234 results on '"Kaarlejärvi, Elina"'
Search Results
2. Diverging trends and drivers of Arctic flower production in Greenland over space and time
- Author
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Becker-Scarpitta, Antoine, Antão, Laura H., Schmidt, Niels Martin, Blanchet, F. Guillaume, Kaarlejärvi, Elina, Raundrup, Katrine, and Roslin, Tomas
- Published
- 2023
- Full Text
- View/download PDF
3. Mixed effects of a national protected area network on terrestrial and freshwater biodiversity
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Santangeli, Andrea, Weigel, Benjamin, Antão, Laura H., Kaarlejärvi, Elina, Hällfors, Maria, Lehikoinen, Aleksi, Lindén, Andreas, Salemaa, Maija, Tonteri, Tiina, Merilä, Päivi, Vuorio, Kristiina, Ovaskainen, Otso, Vanhatalo, Jarno, Roslin, Tomas, and Saastamoinen, Marjo
- Published
- 2023
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4. Plant traits poorly predict winner and loser shrub species in a warming tundra biome
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García Criado, Mariana, Myers-Smith, Isla H., Bjorkman, Anne D., Normand, Signe, Blach-Overgaard, Anne, Thomas, Haydn J. D., Eskelinen, Anu, Happonen, Konsta, Alatalo, Juha M., Anadon-Rosell, Alba, Aubin, Isabelle, te Beest, Mariska, Betway-May, Katlyn R., Blok, Daan, Buras, Allan, Cerabolini, Bruno E. L., Christie, Katherine, Cornelissen, J. Hans C., Forbes, Bruce C., Frei, Esther R., Grogan, Paul, Hermanutz, Luise, Hollister, Robert D., Hudson, James, Iturrate-Garcia, Maitane, Kaarlejärvi, Elina, Kleyer, Michael, Lamarque, Laurent J., Lembrechts, Jonas J., Lévesque, Esther, Luoto, Miska, Macek, Petr, May, Jeremy L., Prevéy, Janet S., Schaepman-Strub, Gabriela, Sheremetiev, Serge N., Siegwart Collier, Laura, Soudzilovskaia, Nadejda A., Trant, Andrew, Venn, Susanna E., and Virkkala, Anna-Maria
- Published
- 2023
- Full Text
- View/download PDF
5. Climate change reshuffles northern species within their niches
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Antão, Laura H., Weigel, Benjamin, Strona, Giovanni, Hällfors, Maria, Kaarlejärvi, Elina, Dallas, Tad, Opedal, Øystein H., Heliölä, Janne, Henttonen, Heikki, Huitu, Otso, Korpimäki, Erkki, Kuussaari, Mikko, Lehikoinen, Aleksi, Leinonen, Reima, Lindén, Andreas, Merilä, Päivi, Pietiäinen, Hannu, Pöyry, Juha, Salemaa, Maija, Tonteri, Tiina, Vuorio, Kristiina, Ovaskainen, Otso, Saastamoinen, Marjo, Vanhatalo, Jarno, Roslin, Tomas, and Laine, Anna-Liisa
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- 2022
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6. Tundra Trait Team: A database of plant traits spanning the tundra biome
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Bjorkman, Anne D, Myers‐Smith, Isla H, Elmendorf, Sarah C, Normand, Signe, Thomas, Haydn JD, Alatalo, Juha M, Alexander, Heather, Anadon‐Rosell, Alba, Angers‐Blondin, Sandra, Bai, Yang, Baruah, Gaurav, Beest, Mariska te, Berner, Logan, Björk, Robert G, Blok, Daan, Bruelheide, Helge, Buchwal, Agata, Buras, Allan, Carbognani, Michele, Christie, Katherine, Collier, Laura S, Cooper, Elisabeth J, Cornelissen, J Hans C, Dickinson, Katharine JM, Dullinger, Stefan, Elberling, Bo, Eskelinen, Anu, Forbes, Bruce C, Frei, Esther R, Iturrate‐Garcia, Maitane, Good, Megan K, Grau, Oriol, Green, Peter, Greve, Michelle, Grogan, Paul, Haider, Sylvia, Hájek, Tomáš, Hallinger, Martin, Happonen, Konsta, Harper, Karen A, Heijmans, Monique MPD, Henry, Gregory HR, Hermanutz, Luise, Hewitt, Rebecca E, Hollister, Robert D, Hudson, James, Hülber, Karl, Iversen, Colleen M, Jaroszynska, Francesca, Jiménez‐Alfaro, Borja, Johnstone, Jill, Jorgensen, Rasmus Halfdan, Kaarlejärvi, Elina, Klady, Rebecca, Klimešová, Jitka, Korsten, Annika, Kuleza, Sara, Kulonen, Aino, Lamarque, Laurent J, Lantz, Trevor, Lavalle, Amanda, Lembrechts, Jonas J, Lévesque, Esther, Little, Chelsea J, Luoto, Miska, Macek, Petr, Mack, Michelle C, Mathakutha, Rabia, Michelsen, Anders, Milbau, Ann, Molau, Ulf, Morgan, John W, Mörsdorf, Martin Alfons, Nabe‐Nielsen, Jacob, Nielsen, Sigrid Schøler, Ninot, Josep M, Oberbauer, Steven F, Olofsson, Johan, Onipchenko, Vladimir G, Petraglia, Alessandro, Pickering, Catherine, Prevéy, Janet S, Rixen, Christian, Rumpf, Sabine B, Schaepman‐Strub, Gabriela, Semenchuk, Philipp, Shetti, Rohan, Soudzilovskaia, Nadejda A, Spasojevic, Marko J, Speed, James David Mervyn, Street, Lorna E, Suding, Katharine, Tape, Ken D, Tomaselli, Marcello, Trant, Andrew, Treier, Urs A, Tremblay, Jean‐Pierre, Tremblay, Maxime, Venn, Susanna, and Virkkala, Anna‐Maria
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alpine ,Arctic ,plant functional traits ,tundra ,Ecology - Published
- 2018
7. What are the effects of herbivore diversity on tundra ecosystems? A systematic review protocol
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Barrio, Isabel C., Barbero-Palacios, Laura, Kaarlejärvi, Elina, Speed, James D. M., Heiðmarsson, Starri, Hik, David S., and Soininen, Eeva M.
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- 2022
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8. Correction to: Location of studies and evidence of effects of herbivory on Arctic vegetation: a systematic map
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Soininen, Eeva M., Barrio, Isabel C., Bjørkås, Ragnhild, Björnsdóttir, Katrín, Ehrich, Dorothee, Hopping, Kelly, Kaarlejärvi, Elina, Kolstad, Anders Lorentzen, Abdulmanova, Svetlana, Björk, Robert G., Bueno, C. Guillermo, Eischeid, Isabell, Higgens, Rebecca Finger, Forbey, Jennifer Sorensen, Gignac, Charles, Gilg, Olivier, den Herder, Michael, Holm, Hildur Søndergaard, Hwang, Bernice C., Jepsen, Jane Uhd, Kamenova, Stefaniya, Kater, Ilona, Koltz, Amanda M., Kristensen, Jeppe Aagaard, Little, Chelsea J., Macek, Petr, Mathisen, Karen Marie, Metcalfe, Daniel, Mosbacher, Jesper Bruun, Mörsdorf, Martin Alfons, Park, Taejin, Propster, Jeffrey, Roberts, Aradhana, Ferron, Emmanuel Serrano, Spiegel, Marcus P., Tamayo, Mariana, Tuomi, Maria W., Verma, Megha, Vuorinen, Katariina Elsa Maria, Väisänen, Maria, Van der Wal, René, Wilcots, Megan, Yoccoz, Nigel, and Speed, James D. M.
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- 2022
- Full Text
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9. Inferring ecological selection from multidimensional community trait distributions along environmental gradients.
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Kaarlejärvi, Elina, Itter, Malcolm, Tonteri, Tiina, Hamberg, Leena, Salemaa, Maija, Merilä, Päivi, Vanhatalo, Jarno, and Laine, Anna‐Liisa
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BIOTIC communities , *NATURAL selection , *TAIGAS , *PLANT communities , *UNDERSTORY plants - Abstract
Understanding the drivers of community assembly is critical for predicting the future of biodiversity and ecosystem services. Ecological selection ubiquitously shapes communities by selecting for individuals with the most suitable trait combinations. Detecting selection types on key traits across environmental gradients and over time has the potential to reveal the underlying abiotic and biotic drivers of community dynamics. Here, we present a model‐based predictive framework to quantify the multidimensional trait distributions of communities (community trait spaces), which we use to identify ecological selection types shaping communities along environmental gradients. We apply the framework to over 3600 boreal forest understory plant communities with results indicating that directional, stabilizing, and divergent selection all modify community trait distributions and that the selection type acting on individual traits may change over time. Our results provide novel and rare empirical evidence for divergent selection within a natural system. Our approach provides a framework for identifying key traits under selection and facilitates the detection of processes underlying community dynamics. [ABSTRACT FROM AUTHOR]
- Published
- 2024
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10. Plant functional trait change across a warming tundra biome
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Bjorkman, Anne D, Myers-Smith, Isla H, Elmendorf, Sarah C, Normand, Signe, Rüger, Nadja, Beck, Pieter SA, Blach-Overgaard, Anne, Blok, Daan, Cornelissen, J Hans C, Forbes, Bruce C, Georges, Damien, Goetz, Scott J, Guay, Kevin C, Henry, Gregory HR, HilleRisLambers, Janneke, Hollister, Robert D, Karger, Dirk N, Kattge, Jens, Manning, Peter, Prevéy, Janet S, Rixen, Christian, Schaepman-Strub, Gabriela, Thomas, Haydn JD, Vellend, Mark, Wilmking, Martin, Wipf, Sonja, Carbognani, Michele, Hermanutz, Luise, Lévesque, Esther, Molau, Ulf, Petraglia, Alessandro, Soudzilovskaia, Nadejda A, Spasojevic, Marko J, Tomaselli, Marcello, Vowles, Tage, Alatalo, Juha M, Alexander, Heather D, Anadon-Rosell, Alba, Angers-Blondin, Sandra, Beest, Mariska te, Berner, Logan, Björk, Robert G, Buchwal, Agata, Buras, Allan, Christie, Katherine, Cooper, Elisabeth J, Dullinger, Stefan, Elberling, Bo, Eskelinen, Anu, Frei, Esther R, Grau, Oriol, Grogan, Paul, Hallinger, Martin, Harper, Karen A, Heijmans, Monique MPD, Hudson, James, Hülber, Karl, Iturrate-Garcia, Maitane, Iversen, Colleen M, Jaroszynska, Francesca, Johnstone, Jill F, Jørgensen, Rasmus Halfdan, Kaarlejärvi, Elina, Klady, Rebecca, Kuleza, Sara, Kulonen, Aino, Lamarque, Laurent J, Lantz, Trevor, Little, Chelsea J, Speed, James DM, Michelsen, Anders, Milbau, Ann, Nabe-Nielsen, Jacob, Nielsen, Sigrid Schøler, Ninot, Josep M, Oberbauer, Steven F, Olofsson, Johan, Onipchenko, Vladimir G, Rumpf, Sabine B, Semenchuk, Philipp, Shetti, Rohan, Collier, Laura Siegwart, Street, Lorna E, Suding, Katharine N, Tape, Ken D, Trant, Andrew, Treier, Urs A, Tremblay, Jean-Pierre, Tremblay, Maxime, Venn, Susanna, Weijers, Stef, Zamin, Tara, Boulanger-Lapointe, Noémie, Gould, William A, Hik, David S, Hofgaard, Annika, Jónsdóttir, Ingibjörg S, Jorgenson, Janet, Klein, Julia, and Magnusson, Borgthor
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Climate Change Impacts and Adaptation ,Biological Sciences ,Ecology ,Environmental Sciences ,Climate Action ,Biometry ,Geographic Mapping ,Global Warming ,Humidity ,Phenotype ,Plant Physiological Phenomena ,Plants ,Soil ,Spatio-Temporal Analysis ,Temperature ,Tundra ,Water ,General Science & Technology - Abstract
The tundra is warming more rapidly than any other biome on Earth, and the potential ramifications are far-reaching because of global feedback effects between vegetation and climate. A better understanding of how environmental factors shape plant structure and function is crucial for predicting the consequences of environmental change for ecosystem functioning. Here we explore the biome-wide relationships between temperature, moisture and seven key plant functional traits both across space and over three decades of warming at 117 tundra locations. Spatial temperature-trait relationships were generally strong but soil moisture had a marked influence on the strength and direction of these relationships, highlighting the potentially important influence of changes in water availability on future trait shifts in tundra plant communities. Community height increased with warming across all sites over the past three decades, but other traits lagged far behind predicted rates of change. Our findings highlight the challenge of using space-for-time substitution to predict the functional consequences of future warming and suggest that functions that are tied closely to plant height will experience the most rapid change. They also reveal the strength with which environmental factors shape biotic communities at the coldest extremes of the planet and will help to improve projections of functional changes in tundra ecosystems with climate warming.
- Published
- 2018
11. Shifts in mycorrhizal types of fungi and plants in response to fertilisation, warming and herbivory in a tundra grassland
- Author
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Le Noir de Carlan, Coline, primary, Kaarlejärvi, Elina, additional, De Tender, Caroline, additional, Heinecke, Thilo, additional, Eskelinen, Anu, additional, and Verbruggen, Erik, additional
- Published
- 2024
- Full Text
- View/download PDF
12. Higher vascular plant abundance associated with decreased ecosystem respiration after 20 years of warming in the forest–tundra ecotone
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Myrsky, Eero, Mikola, Juha, Kaarlejärvi, Elina, Olofsson, Johan, Sjögersten, Sofie, Tupek, Boris, Männistö, Minna K., Stark, Sari, Myrsky, Eero, Mikola, Juha, Kaarlejärvi, Elina, Olofsson, Johan, Sjögersten, Sofie, Tupek, Boris, Männistö, Minna K., and Stark, Sari
- Abstract
The on-going climate warming is promoting shrub abundance in high latitudes, but the effect of this phenomenon on ecosystem functioning is expected to depend on whether deciduous or evergreen species increase in response to warming. To explore effects of long-term warming on shrubs and further on ecosystem functioning, we analysed vegetation and ecosystem CO2 exchange after 20 years of warming in the forest–tundra ecotone in subarctic Sweden. A previous study conducted 9 years earlier had found increased evergreen Empetrum nigrum ssp. hermaphroditum in the forest and increased deciduous Betula nana in the tundra. Following current understanding, we expected continued increase in shrub abundance that would be stronger in tundra than in forest. We expected warming to increase ecosystem respiration (Re) and gross primary productivity (GPP), with a greater increase in Re in tundra due to increased deciduous shrub abundance, leading to a less negative net ecosystem exchange and reduced ecosystem C sink strength. As predicted, vascular plant abundances were higher in the warmed plots with a stronger response in tundra than in forest. However, whereas B. nana had increased in abundance since the last survey, E. hermaphroditum abundance had declined due to several moth and rodent outbreaks during the past decade. In contrast to predictions, Re was significantly lower in the warmed plots irrespective of habitat, and GPP increased marginally only in the forest. The lower Re and a higher GPP under warming in the forest together led to increased net C sink. Re was negatively associated with the total vascular plant abundance. Our results highlight the importance of disturbance regimes for vegetation responses to warming. Climate warming may promote species with both a high capacity to grow under warmer conditions and a resilience towards herbivore outbreaks. Negative correlation between Re and total vascular plant abundance further indicate that the indirect impacts of increase
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- 2024
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13. Author Correction: Climate change reshuffles northern species within their niches
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Antão, Laura H., Weigel, Benjamin, Strona, Giovanni, Hällfors, Maria, Kaarlejärvi, Elina, Dallas, Tad, Opedal, Øystein H., Heliölä, Janne, Henttonen, Heikki, Huitu, Otso, Korpimäki, Erkki, Kuussaari, Mikko, Lehikoinen, Aleksi, Leinonen, Reima, Lindén, Andreas, Merilä, Päivi, Pietiäinen, Hannu, Pöyry, Juha, Salemaa, Maija, Tonteri, Tiina, Vuorio, Kristiina, Ovaskainen, Otso, Saastamoinen, Marjo, Vanhatalo, Jarno, Roslin, Tomas, and Laine, Anna-Liisa
- Published
- 2023
- Full Text
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14. Location of studies and evidence of effects of herbivory on Arctic vegetation: a systematic map
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Soininen, Eeva M., Barrio, Isabel C., Bjørkås, Ragnhild, Björnsdóttir, Katrín, Ehrich, Dorothee, Hopping, Kelly, Kaarlejärvi, Elina, Kolstad, Anders Lorentzen, Abdulmanova, Svetlana, Björk, Robert G., Bueno, C. Guillermo, Eischeid, Isabell, Higgens, Rebecca Finger, Forbey, Jennifer Sorensen, Gignac, Charles, Gilg, Olivier, den Herder, Michael, Holm, Hildur Søndergaard, Hwang, Bernice C., Jepsen, Jane Uhd, Kamenova, Stefaniya, Kater, Ilona, Koltz, Amanda M., Kristensen, Jeppe Aagaard, Little, Chelsea J., Macek, Petr, Mathisen, Karen Marie, Metcalfe, Daniel, Mosbacher, Jesper Bruun, Mörsdorf, Martin Alfons, Park, Taejin, Propster, Jeffrey, Roberts, Aradhana, Ferron, Emmanuel Serrano, Spiegel, Marcus P., Tamayo, Mariana, Tuomi, Maria W., Verma, Megha, Vuorinen, Katariina Elsa Maria, Väisänen, Maria, Van der Wal, René, Wilcots, Megan, Yoccoz, Nigel, and Speed, James D. M.
- Published
- 2021
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15. Bayesian joint species distribution model selection for community‐level prediction.
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Itter, Malcolm S., Kaarlejärvi, Elina, Laine, Anna‐Liisa, Hamberg, Leena, Tonteri, Tiina, and Vanhatalo, Jarno
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SPECIES distribution , *TAIGAS , *FORECASTING , *PREDICTION models , *MODEL theory - Abstract
Aim: Joint species distribution models (JSDMs) are an important tool for predicting ecosystem diversity and function under global change. The growing complexity of modern JSDMs necessitates careful model selection tailored to the challenges of community prediction under novel conditions (i.e., transferable models). Common approaches to evaluate the performance of JSDMs for community‐level prediction are based on individual species predictions that do not account for the species correlation structures inherent in JSDMs. Here, we formalize a Bayesian model selection approach that accounts for species correlation structures and apply it to compare the community‐level predictive performance of alternative JSDMs across broad environmental gradients emulating transferable applications. Innovation: We connect the evaluation of JSDM predictions to Bayesian model selection theory under which the log score is the preferred performance measure for probabilistic prediction. We define the joint log score for community‐level prediction and distinguish it from more commonly applied JSDM evaluation metrics. We then apply the joint community log score to evaluate predictions of 1918 out‐of‐sample boreal forest understory communities spanning 39 species generated using a novel multinomial JSDM framework that supports alternative species correlation structures: independent, compositional dependence and residual dependence. Main conclusions: The best performing JSDM included all observed environmental variables and compositional dependence modelled using a multinomial likelihood. The addition of flexible residual species correlations improved model predictions only within JSDMs applying a reduced set of environmental variables highlighting potential confounding between unobserved environmental conditions and residual species dependence. The best performing JSDM was consistent across successional and bioclimatic gradients regardless of whether interest was in species‐ or community‐level prediction. Our study demonstrates the utility of the joint community log score to compare the predictive performance of JSDMs and highlights the importance of accounting for species dependence when interest is in community composition under novel conditions. [ABSTRACT FROM AUTHOR]
- Published
- 2024
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16. Higher vascular plant abundance associated with decreased ecosystem respiration after 20 years of warming in the forest–tundra ecotone
- Author
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Myrsky, Eero, primary, Mikola, Juha, additional, Kaarlejärvi, Elina, additional, Olofsson, Johan, additional, Sjögersten, Sofie, additional, Tupek, Boris, additional, Männistö, Minna K., additional, and Stark, Sari, additional
- Published
- 2023
- Full Text
- View/download PDF
17. Inferring ecological selection from multidimensional community trait distributions along environmental gradients
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Kaarlejärvi, Elina, primary, Itter, Malcolm S, additional, Tonteri, Tiina, additional, Hamberg, Leena, additional, Salemaa, Maija, additional, Merilä, Päivi, additional, Vanhatalo, Jarno, additional, and Laine, Anna-Liisa, additional
- Published
- 2023
- Full Text
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18. Large herbivore diversity slows sea ice–associated decline in arctic tundra diversity
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Post, Eric, primary, Kaarlejärvi, Elina, additional, Macias-Fauria, Marc, additional, Watts, David A., additional, Bøving, Pernille Sporon, additional, Cahoon, Sean M. P., additional, Higgins, R. Conor, additional, John, Christian, additional, Kerby, Jeffrey T., additional, Pedersen, Christian, additional, Post, Mason, additional, and Sullivan, Patrick F., additional
- Published
- 2023
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19. Plant diversity dynamics over space and time in a warming Arctic
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García Criado, Mariana, primary, Myers-Smith, Isla, additional, Bjorkman, Anne, additional, Elmendorf, Sarah, additional, Normand, Signe, additional, Aastrup, Peter, additional, Aerts, Rien, additional, Alatalo, Juha, additional, Baeten, Lander, additional, Björk, Robert, additional, Björkman, Mats, additional, Boulanger-Lapointe, Noémie, additional, Butler, Ethan, additional, Cooper, Elisabeth, additional, Cornelissen, J. Hans, additional, Daskalova, Gergana, additional, Henry, Greg, additional, Hollister, Robert, additional, Høye, Toke, additional, Fadrique, Belen, additional, Jacobsen, Ida, additional, Jägerbrand, Annika, additional, Jónsdóttir, Ingibjörg Svala, additional, Kaarlejärvi, Elina, additional, Khitun, Olga, additional, Klanderud, Kari, additional, Kolari, Tiina, additional, Lang, Simone, additional, Lecomte, Nicolas, additional, Lenoir, Jonathan, additional, Macek, Petr, additional, Messier, Julie, additional, Michelsen, Anders, additional, Molau, Ulf, additional, Muscarella, Robert, additional, Nielsen, Marie-Louise, additional, Petit Bon, Matteo, additional, Post, Eric, additional, Raundrup, Katrine, additional, Rinnan, Riikka, additional, Rixen, Christian, additional, Ryde, Ingvild, additional, Serra-Diaz, Josep, additional, Schaepman-Strub, Gabriela, additional, Schmidt, Niels, additional, Schrodt, Franziska, additional, Sjögersten, Sofie, additional, Steinbauer, Manuel, additional, Stewart, Lærke, additional, Strandberg, Beate, additional, Tolvanen, Anne, additional, Tweedie, Craig, additional, and Vellend4, Mark, additional
- Published
- 2023
- Full Text
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20. Seed limitation interacts with biotic and abiotic factors to constrain novel species' impact on community biomass and richness
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Pichon, Noémie A., primary, Kaarlejärvi, Elina, additional, and Eskelinen, Anu, additional
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- 2023
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21. Plant traits poorly predict winner and loser shrub species in a warming tundra biome
- Author
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Sustainability Science and Education, Spatial Ecology and Global Change, Environmental Sciences, García Criado, Mariana, Myers-Smith, Isla H., Bjorkman, Anne D., Normand, Signe, Blach-Overgaard, Anne, Thomas, Haydn J. D., Eskelinen, Anu, Happonen, Konsta, Alatalo, Juha M., Anadon-Rosell, Alba, Aubin, Isabelle, te Beest, Mariska, Betway-May, Katlyn R., Blok, Daan, Buras, Allan, Cerabolini, Bruno E. L., Christie, Katherine, Cornelissen, J. Hans C., Forbes, Bruce C., Frei, Esther R., Grogan, Paul, Hermanutz, Luise, Hollister, Robert D., Hudson, James, Iturrate-Garcia, Maitane, Kaarlejärvi, Elina, Kleyer, Michael, Lamarque, Laurent J., Lembrechts, Jonas J., Lévesque, Esther, Luoto, Miska, Macek, Petr, May, Jeremy L., Prevéy, Janet S., Schaepman-Strub, Gabriela, Sheremetiev, Serge N., Siegwart Collier, Laura, Soudzilovskaia, Nadejda A., Trant, Andrew, Venn, Susanna E., Virkkala, Anna-Maria, Sustainability Science and Education, Spatial Ecology and Global Change, Environmental Sciences, García Criado, Mariana, Myers-Smith, Isla H., Bjorkman, Anne D., Normand, Signe, Blach-Overgaard, Anne, Thomas, Haydn J. D., Eskelinen, Anu, Happonen, Konsta, Alatalo, Juha M., Anadon-Rosell, Alba, Aubin, Isabelle, te Beest, Mariska, Betway-May, Katlyn R., Blok, Daan, Buras, Allan, Cerabolini, Bruno E. L., Christie, Katherine, Cornelissen, J. Hans C., Forbes, Bruce C., Frei, Esther R., Grogan, Paul, Hermanutz, Luise, Hollister, Robert D., Hudson, James, Iturrate-Garcia, Maitane, Kaarlejärvi, Elina, Kleyer, Michael, Lamarque, Laurent J., Lembrechts, Jonas J., Lévesque, Esther, Luoto, Miska, Macek, Petr, May, Jeremy L., Prevéy, Janet S., Schaepman-Strub, Gabriela, Sheremetiev, Serge N., Siegwart Collier, Laura, Soudzilovskaia, Nadejda A., Trant, Andrew, Venn, Susanna E., and Virkkala, Anna-Maria
- Published
- 2023
22. Mixed effects of a national protected area network on terrestrial and freshwater biodiversity
- Author
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European Commission, Jane and Aatos Erkko Foundation, European Research Council, Academy of Finland, Research Council of Norway, Finnish Cultural Foundation, Helsinki Institute of Life Science, Ministerio de Ciencia e Innovación (España), Agencia Estatal de Investigación (España), Helsinki University Library, Santangeli, Andrea, Weigel, Benjamin, Antão, Laura H., Kaarlejärvi, Elina, Hällfors, Maria, Lehikoinen, Aleksi, Lindén, Andreas, Salemaa, Maija, Tonteri, Tiina, Merilä, Päivi, Vuorio, Kristiina, Ovaskainen, Otso, Vanhatalo, Jarno, Roslin, Tomas, Saastamoinen, Marjo, European Commission, Jane and Aatos Erkko Foundation, European Research Council, Academy of Finland, Research Council of Norway, Finnish Cultural Foundation, Helsinki Institute of Life Science, Ministerio de Ciencia e Innovación (España), Agencia Estatal de Investigación (España), Helsinki University Library, Santangeli, Andrea, Weigel, Benjamin, Antão, Laura H., Kaarlejärvi, Elina, Hällfors, Maria, Lehikoinen, Aleksi, Lindén, Andreas, Salemaa, Maija, Tonteri, Tiina, Merilä, Päivi, Vuorio, Kristiina, Ovaskainen, Otso, Vanhatalo, Jarno, Roslin, Tomas, and Saastamoinen, Marjo
- Abstract
Protected areas are considered fundamental to counter biodiversity loss. However, evidence for their effectiveness in averting local extinctions remains scarce and taxonomically biased. We employ a robust counterfactual multi-taxon approach to compare occupancy patterns of 638 species, including birds (150), mammals (23), plants (39) and phytoplankton (426) between protected and unprotected sites across four decades in Finland. We find mixed impacts of protected areas, with only a small proportion of species explicitly benefiting from protection-mainly through slower rates of decline inside protected areas. The benefits of protection are enhanced for larger protected areas and are traceable to when the sites were protected, but are mostly unrelated to species conservation status or traits (size, climatic niche and threat status). Our results suggest that the current protected area network can partly contribute to slow down declines in occupancy rates, but alone will not suffice to halt the biodiversity crisis. Efforts aimed at improving coverage, connectivity and management will be key to enhance the effectiveness of protected areas towards bending the curve of biodiversity loss.
- Published
- 2023
23. Santangeli et al. Mixed effects of protected areas on terrestrial and freshwater biodiversity. Data & scripts
- Author
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European Commission, Jane and Aatos Erkko Foundation, Santangeli, Andrea [0000-0003-0273-1977], Santangeli, Andrea, Antão, Laura H., Weigel, Benjamin, Kaarlejärvi, Elina, Hällfors, Maria, Lehikoinen, Aleksi, Lindén, Andreas, Salemaa, Maija, Tonteri, Tiina, Merilä, Päivi, Vuorio, Kristiina, Ovaskainen, Otso, Vanhatalo, Jarno, Roslin, Tomas, Saastamoinen, Marjo, European Commission, Jane and Aatos Erkko Foundation, Santangeli, Andrea [0000-0003-0273-1977], Santangeli, Andrea, Antão, Laura H., Weigel, Benjamin, Kaarlejärvi, Elina, Hällfors, Maria, Lehikoinen, Aleksi, Lindén, Andreas, Salemaa, Maija, Tonteri, Tiina, Merilä, Päivi, Vuorio, Kristiina, Ovaskainen, Otso, Vanhatalo, Jarno, Roslin, Tomas, and Saastamoinen, Marjo
- Abstract
This zipped folder includes all data and the scripts to replicate the analyses from the study by Santangeli et al. Mixed effects of protected areas on terrestrial and freshwater biodiversity. Specifically, we include in the main folder the script (R file, suitable for R software - "SiteMatchingBirdExample") and site level data ("BirdData.csv") used to run the matching analyses of protected and unportected sites (data and script provided for the birds data only due to data ownership agreements). This example is easily applicable to the other three taxonomic groups. We also include the data and scripts to run the Joint Species Distribution Modeling on the occurrence data separately for each of the four taxonomic groups studied in the folder "HMSC_models". Here the user will find four separate sub-folders, each including in turn a folder named data which hosts the occurrence data from sites selected after matching for that taxon (CSV file named SXY, includes also site level information), as well as a script file (named e.g. birds_HMSC in the case of birds folder) that can be used to replicate the joint species distribution model on that specific taxonomic group.
- Published
- 2023
24. Plant traits poorly predict winner and loser shrub species in a warming tundra biome
- Author
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García Criado, Mariana; https://orcid.org/0000-0001-7480-6144, Myers-Smith, Isla H; https://orcid.org/0000-0002-8417-6112, Bjorkman, Anne D; https://orcid.org/0000-0003-2174-7800, Normand, Signe, Blach-Overgaard, Anne, Thomas, Haydn J D; https://orcid.org/0000-0001-9099-6304, Eskelinen, Anu; https://orcid.org/0000-0003-1707-5263, Happonen, Konsta, Alatalo, Juha M; https://orcid.org/0000-0001-5084-850X, Anadon-Rosell, Alba; https://orcid.org/0000-0002-9447-7795, Aubin, Isabelle; https://orcid.org/0000-0002-5953-1012, te Beest, Mariska; https://orcid.org/0000-0003-3673-4105, Betway-May, Katlyn R; https://orcid.org/0000-0001-5594-3047, Blok, Daan; https://orcid.org/0000-0003-2703-9303, Buras, Allan; https://orcid.org/0000-0003-2179-0681, Cerabolini, Bruno E L; https://orcid.org/0000-0002-3793-0733, Christie, Katherine; https://orcid.org/0000-0002-4124-0700, Cornelissen, J Hans C; https://orcid.org/0000-0002-2346-1585, Forbes, Bruce C; https://orcid.org/0000-0002-4593-5083, Frei, Esther R; https://orcid.org/0000-0003-1910-7900, Grogan, Paul; https://orcid.org/0000-0002-7379-875X, Hermanutz, Luise; https://orcid.org/0000-0003-0706-7067, Hollister, Robert D; https://orcid.org/0000-0002-4764-7691, Hudson, James, Iturrate-Garcia, Maitane, Kaarlejärvi, Elina; https://orcid.org/0000-0003-0014-0073, Kleyer, Michael, Lamarque, Laurent J; https://orcid.org/0000-0002-1430-5193, Lembrechts, Jonas J, Lévesque, Esther; https://orcid.org/0000-0002-1119-6032, et al, García Criado, Mariana; https://orcid.org/0000-0001-7480-6144, Myers-Smith, Isla H; https://orcid.org/0000-0002-8417-6112, Bjorkman, Anne D; https://orcid.org/0000-0003-2174-7800, Normand, Signe, Blach-Overgaard, Anne, Thomas, Haydn J D; https://orcid.org/0000-0001-9099-6304, Eskelinen, Anu; https://orcid.org/0000-0003-1707-5263, Happonen, Konsta, Alatalo, Juha M; https://orcid.org/0000-0001-5084-850X, Anadon-Rosell, Alba; https://orcid.org/0000-0002-9447-7795, Aubin, Isabelle; https://orcid.org/0000-0002-5953-1012, te Beest, Mariska; https://orcid.org/0000-0003-3673-4105, Betway-May, Katlyn R; https://orcid.org/0000-0001-5594-3047, Blok, Daan; https://orcid.org/0000-0003-2703-9303, Buras, Allan; https://orcid.org/0000-0003-2179-0681, Cerabolini, Bruno E L; https://orcid.org/0000-0002-3793-0733, Christie, Katherine; https://orcid.org/0000-0002-4124-0700, Cornelissen, J Hans C; https://orcid.org/0000-0002-2346-1585, Forbes, Bruce C; https://orcid.org/0000-0002-4593-5083, Frei, Esther R; https://orcid.org/0000-0003-1910-7900, Grogan, Paul; https://orcid.org/0000-0002-7379-875X, Hermanutz, Luise; https://orcid.org/0000-0003-0706-7067, Hollister, Robert D; https://orcid.org/0000-0002-4764-7691, Hudson, James, Iturrate-Garcia, Maitane, Kaarlejärvi, Elina; https://orcid.org/0000-0003-0014-0073, Kleyer, Michael, Lamarque, Laurent J; https://orcid.org/0000-0002-1430-5193, Lembrechts, Jonas J, Lévesque, Esther; https://orcid.org/0000-0002-1119-6032, and et al
- Abstract
Climate change is leading to species redistributions. In the tundra biome, shrubs are generally expanding, but not all tundra shrub species will benefit from warming. Winner and loser species, and the characteristics that may determine success or failure, have not yet been fully identified. Here, we investigate whether past abundance changes, current range sizes and projected range shifts derived from species distribution models are related to plant trait values and intraspecific trait variation. We combined 17,921 trait records with observed past and modelled future distributions from 62 tundra shrub species across three continents. We found that species with greater variation in seed mass and specific leaf area had larger projected range shifts, and projected winner species had greater seed mass values. However, trait values and variation were not consistently related to current and projected ranges, nor to past abundance change. Overall, our findings indicate that abundance change and range shifts will not lead to directional modifications in shrub trait composition, since winner and loser species share relatively similar trait spaces.
- Published
- 2023
25. Background invertebrate herbivory on dwarf birch (Betula glandulosa-nana complex) increases with temperature and precipitation across the tundra biome
- Author
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Barrio, Isabel C., Lindén, Elin, Te Beest, Mariska, Olofsson, Johan, Rocha, Adrian, Soininen, Eeva M., Alatalo, Juha M., Andersson, Tommi, Asmus, Ashley, Boike, Julia, Bråthen, Kari Anne, Bryant, John P., Buchwal, Agata, Bueno, C. Guillermo, Christie, Katherine S., Denisova, Yulia V., Egelkraut, Dagmar, Ehrich, Dorothee, Fishback, LeeAnn, Forbes, Bruce C., Gartzia, Maite, Grogan, Paul, Hallinger, Martin, Heijmans, Monique M. P. D., Hik, David S., Hofgaard, Annika, Holmgren, Milena, Høye, Toke T., Huebner, Diane C., Jónsdóttir, Ingibjörg Svala, Kaarlejärvi, Elina, Kumpula, Timo, Lange, Cynthia Y. M. J. G., Lange, Jelena, Lévesque, Esther, Limpens, Juul, Macias-Fauria, Marc, Myers-Smith, Isla, van Nieukerken, Erik J., Normand, Signe, Post, Eric S., Schmidt, Niels Martin, Sitters, Judith, Skoracka, Anna, Sokolov, Alexander, Sokolova, Natalya, Speed, James D. M., Street, Lorna E., Sundqvist, Maja K., Suominen, Otso, Tananaev, Nikita, Tremblay, Jean-Pierre, Urbanowicz, Christine, Uvarov, Sergey A., Watts, David, Wilmking, Martin, Wookey, Philip A., Zimmermann, Heike H., Zverev, Vitali, and Kozlov, Mikhail V.
- Published
- 2017
- Full Text
- View/download PDF
26. Circum-Arctic distribution of chemical anti-herbivore compounds suggests biome-wide trade-off in defence strategies in Arctic shrubs
- Author
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Lindén, Elin, te Beest, Mariska, Abreu, Ilka N., Moritz, Thomas, Sundqvist, Maja K., Barrio, Isabel C., Boike, Julia, Bryant, John P., Bråthen, Kari Anne, Buchwal, Agata, Bueno, C. Guillermo, Cuerrier, Alain, Egelkraut, Dagmar D., Forbes, Bruce C., Hallinger, Martin, Heijmans, Monique, Hermanutz, Luise, Hik, David S., Hofgaard, Annika, Holmgren, Milena, Huebner, Diane C., Høye, Toke T., Jónsdóttir, Ingibjörg S., Kaarlejärvi, Elina, Kissler, Emilie, Kumpula, Timo, Limpens, Juul, Myers-Smith, Isla H., Normand, Signe, Post, Eric, Rocha, Adrian V., Schmidt, Niels Martin, Skarin, Anna, Soininen, Eeva M., Sokolov, Aleksandr, Sokolova, Natalia, Speed, James D. M., Street, Lorna, Tananaev, Nikita, Tremblay, Jean-Pierre, Urbanowicz, Christine, Watts, David A., Zimmermann, Heike, Olofsson, Johan, Spatial Ecology and Global Change, Environmental Sciences, Spatial Ecology and Global Change, Environmental Sciences, Organismal and Evolutionary Biology Research Programme, and Research Centre for Ecological Change
- Subjects
tundra ,birch ,Zoology and botany: 480 [VDP] ,climate adaptation ,Plant Ecology and Nature Conservation ,ECOLOGY ,EU Birds Directive ,Arctic ,VDP::Mathematics and natural scienses: 400::Zoology and botany: 480 ,conservation policy ,Zoologiske og botaniske fag: 480 [VDP] ,PHENOLICS ,distribution change ,Ecology, Evolution, Behavior and Systematics ,Betula ,SUPPRESSION ,Ekologi ,TANNINS ,WIMEK ,Ecology ,herbivory ,LIFE program ,colonization ,PE&RC ,metabolomics ,wetland ,plant chemical defence ,COMMUNITY ,shrubs ,Wildlife Ecology and Conservation ,VDP::Matematikk og naturvitenskap: 400::Zoologiske og botaniske fag: 480 ,1181 Ecology, evolutionary biology ,Plantenecologie en Natuurbeheer ,VEGETATION ,WOODY ,RESPONSES - Abstract
Spatial variation in plant chemical defence towards herbivores can help us understand variation in herbivore top–down control of shrubs in the Arctic and possibly also shrub responses to global warming. Less defended, non-resinous shrubs could be more influenced by herbivores than more defended, resinous shrubs. However, sparse field measurements limit our current understanding of how much of the circum-Arctic variation in defence compounds is explained by taxa or defence functional groups (resinous/non-resinous). We measured circum-Arctic chemical defence and leaf digestibility in resinous (Betula glandulosa, B. nana ssp. exilis) and non-resinous (B. nana ssp. nana, B. pumila) shrub birches to see how they vary among and within taxa and functional groups. Using liquid chromatography–mass spectrometry (LC–MS) metabolomic analyses and in vitro leaf digestibility via incubation in cattle rumen fluid, we analysed defence composition and leaf digestibility in 128 samples from 44 tundra locations. We found biogeographical patterns in anti-herbivore defence where mean leaf triterpene concentrations and twig resin gland density were greater in resinous taxa and mean concentrations of condensing tannins were greater in non-resinous taxa. This indicates a biome-wide trade-off between triterpene- or tannin-dominated defences. However, we also found variations in chemical defence composition and resin gland density both within and among functional groups (resinous/non-resinous) and taxa, suggesting these categorisations only partly predict chemical herbivore defence. Complex tannins were the only defence compounds negatively related to in vitro digestibility, identifying this previously neglected tannin group as having a potential key role in birch anti-herbivore defence. We conclude that circum-Arctic variation in birch anti-herbivore defence can be partly derived from biogeographical distributions of birch taxa, although our detailed mapping of plant defence provides more information on this variation and can be used for better predictions of herbivore effects on Arctic vegetation.rotected area networks help species respond to climate warming. However, the contribution of a site’s environmental and conservation-relevant characteristics to these responsesis not well understood. We investigated how composition of nonbreeding waterbird communities (97 species) in the European Union Natura 2000 (N2K) network (3018 sites)changed in response to increases in temperature over 25 years in 26 European countries.We measured community reshuffling based on abundance time series collected under theInternational Waterbird Census relative to N2K sites’ conservation targets, funding, designation period, and management plan status. Waterbird community composition in sitesexplicitly designated to protect them and with management plans changed more quickly inresponse to climate warming than in other N2K sites. Temporal community changes werenot affected by the designation period despite greater exposure to temperature increaseinside late-designated N2K sites. Sites funded under the LIFE program had lower climate-driven community changes than sites that did not received LIFE funding. Our findingsimply that efficient conservation policy that helps waterbird communities respond to cli-mate warming is associated with sites specifically managed for waterbirds. climate adaptation, colonization, conservation policy, distribution change, EU Birds Directive, LIFE program,wetland. Arctic, Betula, birch, herbivory, metabolomics, plant chemical defence, shrubs, tundra publishedVersion
- Published
- 2022
27. Plant traits poorly predict winner and loser shrub species in a warming tundra biome
- Author
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García Criado, Mariana, primary, Myers-Smith, Isla, additional, Bjorkman, Anne, additional, Normand, Signe, additional, Blach-Overgaard, Anne, additional, Thomas, Haydn, additional, Eskelinen, Anu, additional, Happonen, Konsta, additional, Alatalo, Juha, additional, Anadon-Rosell, Alba, additional, Aubin, Isabelle, additional, te Beest, Mariska, additional, Betway-May, Katlyn, additional, Blok, Daan, additional, Buras, Allan, additional, Cerabolini, Bruno, additional, Christie, Katherine, additional, Cornelissen, J. Hans, additional, Forbes, Bruce, additional, Frei, Esther, additional, Grogan, Paul, additional, Hermanutz, Luise, additional, Hollister, Robert, additional, Hudson, James, additional, Iturrate-Garcia, Maitane, additional, Kaarlejärvi, Elina, additional, Kleyer, Michael, additional, Lamarque, Laurent, additional, Lembrechts, Jonas, additional, Lévesque, Esther, additional, Luoto, Miska, additional, Macek, Petr, additional, May, Jeremy, additional, Prevéy, Janet, additional, Schaepman-Strub, Gabriela, additional, Sheremetiev, Serge, additional, Siegwart Collier, Laura, additional, Soudzilovskaia, Nadia, additional, Trant, Andrew, additional, Venn, Susanna, additional, and Virkkala, Anna-Maria, additional
- Published
- 2022
- Full Text
- View/download PDF
28. Author Correction: Climate change reshuffles northern species within their niches
- Author
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Antão, Laura H., primary, Weigel, Benjamin, additional, Strona, Giovanni, additional, Hällfors, Maria, additional, Kaarlejärvi, Elina, additional, Dallas, Tad, additional, Opedal, Øystein H., additional, Heliölä, Janne, additional, Henttonen, Heikki, additional, Huitu, Otso, additional, Korpimäki, Erkki, additional, Kuussaari, Mikko, additional, Lehikoinen, Aleksi, additional, Leinonen, Reima, additional, Lindén, Andreas, additional, Merilä, Päivi, additional, Pietiäinen, Hannu, additional, Pöyry, Juha, additional, Salemaa, Maija, additional, Tonteri, Tiina, additional, Vuorio, Kristiina, additional, Ovaskainen, Otso, additional, Saastamoinen, Marjo, additional, Vanhatalo, Jarno, additional, Roslin, Tomas, additional, and Laine, Anna-Liisa, additional
- Published
- 2022
- Full Text
- View/download PDF
29. Diverging trends and drivers of Arctic flower production over space and time
- Author
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Becker-Scarpitta, Antoine, primary, Antão, Laura H., additional, Martin Schmidt, Niels, additional, Blanchet, F. Guillaume, additional, Kaarlejärvi, Elina, additional, Raundrup, Katrine, additional, and Roslin, Tomas, additional
- Published
- 2022
- Full Text
- View/download PDF
30. Seed limitation interacts with biotic and abiotic causes to constrain novel species' impact on community biomass and richness
- Author
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Pichon, Noémie, primary, Kaarlejärvi, Elina, additional, and Eskelinen, Anu, additional
- Published
- 2022
- Full Text
- View/download PDF
31. Identifying and Separating the Processes Underlying Boreal Forest Understory Community Assembly
- Author
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Itter, Malcolm, Kaarlejärvi, Elina, Laine, Anna-Liisa, Hamberg, Leena, Tonteri, Tiina, Vanhatalo, Jarno, and University of Zurich
- Subjects
10127 Institute of Evolutionary Biology and Environmental Studies ,570 Life sciences ,biology ,590 Animals (Zoology) - Published
- 2022
32. Circum-Arctic distribution of chemical anti-herbivore compounds suggests biome-wide trade-off in defence strategies in Arctic shrubs
- Author
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Spatial Ecology and Global Change, Environmental Sciences, Lindén, Elin, te Beest, Mariska, Abreu, Ilka N., Moritz, Thomas, Sundqvist, Maja K., Barrio, Isabel C., Boike, Julia, Bryant, John P., Bråthen, Kari Anne, Buchwal, Agata, Bueno, C. Guillermo, Cuerrier, Alain, Egelkraut, Dagmar D., Forbes, Bruce C., Hallinger, Martin, Heijmans, Monique, Hermanutz, Luise, Hik, David S., Hofgaard, Annika, Holmgren, Milena, Huebner, Diane C., Høye, Toke T., Jónsdóttir, Ingibjörg S., Kaarlejärvi, Elina, Kissler, Emilie, Kumpula, Timo, Limpens, Juul, Myers-Smith, Isla H., Normand, Signe, Post, Eric, Rocha, Adrian V., Schmidt, Niels Martin, Skarin, Anna, Soininen, Eeva M., Sokolov, Aleksandr, Sokolova, Natalia, Speed, James D. M., Street, Lorna, Tananaev, Nikita, Tremblay, Jean-Pierre, Urbanowicz, Christine, Watts, David A., Zimmermann, Heike, Olofsson, Johan, Spatial Ecology and Global Change, Environmental Sciences, Lindén, Elin, te Beest, Mariska, Abreu, Ilka N., Moritz, Thomas, Sundqvist, Maja K., Barrio, Isabel C., Boike, Julia, Bryant, John P., Bråthen, Kari Anne, Buchwal, Agata, Bueno, C. Guillermo, Cuerrier, Alain, Egelkraut, Dagmar D., Forbes, Bruce C., Hallinger, Martin, Heijmans, Monique, Hermanutz, Luise, Hik, David S., Hofgaard, Annika, Holmgren, Milena, Huebner, Diane C., Høye, Toke T., Jónsdóttir, Ingibjörg S., Kaarlejärvi, Elina, Kissler, Emilie, Kumpula, Timo, Limpens, Juul, Myers-Smith, Isla H., Normand, Signe, Post, Eric, Rocha, Adrian V., Schmidt, Niels Martin, Skarin, Anna, Soininen, Eeva M., Sokolov, Aleksandr, Sokolova, Natalia, Speed, James D. M., Street, Lorna, Tananaev, Nikita, Tremblay, Jean-Pierre, Urbanowicz, Christine, Watts, David A., Zimmermann, Heike, and Olofsson, Johan
- Published
- 2022
33. Circum-Arctic distribution of chemical anti-herbivore compounds arctic shrubs
- Author
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Lindén, Elin, te Beest, Mariska, Aubreu, Ilka, Moritz, Thomas, Sundqvist, Maja K., Barrio, Isabel C., Boike, Julia, Bryant, John P., Bråthen, Kari Anne, Buchwal, Agata, Bueno, Guillermo, Currier, Alain, Egelkraut, Dagmar D., Forbes, Bruce C., Hallinger, Martin, Heijmans, Monique, Hermanutz, Luise, Hik, David S., Hofgaard, Annika, Holmgren, Milena, Huebner, Diane C., Høye, Toke T., Jónsdóttir, Ingibjörg S., Kaarlejärvi, Elina, Kissler, Emilie, Kumpula, Timo, Limpens, Juul, Myers-Smith, Isla H., Normand, Signe, Post, Eric, Rocha, Adrian V., Schmidt, Niels Martin, Skarin, Anna, Soininen, Eeva M., Sokolov, Aleksandr, Sokolova, Natalia, Speed, James D.M., Street, Lorna, Tananaev, Nikita, Tremblay, Jean Pierre, Urbanowicz, Christine, Watts, David A., Zimmermann, Heike, Olofsson, Johan, Lindén, Elin, te Beest, Mariska, Aubreu, Ilka, Moritz, Thomas, Sundqvist, Maja K., Barrio, Isabel C., Boike, Julia, Bryant, John P., Bråthen, Kari Anne, Buchwal, Agata, Bueno, Guillermo, Currier, Alain, Egelkraut, Dagmar D., Forbes, Bruce C., Hallinger, Martin, Heijmans, Monique, Hermanutz, Luise, Hik, David S., Hofgaard, Annika, Holmgren, Milena, Huebner, Diane C., Høye, Toke T., Jónsdóttir, Ingibjörg S., Kaarlejärvi, Elina, Kissler, Emilie, Kumpula, Timo, Limpens, Juul, Myers-Smith, Isla H., Normand, Signe, Post, Eric, Rocha, Adrian V., Schmidt, Niels Martin, Skarin, Anna, Soininen, Eeva M., Sokolov, Aleksandr, Sokolova, Natalia, Speed, James D.M., Street, Lorna, Tananaev, Nikita, Tremblay, Jean Pierre, Urbanowicz, Christine, Watts, David A., Zimmermann, Heike, and Olofsson, Johan
- Abstract
Spatial variation in plant chemical defence towards herbivores can help us understand variation in herbivore top-down control of shrubs in the Arctic and possibly also shrub responses to global warming. Less defended, non-resinous shrubs could be more influenced by herbivores than more defended, resinous shrubs. However, sparse field measurements limit our current understanding of how much of the circum-Arctic variation in defence compounds is explained by taxa or defence functional groups (resinous/non-resinous). We measured circum-Arctic chemical defence and leaf digestibility in resinous (Betula glandulosa, B. nana ssp. exilis) and non-resinous (B. nana ssp. nana, B. pumila) shrub birches to see how it varies among and within taxa and functional groups. Using LC-MS metabolomic analyses and in-vitro leaf digestibility via incubation in cattle rumen fluid, we analysed defence composition and leaf digestibility in 128 samples from 44 tundra locations. We found biogeographical patterns in anti-herbivore defence where mean leaf triterpene concentrations and twig resin gland density were greater in resinous taxa and mean concentrations of condensing tannins were greater in non-resinous taxa. This indicates a biome-wide trade-off between triterpene or tannin dominated defences. However, we also found variations in chemical defence composition and resin gland density both within and among functional groups (resinous/non-resinous) and taxa, suggesting these categorisations only partly predict chemical herbivore defence. Complex tannins were the only defence compounds negatively related to In-Vitro Digestibility, identifying this previously neglected tannin group as having a potential key role in birch anti-herbivore defence. We conclude that circum-Arctic variation in birch anti-herbivore defence can be partly derived from biogeographical distributions of birch taxa, although our detailed mapping of plant defence provides more information on this variation and can be used, Spatial variation in plant chemical defence towards herbivores can help us understand variation in herbivore top-down control of shrubs in the Arctic and possibly also shrub responses to global warming. Less defended, non-resinous shrubs could be more influenced by herbivores than more defended, resinous shrubs. However, sparse field measurements limit our current understanding of how much of the circum-Arctic variation in defence compounds is explained by taxa or defence functional groups (resinous/non-resinous). We measured circum-Arctic chemical defence and leaf digestibility in resinous (Betula glandulosa, B. nana ssp. exilis) and non-resinous (B. nana ssp. nana, B. pumila) shrub birches to see how it varies among and within taxa and functional groups. Using LC-MS metabolomic analyses and in-vitro leaf digestibility via incubation in cattle rumen fluid, we analysed defence composition and leaf digestibility in 128 samples from 44 tundra locations. We found biogeographical patterns in anti-herbivore defence where mean leaf triterpene concentrations and twig resin gland density were greater in resinous taxa and mean concentrations of condensing tannins were greater in non-resinous taxa. This indicates a biome-wide trade-off between triterpene or tannin dominated defences. However, we also found variations in chemical defence composition and resin gland density both within and among functional groups (resinous/non-resinous) and taxa, suggesting these categorisations only partly predict chemical herbivore defence. Complex tannins were the only defence compounds negatively related to In-Vitro Digestibility, identifying this previously neglected tannin group as having a potential key role in birch anti-herbivore defence. We conclude that circum-Arctic variation in birch anti-herbivore defence can be partly derived from biogeographical distributions of birch taxa, although our detailed mapping of plant defence provides more information on this variation and can be used
- Published
- 2022
34. Identifying and Separating the Processes Underlying Boreal Forest Understory Community Assembly
- Author
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Itter, Malcolm; https://orcid.org/0000-0002-0184-2731, Kaarlejärvi, Elina; https://orcid.org/0000-0003-0014-0073, Laine, Anna-Liisa; https://orcid.org/0000-0002-0703-5850, Hamberg, Leena, Tonteri, Tiina, Vanhatalo, Jarno, Itter, Malcolm; https://orcid.org/0000-0002-0184-2731, Kaarlejärvi, Elina; https://orcid.org/0000-0003-0014-0073, Laine, Anna-Liisa; https://orcid.org/0000-0002-0703-5850, Hamberg, Leena, Tonteri, Tiina, and Vanhatalo, Jarno
- Abstract
Identifying the ecological processes underlying community assembly remains an elusive goal in community ecology. We formalize assembly hypotheses as alternative models and apply each to predict 1,918 out-of-sample boreal forest understory communities to identify and separate the processes driving community assembly. Models are specified within a Bayesian joint species distribution framework that allows for the inclusion and separation of stochastic processes, environmental filtering, and two different species dependence structures. We found clear evidence that study communities are structured by both environmental filtering and compositional dependence highlighting the importance of selection in community assembly. The relative importance of environmental filtering was greater than compositional dependence in predicting both understory communities and the abundance of constituent species across broad suc-cessional and bioclimatic gradients. Contrary to ecological expectations, the inclusion of a flexible residual species dependence structure (accounting for more than compositional dependence) did not improve model predictions after accounting for the strong role of environmental filtering. Our results provide novel inference on the processes underlying community assembly facilitated by applying empirical approximations of alternative assembly processes to predict communities across a range of environmental conditions.
- Published
- 2022
35. Identifying and separating the processes underlying boreal forest understory community assembly
- Author
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Itter, Malcolm S, primary, Kaarlejärvi, Elina, additional, Laine, Anna-Liisa, additional, Hamberg, Leena, additional, Tonteri, Tiina, additional, and Vanhatalo, Jarno, additional
- Published
- 2022
- Full Text
- View/download PDF
36. Publisher Correction to: Background invertebrate herbivory on dwarf birch (Betula glandulosa-nana complex) increases with temperature and precipitation across the tundra biome
- Author
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Barrio, Isabel C., Lindén, Elin, Te Beest, Mariska, Olofsson, Johan, Rocha, Adrian, Soininen, Eeva M., Alatalo, Juha M., Andersson, Tommi, Asmus, Ashley, Boike, Julia, Bråthen, Kari Anne, Bryant, John P., Buchwal, Agata, Bueno, C. Guillermo, Christie, Katherine S., Denisova, Yulia V., Egelkraut, Dagmar, Ehrich, Dorothee, Fishback, LeeAnn, Forbes, Bruce C., Gartzia, Maite, Grogan, Paul, Hallinger, Martin, Heijmans, Monique M. P. D., Hik, David S., Hofgaard, Annika, Holmgren, Milena, Høye, Toke T., Huebner, Diane C., Jónsdóttir, Ingibjörg Svala, Kaarlejärvi, Elina, Kumpula, Timo, Lange, Cynthia Y. M. J. G., Lange, Jelena, Lévesque, Esther, Limpens, Juul, Macias-Fauria, Marc, Myers-Smith, Isla, van Nieukerken, Erik J., Normand, Signe, Post, Eric S., Schmidt, Niels Martin, Sitters, Judith, Skoracka, Anna, Sokolov, Alexander, Sokolova, Natalya, Speed, James D. M., Street, Lorna E., Sundqvist, Maja K., Suominen, Otso, Tananaev, Nikita, Tremblay, Jean-Pierre, Urbanowicz, Christine, Uvarov, Sergey A., Watts, David, Wilmking, Martin, Wookey, Philip A., Zimmermann, Heike H., Zverev, Vitali, and Kozlov, Mikhail V.
- Published
- 2018
- Full Text
- View/download PDF
37. Phenolic Responses of Mountain Crowberry (Empetrum nigrum ssp. hermaphroditum) to Global Climate Change are Compound Specific and Depend on Grazing by Reindeer (Rangifer tarandus)
- Author
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Väisänen, Maria, Martz, Françoise, Kaarlejärvi, Elina, Julkunen-Tiitto, Riitta, and Stark, Sari
- Published
- 2013
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38. Effects of Warming on Shrub Abundance and Chemistry Drive Ecosystem-Level Changes in a Forest–Tundra Ecotone
- Author
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Kaarlejärvi, Elina, Baxter, Robert, Hofgaard, Annika, Hytteborn, Håkan, Khitun, Olga, Molau, Ulf, Sjögersten, Sofie, Wookey, Philip, and Olofsson, Johan
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- 2012
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39. Trait‐based responses to land use and canopy dynamics modify long‐term diversity changes in forest understories
- Author
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Happonen, Konsta, primary, Muurinen, Lauralotta, additional, Virtanen, Risto, additional, Kaakinen, Eero, additional, Grytnes, John‐Arvid, additional, Kaarlejärvi, Elina, additional, Parisot, Philippe, additional, Wolff, Matias, additional, and Maliniemi, Tuija, additional
- Published
- 2021
- Full Text
- View/download PDF
40. Additional file 7 of Location of studies and evidence of effects of herbivory on Arctic vegetation: a systematic map
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Soininen, Eeva M., Barrio, Isabel C., Bjørkås, Ragnhild, Björnsdóttir, Katrín, Ehrich, Dorothee, Hopping, Kelly, Kaarlejärvi, Elina, Kolstad, Anders Lorentzen, Abdulmanova, Svetlana, Björk, Robert G., Bueno, C. Guillermo, Eischeid, Isabell, Higgens, Rebecca Finger, Forbey, Jennifer Sorensen, Gignac, Charles, Gilg, Olivier, den Herder, Michael, Holm, Hildur Søndergaard, Hwang, Bernice C., Jepsen, Jane Uhd, Kamenova, Stefaniya, Kater, Ilona, Koltz, Amanda M., Kristensen, Jeppe Aagaard, Little, Chelsea J., Macek, Petr, Mathisen, Karen Marie, Metcalfe, Daniel, Mosbacher, Jesper Bruun, Mörsdorf, Martin Alfons, Park, Taejin, Propster, Jeffrey, Roberts, Aradhana, Ferron, Emmanuel Serrano, Spiegel, Marcus P., Tamayo, Mariana, Tuomi, Maria W., Verma, Megha, Vuorinen, Katariina Elsa Maria, Väisänen, Maria, Van der Wal, René, Wilcots, Megan, Yoccoz, Nigel, and Speed, James D. M.
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Additional file 7. Additional Figures showing the spatial and temporal extent of studies across ecological context variables.
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- 2021
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41. Temporal biodiversity change following disturbance varies along an environmental gradient
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Fortin, Marie‐Josée, Fortin, M ( Marie‐Josée ), Kaarlejärvi, Elina; https://orcid.org/0000-0003-0014-0073, Salemaa, Maija, Tonteri, Tiina, Merilä, Päivi; https://orcid.org/0000-0002-1315-6130, Laine, Anna‐Liisa; https://orcid.org/0000-0002-0703-5850, Fortin, Marie‐Josée, Fortin, M ( Marie‐Josée ), Kaarlejärvi, Elina; https://orcid.org/0000-0003-0014-0073, Salemaa, Maija, Tonteri, Tiina, Merilä, Päivi; https://orcid.org/0000-0002-1315-6130, and Laine, Anna‐Liisa; https://orcid.org/0000-0002-0703-5850
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Aim The diversity and composition of natural communities are rapidly changing due to anthropogenic disturbances. Magnitude of this compositional reorganization varies across the globe, but reasons behind the variation remain largely unknown. Disturbances induce temporal turnover by stimulating species colonizations, causing local extinctions, altering dominance structure, or all of these. We test which of these processes drive temporal community changes, and whether they are constrained by natural environmental gradients. Moreover, we assess to what degree identity shifts translate to changes in dominance structure. Location Finland. Time period Observations 1985–2006, disturbance history > 140 years. Major taxa studied Vascular plants. Methods We investigated temporal turnover of boreal forest understorey in response to disturbance, here forest management, along a soil fertility gradient. We disentangle the roles of species gains, losses and abundance changes in driving temporal turnover in response to and after disturbance by comparing turnover rates in different forest age categories along a fertility gradient. We quantify temporal turnover using richness‐based complement of Jaccard’s similarity index and proportional‐abundance based dissimilarity index. We also test whether disturbance history or fertility influence the relationship between identity shifts and dominance structure. Results We found that the impact of disturbance on temporal turnover depends on soil fertility. The greatest turnover occurred in the most fertile forests immediately after disturbance. There, species gains and losses strongly altered dominance structure leading to high turnover, whereas undisturbed old forests and nutrient‐poor habitats were characterized by stable dominant species even when the majority of species shifted their identity. Main conclusions Our results suggest that human impacts on temporal biodiversity change vary along environmental gradients. In boreal forests, the f
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- 2021
42. Concurrent biotic interactions influence plant performance at their altitudinal distribution margins
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Kaarlejärvi, Elina and Olofsson, Johan
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- 2014
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43. Trait-based responses to forestry and grazing modify long-term changes in biodiversity hot-spots of boreal forests
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Happonen, Konsta, Muurinen, Lauralotta, Virtanen, Risto, Kaakinen, Eero, Grytnes, John-Arvid, Kaarlejärvi, Elina, Parisot, Philippe, Wolff, Matias, and Maliniemi, Tuija
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The current biodiversity decline is primarily caused by human land use. Boreal forests have been managed for a long time, but the long-term effects of this management on boreal forest understories remain unclear. Changes apart from trends in species richness are especially poorly understood. To increase understanding about the effects of common land-use practices in boreal forests we resurveyed 245 vegetation plots in boreal herb-rich forest understories, originally sampled in 1968–1975, and investigated the effects of forest management and semi-domesticated reindeer herding on changes in seven community-level metrics: species richness, Shannon diversity, species evenness, vegetation height, leaf dry matter content (LDMC), specific leaf area (SLA), and temporal turnover. Changes in species evenness and Shannon diversity correlated negatively with shifts in vegetation height, resulting in increased diversity inside the reindeer herding area. Canopies in managed forests had higher cover in the long-term, which correlated with higher SLA and lower LDMC of the understory vegetation. Forest management intensity also correlated negatively with understory species richness trends. Compositional turnover was higher in managed forests, and lower inside the reindeer herding area. The apparent stability of understory species richness, SLA and height at the scale of the entire study area resulted from opposing trends in different parts of the study area cancelling each other out when viewed at a larger scale. We conclude that even though the long-term effects of human land use on plant communities can be complex, complementing approaches based on species richness and dissimilarity metrics with functional trait-based perspectives has the potential to unearth mechanistic explanations for observed patterns, such as livestock grazing selectively affecting plants based on their height, and forest management filtering species based on their light-interception traits.
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- 2020
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44. Removal of grazers alters the response of tundra soil carbon to warming and enhanced nitrogen availability
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Ylänne, Henni, Kaarlejärvi, Elina, Väisänen, Maria, Männistö, Minna K., Ahonen, Saija H. K., Olofsson, Johan, Stark, Sari, Ylänne, Henni, Kaarlejärvi, Elina, Väisänen, Maria, Männistö, Minna K., Ahonen, Saija H. K., Olofsson, Johan, and Stark, Sari
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The circumpolar Arctic is currently facing multiple global changes that have the potential to alter the capacity of tundra soils to store carbon. Yet, predicting changes in soil carbon is hindered by the fact that multiple factors simultaneously control processes sustaining carbon storage and we do not understand how they act in concert. Here, we investigated the effects of warmer temperatures, enhanced soil nitrogen availability, and the combination of these on tundra carbon stocks at three different grazing regimes: on areas with over 50-yr history of either light or heavy reindeer grazing and in 5-yr-old exlosures in the heavily grazed area. In line with earlier reports, warming generally decreased soil carbon stocks. However, our results suggest that the mechanisms by which warming decreases carbon storage depend on grazing intensity: under long-term light grazing soil carbon losses were linked to higher shrub abundance and higher enzymatic activities, whereas under long-term heavy grazing, carbon losses were linked to drier soils and higher enzymatic activities. Importantly, under enhanced soil nitrogen availability, warming did not induce soil carbon losses under either of the long-term grazing regimes, whereas inside exclosures in the heavily grazed area, also the combination of warming and enhanced nutrient availability induced soil carbon loss. Grazing on its own did not influence the soil carbon stocks. These results reveal that accounting for the effect of warming or grazing alone is not sufficient to reliably predict future soil carbon storage in the tundra. Instead, the joint effects of multiple global changes need to be accounted for, with a special focus given to abrupt changes in grazing currently taking place in several parts of the Arctic.
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- 2020
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45. Temporal biodiversity change following disturbance varies along an environmental gradient
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Kaarlejärvi, Elina, primary, Salemaa, Maija, additional, Tonteri, Tiina, additional, Merilä, Päivi, additional, and Laine, Anna‐Liisa, additional
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- 2020
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46. Cumulative Effects of Rapid Land-Cover and Land-Use Changes on the Yamal Peninsula, Russia
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Walker, Donald A., primary, Forbes, Bruce C., additional, Leibman, Marina O., additional, Epstein, Howard E., additional, Bhatt, Uma S., additional, Comiso, Josefino C., additional, Drozdov, Dmitri S., additional, Gubarkov, Anatoly A., additional, Jia, Gensuo J., additional, Kaarlejärvi, Elina, additional, Kaplan, Jed O., additional, Khomutov, Artem V., additional, Kofinas, Gary P., additional, Kumpula, Timo, additional, Kuss, Patrick, additional, Moskalenko, Natalia G., additional, Meschtyb, Nina A., additional, Pajunen, Anu, additional, Raynolds, Martha K., additional, Romanovsky, Vladimir E., additional, Stammler, Florian, additional, and Yu, Qin, additional
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- 2010
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47. Mammalian herbivory shapes intraspecific trait responses to warmer climate and nutrient enrichment
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Jessen, Maria‐Theresa, primary, Kaarlejärvi, Elina, additional, Olofsson, Johan, additional, and Eskelinen, Anu, additional
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- 2020
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48. Trait-based responses to land use and canopy dynamics modify long-term diversity changes in forest understories
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Happonen, Konsta, primary, Muurinen, Lauralotta, additional, Virtanen, Risto, additional, Kaakinen, Eero, additional, Grytnes, John-Arvid, additional, Kaarlejärvi, Elina, additional, Parisot, Philippe, additional, Wolff, Matias, additional, and Maliniemi, Tuija, additional
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- 2020
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49. Tundra Trait Team : A database of plant traits spanning the tundra biome
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Bjorkman, Anne D., Myers-Smith, Isla H., Happonen, Konsta, Kaarlejärvi, Elina, Luoto, Miska, Virkkala, Anna-Maria, Eskelinen, Anu, Forbes, Bruce C., Helsinki Institute of Sustainability Science (HELSUS), Department of Geosciences and Geography, BioGeoClimate Modelling Lab, and Research Centre for Ecological Change
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Arctic ,plant functional traits ,tundra ,GLOBAL PATTERNS ,alpine ,VEGETATION ,1172 Environmental sciences - Abstract
Motivation The Tundra Trait Team (TTT) database includes field-based measurements of key traits related to plant form and function at multiple sites across the tundra biome. This dataset can be used to address theoretical questions about plant strategy and trade-offs, trait-environment relationships and environmental filtering, and trait variation across spatial scales, to validate satellite data, and to inform Earth system model parameters. Main types of variable contained Spatial location and grain The database contains 91,970 measurements of 18 plant traits. The most frequently measured traits (> 1,000 observations each) include plant height, leaf area, specific leaf area, leaf fresh and dry mass, leaf dry matter content, leaf nitrogen, carbon and phosphorus content, leaf C:N and N:P, seed mass, and stem specific density. Measurements were collected in tundra habitats in both the Northern and Southern Hemispheres, including Arctic sites in Alaska, Canada, Greenland, Fennoscandia and Siberia, alpine sites in the European Alps, Colorado Rockies, Caucasus, Ural Mountains, Pyrenees, Australian Alps, and Central Otago Mountains (New Zealand), and sub-Antarctic Marion Island. More than 99% of observations are georeferenced. Time period and grain Major taxa and level of measurement All data were collected between 1964 and 2018. A small number of sites have repeated trait measurements at two or more time periods. Trait measurements were made on 978 terrestrial vascular plant species growing in tundra habitats. Most observations are on individuals (86%), while the remainder represent plot or site means or maximums per species. Software format csv file and GitHub repository with data cleaning scripts in R; contribution to TRY plant trait database (www.try-db.org) to be included in the next version release.
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- 2018
50. Traditional plant functional groups explain variation in economic but not size-related traits across the tundra biome
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Thomas, H. J. D., Myers-Smith, I. H., Bjorkman, A. D., Elmendorf, S. C., Blok, D., Cornelissen, J. H. C., Forbes, B. C., Hollister, R. D., Normand, S., Prevey, J. S., Rixen, C., Schaepman-Strub, G., Wilmking, M., Wipf, S., Cornwell, W. K., Kattge, J., Goetz, S. J., Guay, K. C., Alatalo, J. M., Anadon-Rosell, A., Angers-Blondin, S., Berner, L. T., Bjork, R. G., Buchwal, A., Buras, A., Carbognani, M., Christie, K., Collier, L. Siegwart, Cooper, E. J., Eskelinen, A., Frei, E. R., Grau, O., Grogan, P., Hallinger, M., Heijmans, M. M. P. D., Hermanutz, L., Hudson, J. M. G., Huelber, K., Iturrate-Garcia, M., Iversen, C. M., Jaroszynska, F., Johnstone, J. F., Kaarlejärvi, Elina, Kulonen, A., Lamarque, L. J., Levesque, E., Little, C. J., Michelsen, A., Milbau, A., Nabe-Nielsen, J., Nielsen, S. S., Ninot, J. M., Oberbauer, S. F., Olofsson, Johan, Onipchenko, V. G., Petraglia, A., Rumpf, S. B., Semenchuk, P. R., Soudzilovskaia, N. A., Spasojevic, M. J., Speed, J. D. M., Tape, K. D., te Beest, Mariska, Tomaselli, M., Trant, A., Treier, U. A., Venn, S., Vowles, T., Weijers, S., Zamin, T., Atkin, O. K., Bahn, M., Blonder, B., Campetella, G., Cerabolini, B. E. L., Chapin, F. S. , I I I, Dainese, M., de Vries, F. T., Diaz, S., Green, W., Jackson, R. B., Manning, P., Niinemets, U., Ozinga, W. A., Penuelas, J., Reich, P. B., Schamp, B., Sheremetev, S., van Bodegom, P. M., Thomas, H. J. D., Myers-Smith, I. H., Bjorkman, A. D., Elmendorf, S. C., Blok, D., Cornelissen, J. H. C., Forbes, B. C., Hollister, R. D., Normand, S., Prevey, J. S., Rixen, C., Schaepman-Strub, G., Wilmking, M., Wipf, S., Cornwell, W. K., Kattge, J., Goetz, S. J., Guay, K. C., Alatalo, J. M., Anadon-Rosell, A., Angers-Blondin, S., Berner, L. T., Bjork, R. G., Buchwal, A., Buras, A., Carbognani, M., Christie, K., Collier, L. Siegwart, Cooper, E. J., Eskelinen, A., Frei, E. R., Grau, O., Grogan, P., Hallinger, M., Heijmans, M. M. P. D., Hermanutz, L., Hudson, J. M. G., Huelber, K., Iturrate-Garcia, M., Iversen, C. M., Jaroszynska, F., Johnstone, J. F., Kaarlejärvi, Elina, Kulonen, A., Lamarque, L. J., Levesque, E., Little, C. J., Michelsen, A., Milbau, A., Nabe-Nielsen, J., Nielsen, S. S., Ninot, J. M., Oberbauer, S. F., Olofsson, Johan, Onipchenko, V. G., Petraglia, A., Rumpf, S. B., Semenchuk, P. R., Soudzilovskaia, N. A., Spasojevic, M. J., Speed, J. D. M., Tape, K. D., te Beest, Mariska, Tomaselli, M., Trant, A., Treier, U. A., Venn, S., Vowles, T., Weijers, S., Zamin, T., Atkin, O. K., Bahn, M., Blonder, B., Campetella, G., Cerabolini, B. E. L., Chapin, F. S. , I I I, Dainese, M., de Vries, F. T., Diaz, S., Green, W., Jackson, R. B., Manning, P., Niinemets, U., Ozinga, W. A., Penuelas, J., Reich, P. B., Schamp, B., Sheremetev, S., and van Bodegom, P. M.
- Abstract
Aim: Plant functional groups are widely used in community ecology and earth system modelling to describe trait variation within and across plant communities. However, this approach rests on the assumption that functional groups explain a large proportion of trait variation among species. We test whether four commonly used plant functional groups represent variation in six ecologically important plant traits. Location: Tundra biome. Time period: Data collected between 1964 and 2016. Major taxa studied: 295 tundra vascular plant species. Methods: We compiled a database of six plant traits (plant height, leaf area, specific leaf area, leaf dry matter content, leaf nitrogen, seed mass) for tundra species. We examined the variation in species-level trait expression explained by four traditional functional groups (evergreen shrubs, deciduous shrubs, graminoids, forbs), and whether variation explained was dependent upon the traits included in analysis. We further compared the explanatory power and species composition of functional groups to alternative classifications generated using post hoc clustering of species-level traits. Results: Traditional functional groups explained significant differences in trait expression, particularly amongst traits associated with resource economics, which were consistent across sites and at the biome scale. However, functional groups explained 19% of overall trait variation and poorly represented differences in traits associated with plant size. Post hoc classification of species did not correspond well with traditional functional groups, and explained twice as much variation in species-level trait expression. Main conclusions: Traditional functional groups only coarsely represent variation in well-measured traits within tundra plant communities, and better explain resource economic traits than size-related traits. We recommend caution when using functional group approaches to predict tundra vegetation change, or ecosystem functions relati
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- 2019
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