjorkman
- Department of Biological and Environmental Sciences, University of Gothenburg, Gothenburg, Sweden
- Gothenburg Global Biodiversity Centre, Gothenburg, Sweden
| | - Sarah C Elmendorf
- Institute of Arctic and Alpine Research, University of Colorado Boulder, Boulder, CO, USA
| | - Signe Normand
- Department of Biology, Aarhus University, Aarhus, Denmark
| | - Peter Aastrup
- Department of Ecoscience, Aarhus University, Roskilde, Denmark
- Arctic Research Center, Aarhus University, Aarhus, Denmark
| | - Rien Aerts
- Amsterdam Institute for Life and Environment (A-LIFE), Amsterdam, The Netherlands
| | - Juha M Alatalo
- Environmental Science Center, Qatar University, Doha, Qatar
| | - Lander Baeten
- Forest & Nature Lab, Department of Environment, Ghent University, Melle, Belgium
| | - Robert G Björk
- Gothenburg Global Biodiversity Centre, Gothenburg, Sweden
- Department of Earth Sciences, University of Gothenburg, Gothenburg, Sweden
| | - Mats P Björkman
- Department of Biological and Environmental Sciences, University of Gothenburg, Gothenburg, Sweden
- Gothenburg Global Biodiversity Centre, Gothenburg, Sweden
| | | | - Ethan E Butler
- Department of Forest Resources, University of Minnesota, St Paul, MN, USA
| | - Elisabeth J Cooper
- Department of Arctic and Marine Biology, Faculty of Biosciences, Fisheries and Economics, UiT - The Arctic University of Norway, Tromsø, Norway
| | - J Hans C Cornelissen
- Amsterdam Institute for Life and Environment (A-LIFE), Amsterdam, The Netherlands
| | - Gergana N Daskalova
- Biodiversity, Ecology and Conservation Group, International Institute for Applied Systems Analysis, Laxenburg, Austria
| | - Belen Fadrique
- Ecology and Global Change, School of Geography, University of Leeds, Leeds, UK
- Department of Geography and Planning, School of Environmental Sciences, University of Liverpool, Liverpool, UK
| | - Bruce C Forbes
- Arctic Centre, University of Lapland, Rovaniemi, Finland
| | - Greg H R Henry
- Department of Geography, University of British Columbia, Vancouver, British Columbia, Canada
| | | | - Toke Thomas Høye
- Arctic Research Center, Aarhus University, Aarhus, Denmark
- Department of Ecoscience, Aarhus University, Aarhus, Denmark
| | | | - Annika K Jägerbrand
- Department of Electronics, Mathematics and Natural Sciences, Faculty of Engineering and Sustainable Development, University of Gävle, Gävle, Sweden
| | | | - Elina Kaarlejärvi
- Organismal and Evolutionary Biology Research Programme, Faculty of Biological and Environmental Sciences, University of Helsinki, Helsinki, Finland
| | - Olga Khitun
- Department of Biological and Environmental Sciences, University of Gothenburg, Gothenburg, Sweden
| | - Kari Klanderud
- Faculty of Environmental Sciences and Natural Resource Management, Norwegian University of Life Sciences, Aas, Norway
| | - Tiina H M Kolari
- Department of Environmental and Biological Sciences, University of Eastern Finland, Joensuu, Finland
- Centre de recherche sur la dynamique du système Terre (Geotop), Université du Québec à Montréal, Montreal, Quebec, Canada
| | - Simone I Lang
- Department of Arctic Biology, University Centre in Svalbard, Longyearbyen, Norway
| | - Nicolas Lecomte
- Centre d'Études Nordiques, Department of Biology, University of Moncton, Moncton, New Brunswick, Canada
| | - Jonathan Lenoir
- UMR CNRS 7058, Ecologie et Dynamique des Systèmes Anthropisés (EDYSAN), Université de Picardie Jules Verne, Amiens, France
| | - Petr Macek
- Institute of Hydrobiology, Biology Centre of the Czech Academy of Sciences, Ceske Budejovice, Czech Republic
- Chair of Biodiversity and Nature Tourism, Institute of Agricultural and Environmental Sciences, Estonian University of Life Sciences, Tartu, Estonia
| | - Julie Messier
- Department of Biology, University of Waterloo, Waterloo, Ontario, Canada
| | - Anders Michelsen
- Department of Biology, University of Copenhagen, Copenhagen, Denmark
| | - Ulf Molau
- Department of Biological and Environmental Sciences, University of Gothenburg, Gothenburg, Sweden
| | - Robert Muscarella
- Plant Ecology and Evolution, Evolutionary Biology Center, Uppsala University, Uppsala, Sweden
| | - Marie-Louise Nielsen
- Arctic Research Center, Aarhus University, Aarhus, Denmark
- Department of Ecoscience, Aarhus University, Aarhus, Denmark
| | - Matteo Petit Bon
- Department of Arctic Biology, University Centre in Svalbard, Longyearbyen, Norway
- Department of Wildland Resources, Quinney College of Natural Resources and Ecology Center, Utah State University, Logan, UT, USA
| | - Eric Post
- Department of Wildlife, Fish and Conservation Biology, University of California Davis, Davis, CA, USA
| | - Katrine Raundrup
- Department of Environment and Mineral Resources, Greenland Institute of Natural Resources, Nuuk, Greenland
| | - Riikka Rinnan
- Department of Biology, University of Copenhagen, Copenhagen, Denmark
| | - Christian Rixen
- WSL Institute for Snow and Avalanche Research SLF, Davos, Switzerland
- Climate Change, Extremes and Natural Hazards in Alpine Regions Research Centre (CERC), Davos, Switzerland
| | - Ingvild Ryde
- Department of Biology, University of Copenhagen, Copenhagen, Denmark
| | - Josep M Serra-Diaz
- Botanical Institute of Barcelona (CSIC-CMCNB), Barcelona, Spain
- Université de Lorraine, AgroParisTech, INRAE, Silva, Nancy, France
| | - Gabriela Schaepman-Strub
- Department of Evolutionary Biology and Environmental Studies, University of Zurich, Zurich, Switzerland
| | - Niels M Schmidt
- Department of Ecoscience, Aarhus University, Roskilde, Denmark
- Arctic Research Center, Aarhus University, Aarhus, Denmark
| | | | - Sofie Sjögersten
- School of Biosciences, University of Nottingham, Loughborough, UK
| | - Manuel J Steinbauer
- Bayreuth Center of Sport Science (BaySpo), University of Bayreuth, Bayreuth, Germany
- Bayreuth Center of Ecology and Environmental Research (BayCEER), University of Bayreuth, Bayreuth, Germany
| | - Lærke Stewart
- Department of Natural Sciences and Environmental Health, University of South-Eastern Norway, Bø, Norway
| | | | | | - Craig E Tweedie
- Department of Biological Sciences, University of Texas at El Paso, El Paso, TX, USA
| | - Mark Vellend
- Département de Biologie, Université de Sherbrooke, Sherbrooke, Quebec, Canada
| |
Collapse
|
3
|
Lemaire M, Bokhorst S, Witheford A, Macias‐Fauria M, Salguero‐Gomez R. Increases in Arctic Extreme Climatic Events Are Linked to Negative Fitness Effects on the Local Biota. GLOBAL CHANGE BIOLOGY 2025; 31:e70157. [PMID: 40168095 PMCID: PMC11960799 DOI: 10.1111/gcb.70157] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/16/2024] [Revised: 02/25/2025] [Accepted: 03/02/2025] [Indexed: 04/03/2025]
Abstract
The Arctic harbours uniquely adapted biodiversity and plays an important role in climate regulation. Strong warming trends in the terrestrial Arctic have been linked to an increase in aboveground biomass (Arctic greening) and community-wide shifts such as the northwards-expansion of boreal species (borealization). Whilst considerable efforts have been made to understand the effects of warming trends in average temperatures on Arctic biota, far fewer studies have focused on trends in extreme climate events and their biotic effects, which have been suggested to be particularly impactful during the Arctic winter months. Here, we present an analysis of trends in two ecologically relevant winter extreme events-extreme winter warming and rain-on-snow-followed by a meta-analysis on the evidence base for their effects on Arctic biota. We show a strong increase in extreme winter warming across the entire Arctic and high variability in rain-on-snow trends, with some regions recently experiencing rain-on-snow for the first time whilst others seeing a decrease in these events. Ultimately, both extreme events show significant changes in their characteristics and patterns of emergence. Our meta-analysis, encompassing 178 effect sizes across 17 studies and 49 species, demonstrates that extreme winter warming and rain-on-snow induce negative impacts on Arctic biota, with certain taxonomic groups-notably angiosperms and chordates (mostly vertebrates)-exhibiting higher sensitivity than others. Our study provides evidence for both emerging trends in Arctic winter extreme climate events and significant negative biotic effects of such events-which calls for attention to winter weather variability under climate change in the conservation of Arctic biodiversity, whilst highlighting important knowledge gaps.
Collapse
Affiliation(s)
- Maya Lemaire
- Department of BiologyUniversity of OxfordOxfordUK
| | - Stef Bokhorst
- Amsterdam Institute for Life and Environment (A‐LIFE), Section Systems Ecology, Vrije UniversiteitAmsterdamthe Netherlands
| | | | | | | |
Collapse
|
4
|
Saikkonen K, Saikkonen O, Helander M, Saloniemi I. Betula pendula Roth. survival and growth in treeline is affected by genotype and environment. Sci Rep 2025; 15:3597. [PMID: 39875550 PMCID: PMC11775087 DOI: 10.1038/s41598-025-87478-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2024] [Accepted: 01/20/2025] [Indexed: 01/30/2025] Open
Abstract
Alpine and Arctic treelines are assumed to be shifting toward higher latitudes and altitudes as a consequence of climate warming. Here, we compared the survival and growth of 1264 silver birch (Betula pendula Roth.) trees representing nine half-sib families. The trees were planted in two arboreta situated in distinct altitudinal environments in northern Finland in 1976 and 1977. The arboreta were located 9 km from each other and approximately 60 km north from the species' most northern natural growth site at that time. They were fenced to prevent vertebrate grazing, which is known to be among the most important factors limiting the expansion and regeneration of forests in European treeline ecotones. Overall, 90% and 81% of the trees were alive five and 40 years after planting in the two arboreta, respectively. Survival of trees varied among the half-sib families, especially in Arboretum 1, situated in a lower altitudinal environment characterized by soils with lower levels of nutrients, a longer growing season, and harsher winter temperatures. Trees were distinctively bigger in Arboretum 2: 50% taller (6.2 m vs. 4.4 m) and 68% thicker (9.5 cm vs. 5.6 cm) compared to trees in Arboretum 1. Furthermore, the performance of half-sib families varied depending on the garden they were grown in. These results demonstrate that the acclimation capacity of B. pendula allows its distribution to expand north from the present range; however, local abiotic environmental conditions (soil fertility and winter temperatures) and other selection pressures (herbivory) are likely to affect the genetic structure and growth of B. pendula populations.
Collapse
Affiliation(s)
- Kari Saikkonen
- Kevo Subarctic Research Institute, Biodiversity Unit, University of Turku, 20014, Turku, Finland.
| | - Otto Saikkonen
- Department of Forest Sciences, University of Helsinki, 00014, Helsinki, Finland
| | - Marjo Helander
- Department of Biology, University of Turku, 20014, Turku, Finland
| | - Irma Saloniemi
- Department of Biology, University of Turku, 20014, Turku, Finland
| |
Collapse
|
5
|
Kim J, Lim J, Kim M, Lee YK. Whole-genome sequencing of 13 Arctic plants and draft genomes of Oxyria digyna and Cochlearia groenlandica. Sci Data 2024; 11:793. [PMID: 39025921 PMCID: PMC11258133 DOI: 10.1038/s41597-024-03569-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2023] [Accepted: 06/24/2024] [Indexed: 07/20/2024] Open
Abstract
To understand the genomic characteristics of Arctic plants, we generated 28-44 Gb of short-read sequencing data from 13 Arctic plants collected from the High Arctic Svalbard. We successfully estimated the genome sizes of eight species by using the k-mer-based method (180-894 Mb). Among these plants, the mountain sorrel (Oxyria digyna) and Greenland scurvy grass (Cochlearia groenlandica) had relatively small genome sizes and chromosome numbers. We obtained 45 × and 121 × high-fidelity long-read sequencing data. We assembled their reads into high-quality draft genomes (genome size: 561 and 250 Mb; contig N50 length: 36.9 and 14.8 Mb, respectively), and correspondingly annotated 43,105 and 29,675 genes using ~46 and ~85 million RNA sequencing reads. We identified 765,012 and 88,959 single-nucleotide variants, and 18,082 and 7,698 structural variants (variant size ≥ 50 bp). This study provided high-quality genome assemblies of O. digyna and C. groenlandica, which are valuable resources for the population and molecular genetic studies of these plants.
Collapse
Affiliation(s)
- Jun Kim
- Department of Convergent Bioscience and Informatics, College of Bioscience and Biotechnology, Chungnam National University, Daejeon, 34134, Korea
| | - Jiseon Lim
- Department of Convergent Bioscience and Informatics, College of Bioscience and Biotechnology, Chungnam National University, Daejeon, 34134, Korea
| | - Moonkyo Kim
- Korea Polar Research Institute, Incheon, 21990, Korea
- Department of Life Sciences, Incheon National University, Incheon, 22012, Korea
| | - Yoo Kyung Lee
- Korea Polar Research Institute, Incheon, 21990, Korea.
- Department of Polar Sciences, University of Science and Technology, Incheon, 21990, Korea.
| |
Collapse
|
6
|
Barbero-Palacios L, Barrio IC, García Criado M, Kater I, Petit Bon M, Kolari THM, Bjørkås R, Trepel J, Lundgren E, Björnsdóttir K, Hwang BC, Bartra-Cabré L, Defourneaux M, Ramsay J, Lameris TK, Leffler AJ, Lock JG, Kuoppamaa MS, Kristensen JA, Bjorkman AD, Myers-Smith I, Lecomte N, Axmacher JC, Gilg O, Den Herder M, Pagneux EP, Skarin A, Sokolova N, Windirsch T, Wheeler HC, Serrano E, Virtanen T, Hik DS, Kaarlejärvi E, Speed JDM, Soininen EM. Herbivore diversity effects on Arctic tundra ecosystems: a systematic review. ENVIRONMENTAL EVIDENCE 2024; 13:6. [PMID: 39294685 PMCID: PMC11378771 DOI: 10.1186/s13750-024-00330-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/09/2023] [Accepted: 03/06/2024] [Indexed: 09/21/2024]
Abstract
BACKGROUND Northern ecosystems are strongly influenced by herbivores that differ in their impacts on the ecosystem. Yet the role of herbivore diversity in shaping the structure and functioning of tundra ecosystems has been overlooked. With climate and land-use changes causing rapid shifts in Arctic species assemblages, a better understanding of the consequences of herbivore diversity changes for tundra ecosystem functioning is urgently needed. This systematic review synthesizes available evidence on the effects of herbivore diversity on different processes, functions, and properties of tundra ecosystems. METHODS Following a published protocol, our systematic review combined primary field studies retrieved from bibliographic databases, search engines and specialist websites that compared tundra ecosystem responses to different levels of vertebrate and invertebrate herbivore diversity. We used the number of functional groups of herbivores (i.e., functional group richness) as a measure of the diversity of the herbivore assemblage. We screened titles, abstracts, and full texts of studies using pre-defined eligibility criteria. We critically appraised the validity of the studies, tested the influence of different moderators, and conducted sensitivity analyses. Quantitative synthesis (i.e., calculation of effect sizes) was performed for ecosystem responses reported by at least five articles and meta-regressions including the effects of potential modifiers for those reported by at least 10 articles. REVIEW FINDINGS The literature searches retrieved 5944 articles. After screening titles, abstracts, and full texts, 201 articles including 3713 studies (i.e., individual comparisons) were deemed relevant for the systematic review, with 2844 of these studies included in quantitative syntheses. The available evidence base on the effects of herbivore diversity on tundra ecosystems is concentrated around well-established research locations and focuses mainly on the impacts of vertebrate herbivores on vegetation. Overall, greater herbivore diversity led to increased abundance of feeding marks by herbivores and soil temperature, and to reduced total abundance of plants, graminoids, forbs, and litter, plant leaf size, plant height, and moss depth, but the effects of herbivore diversity were difficult to tease apart from those of excluding vertebrate herbivores. The effects of different functional groups of herbivores on graminoid and lichen abundance compensated each other, leading to no net effects when herbivore effects were combined. In turn, smaller herbivores and large-bodied herbivores only reduced plant height when occurring together but not when occurring separately. Greater herbivore diversity increased plant diversity in graminoid tundra but not in other habitat types. CONCLUSIONS This systematic review underscores the importance of herbivore diversity in shaping the structure and function of Arctic ecosystems, with different functional groups of herbivores exerting additive or compensatory effects that can be modulated by environmental conditions. Still, many challenges remain to fully understand the complex impacts of herbivore diversity on tundra ecosystems. Future studies should explicitly address the role of herbivore diversity beyond presence-absence, targeting a broader range of ecosystem responses and explicitly including invertebrate herbivores. A better understanding of the role of herbivore diversity will enhance our ability to predict whether and where shifts in herbivore assemblages might mitigate or further amplify the impacts of environmental change on Arctic ecosystems.
Collapse
Affiliation(s)
- Laura Barbero-Palacios
- Faculty of Environmental and Forest Sciences, Agricultural University of Iceland, Árleyni 22, Keldnaholt, IS-112, Reykjavík, Iceland
| | - Isabel C Barrio
- Faculty of Environmental and Forest Sciences, Agricultural University of Iceland, Árleyni 22, Keldnaholt, IS-112, Reykjavík, Iceland.
| | | | - Ilona Kater
- Scott Polar Research Institute, University of Cambridge, Cambridge, UK
| | - Matteo Petit Bon
- Department of Wildland Resources | Quinney College of Natural Resources and Ecology Center, Utah State University, Logan, Utah, UT-84322, USA
| | - Tiina H M Kolari
- Department of Geographical and Historical Studies, University of Eastern Finland, P.O. Box 111, 80101, Joensuu, Finland
| | - Ragnhild Bjørkås
- Centre for Biodiversity Dynamics, Department of Biology, Norwegian University of Science and Technology, 7491, Trondheim, Norway
| | - Jonas Trepel
- Center for Ecological Dynamics in a Novel Biosphere (ECONOVO), Section for Ecoinformatics and Biodiversity, Department of Biology, Aarhus University, Aarhus, Denmark
| | - Erick Lundgren
- Center for Ecological Dynamics in a Novel Biosphere (ECONOVO), Section for Ecoinformatics and Biodiversity, Department of Biology, Aarhus University, Aarhus, Denmark
- School of Biology and Environmental Science, Faculty of Science, Queensland University of Technology, Brisbane, QLD, Australia
| | - Katrín Björnsdóttir
- Department of Biological and Environmental Sciences, University of Gothenburg, P.O. Box 461, 405 30, Gothenburg, Sweden
| | - Bernice C Hwang
- Department of Ecology & Environmental Science, Umeå University, KBC-Huset, Linnaeus Väg 6, 901 87, Umeå, Sweden
- Department of Ecology, University of Innsbruck, Sternwartestraße 15, 6020, Innsbruck, Austria
| | - Laura Bartra-Cabré
- Centre for Biodiversity Dynamics, Department of Biology, Norwegian University of Science and Technology, 7491, Trondheim, Norway
| | - Mathilde Defourneaux
- Faculty of Environmental and Forest Sciences, Agricultural University of Iceland, Árleyni 22, Keldnaholt, IS-112, Reykjavík, Iceland
| | - Jennifer Ramsay
- School of Life Sciences, Anglia Ruskin University, East Road, Cambridge, CB1 1PT, UK
| | - Thomas K Lameris
- Department of Coastal Systems, Royal Netherlands Institute for Sea Research (NIOZ), Den Burg, The Netherlands
| | - A Joshua Leffler
- Department of Natural Resource Management, South Dakota State University, Brookings, SD, USA
| | - Janine G Lock
- Faculty of Environmental and Forest Sciences, Agricultural University of Iceland, Árleyni 22, Keldnaholt, IS-112, Reykjavík, Iceland
| | - Mari S Kuoppamaa
- Arctic Centre, University of Lapland, Rovaniemi, Finland
- School of Environmental Sciences, University of Liverpool, Liverpool, UK
| | - Jeppe A Kristensen
- Environmental Change Institute, School of Geography and the Environment, University of Oxford, Oxford, UK
| | - Anne D Bjorkman
- Department of Biological and Environmental Sciences, University of Gothenburg, P.O. Box 461, 405 30, Gothenburg, Sweden
| | - Isla Myers-Smith
- School of GeoSciences, University of Edinburgh, Edinburgh, Scotland, EH9 3FF, UK
- Department of Forest and Conservation Science, Faculty of Forestry, University of British Columbia, 3041-2424 Main Mall, Vancouver, BC, V6T 1Z4, Canada
| | - Nicolas Lecomte
- Canada Research Chair in Polar and Boreal Ecology, Department of Biology and Centre d'Études Nordiques, Université de Moncton, Moncton, E1A 3E9, Canada
| | - Jan C Axmacher
- Faculty of Environmental and Forest Sciences, Agricultural University of Iceland, Árleyni 22, Keldnaholt, IS-112, Reykjavík, Iceland
- Department of Geography, UCL, University College London, London, UK
| | - Olivier Gilg
- UMR 6249 Chrono-Environnement, CNRS, Université de Franche-Comté, 25000, Besançon, France
- Groupe de Recherche en Ecologie Arctique, 21440, Francheville, France
| | | | - Emmanuel P Pagneux
- Faculty of Environmental and Forest Sciences, Agricultural University of Iceland, Árleyni 22, Keldnaholt, IS-112, Reykjavík, Iceland
| | - Anna Skarin
- Department of Animal Nutrition and Management, Swedish University of Agricultural Sciences, Uppsala, Sweden
| | - Natalia Sokolova
- Arctic Research Station of Institute of Plant and Animal Ecology Ural Branch, Russian Academy of Sciences, Labytnangi, Russia
| | - Torben Windirsch
- Permafrost Research Section, Alfred Wegener Institute Helmholtz Centre for Polar and Marine Research, Potsdam, Germany
| | - Helen C Wheeler
- School of Life Sciences, Anglia Ruskin University, East Road, Cambridge, CB1 1PT, UK
| | - Emmanuel Serrano
- Wildlife Ecology & Health Group (WE&H), Servei d'Ecopatologia de Fauna Salvatje (SEFaS), Department de Medicina I Cirurgia Animals, Universitat Autònoma de Barcelona (UAB), Bellaterra, Spain
| | - Tarmo Virtanen
- Ecosystems and Environment Research Programme, Faculty of Biological and Environmental Sciences, University of Helsinki, Helsinki, Finland
| | - David S Hik
- Department of Biological Sciences, Simon Fraser University, Burnaby, BC, V5A 1S6, Canada
| | - Elina Kaarlejärvi
- Research Centre for Ecological Change, Organismal and Evolutionary Biology Research Programme, Faculty of Biological and Environmental Sciences, University of Helsinki, Helsinki, Finland
| | - James D M Speed
- Department of Natural History, NTNU University Museum, Norwegian University of Science and Technology, 7491, Trondheim, Norway
| | - Eeva M Soininen
- Department of Arctic and Marine Biology, UiT The Arctic University of Norway, Tromsø, Norway
| |
Collapse
|
7
|
Zarzyczny KM, Rius M, Williams ST, Fenberg PB. The ecological and evolutionary consequences of tropicalisation. Trends Ecol Evol 2024; 39:267-279. [PMID: 38030539 DOI: 10.1016/j.tree.2023.10.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2023] [Revised: 10/12/2023] [Accepted: 10/13/2023] [Indexed: 12/01/2023]
Abstract
Tropicalisation is a marine phenomenon arising from contemporary climate change, and is characterised by the range expansion of tropical/subtropical species and the retraction of temperate species. Tropicalisation occurs globally and can be detected in both tropical/temperate transition zones and temperate regions. The ecological consequences of tropicalisation range from single-species impacts (e.g., altered behaviour) to whole ecosystem changes (e.g., phase shifts in intertidal and subtidal habitats). Our understanding of the evolutionary consequences of tropicalisation is limited, but emerging evidence suggests that tropicalisation could induce phenotypic change as well as shifts in the genotypic composition of both expanding and retracting species. Given the rapid rate of contemporary climate change, research on tropicalisation focusing on shifts in ecosystem functioning, biodiversity change, and socioeconomic impacts is urgently needed.
Collapse
Affiliation(s)
- Karolina M Zarzyczny
- School of Ocean and Earth Science, National Oceanography Centre, University of Southampton, Southampton SO14 3ZH, UK; Natural History Museum, Cromwell Road, London SW7 5BD, UK.
| | - Marc Rius
- Centre for Advanced Studies of Blanes (CEAB), Consejo Superior de Investigaciones Científicas (CSIC), Accés a la Cala Sant Francesc 14, Blanes 17300, Spain; Department of Zoology, Centre for Ecological Genomics and Wildlife Conservation, University of Johannesburg, Auckland Park, 2006 Johannesburg, South Africa
| | | | - Phillip B Fenberg
- School of Ocean and Earth Science, National Oceanography Centre, University of Southampton, Southampton SO14 3ZH, UK; Natural History Museum, Cromwell Road, London SW7 5BD, UK
| |
Collapse
|
8
|
Geffen E, Roemer GW, Unnsteinsdóttir ER, Van Valkenburgh B. Sub-zero temperatures and large-scale weather patterns induce tooth damage in Icelandic arctic foxes. GLOBAL CHANGE BIOLOGY 2023; 29:5211-5223. [PMID: 37349862 DOI: 10.1111/gcb.16835] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/14/2023] [Accepted: 05/27/2023] [Indexed: 06/24/2023]
Abstract
Tooth damage in carnivores can reflect shifts in both diet and feeding habits, and in large carnivores, it is associated with increased bone consumption. Variation in tooth condition in Icelandic arctic foxes, a mesocarnivore, was recorded from 854 individual foxes spanning 29 years. We hypothesized that annual climatic variations, which can influence food abundance and accessibility, will influence tooth condition by causing dietary shifts toward less edible prey. We examined tooth condition in relation to four climatic predictors: mean annual winter temperature, indices of both the El Niño anomaly and North Atlantic subpolar gyre (SPG), and the number of rain-on-snow days (ROS). We found unequivocal evidence for a strong effect of annual climate on tooth condition. Teeth of Icelandic foxes were in better condition when winter temperatures were higher, when the SPG was more positive, and when the number of ROS was low. We also found a substantial subregional effect with foxes from northeastern Iceland having lower tooth damage than those from two western sites. Contradicting our original hypothesis that foxes from northeastern Iceland, where foxes are known to scavenge on large mammal remains (e.g., sheep and horses), would show the highest tooth damage, we suggest that western coastal sites exhibited greater tooth damage because cold winter temperatures lowered the availability of seabirds, causing a shift in diet toward abrasive marine subsidies (e.g., bivalves) and frozen beach wrack. Our study shows that monitoring tooth breakage and wear can be a useful tool for evaluating the impact of climate on carnivore populations and that climate change may influence the condition and fitness of carnivores in complex and potentially conflicting ways.
Collapse
Affiliation(s)
- Eli Geffen
- School of Zoology, Tel Aviv University, Tel Aviv, Israel
| | | | | | - Blaire Van Valkenburgh
- Department of Ecology and Evolutionary Biology, University of California Los Angeles, Los Angeles, California, USA
| |
Collapse
|
9
|
Maes J, Bruzón AG, Barredo JI, Vallecillo S, Vogt P, Rivero IM, Santos-Martín F. Accounting for forest condition in Europe based on an international statistical standard. Nat Commun 2023; 14:3723. [PMID: 37349309 PMCID: PMC10287664 DOI: 10.1038/s41467-023-39434-0] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2022] [Accepted: 06/12/2023] [Indexed: 06/24/2023] Open
Abstract
Covering 35% of Europe's land area, forest ecosystems play a crucial role in safeguarding biodiversity and mitigating climate change. Yet, forest degradation continues to undermine key ecosystem services that forests deliver to society. Here we provide a spatially explicit assessment of the condition of forest ecosystems in Europe following a United Nations global statistical standard on ecosystem accounting, adopted in March 2021. We measure forest condition on a scale from 0 to 1, where 0 represents a degraded ecosystem and 1 represents a reference condition based on primary or protected forests. We show that the condition across 44 forest types averaged 0.566 in 2000 and increased to 0.585 in 2018. Forest productivity and connectivity are comparable to levels observed in undisturbed or least disturbed forests. One third of the forest area was subject to declining condition, signalled by a reduction in soil organic carbon, tree cover density and species richness of threatened birds. Our findings suggest that forest ecosystems will need further restoration, improvements in management and an extended period of recovery to approach natural conditions.
Collapse
Affiliation(s)
- Joachim Maes
- European Commission, Directorate-General for Regional and Urban Policy, Brussels, Belgium
- European Commission, Joint Research Centre, Ispra, Italy
| | - Adrián G Bruzón
- Department of Chemical and Environmental Technology, Rey Juan Carlos University, Madrid, Spain
| | - José I Barredo
- European Commission, Joint Research Centre, Ispra, Italy.
| | | | - Peter Vogt
- European Commission, Joint Research Centre, Ispra, Italy
| | | | - Fernando Santos-Martín
- Department of Chemical and Environmental Technology, Rey Juan Carlos University, Madrid, Spain
| |
Collapse
|
10
|
Prewer E, Vilaça ST, Bird S, Kutz S, Leclerc L, Kyle CJ. Metabarcoding of fecal pellets in wild muskox populations reveals negative relationships between microbiome and diet alpha diversity. Ecol Evol 2023; 13:e10192. [PMID: 37325724 PMCID: PMC10261903 DOI: 10.1002/ece3.10192] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2023] [Revised: 05/24/2023] [Accepted: 06/01/2023] [Indexed: 06/17/2023] Open
Abstract
Microbiome diversity and diet composition concomitantly influence species health, fitness, immunity, and digestion. In environments where diet varies spatially and temporally, microbiome plasticity may promote rapid host adaptation to available resources. For northern ungulates in particular, metabarcoding of noninvasively collected fecal pellets presents unprecedented insights into their diverse ecological requirements and niches by clarifying the interrelationships of microbiomes, key to deriving nutrients, in context of altered forage availability in changing climates. Muskoxen (Ovibos moschatus) are Arctic-adapted species that experience fluctuating qualities and quantities of vegetation. Geography and seasonality have been noted to influence microbiome composition and diversity in muskoxen, yet it is unclear how their microbiomes intersect with diet. Following observations from other species, we hypothesized increasing diet diversity would result in higher microbiome diversity in muskoxen. We assessed diet composition in muskoxen using three common plant metabarcoding markers and explored correlations with microbiome data. Patterns of dietary diversity and composition were not fully concordant among the markers used, yet all reflected the primary consumption of willows and sedges. Individuals with similar diets had more similar microbiomes, yet in contrast to most literature, yielded negative relationships between microbiome and diet alpha diversity. This negative correlation may reflect the unique capacities of muskoxen to survive solely on high-fiber Arctic forage and provide insight into their resiliency to exploit changing dietary resources in a rapidly warming Arctic altering vegetation diversity.
Collapse
Affiliation(s)
- Erin Prewer
- Environmental and Life Sciences Graduate ProgramTrent UniversityPeterboroughOntarioCanada
| | - Sibelle T. Vilaça
- Environmental and Life Sciences Graduate ProgramTrent UniversityPeterboroughOntarioCanada
| | - Samantha Bird
- Forensic Science DepartmentTrent UniversityPeterboroughOntarioCanada
| | - Susan Kutz
- Department of Ecosystem and Public Health, Faculty of Veterinary MedicineUniversity of CalgaryCalgaryAlbertaCanada
| | | | - Christopher J. Kyle
- Environmental and Life Sciences Graduate ProgramTrent UniversityPeterboroughOntarioCanada
- Forensic Science DepartmentTrent UniversityPeterboroughOntarioCanada
- Natural Resources DNA Profiling and Forensic CentrePeterboroughOntarioCanada
| |
Collapse
|
11
|
Cockerill CA, Hasselgren M, Dussex N, Dalén L, von Seth J, Angerbjörn A, Wallén JF, Landa A, Eide NE, Flagstad Ø, Ehrich D, Sokolov A, Sokolova N, Norén K. Genomic Consequences of Fragmentation in the Endangered Fennoscandian Arctic Fox ( Vulpes lagopus). Genes (Basel) 2022; 13:2124. [PMID: 36421799 PMCID: PMC9690288 DOI: 10.3390/genes13112124] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2022] [Revised: 10/06/2022] [Accepted: 10/10/2022] [Indexed: 11/17/2022] Open
Abstract
Accelerating climate change is causing severe habitat fragmentation in the Arctic, threatening the persistence of many cold-adapted species. The Scandinavian arctic fox (Vulpes lagopus) is highly fragmented, with a once continuous, circumpolar distribution, it struggled to recover from a demographic bottleneck in the late 19th century. The future persistence of the entire Scandinavian population is highly dependent on the northernmost Fennoscandian subpopulations (Scandinavia and the Kola Peninsula), to provide a link to the viable Siberian population. By analyzing 43 arctic fox genomes, we quantified genomic variation and inbreeding in these populations. Signatures of genome erosion increased from Siberia to northern Sweden indicating a stepping-stone model of connectivity. In northern Fennoscandia, runs of homozygosity (ROH) were on average ~1.47-fold longer than ROH found in Siberia, stretching almost entire scaffolds. Moreover, consistent with recent inbreeding, northern Fennoscandia harbored more homozygous deleterious mutations, whereas Siberia had more in heterozygous state. This study underlines the value of documenting genome erosion following population fragmentation to identify areas requiring conservation priority. With the increasing fragmentation and isolation of Arctic habitats due to global warming, understanding the genomic and demographic consequences is vital for maintaining evolutionary potential and preventing local extinctions.
Collapse
Affiliation(s)
| | - Malin Hasselgren
- Department of Zoology, Stockholm University, 10691 Stockholm, Sweden
| | - Nicolas Dussex
- Department of Zoology, Stockholm University, 10691 Stockholm, Sweden
- Centre for Palaeogenetics, Svante Arrhenius väg 20C, 10691 Stockholm, Sweden
- Department of Bioinformatics and Genetics, Swedish Museum of Natural History, 11418 Stockholm, Sweden
| | - Love Dalén
- Department of Zoology, Stockholm University, 10691 Stockholm, Sweden
- Centre for Palaeogenetics, Svante Arrhenius väg 20C, 10691 Stockholm, Sweden
- Department of Bioinformatics and Genetics, Swedish Museum of Natural History, 11418 Stockholm, Sweden
| | - Johanna von Seth
- Department of Zoology, Stockholm University, 10691 Stockholm, Sweden
- Centre for Palaeogenetics, Svante Arrhenius väg 20C, 10691 Stockholm, Sweden
| | - Anders Angerbjörn
- Department of Zoology, Stockholm University, 10691 Stockholm, Sweden
| | - Johan F. Wallén
- Department of Zoology, Stockholm University, 10691 Stockholm, Sweden
| | - Arild Landa
- Norwegian Institute for Nature Research, 7485 Trondheim, Norway
| | - Nina E. Eide
- Norwegian Institute for Nature Research, 7485 Trondheim, Norway
| | | | - Dorothee Ehrich
- Department of Arctic and Marine Biology, UiT Arctic University of Tromsø, 9037 Tromsø, Norway
| | - Aleksandr Sokolov
- Arctic Research Station of Institute of Plant and Animal Ecology, Ural Branch, Russian Academy of Sciences, Zelenaya Gorka Str. 21, 629400 Labytnangi, Russia
| | - Natalya Sokolova
- Arctic Research Station of Institute of Plant and Animal Ecology, Ural Branch, Russian Academy of Sciences, Zelenaya Gorka Str. 21, 629400 Labytnangi, Russia
| | - Karin Norén
- Department of Zoology, Stockholm University, 10691 Stockholm, Sweden
| |
Collapse
|
12
|
Koltz AM, Gough L, McLaren JR. Herbivores in Arctic ecosystems: Effects of climate change and implications for carbon and nutrient cycling. Ann N Y Acad Sci 2022; 1516:28-47. [PMID: 35881516 PMCID: PMC9796801 DOI: 10.1111/nyas.14863] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2023]
Abstract
Arctic terrestrial herbivores influence tundra carbon and nutrient dynamics through their consumption of resources, waste production, and habitat-modifying behaviors. The strength of these effects is likely to change spatially and temporally as climate change drives shifts in herbivore abundance, distribution, and activity timing. Here, we review how herbivores influence tundra carbon and nutrient dynamics through their consumptive and nonconsumptive effects. We also present evidence for herbivore responses to climate change and discuss how these responses may alter the spatial and temporal distribution of herbivore impacts. Several current knowledge gaps limit our understanding of the changing functional roles of herbivores; these include limited characterization of the spatial and temporal variability in herbivore impacts and of how herbivore activities influence the cycling of elements beyond carbon. We conclude by highlighting approaches that will promote better understanding of herbivore effects on tundra ecosystems, including their integration into existing biogeochemical models, new applications of remote sensing techniques, and the continued use of distributed experiments.
Collapse
Affiliation(s)
- Amanda M. Koltz
- Department of BiologyWashington University in St. LouisSt. LouisMissouriUSA
- The Arctic InstituteCenter for Circumpolar Security StudiesWashingtonDCUSA
- Department of Integrative BiologyUniversity of Texas at AustinAustinTexasUSA
| | - Laura Gough
- Department of Biological SciencesTowson UniversityTowsonMarylandUSA
| | - Jennie R. McLaren
- Department of Biological SciencesUniversity of Texas El PasoEl PasoTexasUSA
| |
Collapse
|
13
|
Barrio IC, Barbero-Palacios L, Kaarlejärvi E, Speed JDM, Heiðmarsson S, Hik DS, Soininen EM. What are the effects of herbivore diversity on tundra ecosystems? A systematic review protocol. ENVIRONMENTAL EVIDENCE 2022; 11:1. [PMID: 39294709 PMCID: PMC11378829 DOI: 10.1186/s13750-022-00257-z] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/17/2021] [Accepted: 01/12/2022] [Indexed: 09/21/2024]
Abstract
BACKGROUND Changes in the diversity of herbivore communities can strongly influence the functioning of northern ecosystems. Different herbivores have different impacts on ecosystems because of differences in their diets, behaviour and energy requirements. The combined effects of different herbivores can in some cases compensate each other but lead to stronger directional changes elsewhere. However, the diversity of herbivore assemblages has until recently been a largely overlooked dimension of plant-herbivore interactions. Given the ongoing environmental changes in tundra ecosystems, with increased influx of boreal species and changes in the distribution and abundance of arctic herbivores, a better understanding of the consequences of changes in the diversity of herbivore assemblages is needed. This protocol presents the methodology that will be used in a systematic review on the effects of herbivore diversity on different processes, functions and properties of tundra ecosystems. METHODS This systematic review builds on an earlier systematic map on herbivory studies in the Arctic that identified a relatively large number of studies assessing the effects of multiple herbivores. The systematic review will include primary field studies retrieved from databases, search engines and specialist websites, that compare responses of tundra ecosystems to different levels of herbivore diversity, including both vertebrate and invertebrate herbivores. We will use species richness of herbivores or the richness of functional groups of herbivores as a measure of the diversity of the herbivore assemblages. Studies will be screened in three stages: title, abstract and full text, and inclusion will follow clearly identified eligibility criteria, based on their target population, exposure, comparator and study design. The review will cover terrestrial Arctic ecosystems including the forest-tundra ecotone. Potential outcomes will include multiple processes, functions and properties of tundra ecosystems related to primary productivity, nutrient cycling, accumulation and dynamics of nutrient pools, as well as the impacts of herbivores on other organisms. Studies will be critically appraised for validity, and where studies report similar outcomes, meta-analysis will be performed.
Collapse
Affiliation(s)
- Isabel C Barrio
- Faculty of Environmental and Forest Sciences, Agricultural University of Iceland, Árleyni 22, Keldnaholt, 112, Reykjavík, Iceland.
| | - Laura Barbero-Palacios
- Faculty of Environmental and Forest Sciences, Agricultural University of Iceland, Árleyni 22, Keldnaholt, 112, Reykjavík, Iceland
| | - Elina Kaarlejärvi
- Organismal and Evolutionary Research Programme, University of Helsinki, FI-00014, Helsinki, Finland
| | - James D M Speed
- Department of Natural History, NTNU University Museum, Norwegian University of Science and Technology, 7491, Trondheim, Norway
| | - Starri Heiðmarsson
- Icelandic Institute of Natural History, Borgum við Norðurslóð, 600, Akureyri, Iceland
| | - David S Hik
- Department of Biological Sciences, Simon Fraser University, Burnaby, BC, V5A 1S6, Canada
| | - Eeva M Soininen
- Department of Arctic and Marine Biology, UiT - the Arctic University of Norway, 9037, Tromsö, Norway
| |
Collapse
|