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Ronk A, Boldgiv B, Casper BB, Liancourt P. Leaf trait plasticity reveals interactive effects of temporally disjunct grazing and warming on plant communities. Oecologia 2024; 204:833-843. [PMID: 38573499 PMCID: PMC11062997 DOI: 10.1007/s00442-024-05540-z] [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: 05/20/2023] [Accepted: 03/03/2024] [Indexed: 04/05/2024]
Abstract
Changes in climate and grazing intensity influence plant-community compositions and their functional structure. Yet, little is known about their possible interactive effects when climate change mainly has consequences during the growing season and grazing occurs off growing season (dormant season grazing). We examined the contribution of trait plasticity to the immediate responses in the functional structure of plant community due to the interplay between these two temporally disjunct drivers. We conducted a field experiment in the northern Mongolian steppe, where climate was manipulated by open-top chambers (OTCs) for two growing seasons, increasing temperature and decreasing soil moisture (i.e., increased aridity), and grazing was excluded for one dormant season between these two growing seasons. We calculated the community-weighted mean (CWM) and the functional diversity (FD) of six leaf traits. Based on a variance partitioning approach, we evaluated how much of the responses in CWM and FD to OTCs and dormant season grazing occur through plasticity. The interactive effect of OTCs and the dormant season grazing were detected only after considering the role of trait plasticity. Overall, OTCs influenced the responses in CWM more than in FD, but the effects of OTCs were much less pronounced where dormant season grazing occurred. Thus, warming (together with decreased soil moisture) and the elimination of dormant season grazing could interact to impact the functional trait structure of plant communities through trait plasticity. Climate change effects should be considered in the context of altered land use, even if temporally disjunct.
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Affiliation(s)
- Argo Ronk
- Department of Biology, University of Pennsylvania, Philadelphia, USA
| | - Bazartseren Boldgiv
- Department of Biology, National University of Mongolia, Ulaanbaatar, 14201, Mongolia
| | - Brenda B Casper
- Department of Biology, University of Pennsylvania, Philadelphia, USA
| | - Pierre Liancourt
- Department of Botany, State Museum of Natural History Stuttgart, Stuttgart, Germany.
- Department of Evolution and Ecology, University of Tübingen, Tübingen, Germany.
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2
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Vandvik V, Halbritter AH, Althuizen IHJ, Christiansen CT, Henn JJ, Jónsdóttir IS, Klanderud K, Macias-Fauria M, Malhi Y, Maitner BS, Michaletz S, Roos RE, Telford RJ, Bass P, Björnsdóttir K, Bustamante LLV, Chmurzynski A, Chen S, Haugum SV, Kemppinen J, Lepley K, Li Y, Linabury M, Matos IS, Neto-Bradley BM, Ng M, Niittynen P, Östman S, Pánková K, Roth N, Castorena M, Spiegel M, Thomson E, Vågenes AS, Enquist BJ. Plant traits and associated data from a warming experiment, a seabird colony, and along elevation in Svalbard. Sci Data 2023; 10:578. [PMID: 37666874 PMCID: PMC10477187 DOI: 10.1038/s41597-023-02467-7] [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: 07/07/2023] [Accepted: 08/11/2023] [Indexed: 09/06/2023] Open
Abstract
The Arctic is warming at a rate four times the global average, while also being exposed to other global environmental changes, resulting in widespread vegetation and ecosystem change. Integrating functional trait-based approaches with multi-level vegetation, ecosystem, and landscape data enables a holistic understanding of the drivers and consequences of these changes. In two High Arctic study systems near Longyearbyen, Svalbard, a 20-year ITEX warming experiment and elevational gradients with and without nutrient input from nesting seabirds, we collected data on vegetation composition and structure, plant functional traits, ecosystem fluxes, multispectral remote sensing, and microclimate. The dataset contains 1,962 plant records and 16,160 trait measurements from 34 vascular plant taxa, for 9 of which these are the first published trait data. By integrating these comprehensive data, we bridge knowledge gaps and expand trait data coverage, including on intraspecific trait variation. These data can offer insights into ecosystem functioning and provide baselines to assess climate and environmental change impacts. Such knowledge is crucial for effective conservation and management in these vulnerable regions.
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Affiliation(s)
- Vigdis Vandvik
- Department of Biological Sciences, University of Bergen, Bergen, Norway.
- Bjerknes Centre for Climate Research, University of Bergen, Bergen, Norway.
| | - Aud H Halbritter
- Department of Biological Sciences, University of Bergen, Bergen, Norway
- Bjerknes Centre for Climate Research, University of Bergen, Bergen, Norway
| | - Inge H J Althuizen
- Bjerknes Centre for Climate Research, University of Bergen, Bergen, Norway
- NORCE, Norwegian Research Centre AS, Bjerknes Centre for Climate Research, Bergen, Norway
| | | | - Jonathan J Henn
- Institute of Arctic and Alpine Research, University of Colorado Boulder, Boulder, USA
| | | | - Kari Klanderud
- Faculty of Environmental Sciences and Natural Resource Management, Norwegian University of Life Sciences, Ås, Norway
| | - Marc Macias-Fauria
- School of Geography and the Environment, University of Oxford, Oxford, UK
| | - Yadvinder Malhi
- School of Geography and the Environment, University of Oxford, Oxford, UK
| | - Brian Salvin Maitner
- Department of Ecology and Evolutionary Biology, University of Arizona, Tucson, USA
| | - Sean Michaletz
- Department of Botany, University of British Columbia, Vancouver, Canada
| | - Ruben E Roos
- Faculty of Environmental Sciences and Natural Resource Management, Norwegian University of Life Sciences, Ås, Norway
| | - Richard J Telford
- Department of Biological Sciences, University of Bergen, Bergen, Norway
| | - Polly Bass
- Department of Ethnobotany, University of Alaska, Fairbanks, Canada
| | | | | | - Adam Chmurzynski
- Department of Ecology and Evolutionary Biology, University of Arizona, Tucson, USA
| | - Shuli Chen
- Department of Ecology and Evolutionary Biology, University of Arizona, Tucson, USA
| | - Siri Vatsø Haugum
- Department of Biological Sciences, University of Bergen, Bergen, Norway
- Bjerknes Centre for Climate Research, University of Bergen, Bergen, Norway
| | | | - Kai Lepley
- School of Geography, Development and Environment, University of Arizona, Tucson, USA
| | - Yaoqi Li
- Department of Health and Environmental Sciences, Xi'an Jiaotong-Liverpool University, Suzhou, China
| | - Mary Linabury
- Department of Biology, Colorado State University, Fort Collins, USA
| | - Ilaíne Silveira Matos
- Department of Environmental Science Policy and Management, University of California, Berkeley, Berkeley, USA
| | | | - Molly Ng
- Section of Botany, Carnegie Museum of Natural History, Pittsburgh, USA
| | | | - Silje Östman
- Department of Biological Sciences, University of Bergen, Bergen, Norway
| | - Karolína Pánková
- Department of Botany, Charles University, Prague, Czech Republic
| | - Nina Roth
- Department of Physical Geography, Stockholm University, Stockholm, Sweden
| | - Matiss Castorena
- Department of Ecology and Evolutionary Biology, University of Arizona, Tucson, USA
| | - Marcus Spiegel
- School of Geography and the Environment, University of Oxford, Oxford, UK
| | - Eleanor Thomson
- School of Geography and the Environment, University of Oxford, Oxford, UK
| | | | - Brian J Enquist
- Department of Ecology and Evolutionary Biology, University of Arizona, Tucson, USA.
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3
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Trobajo S, Fernández-Salegui AB, Terrón A, Martínez I. Functional traits of epiphytic lichen communities in a Temperate-Mediterranean fragmented landscape: Importance of patch size, tree diameter and summer rainfall. FUNGAL ECOL 2022. [DOI: 10.1016/j.funeco.2022.101160] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
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4
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Spitzer CM, Sundqvist MK, Wardle DA, Gundale MJ, Kardol P. Root trait variation along a sub‐arctic tundra elevational gradient. OIKOS 2022. [DOI: 10.1111/oik.08903] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Affiliation(s)
- Clydecia M. Spitzer
- Dept of Forest Ecology and Management, Swedish Univ. of Agricultural Sciences Umeå Sweden
| | - Maja K. Sundqvist
- Dept of Forest Ecology and Management, Swedish Univ. of Agricultural Sciences Umeå Sweden
| | - David A. Wardle
- Asian School of the Environment, Nanyang Technological Univ. Singapore Singapore
| | - Michael J. Gundale
- Dept of Forest Ecology and Management, Swedish Univ. of Agricultural Sciences Umeå Sweden
| | - Paul Kardol
- Dept of Forest Ecology and Management, Swedish Univ. of Agricultural Sciences Umeå Sweden
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5
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Trobajo S, Fernández-Salegui AB, Hurtado P, Terrón A, Martínez I. Interspecific and intraspecific variability of water use traits in macrolichen species in a fragmented landscape along a climatic ecotone area. Fungal Biol 2022; 126:438-448. [DOI: 10.1016/j.funbio.2022.04.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2021] [Revised: 04/24/2022] [Accepted: 04/28/2022] [Indexed: 11/16/2022]
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Roos RE, Birkemoe T, Bokhorst S, Wardle DA, Asplund J. The importance of foundation species identity: a field experiment with lichens and their associated micro-arthropod communities. Basic Appl Ecol 2022. [DOI: 10.1016/j.baae.2022.04.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/02/2022]
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7
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Liu X, Rousk K. The moss traits that rule cyanobacterial colonization. ANNALS OF BOTANY 2022; 129:147-160. [PMID: 34628495 PMCID: PMC8796673 DOI: 10.1093/aob/mcab127] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 05/17/2021] [Accepted: 10/08/2021] [Indexed: 06/13/2023]
Abstract
BACKGROUND AND AIMS Cyanobacteria associated with mosses represent a main nitrogen (N) source in pristine, high-latitude and -altitude ecosystems due to their ability to fix N2. However, despite progress made regarding moss-cyanobacteria associations, the factors driving the large interspecific variation in N2 fixation activity between moss species remain elusive. The aim of the study was to identify the traits of mosses that determine cyanobacterial colonization and thus N2 fixation activity. METHODS Four moss species varying in N2 fixation activity were used to assess cyanobacterial abundance and activity to correlate it with moss traits (morphological, chemical, water-balance traits) for each species. KEY RESULTS Moss hydration rate was one of the pivotal traits, explaining 56 and 38 % of the variation in N2 fixation and cyanobacterial colonization, respectively, and was linked to morphological traits of the moss species. Higher abundance of cyanobacteria was found on shoots with smaller leaves, and with a high frequency of leaves. High phenol concentration inhibited N2 fixation but not colonization. These traits driving interspecific variation in cyanobacterial colonization, however, are also affected by the environment, and lead to intraspecific variation. Approximately 24 % of paraphyllia, filamentous appendages on Hylocomium splendens stems, were colonized by cyanobacteria. CONCLUSIONS Our findings show that interspecific variations in moss traits drive differences in cyanobacterial colonization and thus, N2 fixation activity among moss species. The key traits identified here that control moss-associated N2 fixation and cyanobacterial colonization could lead to improved predictions of N2 fixation in different moss species as a function of their morphology.
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Affiliation(s)
- Xin Liu
- CAS Key Laboratory of Mountain Ecological Restoration and Bioresource Utilization & Ecological Restoration and Biodiversity Conservation Key Laboratory of Sichuan Province, Chengdu Institute of Biology, Chinese Academy of Sciences, Chengdu 610041, China
- Department of Biology, Terrestrial Ecology Section, University of Copenhagen, Universitetsparken 15, 2100 Copenhagen, Denmark
- Center for Permafrost (CENPERM), University of Copenhagen, Øster Voldgade 10, 1350 Copenhagen, Denmark
| | - Kathrin Rousk
- Department of Biology, Terrestrial Ecology Section, University of Copenhagen, Universitetsparken 15, 2100 Copenhagen, Denmark
- Center for Permafrost (CENPERM), University of Copenhagen, Øster Voldgade 10, 1350 Copenhagen, Denmark
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8
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Mallen-Cooper M, Graae BJ, Cornwell WK. Lichens buffer tundra microclimate more than the expanding shrub Betula nana. ANNALS OF BOTANY 2021; 128:407-418. [PMID: 33714989 PMCID: PMC8414922 DOI: 10.1093/aob/mcab041] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/02/2021] [Accepted: 03/11/2021] [Indexed: 05/06/2023]
Abstract
BACKGROUND AND AIMS In tundra systems, soil-borne lichens are often the dominant groundcover organisms, and act to buffer microclimate extremes within or at the surface of the soil. However, shrubs are currently expanding across tundra systems, potentially causing major shifts in the microclimate landscape. METHODS Here, we compared soil temperature and moisture underneath the dwarf birch Betula nana and seven abundant lichen species in sub-alpine Norway. We also examined mixtures of lichens and dwarf birch - an intermediate phase of shrubification - and measured several functional traits relating to microclimate. KEY RESULTS We found that all lichen species strongly buffered the daily temperature range, on average reducing maximum temperatures by 6.9 °C (± 0.7 s.d.) and increasing minimum temperatures by 1.0 °C (± 0.2 s.d.) during summer. The dwarf birch had a much weaker effect (maximum reduced by 2.4 ± 5.0 °C and minimum raised by 0.2 ± 0.9 °C). In species mixtures, the lichen effect predominated, affecting temperature extremes by more than would be expected from their abundance. Lichens also tended to reduce soil moisture, which could be explained by their ability to intercept rainfall. Our trait measurements under laboratory conditions suggest that, on average, lichens can completely absorb a 4.09 mm (± 1.81 s.d.) rainfall event, which might be an underappreciated part of lichen-vascular plant competition in areas where summer rainfall events are small. CONCLUSIONS In the context of shrubification across tundra systems, our findings suggest that lichens will continue to have a large effect on microclimate until they are fully excluded, at which point microclimate extremes will increase greatly.
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Affiliation(s)
- Max Mallen-Cooper
- Ecology and Evolution Research Centre, School of Biological, Earth and Environmental Sciences, University of New South Wales, Sydney, New South Wales, Australia
| | - Bente J Graae
- Department of Biology, Norwegian University of Science and Technology (NTNU), Trondheim, Norway
| | - Will K Cornwell
- Ecology and Evolution Research Centre, School of Biological, Earth and Environmental Sciences, University of New South Wales, Sydney, New South Wales, Australia
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9
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Standen KM, Baltzer JL. Permafrost condition determines plant community composition and community-level foliar functional traits in a boreal peatland. Ecol Evol 2021; 11:10133-10146. [PMID: 34367564 PMCID: PMC8328418 DOI: 10.1002/ece3.7818] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2020] [Revised: 04/23/2021] [Accepted: 05/28/2021] [Indexed: 11/05/2022] Open
Abstract
Boreal peatlands are critical ecosystems globally because they house 30%-40% of terrestrial carbon (C), much of which is stored in permafrost soil vulnerable to climate warming-induced thaw. Permafrost thaw leads to thickening of the active (seasonally thawed) layer and alters nutrient and light availability. These physical changes may influence community-level plant functional traits through intraspecific trait variation and/or species turnover. As permafrost thaw is expected to cause an efflux of carbon dioxide (CO2) and methane (CH4) from the soil to the atmosphere, it is important to understand thaw-induced changes in plant community productivity to evaluate whether these changes may offset some of the anticipated increases in C emissions. To this end, we collected vascular plant community composition and foliar functional trait data along gradients in aboveground tree biomass and active layer thickness (ALT) in a rapidly thawing boreal peatland, with the expectation that changes in above- and belowground conditions are indicative of altered resource availability. We aimed to determine whether community-level traits vary across these gradients, and whether these changes are dominated by intraspecific trait variation, species turnover, or both. Our results highlight that variability in community-level traits was largely attributable to species turnover and that both community composition and traits were predominantly driven by ALT. Specifically, thicker active layers associated with permafrost-free peatlands (i.e., bogs and fens) shifted community composition from slower-growing evergreen shrubs to faster-growing graminoids and forbs with a corresponding shift toward more productive trait values. The results from this rapidly thawing peatland suggest that continued warming-induced permafrost thaw and thermokarst development alter plant community composition and community-level traits and thus ecosystem productivity. Increased productivity may help to mitigate anticipated CO2 efflux from thawing permafrost, at least in the short term, though this response may be swamped by increase CH4 release.
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10
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Wietrzyk-Pełka P, Rola K, Patchett A, Szymański W, Węgrzyn MH, Björk RG. Patterns and drivers of cryptogam and vascular plant diversity in glacier forelands. THE SCIENCE OF THE TOTAL ENVIRONMENT 2021; 770:144793. [PMID: 33497901 DOI: 10.1016/j.scitotenv.2020.144793] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/05/2020] [Revised: 12/21/2020] [Accepted: 12/23/2020] [Indexed: 06/12/2023]
Abstract
Vascular and nonvascular plants are affected by environmental factors determining their distribution and shaping their diversity and cover. Despite the cryptogam commonness in Arctic communities, previous studies have often focused on limited number of factors and their impact on only selected species of vascular plants or cryptogams. Our study aimed to investigate in detail the differences in species diversity and cover of cryptogams and vascular plants in the glacier forelands and mature tundra on Svalbard. Furthermore, we determined the biotic and abiotic factors that affected diversity, cover and distribution of cryptogam and vascular plant species. In 2017, we established 201 plots in eight locations (each including habitat type of foreland and mature tundra) and surveyed species abundance, sampled soils and environmental data. Results revealed that diversity and cover of analysed groups differed significantly between locations and habitat types, except for cryptogam cover in mature tundra in terms of location. Distance to the glacier terminus, slope, soil conductivity, nutrient content, and clay content impacted both plant groups' diversity. In contrast, distance to the glacier terminus, nutrient content and soil pH affected their cover. In addition, for cryptogam diversity and cover, foreland location and vascular plant cover were also important, while for vascular plant cover time elapsed after glacier retreat was significant. Distribution of both groups' species in forelands was associated with time elapsed after glacier retreat, soil pH, and nutrient contents. Soil texture and distance to the glacier terminus additionally influenced cryptogam distribution. The positive impact of vascular plants on cryptogam diversity and cover indicates complex relationships between these groups, even in forelands' relatively simple communities. As the cryptogam diversity in the polar areas is high but still largely unknown, future studies on species ecology and climate change impact on vegetation should consider both vascular plants and cryptogams and interactions between these groups.
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Affiliation(s)
- Paulina Wietrzyk-Pełka
- Professor Z. Czeppe Department of Polar Research and Documentation, Institute of Botany, Faculty of Biology, Jagiellonian University, Gronostajowa 3, 30-387 Kraków, Poland; Department of Earth Sciences, University of Gothenburg, P.O. Box 460, SE-405 30 Gothenburg, Sweden.
| | - Kaja Rola
- Department of Plant Ecology, Institute of Botany, Faculty of Biology, Jagiellonian University, Gronostajowa 3, 30-387 Kraków, Poland
| | - Aurora Patchett
- Department of Earth Sciences, University of Gothenburg, P.O. Box 460, SE-405 30 Gothenburg, Sweden; Gothenburg Global Biodiversity Centre, University of Gothenburg, P.O. Box 461, SE-405 30 Gothenburg, Sweden
| | - Wojciech Szymański
- Department of Pedology and Soil Geography, Institute of Geography and Spatial Management, Faculty of Geography and Geology, Jagiellonian University, Gronostajowa 7, 30-387 Kraków, Poland
| | - Michał H Węgrzyn
- Professor Z. Czeppe Department of Polar Research and Documentation, Institute of Botany, Faculty of Biology, Jagiellonian University, Gronostajowa 3, 30-387 Kraków, Poland
| | - Robert G Björk
- Department of Earth Sciences, University of Gothenburg, P.O. Box 460, SE-405 30 Gothenburg, Sweden; Gothenburg Global Biodiversity Centre, University of Gothenburg, P.O. Box 461, SE-405 30 Gothenburg, Sweden
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Sulavik J, Auestad I, Halvorsen R, Rydgren K. Assessing recovery of alpine spoil heaps by vascular plant, bryophyte, and lichen functional traits. Restor Ecol 2021. [DOI: 10.1111/rec.13257] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Jan Sulavik
- Department of Environmental Sciences, Faculty of Engineering and Science Western Norway University of Applied Sciences P.O. Box. 133, NO‐6851 Sogndal Norway
- Geo‐ecological Research Group, Section for Research and Collections, Natural History Museum University of Oslo P.O. Box 1172 Blindern, N‐0318 Oslo Norway
| | - Inger Auestad
- Department of Environmental Sciences, Faculty of Engineering and Science Western Norway University of Applied Sciences P.O. Box. 133, NO‐6851 Sogndal Norway
| | - Rune Halvorsen
- Geo‐ecological Research Group, Section for Research and Collections, Natural History Museum University of Oslo P.O. Box 1172 Blindern, N‐0318 Oslo Norway
| | - Knut Rydgren
- Department of Environmental Sciences, Faculty of Engineering and Science Western Norway University of Applied Sciences P.O. Box. 133, NO‐6851 Sogndal Norway
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Ellis CJ, Asplund J, Benesperi R, Branquinho C, Di Nuzzo L, Hurtado P, Martínez I, Matos P, Nascimbene J, Pinho P, Prieto M, Rocha B, Rodríguez-Arribas C, Thüs H, Giordani P. Functional Traits in Lichen Ecology: A Review of Challenge and Opportunity. Microorganisms 2021; 9:766. [PMID: 33917569 PMCID: PMC8067525 DOI: 10.3390/microorganisms9040766] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2021] [Revised: 03/28/2021] [Accepted: 03/31/2021] [Indexed: 01/29/2023] Open
Abstract
Community ecology has experienced a major transition, from a focus on patterns in taxonomic composition, to revealing the processes underlying community assembly through the analysis of species functional traits. The power of the functional trait approach is its generality, predictive capacity such as with respect to environmental change, and, through linkage of response and effect traits, the synthesis of community assembly with ecosystem function and services. Lichens are a potentially rich source of information about how traits govern community structure and function, thereby creating opportunity to better integrate lichens into 'mainstream' ecological studies, while lichen ecology and conservation can also benefit from using the trait approach as an investigative tool. This paper brings together a range of author perspectives to review the use of traits in lichenology, particularly with respect to European ecosystems from the Mediterranean to the Arctic-Alpine. It emphasizes the types of traits that lichenologists have used in their studies, both response and effect, the bundling of traits towards the evolution of life-history strategies, and the critical importance of scale (both spatial and temporal) in functional trait ecology.
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Affiliation(s)
| | - Johan Asplund
- Faculty of Environmental Sciences and Natural Resource Management, Norwegian University of Life Sciences, 5003 NO-1432 Ås, Norway;
| | - Renato Benesperi
- Dipartimento di Biologia, Università di Firenze, Via la Pira, 450121 Florence, Italy; (R.B.); (L.D.N.)
| | - Cristina Branquinho
- Centre for Ecology, Evolution and Environmental Changes (cE3c), Faculdade de Ciências, Universidade de Lisboa, Campo Grande, C2, Piso 5, 1749-016 Lisboa, Portugal; (C.B.); (P.P.); (B.R.)
| | - Luca Di Nuzzo
- Dipartimento di Biologia, Università di Firenze, Via la Pira, 450121 Florence, Italy; (R.B.); (L.D.N.)
| | - Pilar Hurtado
- Área de Biodiversidad y Conservación, Departamento de Biología, Geología, Física y Química Inorgánica, ESCET, Universidad Rey Juan Carlos, 28933 Móstoles, Spain; (P.H.); (I.M.); marí (M.P.); (C.R.-A.)
- Departamento de Biología (Botánica), Universidad Autónoma de Madrid, c/Darwin, 2, 28049 Madrid, Spain
| | - Isabel Martínez
- Área de Biodiversidad y Conservación, Departamento de Biología, Geología, Física y Química Inorgánica, ESCET, Universidad Rey Juan Carlos, 28933 Móstoles, Spain; (P.H.); (I.M.); marí (M.P.); (C.R.-A.)
| | - Paula Matos
- MARE—Marine and Environmental Sciences Centre, Faculdade de Ciências, Universidade de Lisboa, Campo Grande, 1749-016 Lisboa, Portugal;
| | - Juri Nascimbene
- Department of Biological, Geological and Environmental Sciences, Alma Mater Studiorum, University of Bologna, I-40126 Bologna, Italy;
| | - Pedro Pinho
- Centre for Ecology, Evolution and Environmental Changes (cE3c), Faculdade de Ciências, Universidade de Lisboa, Campo Grande, C2, Piso 5, 1749-016 Lisboa, Portugal; (C.B.); (P.P.); (B.R.)
| | - María Prieto
- Área de Biodiversidad y Conservación, Departamento de Biología, Geología, Física y Química Inorgánica, ESCET, Universidad Rey Juan Carlos, 28933 Móstoles, Spain; (P.H.); (I.M.); marí (M.P.); (C.R.-A.)
| | - Bernardo Rocha
- Centre for Ecology, Evolution and Environmental Changes (cE3c), Faculdade de Ciências, Universidade de Lisboa, Campo Grande, C2, Piso 5, 1749-016 Lisboa, Portugal; (C.B.); (P.P.); (B.R.)
| | - Clara Rodríguez-Arribas
- Área de Biodiversidad y Conservación, Departamento de Biología, Geología, Física y Química Inorgánica, ESCET, Universidad Rey Juan Carlos, 28933 Móstoles, Spain; (P.H.); (I.M.); marí (M.P.); (C.R.-A.)
| | - Holger Thüs
- Botany Department, State Museum of Natural History Stuttgart, Rosenstein 1, 70191 Stuttgart, Germany;
| | - Paolo Giordani
- DIFAR, University of Genova, Viale Cembrano, 4, I-16148 Genova, Italy;
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Peters K, Balcke G, Kleinenkuhnen N, Treutler H, Neumann S. Untargeted In Silico Compound Classification-A Novel Metabolomics Method to Assess the Chemodiversity in Bryophytes. Int J Mol Sci 2021; 22:ijms22063251. [PMID: 33806786 PMCID: PMC8005083 DOI: 10.3390/ijms22063251] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2020] [Revised: 03/16/2021] [Accepted: 03/18/2021] [Indexed: 12/29/2022] Open
Abstract
In plant ecology, biochemical analyses of bryophytes and vascular plants are often conducted on dried herbarium specimen as species typically grow in distant and inaccessible locations. Here, we present an automated in silico compound classification framework to annotate metabolites using an untargeted data independent acquisition (DIA)–LC/MS–QToF-sequential windowed acquisition of all theoretical fragment ion mass spectra (SWATH) ecometabolomics analytical method. We perform a comparative investigation of the chemical diversity at the global level and the composition of metabolite families in ten different species of bryophytes using fresh samples collected on-site and dried specimen stored in a herbarium for half a year. Shannon and Pielou’s diversity indices, hierarchical clustering analysis (HCA), sparse partial least squares discriminant analysis (sPLS-DA), distance-based redundancy analysis (dbRDA), ANOVA with post-hoc Tukey honestly significant difference (HSD) test, and the Fisher’s exact test were used to determine differences in the richness and composition of metabolite families, with regard to herbarium conditions, ecological characteristics, and species. We functionally annotated metabolite families to biochemical processes related to the structural integrity of membranes and cell walls (proto-lignin, glycerophospholipids, carbohydrates), chemical defense (polyphenols, steroids), reactive oxygen species (ROS) protection (alkaloids, amino acids, flavonoids), nutrition (nitrogen- and phosphate-containing glycerophospholipids), and photosynthesis. Changes in the composition of metabolite families also explained variance related to ecological functioning like physiological adaptations of bryophytes to dry environments (proteins, peptides, flavonoids, terpenes), light availability (flavonoids, terpenes, carbohydrates), temperature (flavonoids), and biotic interactions (steroids, terpenes). The results from this study allow to construct chemical traits that can be attributed to biogeochemistry, habitat conditions, environmental changes and biotic interactions. Our classification framework accelerates the complex annotation process in metabolomics and can be used to simplify biochemical patterns. We show that compound classification is a powerful tool that allows to explore relationships in both molecular biology by “zooming in” and in ecology by “zooming out”. The insights revealed by our framework allow to construct new research hypotheses and to enable detailed follow-up studies.
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Affiliation(s)
- Kristian Peters
- Bioinformatics & Scientific Data, Leibniz Institute of Plant Biochemistry, Weinberg 3, 06120 Halle (Saale), Germany; (H.T.); (S.N.)
- German Centre for Integrative Biodiversity Research (iDiv) Halle-Jena-Leipzig, Deutscher Platz 5e, 04103 Leipzig, Germany
- Institute of Biology/Geobotany and Botanical Garden, Martin Luther University Halle-Wittenberg, 06108 Halle (Saale), Germany
- Correspondence: ; Tel.: +49-345-5582-1475
| | - Gerd Balcke
- Cell and Metabolic Biology, Leibniz Institute of Plant Biochemistry, Weinberg 3, 06120 Halle (Saale), Germany;
| | - Niklas Kleinenkuhnen
- Max Planck Research Group Chromatin and Ageing, Max Planck Institute for Biology of Ageing, Joseph-Stelzmann-Str. 9b, 50931 Cologne, Germany;
- MS-Platform, Cluster of Excellence on Plant Sciences, Botanical Institute (CEPLAS), University of Cologne, 50931 Cologne, Germany
| | - Hendrik Treutler
- Bioinformatics & Scientific Data, Leibniz Institute of Plant Biochemistry, Weinberg 3, 06120 Halle (Saale), Germany; (H.T.); (S.N.)
- Datameer GmbH, Magdeburger Straße 23, 06112 Halle (Saale), Germany
| | - Steffen Neumann
- Bioinformatics & Scientific Data, Leibniz Institute of Plant Biochemistry, Weinberg 3, 06120 Halle (Saale), Germany; (H.T.); (S.N.)
- German Centre for Integrative Biodiversity Research (iDiv) Halle-Jena-Leipzig, Deutscher Platz 5e, 04103 Leipzig, Germany
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Di Nuzzo L, Vallese C, Benesperi R, Giordani P, Chiarucci A, Di Cecco V, Di Martino L, Di Musciano M, Gheza G, Lelli C, Spitale D, Nascimbene J. Contrasting multitaxon responses to climate change in Mediterranean mountains. Sci Rep 2021; 11:4438. [PMID: 33627718 PMCID: PMC7904820 DOI: 10.1038/s41598-021-83866-x] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2020] [Accepted: 02/04/2021] [Indexed: 11/13/2022] Open
Abstract
We explored the influence of climatic factors on diversity patterns of multiple taxa (lichens, bryophytes, and vascular plants) along a steep elevational gradient to predict communities' dynamics under future climate change scenarios in Mediterranean regions. We analysed (1) species richness patterns in terms of heat-adapted, intermediate, and cold-adapted species; (2) pairwise beta-diversity patterns, also accounting for its two different components, species replacement and richness difference; (3) the influence of climatic variables on species functional traits. Species richness is influenced by different factors between three taxonomic groups, while beta diversity differs mainly between plants and cryptogams. Functional traits are influenced by different factors in each taxonomic group. On the basis of our observations, poikilohydric cryptogams could be more impacted by climate change than vascular plants. However, contrasting species-climate and traits-climate relationships were also found between lichens and bryophytes suggesting that each group may be sensitive to different components of climate change. Our study supports the usefulness of a multi-taxon approach coupled with a species traits analysis to better unravel the response of terrestrial communities to climate change. This would be especially relevant for lichens and bryophytes, whose response to climate change is still poorly explored.
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Affiliation(s)
- Luca Di Nuzzo
- Dipartimento di Biologia, Università di Firenze, Via la Pira 4, 50121, Florence, Italy
| | - Chiara Vallese
- Biodiversity and Macroecology Group, Department of Biological, Geological and Environmental Sciences, Alma Mater Studiorum - University of Bologna, Via Irnerio 42, 40126, Bologna, Italy
| | - Renato Benesperi
- Dipartimento di Biologia, Università di Firenze, Via la Pira 4, 50121, Florence, Italy
| | - Paolo Giordani
- Dipartimento di Farmacia, Università di Genova, viale Cembrano, 4, 16148, Genoa, Italy.
| | - Alessandro Chiarucci
- Biodiversity and Macroecology Group, Department of Biological, Geological and Environmental Sciences, Alma Mater Studiorum - University of Bologna, Via Irnerio 42, 40126, Bologna, Italy
| | - Valter Di Cecco
- Parco Nazionale della Majella, Via Badia, 28, 67039, Sulmona, Italy
| | | | - Michele Di Musciano
- Biodiversity and Macroecology Group, Department of Biological, Geological and Environmental Sciences, Alma Mater Studiorum - University of Bologna, Via Irnerio 42, 40126, Bologna, Italy
- Department of Life, Health and Environmental Sciences, University of L'Aquila, Piazzale Salvatore Tommasi 1, 67100, L'Aquila, Italy
| | - Gabriele Gheza
- Biodiversity and Macroecology Group, Department of Biological, Geological and Environmental Sciences, Alma Mater Studiorum - University of Bologna, Via Irnerio 42, 40126, Bologna, Italy
| | - Chiara Lelli
- Biodiversity and Macroecology Group, Department of Biological, Geological and Environmental Sciences, Alma Mater Studiorum - University of Bologna, Via Irnerio 42, 40126, Bologna, Italy
| | - Daniel Spitale
- Museo di Scienze Naturali Dell'Alto Adige, Via Bottai, 1, 39100, Bolzano, Italy
| | - Juri Nascimbene
- Biodiversity and Macroecology Group, Department of Biological, Geological and Environmental Sciences, Alma Mater Studiorum - University of Bologna, Via Irnerio 42, 40126, Bologna, Italy
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Asplund J, Zuijlen K, Roos RE, Birkemoe T, Klanderud K, Lang SI, Wardle DA, Nybakken L. Contrasting responses of plant and lichen carbon‐based secondary compounds across an elevational gradient. Funct Ecol 2020. [DOI: 10.1111/1365-2435.13712] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Affiliation(s)
- Johan Asplund
- Faculty of Environmental Sciences and Natural Resource Management Norwegian University of Life Sciences Ås Norway
| | - Kristel Zuijlen
- Faculty of Environmental Sciences and Natural Resource Management Norwegian University of Life Sciences Ås Norway
| | - Ruben E. Roos
- Faculty of Environmental Sciences and Natural Resource Management Norwegian University of Life Sciences Ås Norway
| | - Tone Birkemoe
- Faculty of Environmental Sciences and Natural Resource Management Norwegian University of Life Sciences Ås Norway
| | - Kari Klanderud
- Faculty of Environmental Sciences and Natural Resource Management Norwegian University of Life Sciences Ås Norway
| | - Simone I. Lang
- The University Centre in Svalbard (UNIS) Longyearbyen Norway
| | - David A. Wardle
- School of the Environment Nanyang Technological University Singapore Singapore
- Department of Forest Ecology and Management Swedish University of Agricultural Sciences Umeå Sweden
| | - Line Nybakken
- Faculty of Environmental Sciences and Natural Resource Management Norwegian University of Life Sciences Ås Norway
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16
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Tautenhahn S, Migliavacca M, Kattge J. News on intra-specific trait variation, species sorting, and optimality theory for functional biogeography and beyond. THE NEW PHYTOLOGIST 2020; 228:6-10. [PMID: 33448394 DOI: 10.1111/nph.16846] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/12/2023]
Affiliation(s)
- Susanne Tautenhahn
- Max Planck Institute for Biogeochemistry, Hans Knöll Straße 10, Jena, D-07745, Germany
| | - Mirco Migliavacca
- Max Planck Institute for Biogeochemistry, Hans Knöll Straße 10, Jena, D-07745, Germany
| | - Jens Kattge
- Max Planck Institute for Biogeochemistry, Hans Knöll Straße 10, Jena, D-07745, Germany
- German Centre for Integrative Biodiversity Research (iDiv) Halle-Jena-Leipzig, Deutscher Platz 5e, Leipzig, D-04103, Germany
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17
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Niittynen P, Heikkinen RK, Luoto M. Decreasing snow cover alters functional composition and diversity of Arctic tundra. Proc Natl Acad Sci U S A 2020; 117:21480-21487. [PMID: 32778575 PMCID: PMC7474597 DOI: 10.1073/pnas.2001254117] [Citation(s) in RCA: 25] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
The Arctic is one of the least human-impacted parts of the world, but, in turn, tundra biome is facing the most rapid climate change on Earth. These perturbations may cause major reshuffling of Arctic species compositions and functional trait profiles and diversity, thereby affecting ecosystem processes of the whole tundra region. Earlier research has detected important drivers of the change in plant functional traits under warming climate, but studies on one key factor, snow cover, are almost totally lacking. Here we integrate plot-scale vegetation data with detailed climate and snow information using machine learning methods to model the responsiveness of tundra communities to different scenarios of warming and snow cover duration. Our results show that decreasing snow cover, together with warming temperatures, can substantially modify biotic communities and their trait compositions, with future plant communities projected to be occupied by taller plants with larger leaves and faster resource acquisition strategies. As another finding, we show that, while the local functional diversity may increase, simultaneous biotic homogenization across tundra communities is likely to occur. The manifestation of climate warming on tundra vegetation is highly dependent on the evolution of snow conditions. Given this, realistic assessments of future ecosystem functioning require acknowledging the role of snow in tundra vegetation models.
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Affiliation(s)
- Pekka Niittynen
- Department of Geosciences and Geography, University of Helsinki, FIN-00014 Helsinki, Finland;
| | - Risto K Heikkinen
- Biodiversity Centre, Finnish Environment Institute, FIN-00790 Helsinki, Finland
| | - Miska Luoto
- Department of Geosciences and Geography, University of Helsinki, FIN-00014 Helsinki, Finland
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18
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Liancourt P, Song X, Macek M, Santrucek J, Dolezal J. Plant's-eye view of temperature governs elevational distributions. GLOBAL CHANGE BIOLOGY 2020; 26:4094-4103. [PMID: 32320507 DOI: 10.1111/gcb.15129] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/22/2020] [Accepted: 03/30/2020] [Indexed: 06/11/2023]
Abstract
Explaining species geographic distributions by macroclimate variables is the most common approach for getting mechanistic insights into large-scale diversity patterns and range shifts. However, species' traits influencing biophysical processes can produce a large decoupling from ambient air temperature, which can seriously undermine biogeographical inference. We combined stable oxygen isotope theory with a trait-based approach to assess leaf temperature during carbon assimilation (TL ) and its departure (ΔT) from daytime free air temperature during the growing season (Tgs ) for 158 plant species occurring from 3,400 to 6,150 m a.s.l. in Western Himalayas. We uncovered a general extent of temperature decoupling in the region. The interspecific variation in ΔT was best explained by the combination of plant height and δ13 C, and leaf dry matter content partly captured the variation in TL . The combination of TL and ΔT, with ΔT contributing most, explained the interspecific difference in elevational distributions. Stable oxygen isotope theory appears promising for investigating how plants perceive temperatures, a pivotal information to species biogeographic distributions.
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Affiliation(s)
- Pierre Liancourt
- Institute of Botany of the Czech Academy of Sciences, Průhonice, Czech Republic
- Plant Ecology Group, University of Tübingen, Tübingen, Germany
| | - Xin Song
- College of Life Sciences and Oceanography, Shenzhen University, Shenzhen, Guangdong Province, China
| | - Martin Macek
- Institute of Botany of the Czech Academy of Sciences, Průhonice, Czech Republic
| | - Jiri Santrucek
- Faculty of Science, University of South Bohemia, Ceske Budejovice, Czech Republic
| | - Jiri Dolezal
- Institute of Botany of the Czech Academy of Sciences, Průhonice, Czech Republic
- Department of Botany, Faculty of Science, University of South Bohemia, Ceske Budejovice, Czech Republic
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19
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van Zuijlen K, Roos RE, Klanderud K, Lang SI, Wardle DA, Asplund J. Decomposability of lichens and bryophytes from across an elevational gradient under standardized conditions. OIKOS 2020. [DOI: 10.1111/oik.07257] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Affiliation(s)
- Kristel van Zuijlen
- Faculty of Environmental Sciences and Natural Resource Management, Norwegian Univ. of Life Sciences PO Box 5003 NO‐1432 Ås Norway
| | - Ruben E. Roos
- Faculty of Environmental Sciences and Natural Resource Management, Norwegian Univ. of Life Sciences PO Box 5003 NO‐1432 Ås Norway
| | - Kari Klanderud
- Faculty of Environmental Sciences and Natural Resource Management, Norwegian Univ. of Life Sciences PO Box 5003 NO‐1432 Ås Norway
| | | | - David A. Wardle
- School of the Environment, Nanyang Technological Univ. Singapore
- Dept of Forest Ecology and Management, Swedish Univ. of Agricultural Sciences Umeå Sweden
| | - Johan Asplund
- Faculty of Environmental Sciences and Natural Resource Management, Norwegian Univ. of Life Sciences PO Box 5003 NO‐1432 Ås Norway
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20
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Hurtado P, Prieto M, Aragón G, de Bello F, Martínez I. Intraspecific variability drives functional changes in lichen epiphytic communities across Europe. Ecology 2020; 101:e03017. [PMID: 32080841 DOI: 10.1002/ecy.3017] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/23/2019] [Revised: 12/18/2019] [Accepted: 01/23/2020] [Indexed: 11/09/2022]
Abstract
Traditional approaches in trait-based community ecology typically expect that trait filtering across broad environmental gradients is largely due to replacement of species, rather than intraspecific trait adjustments. Recently, the role of intraspecific trait variability has been largely highlighted as an important contributor mediating the ability of communities to persist under changing conditions and determining the community-level trait variation, particularly across limited environmental gradients. Unfortunately, few studies quantify the relative importance of species turnover versus intraspecific variability mediating the response of communities different from vascular plants. Here, we studied the functional changes in epiphytic lichen communities within 23 beech forests across large latitudinal (ca. 3,000 km) and environmental gradients in Europe to quantify the relative contribution of species turnover and intraspecific variability and the role of climate controlling community-level trait changes. For 58 lichen species, we focused on a set of 10 quantitative functional traits potentially affected by climatic conditions and related to photosynthetic performance (n = 1,184 thalli), water use strategy (n = 1,018 thalli), and nutrient uptake (n = 1,179 thalli). Our results showed that intraspecific trait variability explained most of the functional changes in lichen communities in response to the latitudinal gradient. Further, such functional changes were determined by the covariation between intraspecific trait variability and species turnover, which varied in sign depending on the trait considered. Finally, different climatic predictors explained functional variation due to both intraspecific trait variability and species turnover. We propose that lichen communities cope with contrasting climatic conditions by adjusting the functional trait values of the most abundant species within the communities rather than by the replacement of the species. Consequently, intraspecific variability should be explicitly incorporated to understand the effect of environmental changes on lichen communities, even over large environmental variations, better. Our results challenge the universality of the hypothesis that species turnover chiefly drives functional trait changes across large environmental gradients and call for a wider test of such important assumptions in trait ecology in different organism types and ecosystems.
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Affiliation(s)
- Pilar Hurtado
- Área de Biodiversidad y Conservación, Departamento de Biología, Geología, Física y Química Inorgánica, ESCET, Universidad Rey Juan Carlos, c/Tulipán s/n, 28933, Móstoles, Spain
| | - María Prieto
- Área de Biodiversidad y Conservación, Departamento de Biología, Geología, Física y Química Inorgánica, ESCET, Universidad Rey Juan Carlos, c/Tulipán s/n, 28933, Móstoles, Spain
| | - Gregorio Aragón
- Área de Biodiversidad y Conservación, Departamento de Biología, Geología, Física y Química Inorgánica, ESCET, Universidad Rey Juan Carlos, c/Tulipán s/n, 28933, Móstoles, Spain
| | - Francesco de Bello
- Department of Botany, Faculty of Sciences, University of South Bohemia, Branišovská 1760, 370 05, České Budějovice, Czech Republic.,Centro de Investigaciones sobre Desertificación (CSIC-UV-GV), Carretera Moncada-Náquera km. 4.5, 46113, Valencia, Spain
| | - Isabel Martínez
- Área de Biodiversidad y Conservación, Departamento de Biología, Geología, Física y Química Inorgánica, ESCET, Universidad Rey Juan Carlos, c/Tulipán s/n, 28933, Móstoles, Spain
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