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De Giorgi F, Roscher C, Durka W. Effects of species diversity on trait expression of the clonal herb Taraxacum officinale and its relation to genotype diversity and phenotypic plasticity. Ecol Evol 2024; 14:e11430. [PMID: 38766311 PMCID: PMC11099733 DOI: 10.1002/ece3.11430] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2023] [Revised: 04/17/2024] [Accepted: 05/02/2024] [Indexed: 05/22/2024] Open
Abstract
Plant species respond to varying plant species diversity and associated changes in their abiotic and biotic environment with changes in their phenotype. However, it is not clear to what degree this phenotypic differentiation is due to genotype diversity within populations or phenotypic plasticity of plant individuals. We studied individuals of 16 populations of the clonal herb Taraxacum officinale grown in plant communities of different species richness in a 17-year-old grassland biodiversity experiment (Jena Experiment). We collected 12 individuals in each population to measure phenotypic traits and identify distinct genotypes using microsatellite DNA markers. Plant species richness did not influence population-level genotype and trait diversity. However, it affected the expression of several phenotypic traits, e.g. leaf and inflorescence number, maximum leaf length and seed mass, which increased with increasing plant species richness. Moreover, population-level trait diversity correlated positively with genotype richness for leaf dry matter content (LDMC) and negatively with inflorescence number. For several traits (i.e. seed mass, germination rate, LDMC, specific leaf area (SLA)), a larger portion of variance was explained by genotype identity, while variance in other traits (i.e. number of inflorescences, leaf nitrogen concentration, leaf number, leaf length) resided within genotypes and thus was mostly due to phenotypic plasticity. Overall, our findings show that plant species richness positively affected the population means of some traits related to whole-plant performance, whose variation was achieved through both phenotypic plasticity and genotype composition of a population.
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Affiliation(s)
- Francesca De Giorgi
- Department of Physiological DiversityHelmholtz Centre for Environmental Research – UFZLeipzigGermany
- German Centre for Integrative Biodiversity Research (iDiv) Halle‐Jena‐LeipzigLeipzigGermany
| | - Christiane Roscher
- Department of Physiological DiversityHelmholtz Centre for Environmental Research – UFZLeipzigGermany
- German Centre for Integrative Biodiversity Research (iDiv) Halle‐Jena‐LeipzigLeipzigGermany
| | - Walter Durka
- German Centre for Integrative Biodiversity Research (iDiv) Halle‐Jena‐LeipzigLeipzigGermany
- Department of Community EcologyHelmholtz Centre for Environmental Research – UFZHalleGermany
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Zheng S, Yu M, Webber BL, Didham RK. Intraspecific leaf trait variation mediates edge effects on litter decomposition rate in fragmented forests. Ecology 2024; 105:e4260. [PMID: 38353290 DOI: 10.1002/ecy.4260] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/29/2023] [Revised: 11/09/2023] [Accepted: 12/21/2023] [Indexed: 04/04/2024]
Abstract
There is strong trait dependence in species-level responses to environmental change and their cascading effects on ecosystem functioning. However, there is little understanding of whether intraspecific trait variation (ITV) can also be an important mechanism mediating environmental effects on ecosystem functioning. This is surprising, given that global change processes such as habitat fragmentation and the creation of forest edges drive strong trait shifts within species. On 20 islands in the Thousand Island Lake, China, we quantified intraspecific leaf trait shifts of a widely distributed shrub species, Vaccinium carlesii, in response to habitat fragmentation. Using a reciprocal transplant decomposition experiment between forest edge and interior on 11 islands with varying areas, we disentangled the relative effects of intraspecific leaf trait variation versus altered environmental conditions on leaf decomposition rates in forest fragments. We found strong intraspecific variation in leaf traits in response to edge effects, with a shift toward recalcitrant leaves with low specific leaf area and high leaf dry matter content from forest interior to the edge. Using structural equation modeling, we showed that such intraspecific leaf trait response to habitat fragmentation had translated into significant plant afterlife effects on leaf decomposition, leading to decreased leaf decomposition rates from the forest interior to the edge. Importantly, the effects of intraspecific leaf trait variation were additive to and stronger than the effects from local environmental changes due to edge effects and habitat loss. Our experiment provides the first quantitative study showing that intraspecific leaf trait response to edge effects is an important driver of the decrease in leaf decomposition rate in fragmented forests. By extending the trait-based response-effect framework toward the individual level, intraspecific variation in leaf economics traits can provide the missing functional link between environmental change and ecological processes. These findings suggest an important area for future research on incorporating ITV to understand and predict changes in ecosystem functioning in the context of global change.
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Affiliation(s)
- Shilu Zheng
- MOE Key Laboratory of Biosystems Homeostasis & Protection, College of Life Sciences, Zhejiang University, Hangzhou, People's Republic of China
- School of Biological Sciences, The University of Western Australia, Crawley, Western Australia, Australia
- CSIRO Health & Biosecurity, Centre for Environment and Life Sciences, Floreat, Western Australia, Australia
| | - Mingjian Yu
- MOE Key Laboratory of Biosystems Homeostasis & Protection, College of Life Sciences, Zhejiang University, Hangzhou, People's Republic of China
| | - Bruce L Webber
- School of Biological Sciences, The University of Western Australia, Crawley, Western Australia, Australia
- CSIRO Health & Biosecurity, Centre for Environment and Life Sciences, Floreat, Western Australia, Australia
- Western Australian Biodiversity Science Institute, Perth, Western Australia, Australia
| | - Raphael K Didham
- School of Biological Sciences, The University of Western Australia, Crawley, Western Australia, Australia
- CSIRO Health & Biosecurity, Centre for Environment and Life Sciences, Floreat, Western Australia, Australia
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Yang J, Wu A, Li J, Wei H, Qin J, Tian H, Fan D, Wu W, Chen S, Tong X, Liu X. Structured and unstructured intraspecific propagule trait variation across environmental gradients in a widespread mangrove. Ecol Evol 2024; 14:e10835. [PMID: 38205374 PMCID: PMC10776304 DOI: 10.1002/ece3.10835] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2023] [Revised: 09/09/2023] [Accepted: 12/15/2023] [Indexed: 01/12/2024] Open
Abstract
Increasing studies have shown the importance of intraspecific trait variation (ITV) on ecological processes. However, the patterns and sources of ITV are still unclear, especially in the propagules of coastal vegetation. Here, we measured six hypocotyl traits for 66 genealogies of Kandelia obovata from 26 sites and analyzed how ITV in these traits was distributed across geography and genealogy through variance partitioning. We further constructed mixed models and structural equation models to disentangle the effects of climatic, oceanic, and maternal factors on ITV. Results showed that size-related traits decreased along increasing latitudinal gradients, which was mainly driven by positive regulation of temperature on these traits. By contrast, ITV of shape trait was unstructured along latitudinal gradients and did not show any dependence among environmental variables. These findings indicate that propagule size mainly varied between populations, whereas propagule shape mainly varied between individuals. Our study may provide useful insights into the ITV in propagule from different functional dimensions and on a broad scale, which may facilitate mangrove protection in light of ITV.
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Affiliation(s)
| | - Anchi Wu
- Key Laboratory of Vegetation Restoration and Management of Degraded Ecosystem, South China Botanical Garden, Chinese Academy of SciencesGuangzhouChina
- College of Resources and EnvironmentUniversity of Chinese Academy of SciencesBeijingChina
| | - Jinhua Li
- Guangxi Forestry Research InstituteNanningChina
| | - Haihang Wei
- Guangxi Forestry Research InstituteNanningChina
| | - Jie Qin
- Guangxi Forestry Research InstituteNanningChina
| | | | - Donghan Fan
- Qinzhou Forestry Research InstituteQinzhouChina
| | - Weidai Wu
- Qinzhou Forestry Research InstituteQinzhouChina
| | - Shan Chen
- School of Ecological and Environmental SciencesEast China Normal UniversityShanghaiChina
| | - Xin Tong
- Eastern China Conservation Centre for Wild Endangered Plant Resources, Shanghai Chenshan Botanical GardenShanghaiChina
| | - Xiu Liu
- Guangxi Forestry Research InstituteNanningChina
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Locqueville J, Violle C, McKey D, Caillon S, Coq S. A feedback loop between management, intraspecific trait variation and harvesting practices. AoB Plants 2023; 15:plad077. [PMID: 38046405 PMCID: PMC10691405 DOI: 10.1093/aobpla/plad077] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 03/23/2023] [Accepted: 11/15/2023] [Indexed: 12/05/2023]
Abstract
Intraspecific variation in plants is a major ecological mechanism whose local determinants are still poorly understood. In particular, the relationship between this variation and human practices may be key to understanding human-nature relationships. We argue that it is necessary to consider how human practices both influence and depend on the phenotypic variability of species of interest. Arnica montana (arnica) is a good model to study the complex interactions between human actions and plant phenotype, as (i) its ecological niche is shaped by human management actions and (ii) its variability has consequences for harvesters. Using a functional trait approach, we examined feedback loops linking management actions, plant phenotype and harvesting practices. In 27 sites in southeastern France, we measured vegetative and reproductive functional traits of arnica of interest for harvesters, and recorded management actions (grazing; mowing) and ecological variables (including height of surrounding vegetation and tree cover). We examined their effects on plant traits with linear mixed models and used path analysis to test if the effects of human management on traits are mediated by the height of surrounding vegetation. Management actions affected functional traits of arnica. Biomass removal practices (grazing, mowing) were associated with smaller plants producing smaller leaves with reduced specific leaf area. We uncovered the core role of the height of surrounding vegetation in determining this phenotype. Tree cover was associated with reduced flowering. The observed intraspecific variation in response to management actions differentially impacts the two main harvesting practices. Flower-head harvesting depends on reproductive traits that are not impacted by mowing (which is done in winter) but adversely affected by tree cover. In contrast, traits associated with large biomass under tree cover or with high surrounding vegetation are favourable for whole-plant harvesters. Our trait-based approach unveiled clear links between management actions and plant phenotype, with impacts on both vegetative and reproductive traits. These changes induced by management also affect the practices of harvesters. We thus demonstrated a feedback loop between human actions and plant phenotype and provided a novel perspective on human-related causes and consequences of plant intraspecific variability.
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Affiliation(s)
- Jonathan Locqueville
- Centre d'Ecologie Fonctionnelle et Evolutive, Univ Montpellier, CNRS EPHE, IRD, Montpellier 34293, France
| | - Cyrille Violle
- Centre d'Ecologie Fonctionnelle et Evolutive, Univ Montpellier, CNRS EPHE, IRD, Montpellier 34293, France
| | - Doyle McKey
- Centre d'Ecologie Fonctionnelle et Evolutive, Univ Montpellier, CNRS EPHE, IRD, Montpellier 34293, France
| | - Sophie Caillon
- Centre d'Ecologie Fonctionnelle et Evolutive, Univ Montpellier, CNRS EPHE, IRD, Montpellier 34293, France
| | - Sylvain Coq
- Centre d'Ecologie Fonctionnelle et Evolutive, Univ Montpellier, CNRS EPHE, IRD, Montpellier 34293, France
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Spitzer CM, Blume-Werry G. As a permafrost ecosystem warms, plant community traits become more acquisitive. New Phytol 2023; 240:1712-1713. [PMID: 37784258 DOI: 10.1111/nph.19286] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/04/2023]
Abstract
This article is a Commentary on Wei et al. (2023), 240: 1802–1816.
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Affiliation(s)
- Clydecia M Spitzer
- Department of Forest Ecology and Management, Swedish University of Agricultural Sciences, Skogsmarksgränd, 901 83, Umeå, Sweden
| | - Gesche Blume-Werry
- Department of Ecology and Environmental Science, Umeå University, Linnaeus väg 6, 901 87, Umeå, Sweden
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Vasey GL, Urza AK, Chambers JC, Pringle EG, Weisberg PJ. Clinal variations in seedling traits and responses to water availability correspond to seed-source environmental gradients in a foundational dryland tree species. Ann Bot 2023; 132:203-216. [PMID: 36905361 PMCID: PMC10583205 DOI: 10.1093/aob/mcad041] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/14/2022] [Accepted: 03/10/2023] [Indexed: 06/18/2023]
Abstract
BACKGROUND AND AIMS In dryland ecosystems, conifer species are threatened by more frequent and severe droughts, which can push species beyond their physiological limits. Adequate seedling establishment will be critical for future resilience to global change. We used a common garden glasshouse experiment to determine how seedling functional trait expression and plasticity varied among seed sources in response to a gradient of water availability, focusing on a foundational dryland tree species of the western USA, Pinus monophylla. We hypothesized that the expression of growth-related seedling traits would show patterns consistent with local adaptation, given clinal variation among seed source environments. METHODS We collected P. monophylla seeds from 23 sites distributed across rangewide gradients of aridity and seasonal moisture availability. A total of 3320 seedlings were propagated with four watering treatments representing progressively decreasing water availability. Above- and below-ground growth-related traits of first-year seedlings were measured. Trait values and trait plasticity, here representing the degree of variation among watering treatments, were modelled as a function of watering treatment and environmental conditions at the seed source locations (i.e. water availability, precipitation seasonality). KEY RESULTS We found that, under all treatments, seedlings from more arid climates had larger above- and below-ground biomass compared to seedlings from sites experiencing lower growing-season water limitation, even after accounting for differences in seed size. Additionally, trait plasticity in response to watering treatments was greatest for seedlings from summer-wet sites that experience periodic monsoonal rain events. CONCLUSIONS Our results show that P. monophylla seedlings respond to drought through plasticity in multiple traits, but variation in trait responses suggests that different populations are likely to respond uniquely to changes in local climate. Such trait diversity will probably influence the potential for future seedling recruitment in woodlands that are projected to experience extensive drought-related tree mortality.
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Affiliation(s)
- Georgia L Vasey
- Department of Natural Resources and Environmental Science, University of Nevada Reno, 1664 N. Virginia Street, Mail Stop 186, Reno, NV 89557, USA
| | - Alexandra K Urza
- USDA Forest Service, Rocky Mountain Research Station, 920 Valley Road, Reno, NV 89512, USA
| | - Jeanne C Chambers
- USDA Forest Service, Rocky Mountain Research Station, 920 Valley Road, Reno, NV 89512, USA
| | - Elizabeth G Pringle
- Department of Biology, Program in Ecology, Evolution and Conservation Biology, University of Nevada Reno, 1664 N. Virginia Street, Mail Stop 0314, Reno, NV 89557, USA
| | - Peter J Weisberg
- Department of Natural Resources and Environmental Science, University of Nevada Reno, 1664 N. Virginia Street, Mail Stop 186, Reno, NV 89557, USA
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Gómez JM, González-Megías A, Armas C, Narbona E, Navarro L, Perfectti F. The role of phenotypic plasticity in shaping ecological networks. Ecol Lett 2023; 26 Suppl 1:S47-S61. [PMID: 37840020 DOI: 10.1111/ele.14192] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2022] [Revised: 01/16/2023] [Accepted: 02/15/2023] [Indexed: 10/17/2023]
Abstract
Plasticity-mediated changes in interaction dynamics and structure may scale up and affect the ecological network in which the plastic species are embedded. Despite their potential relevance for understanding the effects of plasticity on ecological communities, these effects have seldom been analysed. We argue here that, by boosting the magnitude of intra-individual phenotypic variation, plasticity may have three possible direct effects on the interactions that the plastic species maintains with other species in the community: may expand the interaction niche, may cause a shift from one interaction niche to another or may even cause the colonization of a new niche. The combined action of these three factors can scale to the community level and eventually expresses itself as a modification in the topology and functionality of the entire ecological network. We propose that this causal pathway can be more widespread than previously thought and may explain how interaction niches evolve quickly in response to rapid changes in environmental conditions. The implication of this idea is not solely eco-evolutionary but may also help to understand how ecological interactions rewire and evolve in response to global change.
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Affiliation(s)
- José M Gómez
- Estación Experimental de Zonas Áridas (EEZA-CSIC), Almería, Spain
- Research Unit Modeling Nature, Universidad de Granada, Granada, Spain
| | - Adela González-Megías
- Research Unit Modeling Nature, Universidad de Granada, Granada, Spain
- Departamento de Zoología, Universidad de Granada, Granada, Spain
| | - Cristina Armas
- Estación Experimental de Zonas Áridas (EEZA-CSIC), Almería, Spain
| | - Eduardo Narbona
- Departamento de Biología Molecular e Ingeniería Bioquímica, Universidad Pablo de Olavide, Sevilla, Spain
| | - Luis Navarro
- Departamento de Biología Vegetal y Ciencias del Suelo, Universidad de Vigo, Vigo, Spain
| | - Francisco Perfectti
- Research Unit Modeling Nature, Universidad de Granada, Granada, Spain
- Departamento de Genética, Universidad de Granada, Granada, Spain
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Liu Y, Fan B, Gong Z, He L, Chen L, Ren A, Zhao N, Gao Y. Intraspecific trait variation and adaptability of Stipa krylovii: Insight from a common garden experiment with two soil moisture treatments. Ecol Evol 2023; 13:ECE310457. [PMID: 37664491 PMCID: PMC10468992 DOI: 10.1002/ece3.10457] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2023] [Revised: 07/31/2023] [Accepted: 08/15/2023] [Indexed: 09/05/2023] Open
Abstract
Understanding patterns of intraspecific trait variation can help us understand plant adaptability to environmental changes. To explore the underlying adaptation mechanisms of zonal plant species, we selected seven populations of Stipa krylovii, a dominant species in the Inner Mongolia Steppe of China, and evaluated the effects of phenotypic plasticity and genetic differentiation, the effects of climate variables on population trait differentiation, and traits coordinated patterns under each soil moisture treatment. We selected seeds from seven populations of S. krylovii in the Inner Mongolia Steppe, China, and carried out a soil moisture (2) × population origin (7) common garden experiment at Tianjin City, China, and measured ten plant traits of S. krylovii. General linear analyses were used to analyze how soil moisture and population origin affected each trait variation, Mantel tests were used to analyze population trait differentiation-geographic distance (or climatic difference) relationships, regression analyses were used to evaluate trait-climatic variable relationships, and plant trait networks (PTNs) were used to evaluate traits coordinated patterns. Both soil moisture and population origin showed significant effects on most of traits. Aboveground biomass, root-shoot ratio, leaf width, specific leaf area, and leaf nitrogen (N) content were significantly correlated with climate variables under the control condition. Specific leaf area and leaf N content were significantly correlated with climate variables under the drought condition. By PTNs, the hub trait(s) was plant height under the control condition and were aboveground biomass, root length, and specific leaf area under the drought condition. This study indicates that both phenotypic plasticity and genetic differentiation can significantly affect the adaptability of S. krylovii. In addition, soil moisture treatments show significant effects on trait-climate relationships and traits coordinated patterns. These findings provide new insights into the adaptive mechanisms of zonal species in the semiarid grassland region.
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Affiliation(s)
- Yulin Liu
- Department of Plant Biology and Ecology, College of Life ScienceNankai UniversityTianjinChina
| | - Baijie Fan
- Department of Plant Biology and Ecology, College of Life ScienceNankai UniversityTianjinChina
| | - Ziqing Gong
- Department of Plant Biology and Ecology, College of Life ScienceNankai UniversityTianjinChina
| | - Luoyang He
- Department of Plant Biology and Ecology, College of Life ScienceNankai UniversityTianjinChina
| | - Lei Chen
- Department of Plant Biology and Ecology, College of Life ScienceNankai UniversityTianjinChina
| | - Anzhi Ren
- Department of Plant Biology and Ecology, College of Life ScienceNankai UniversityTianjinChina
| | - Nianxi Zhao
- Department of Plant Biology and Ecology, College of Life ScienceNankai UniversityTianjinChina
| | - Yubao Gao
- Department of Plant Biology and Ecology, College of Life ScienceNankai UniversityTianjinChina
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Karbstein K, Römermann C, Hellwig F, Prinz K. Population size affected by environmental variability impacts genetics, traits, and plant performance in Trifolium montanum L. Ecol Evol 2023; 13:e10376. [PMID: 37560178 PMCID: PMC10406824 DOI: 10.1002/ece3.10376] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2023] [Revised: 07/07/2023] [Accepted: 07/12/2023] [Indexed: 08/11/2023] Open
Abstract
Population size, genetic diversity, and performance have fundamental importance for ecology, evolution, and nature conservation of plant species. Despite well-studied relationships among environmental, genetic, and intraspecific trait variation (ITV), the influence of population size on these aspects is less understood. To assess the sources of population size variation, but also its impact on genetic, functional trait, and performance aspects, we conducted detailed population size estimations, assessed 23 abiotic and biotic environmental habitat factors, performed population genetic analyses using nine microsatellite markers, and recorded nine functional traits based on 260 Trifolium montanum individuals from 13 semi-dry grassland locations of Central Europe. Modern statistical analyses based on a multivariate framework (path analysis) with preselected linear regression models revealed that the variation of abiotic factors (in contrast to factors per se) almost completely, significantly explained fluctuations in population size (R 2 = .93). In general, abiotic habitat variation (heterogeneity) was not affected by habitat area. Population size significantly explained genetic diversity (N A: R 2 = .42, H o: R 2 = .67, H e: R 2 = .43, and I: R 2 = .59), inbreeding (F IS: R 2 = .35), and differentiation (G ST: R 2 = .20). We also found that iFDCV (ITV) was significantly explained by abiotic habitat heterogeneity, and to a lesser extent by genetic diversity H e (R 2 = .81). Nevertheless, habitat heterogeneity did not statistically affect genetic diversity. This may be due to the use of selectively neutral microsatellite markers, and possibly by insufficient abiotic selective pressures on habitats examined. Small T. montanum populations in nonoptimal habitats were characterized by reduced genetic and functional trait diversity, and elevated genetic inbreeding and differentiation. This indicates reduced adaptability to current and future environmental changes. The long-term survival of small populations with reduced genetic diversity and beginning inbreeding will be highly dependent on habitat protection and adequate land-use actions.
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Affiliation(s)
- Kevin Karbstein
- Institute of Ecology and EvolutionFriedrich Schiller UniversityJenaGermany
- Department of Systematics, Biodiversity and Evolution of Plants (with Herbarium)Albrecht‐von‐Haller Institute for Plant SciencesUniversity of GöttingenGöttingenGermany
- Department of Biogeochemical IntegrationMax Planck Institute for BiogeochemistryJenaGermany
| | - Christine Römermann
- Institute of Ecology and EvolutionFriedrich Schiller UniversityJenaGermany
- German Centre for Integrative Biodiversity Research (iDiv) Halle‐Jena‐LeipzigLeipzigGermany
| | - Frank Hellwig
- Institute of Ecology and EvolutionFriedrich Schiller UniversityJenaGermany
| | - Kathleen Prinz
- Institute of Ecology and EvolutionFriedrich Schiller UniversityJenaGermany
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Halliday FW, Czyżewski S, Laine AL. Intraspecific trait variation and changing life-history strategies explain host community disease risk along a temperature gradient. Philos Trans R Soc Lond B Biol Sci 2023; 378:20220019. [PMID: 36744568 PMCID: PMC9900715 DOI: 10.1098/rstb.2022.0019] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023] Open
Abstract
Predicting how climate change will affect disease risk is complicated by the fact that changing environmental conditions can affect disease through direct and indirect effects. Species with fast-paced life-history strategies often amplify disease, and changing climate can modify life-history composition of communities thereby altering disease risk. However, individuals within a species can also respond to changing conditions with intraspecific trait variation. To test the effect of temperature, as well as inter- and intraspecifc trait variation on community disease risk, we measured foliar disease and specific leaf area (SLA; a proxy for life-history strategy) on more than 2500 host (plant) individuals in 199 communities across a 1101 m elevational gradient in southeastern Switzerland. There was no direct effect of increasing temperature on disease. Instead, increasing temperature favoured species with higher SLA, fast-paced life-history strategies. This effect was balanced by intraspecific variation in SLA: on average, host individuals expressed lower SLA with increasing temperature, and this effect was stronger among species adapted to warmer temperatures and lower latitudes. These results demonstrate how impacts of changing temperature on disease may depend on how temperature combines and interacts with host community structure while indicating that evolutionary constraints can determine how these effects are manifested under global change. This article is part of the theme issue 'Infectious disease ecology and evolution in a changing world'.
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Affiliation(s)
- Fletcher W. Halliday
- Department of Evolutionary Biology and Environmental Studies, University of Zurich, 8057 Zurich, Switzerland
| | - Szymon Czyżewski
- Department of Evolutionary Biology and Environmental Studies, University of Zurich, 8057 Zurich, Switzerland
| | - Anna-Liisa Laine
- Department of Evolutionary Biology and Environmental Studies, University of Zurich, 8057 Zurich, Switzerland,Research Centre for Ecological Change, Organismal & Evolutionary Biology Research Programme, Faculty of Biological and Environmental Sciences, University of Helsinki, PO Box 65, Helsinki FI-00014, Finland
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Pelletier E, de Lafontaine G. Jack pine of all trades: Deciphering intraspecific variability of a key adaptive trait at the rear edge of a widespread fire-embracing North American conifer. Am J Bot 2023; 110:e16111. [PMID: 36462149 DOI: 10.1002/ajb2.16111] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/25/2022] [Revised: 11/18/2022] [Accepted: 11/21/2022] [Indexed: 06/17/2023]
Abstract
PREMISE Understanding mechanisms fostering long-term persistence of marginal populations should provide key insights about species resilience facing climate change. Cone serotiny is a key adaptive trait in Pinus banksiana (jack pine), which shows phenotypic variation according to the fire regime. Compared to range-core populations within the fire-prone boreal forest, low and variable serotiny in rear-edge populations suggest local adaptation to uncommon and unpredictable wildfire regime. We assessed environmental/physiological factors that might modulate intraspecific variation in cone serotiny. METHODS We experimentally subjected closed cones to incrementing temperatures, then tested seed germination to determine whether and how various ecological factors (cone age, branch height, tree size, tree age) are related to cone dehiscence and seed viability in jack pines from rear-edge and range-core populations in eastern Canada. RESULTS Cones from rear-edge populations dehisce at a lower opening temperature, which increases with cone age. Cones from range-core stands open at a more constant, yet higher temperature. Cones from rear-edge stands take between 13 and 27 years to reach the level of serotiny achieved at the range core. At the rear edge, seed viability is steady (51%), whereas it decreases from 70% to 30% in 20 years at the range core. CONCLUSIONS We inferred the mechanisms of a bet-hedging strategy in rear-edge populations, which ensures steady recruitment during fire-free intervals and successful postfire regeneration. This capacity to cope with infrequent and unpredictable fire regime should increase the resilience of jack pine populations as global changes alter fire dynamics of the boreal forest.
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Affiliation(s)
- Emmanuelle Pelletier
- Canada Research Chair in Integrative Biology of the Northern Flora, Département de biologie, chimie et géographie, Centre for Northern Studies, Centre for Forest Research, Université du Québec à Rimouski, Rimouski, Québec, Canada
| | - Guillaume de Lafontaine
- Canada Research Chair in Integrative Biology of the Northern Flora, Département de biologie, chimie et géographie, Centre for Northern Studies, Centre for Forest Research, Université du Québec à Rimouski, Rimouski, Québec, Canada
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Wheeler GR, Brassil CE, Knops JMH. Functional traits' annual variation exceeds nitrogen-driven variation in grassland plant species. Ecology 2023; 104:e3886. [PMID: 36208107 PMCID: PMC10078297 DOI: 10.1002/ecy.3886] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/20/2021] [Revised: 06/08/2022] [Accepted: 08/09/2022] [Indexed: 02/03/2023]
Abstract
Effective application of functional trait approaches to ecological questions requires understanding the patterns of trait variation within species as well as between them. However, few studies address the potential for intraspecific variation to occur on a temporal basis and, thus, for trait-based findings to be contingent upon sampling year. To quantify annual variation in the functional traits of grassland plant species, we measured specific leaf area, leaf dry matter content, plant height, and chlorophyll content in 12 shortgrass prairie plant species. We repeated these measurements across 4 years, both in long-term nitrogen addition plots and in corresponding control plots. Three of the four traits showed significant year-to-year variation in a linear mixed model analysis, generally following a pattern of more acquisitive leaf economics spectrum traits in higher rainfall years. Furthermore, two of the measured traits responded interactively to nitrogen addition and sampling year, although only one, leaf dry matter content, showed the expected pattern of stronger nitrogen responses in high rainfall years. For leaf dry matter content and specific leaf area, trait responses to sampling year were larger than responses to the nitrogen addition treatment. These findings illustrate that species' functional traits can respond strongly to environmental changes across years, and thus that trait variation in a species or community is likely to extend beyond the values and patterns observed in any single year.
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Affiliation(s)
- George R Wheeler
- School of Biological Sciences, University of Nebraska-Lincoln, Lincoln, Nebraska, USA
| | - Chad E Brassil
- School of Biological Sciences, University of Nebraska-Lincoln, Lincoln, Nebraska, USA
| | - Johannes M H Knops
- School of Biological Sciences, University of Nebraska-Lincoln, Lincoln, Nebraska, USA.,Department of Health and Environmental Sciences, Xian Jiaotong-Liverpool University, Suzhou, China
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13
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Li X, Klauschies T, Yang W, Yang Z, Gaedke U. Trait adaptation enhances species coexistence and reduces bistability in an intraguild predation module. Ecol Evol 2023; 13:e9749. [PMID: 36703712 PMCID: PMC9871339 DOI: 10.1002/ece3.9749] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2022] [Revised: 01/02/2023] [Accepted: 01/03/2023] [Indexed: 01/25/2023] Open
Abstract
Disentangling how species coexist in an intraguild predation (IGP) module is a great step toward understanding biodiversity conservation in complex natural food webs. Trait variation enabling individual species to adjust to ambient conditions may facilitate coexistence. However, it is still unclear how coadaptation of all species within the IGP module, constrained by complex trophic interactions and trade-offs among species-specific traits, interactively affects species coexistence and population dynamics. We developed an adaptive IGP model allowing prey and predator species to mutually adjust their species-specific defensive and offensive strategies to each other. We investigated species persistence, the temporal variation of population dynamics, and the occurrence of bistability in IGP models without and with trait adaptation along a gradient of enrichment represented by carrying capacity of the basal prey for different widths and speeds of trait adaptation within each species. Results showed that trait adaptation within multiple species greatly enhanced the coexistence of all three species in the module. A larger width of trait adaptation facilitated species coexistence independent of the speed of trait adaptation at lower enrichment levels, while a sufficiently large and fast trait adaptation promoted species coexistence at higher enrichment levels. Within the oscillating regime, increasing the speed of trait adaptation reduced the temporal variability of biomasses of all species. Finally, species coadaptation strongly reduced the presence of bistability and promoted the attractor with all three species coexisting. These findings resolve the contradiction between the widespread occurrence of IGP in nature and the theoretical predictions that IGP should only occur under restricted conditions and lead to unstable population dynamics, which broadens the mechanisms presumably underlying the maintenance of IGP modules in nature. Generally, this study demonstrates a decisive role of mutual adaptation among complex trophic interactions, for enhancing interspecific diversity and stabilizing food web dynamics, arising, for example, from intraspecific diversity.
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Affiliation(s)
- Xiaoxiao Li
- Guangdong Provincial Key Laboratory of Water Quality Improvement and Ecological Restoration for Watersheds, School of Ecology, Environment and ResourcesGuangdong University of TechnologyGuangzhouChina,State Key Laboratory of Water Environment Simulation, School of EnvironmentBeijing Normal UniversityBeijingChina,Southern Marine Science and Engineering Guangdong Laboratory (Guangzhou)GuangzhouChina
| | - Toni Klauschies
- Department of Ecology and Ecosystem ModellingInstitute of Biochemistry and Biology, University of PotsdamPotsdamGermany
| | - Wei Yang
- State Key Laboratory of Water Environment Simulation, School of EnvironmentBeijing Normal UniversityBeijingChina,Yellow River Estuary Wetland Ecosystem Observation and Research StationMinistry of EducationShandongChina
| | - Zhifeng Yang
- Guangdong Provincial Key Laboratory of Water Quality Improvement and Ecological Restoration for Watersheds, School of Ecology, Environment and ResourcesGuangdong University of TechnologyGuangzhouChina,State Key Laboratory of Water Environment Simulation, School of EnvironmentBeijing Normal UniversityBeijingChina,Southern Marine Science and Engineering Guangdong Laboratory (Guangzhou)GuangzhouChina
| | - Ursula Gaedke
- Department of Ecology and Ecosystem ModellingInstitute of Biochemistry and Biology, University of PotsdamPotsdamGermany
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14
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Burkle LA, Zabinski CA. Mycorrhizae influence plant vegetative and floral traits and intraspecific trait variation. Am J Bot 2023; 110:e16099. [PMID: 36371729 DOI: 10.1002/ajb2.16099] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/01/2022] [Revised: 10/19/2022] [Accepted: 10/20/2022] [Indexed: 06/16/2023]
Abstract
PREMISE Arbuscular mycorrhizal fungi (AMF) can strongly influence host plant vegetative growth, but less is known about AMF effects on other plant traits, the relative impacts of AMF on vegetative growth versus floral traits, or AMF-induced intraspecific variation in traits. METHODS In an experimental greenhouse study, we inoculated seven species of wildflowers with six species of AMF in a factorial design. We assessed how the AMF-forb combinations influenced plant survival, vegetative biomass, and floral traits and whether AMF effects on floral traits were similar in magnitude and direction to effects on vegetative biomass. For one forb species, we investigated intraspecific plant trait variation within and across AMF treatments. RESULTS AMF species varied from negative to positive in their effects on host plants. AMF often had inconsistent effects on vegetative biomass versus floral traits, and therefore, quantifying one or the other may provide a misleading representation of potential AMF effects. AMF treatments generated key variation in plant traits, especially floral traits, with potential consequences for plant-pollinator interactions. Given increased intraspecific trait variation in Linum lewisii plants across AMF species compared to uninoculated individuals or single AMF treatments, local AMF diversity and their host plant associations may scale up to influence community-wide patterns of trait variation and species interactions. CONCLUSIONS These results have implications for predicting how aboveground communities are affected by belowground communities. Including AMF effects on not just host plant biomass but also functional traits and trait variation will deepen our understanding of community structure and function, including pollination.
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Affiliation(s)
- Laura A Burkle
- Department of Ecology, Montana State University, Bozeman, MT, 59717, USA
| | - Catherine A Zabinski
- Department of Land Resources and Environmental Sciences, Montana State University, Bozeman, MT, 59717, USA
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15
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Martin AR, Mariani RO, Dörr de Quadros P, Fulthorpe RR. The influence of biofertilizers on leaf economics spectrum traits in a herbaceous crop. J Exp Bot 2022; 73:7552-7563. [PMID: 36103721 DOI: 10.1093/jxb/erac373] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/24/2022] [Accepted: 09/13/2022] [Indexed: 06/15/2023]
Abstract
Microbial inoculations or 'biofertilizers' represent novel contributions to sustainable agriculture. While belowground mechanisms surrounding how biofertilizers enhance crop production are well described, their role in aboveground trait expression remains less well explored. We quantified infraspecific variation in leaf economics spectrum (LES) traits in response to 10 biofertilizer treatments in basil (Ocimum basiclicum) cultivated under hydroponic conditions. Multiple physiological (i.e. maximum photosynthesis rates (A), dark respiration (R), and leaf-level light compensation points) and morphological (i.e. leaf mass per area (LMA) and leaf thickness) traits varied significantly across microbial treatments. Following treatments, basil plants differentiated from one another along an infraspecific LES, with certain plants expressing more resource-acquiring LES trait values (i.e. high A, R, leaf N, and low LMA), versus others that expressed the opposite suite of resource-conserving LES trait values. Infraspecific trait covariation largely matched LES patterns observed among plants globally. Bivariate and multivariate trait analyses further revealed that certain treatments-namely those including closely related Bacillus and Brevibacillus species strains-increased leaf resource capture traits such as A and leaf N. Biofertilizers influence plant performance through a role in moderating infraspecific leaf trait variation, thereby suggesting aboveground leaf traits may be used to diagnose optimal biofertilizer formulations in basil and other crops.
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Affiliation(s)
- Adam R Martin
- Department of Physical and Environmental Sciences, University of Toronto Scarborough, Toronto, Ontario, Canada
| | - Rachel O Mariani
- Department of Physical and Environmental Sciences, University of Toronto Scarborough, Toronto, Ontario, Canada
| | - Patricia Dörr de Quadros
- Department of Physical and Environmental Sciences, University of Toronto Scarborough, Toronto, Ontario, Canada
| | - Roberta R Fulthorpe
- Department of Physical and Environmental Sciences, University of Toronto Scarborough, Toronto, Ontario, Canada
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16
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Macklin SC, Mariani RO, Young EN, Kish R, Cathline KA, Robertson G, Martin AR. Intraspecific Leaf Trait Variation across and within Five Common Wine Grape Varieties. Plants (Basel) 2022; 11:2792. [PMID: 36297816 PMCID: PMC9611564 DOI: 10.3390/plants11202792] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/29/2022] [Revised: 10/14/2022] [Accepted: 10/17/2022] [Indexed: 06/16/2023]
Abstract
Variability in traits forming the Leaf Economics Spectrum (LES) among and within crop species plays a key role in governing agroecosystem processes. However, studies evaluating the extent, causes, and consequences of within-species variation in LES traits for some of the world's most common crops remain limited. This study quantified variations in nine leaf traits measured across 90 vines of five common wine grape (Vitis vinifera L.) varieties at two growth stages (post-flowering and veraison). Grape traits in these varieties covary along an intraspecific LES, in patterns similar to those documented in wild plants. Across the five varieties evaluated here, high rates of photosynthesis (A) and leaf nitrogen (N) concentrations were coupled with low leaf mass per area (LMA), whereas the opposite suite of traits defined the "resource-conserving end" of this intraspecific LES in grape. Variety identity was the strongest predictor of leaf physiological (A) and morphological traits (i.e., leaf area and leaf mass), whereas leaf chemical traits and LMA were best explained by growth stage. All five varieties expressed greater resource-conserving trait syndromes (i.e., higher LMA, lower N, and lower Amass) later in the growing season. Traits related to leaf hydraulics, including instantaneous water-use efficiency (WUE), were unrelated to LES and other resource capture traits, and were better explained by spatial location. These results highlight the relative contributions of genetic, developmental, and phenotypic factors in structuring trait variation in the five wine grape varieties evaluated here, and point to a key role of domestication in governing trait relationships in the world's crops.
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Affiliation(s)
- Samantha C. Macklin
- Department of Physical and Environmental Sciences, University of Toronto Scarborough, Toronto, ON M1C 1A4, Canada
| | - Rachel O. Mariani
- Department of Physical and Environmental Sciences, University of Toronto Scarborough, Toronto, ON M1C 1A4, Canada
| | - Emily N. Young
- Department of Physical and Environmental Sciences, University of Toronto Scarborough, Toronto, ON M1C 1A4, Canada
| | - Rosalyn Kish
- Department of Physical and Environmental Sciences, University of Toronto Scarborough, Toronto, ON M1C 1A4, Canada
| | - Kimberley A. Cathline
- Horticultural & Environmental Sciences Innovation Centre, Niagara College, Niagara-on-the-Lake, ON L0S 1J0, Canada
| | - Gavin Robertson
- Horticultural & Environmental Sciences Innovation Centre, Niagara College, Niagara-on-the-Lake, ON L0S 1J0, Canada
| | - Adam R. Martin
- Department of Physical and Environmental Sciences, University of Toronto Scarborough, Toronto, ON M1C 1A4, Canada
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17
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Li TX, Shen-Tu XL, Xu L, Zhang WJ, Duan JP, Song YB, Dong M. Intraspecific and sex-dependent variation of leaf traits along altitude gradient in the endangered dioecious tree Taxus fuana Nan Li & R.R. Mill. Front Plant Sci 2022; 13:996750. [PMID: 36325570 PMCID: PMC9618961 DOI: 10.3389/fpls.2022.996750] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/18/2022] [Accepted: 09/09/2022] [Indexed: 06/16/2023]
Abstract
Plant intraspecific trait variation (ITV) including sex-dependent differences are matters of many ecological consequences, from individual to ecosystem, especially in endangered and rare species. Taxus fuana is an endangered dioecious species with small and isolated populations endemic to the Himalayas region. Little is known about its trait variation between sexes, and among populations. In this study, 18 leaf traits from 179 reproductive trees (males and females) along the altitude (2600-3200m a.s.l.) of the T. fuana populations distributed in Gyirong County, Tibet, China, were measured. ITV and sources of variation in leaf traits were assessed. The relationship between leaf traits of males and females and altitude was analyzed separately. Variations in leaf traits of T. fuana ranged from 3.1% to 24.2%, with the smallest in leaf carbon content and the largest in leaf thickness to area ratio. On average 78.13% of the variation in leaf traits was from within populations and 21.87% among populations. The trends in leaf width, leaf nitrogen to phosphorus ratio, leaf carbon to nitrogen ratio, leaf carbon isotope ratio, and leaf nitrogen isotope ratio in relation to altitude were the same for males and females. Leaf length to width ratio varied significantly with altitude only in males, while leaf phosphorus content, leaf nitrogen content, and leaf carbon to phosphorus ratio varied significantly with altitude only in females. The correlation coefficients of most leaf traits of females with altitude were larger than that of males. In the relationship between leaf traits, there was a high similarity among males and females, but the altitude accounted for more explanation in females than in males. Our results suggested that the variation in leaf traits of T. fuana was small and did not dominate the interspecific competition in the local communities. Adaptation to the altitude gradient of T. fuana might be through altering nutrient storage processes and water use efficiency. Adaptation of male and female T. fuana to environmental changes showed differences, where the males were more tolerant and the females responded greatly to altitude. The differences in adaptation strategies between male and female T. fuana may be detrimental to the maintenance of their populations.
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Affiliation(s)
| | | | | | | | | | | | - Ming Dong
- *Correspondence: Yao-Bin Song, ; Ming Dong,
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18
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Christie K, Pierson NR, Lowry DB, Holeski LM. Local adaptation of seed and seedling traits along a natural aridity gradient may both predict and constrain adaptive responses to climate change. Am J Bot 2022; 109:1529-1544. [PMID: 36129014 PMCID: PMC9828382 DOI: 10.1002/ajb2.16070] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/11/2022] [Accepted: 08/23/2022] [Indexed: 06/15/2023]
Abstract
PREMISE Variation in seed and seedling traits underlies how plants interact with their environment during establishment, a crucial life history stage. We quantified genetic-based variation in seed and seedling traits in populations of the annual plant Plantago patagonica across a natural aridity gradient, leveraging natural intraspecific variation to predict how populations might evolve in response to increasing aridity associated with climate change in the Southwestern U.S. METHODS We quantified seed size, seed size variation, germination timing, and specific leaf area in a greenhouse common garden, and related these traits to the climates of source populations. We then conducted a terminal drought experiment to determine which traits were most predictive of survival under early-season drought. RESULTS All traits showed evidence of clinal variation-seed size decreased, germination timing accelerated, and specific leaf area increased with increasing aridity. Populations with more variable historical precipitation regimes showed greater variation in seed size, suggestive of past selection shaping a diversified bet-hedging strategy mediated by seed size. Seedling height, achieved via larger seeds or earlier germination, was a significant predictor of survival under drought. CONCLUSIONS We documented substantial interspecific trait variation as well as clinal variation in several important seed and seedling traits, yet these slopes were often opposite to predictions for how individual traits might confer drought tolerance. This work shows that plant populations may adapt to increasing aridity via correlated trait responses associated with alternative life history strategies, but that trade-offs might constrain adaptive responses in individual traits.
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Affiliation(s)
- Kyle Christie
- Department of Biological SciencesNorthern Arizona UniversityFlagstaff, Arizona86011USA
- Department of Plant BiologyMichigan State UniversityEast Lansing, Michigan48824USA
| | - Natalie R. Pierson
- Department of Biological SciencesNorthern Arizona UniversityFlagstaff, Arizona86011USA
| | - David B. Lowry
- Department of Plant BiologyMichigan State UniversityEast Lansing, Michigan48824USA
| | - Liza M. Holeski
- Department of Biological SciencesNorthern Arizona UniversityFlagstaff, Arizona86011USA
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19
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De Pasqual C, Suisto K, Kirvesoja J, Gordon S, Ketola T, Mappes J. Heterozygote advantage and pleiotropy contribute to intraspecific color trait variability. Evolution 2022; 76:2389-2403. [PMID: 35984008 PMCID: PMC9805086 DOI: 10.1111/evo.14597] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2022] [Revised: 06/23/2022] [Accepted: 06/29/2022] [Indexed: 01/22/2023]
Abstract
The persistence of intrapopulation phenotypic variation typically requires some form of balancing selection because drift and directional selection eventually erode genetic variation. Heterozygote advantage remains a classic explanation for the maintenance of genetic variation in the face of selection. However, examples of heterozygote advantage, other than those associated with disease resistance, are rather uncommon. Across most of its distribution, males of the aposematic moth Arctia plantaginis have two hindwing phenotypes determined by a heritable one locus-two allele polymorphism (genotypes: WW/Wy = white morph, yy = yellow morph). Using genotyped moths, we show that the presence of one or two copies of the yellow allele affects several life-history traits. Reproductive output of both males and females and female mating success are negatively affected by two copies of the yellow allele. Females carrying one yellow allele (i.e., Wy) have higher fertility, hatching success, and offspring survival than either homozygote, thus leading to strong heterozygote advantage. Our results indicate strong female contribution especially at the postcopulatory stage in maintaining the color polymorphism. The interplay between heterozygote advantage, yellow allele pleiotropic effect, and morph-specific predation pressure may exert balancing selection on the color locus, suggesting that color polymorphism may be maintained through complex interactions between natural and sexual selection.
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Affiliation(s)
- Chiara De Pasqual
- Department of Biological and Environmental Science, University of Jyväskylä, Jyväskylä, 40014, Finland.,Organismal and Evolutionary Biology Research Program, University of Helsinki, Helsinki, 00014, Finland
| | - Kaisa Suisto
- Department of Biological and Environmental Science, University of Jyväskylä, Jyväskylä, 40014, Finland
| | - Jimi Kirvesoja
- Department of Biological and Environmental Science, University of Jyväskylä, Jyväskylä, 40014, Finland
| | - Swanne Gordon
- Department of Ecology and Evolutionary Biology, Cornell University, Ithaca, New York, 14853
| | - Tarmo Ketola
- Department of Biological and Environmental Science, University of Jyväskylä, Jyväskylä, 40014, Finland
| | - Johanna Mappes
- Department of Biological and Environmental Science, University of Jyväskylä, Jyväskylä, 40014, Finland.,Organismal and Evolutionary Biology Research Program, University of Helsinki, Helsinki, 00014, Finland
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20
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Jiang F, Cadotte MW, Jin G. Size- and environment-driven seedling survival and growth are mediated by leaf functional traits. Proc Biol Sci 2022; 289:20221400. [PMID: 36168755 PMCID: PMC9515624 DOI: 10.1098/rspb.2022.1400] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
Ecologists usually find that plant demography (e.g. survival and growth) changes along with plant size and environmental gradients, which suggests the effects of ontogeny-related processes and abiotic filtering. However, the role of functional traits underlying the size– and environment–demography relationships is usually overlooked. By measuring individual-level leaf traits of more than 2700 seedlings in a temperate forest, we evaluated how seedling traits mediated the size– and environment–demography relationships. We found leaves were larger for taller seedlings; leaf economics traits were more conservative in taller seedlings and under high-light and low-elevation conditions. Structural equation modelling showed that a higher survival probability for taller seedlings was indirectly driven by their larger leaf area. Although taller seedlings had lower growth rates, larger and more resource-conservative leaves could promote the growth of these tall seedlings. Environmental variables did not influence seedling survival and growth directly but did influence growth indirectly by mediating trait variation. Finally, species-specific variation in traits along with size and environments was associated with the species-specific variation in seedling survival and growth. Our study suggests that not only plant ontogeny- and environment-related ecological processes, but functional traits are also important intermediary agents underlying plant size– and environment–demography relationships.
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Affiliation(s)
- Feng Jiang
- Center for Ecological Research, Northeast Forestry University, Harbin 150040, People's Republic of China.,Department of Biological Sciences, University of Toronto Scarborough, Toronto, ON, Canada
| | - Marc W Cadotte
- Department of Biological Sciences, University of Toronto Scarborough, Toronto, ON, Canada.,Ecology and Evolutionary Biology, University of Toronto, Toronto, ON, Canada
| | - Guangze Jin
- Center for Ecological Research, Northeast Forestry University, Harbin 150040, People's Republic of China.,Key Laboratory of Sustainable Forest Ecosystem Management-Ministry of Education, Northeast Forestry University, Harbin 150040, People's Republic of China.,Northeast Asia Biodiversity Research Center, Northeast Forestry University, Harbin 150040, People's Republic of China
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21
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Weemstra M, Roumet C, Cruz-Maldonado N, Anthelme F, Stokes A, Freschet GT. Environmental variation drives the decoupling of leaf and root traits within species along an elevation gradient. Ann Bot 2022; 130:419-430. [PMID: 35405006 PMCID: PMC9486920 DOI: 10.1093/aob/mcac052] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/10/2022] [Accepted: 04/06/2022] [Indexed: 06/14/2023]
Abstract
BACKGROUND AND AIMS Plant performance is enhanced by balancing above- and below-ground resource uptake through the intraspecific adjustment of leaf and root traits. It is assumed that these organ adjustments are at least partly coordinated, so that analogous leaf and root traits broadly covary. Understanding the extent of such intraspecific leaf-root trait covariation would strongly contribute to our understanding of how plants match above- and below-ground resource use strategies as their environment changes, but comprehensive studies are lacking. METHODS We measured analogous leaf and root traits from 11 species, as well as climate, soil and vegetation properties along a 1000-m elevation gradient in the French Alps. We determined how traits varied along the gradient, to what extent this variation was determined by the way different traits respond to environmental cues acting at different spatial scales (i.e. within and between elevations), and whether trait pairs covaried within species. KEY RESULTS Leaf and root trait patterns strongly diverged: across the 11 species along the gradient, intraspecific leaf trait patterns were largely consistent, whereas root trait patterns were highly idiosyncratic. We also observed that, when compared with leaves, intraspecific variation was greater in root traits, due to the strong effects of the local environment (i.e. at the same elevation), while landscape-level effects (i.e. at different elevations) were minor. Overall, intraspecific trait correlations between analogous leaf and root traits were nearly absent. CONCLUSIONS Our study suggests that environmental gradients at the landscape level, as well as local heterogeneity in soil properties, are the drivers of a strong decoupling between analogous leaf and root traits within species. This decoupling of plant resource acquisition strategies highlights how plants can exhibit diverse whole-plant acclimation strategies to modify above- and below-ground resource uptake, improving their resilience to environmental change.
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Affiliation(s)
| | - C Roumet
- CEFE, University of Montpellier, CNRS, EPHE, IRD, Montpellier, France
| | - N Cruz-Maldonado
- AMAP, INRAE, CIRAD, IRD, CNRS, University of Montpellier, Montpellier, France
| | - F Anthelme
- AMAP, INRAE, CIRAD, IRD, CNRS, University of Montpellier, Montpellier, France
| | - A Stokes
- AMAP, INRAE, CIRAD, IRD, CNRS, University of Montpellier, Montpellier, France
| | - G T Freschet
- Station d’Ecologie Théorique et Expérimentale, CNRS, 2 route du CNRS, 09200 Moulis, France
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22
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Zhao P, Li X, Ran R, Sun H, Zhao J, Chen G. Precipitation and local environment shape the geographic variation of seed size across natural populations of sand rice (Agriophyllum squarrosum). J Exp Bot 2022; 73:5682-5697. [PMID: 35603725 PMCID: PMC9467651 DOI: 10.1093/jxb/erac231] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/20/2021] [Accepted: 05/20/2022] [Indexed: 06/15/2023]
Abstract
Sand rice (Agriophyllum squarrosum) is widely distributed on dunes in the Asian interior arid zone, and its large intraspecific trait variation makes it a very good model for investigating the ecological processes underlying its adaptation to the desert environment. In this study, seed size variation across 68 natural populations was used to establish geographic patterns and to quantify the effects of the climate, soil, and collection-year weather variables. The length of the seed major axis and thousand seed weight (TSW) both showed significant longitudinal patterns. Long-term climate variables accounted for most of the explained variances for seed major axis (57.20%) and TSW (91.54%). Specifically, annual precipitation and minimum monthly precipitation had the most significantly positive and negative effects, indicating that longitudinal clines are driven by a precipitation gradient across the species' distribution range. A substantial unique effect of soil variables (27.27%) was found for seed major axis variation, but only 3.64% of TSW variation was explained by soil variables. Two extreme groups were selected to evaluate the genetic and plastic effects on seed size in a common garden experiment. Large-seeded individuals were more competitive in semi-arid regions, and had stronger adaptive plasticity as well as better performance in early seedling establishment, and hence they have potential for use in future domestication projects.
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Affiliation(s)
| | - Xiaofeng Li
- Key Laboratory of Stress Physiology and Ecology in Cold and Arid Regions, Gansu Province, Northwest Institute of Eco-Environment and Resources, Chinese Academy of Sciences, Lanzhou 730000, P.R. China
- University of Chinese Academy of Sciences, Beijing 100049, P.R. China
| | - Ruilan Ran
- Key Laboratory of Stress Physiology and Ecology in Cold and Arid Regions, Gansu Province, Northwest Institute of Eco-Environment and Resources, Chinese Academy of Sciences, Lanzhou 730000, P.R. China
- University of Chinese Academy of Sciences, Beijing 100049, P.R. China
| | - Hong Sun
- Key Laboratory of Stress Physiology and Ecology in Cold and Arid Regions, Gansu Province, Northwest Institute of Eco-Environment and Resources, Chinese Academy of Sciences, Lanzhou 730000, P.R. China
- University of Chinese Academy of Sciences, Beijing 100049, P.R. China
| | - Jiecai Zhao
- Key Laboratory of Stress Physiology and Ecology in Cold and Arid Regions, Gansu Province, Northwest Institute of Eco-Environment and Resources, Chinese Academy of Sciences, Lanzhou 730000, P.R. China
- Shapotou Desert Research and Experiment Station, Northwest Institute of Eco-Environment and Resources, Chinese Academy of Sciences, Lanzhou 730000, P.R. China
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Vicente E, Didion-Gency M, Morcillo L, Morin X, Vilagrosa A, Grossiord C. Aridity and cold temperatures drive divergent adjustments of European beech xylem anatomy, hydraulics and leaf physiological traits. Tree Physiol 2022; 42:1720-1735. [PMID: 35285500 DOI: 10.1093/treephys/tpac029] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/17/2022] [Accepted: 03/08/2022] [Indexed: 06/14/2023]
Abstract
Understanding plant trait coordination and variance across climatic gradients is critical for assessing forests' adaptive potential to climate change. We measured 11 hydraulic, anatomical and leaf-level physiological traits in European beech (Fagus sylvatica L.) along a moisture and temperature gradient in the French Alps. We assessed how traits covaried, and how their population-level variances shifted along the gradient. The intrapopulation variances of vessel size and xylem-specific conductivity reduced in colder locations as narrow vessels were observed in response to low temperature. This decreased individual-level water transport capacity compared with the warmer and more xeric sites. Conversely, the maximum stomatal conductance and Huber value variances were constrained in the arid and warm locations, where trees showed restricted gas exchange and higher xylem-specific conductivity. The populations growing under drier and warmer conditions presented wide variance for the xylem anatomical and hydraulic traits. Our results suggest that short-term physiological acclimation to raising aridity and heat in southern beech populations may occur mainly at the leaf level. Furthermore, the wide variance of the xylem anatomical and hydraulic traits at these sites may be advantageous since more heterogeneous hydraulic conductivity could imply populations' greater tree-tree complementarity and resilience against climatic variability. Our study highlights that both intrapopulation trait variance and trait network analysis are key approaches for understanding species adaptation and the acclimation potential to a shifting environment.
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Affiliation(s)
- Eduardo Vicente
- Department of Ecology, Faculty of Sciences, IMEM Ramón Margalef, University of Alicante, C. San Vicente del Raspeig, s/n, Alicante 03080, Spain
- CEAM Foundation, Joint Research Unit University of Alicante-CEAM, Department of Ecology, University of Alicante, PO Box 99, C. San Vicente del Raspeig, s/n, Alicante 03080, Spain
| | - Margaux Didion-Gency
- Ecosystem Ecology, Forest Dynamics Unit, Swiss Federal Institute for Forest, Snow and Landscape WSL, Zürcherstrasse 111, Birmensdorf 8903, Switzerland
| | - Luna Morcillo
- CEAM Foundation, Joint Research Unit University of Alicante-CEAM, Department of Ecology, University of Alicante, PO Box 99, C. San Vicente del Raspeig, s/n, Alicante 03080, Spain
| | - Xavier Morin
- CEFE UMR 5175 (CNRS, Université de Montpellier, Université Paul-Valéry Montpellier, EPHE, IRD), 1919 Route de Mende, Montpellier Cedex 5 F-34293, France
| | - Alberto Vilagrosa
- CEAM Foundation, Joint Research Unit University of Alicante-CEAM, Department of Ecology, University of Alicante, PO Box 99, C. San Vicente del Raspeig, s/n, Alicante 03080, Spain
| | - Charlotte Grossiord
- Plant Ecology Research Laboratory PERL, School of Architecture, Civil and Environmental Engineering, EPFL, PO box 96, Lausanne CH-1015, Switzerland
- Functional Plant Ecology, Community Ecology Unit, Swiss Federal Institute for Forest, Snow and Landscape WSL, PO box 96, Lausanne CH-1015, Switzerland
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24
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Gorné LD, Díaz S, Minden V, Onoda Y, Kramer K, Muir C, Michaletz ST, Lavorel S, Sharpe J, Jansen S, Slot M, Chacon E, Boenisch G. The acquisitive-conservative axis of leaf trait variation emerges even in homogeneous environments. Ann Bot 2022; 129:709-722. [PMID: 33245747 PMCID: PMC9113165 DOI: 10.1093/aob/mcaa198] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/14/2020] [Accepted: 11/18/2020] [Indexed: 05/12/2023]
Abstract
BACKGROUND AND AIMS The acquisitive-conservative axis of plant ecological strategies results in a pattern of leaf trait covariation that captures the balance between leaf construction costs and plant growth potential. Studies evaluating trait covariation within species are scarcer, and have mostly dealt with variation in response to environmental gradients. Little work has been published on intraspecific patterns of leaf trait covariation in the absence of strong environmental variation. METHODS We analysed covariation of four leaf functional traits [specific leaf area (SLA) leaf dry matter content (LDMC), force to tear (Ft) and leaf nitrogen content (Nm)] in six Poaceae and four Fabaceae species common in the dry Chaco forest of Central Argentina, growing in the field and in a common garden. We compared intraspecific covariation patterns (slopes, correlation and effect size) of leaf functional traits with global interspecific covariation patterns. Additionally, we checked for possible climatic and edaphic factors that could affect the intraspecific covariation pattern. KEY RESULTS We found negative correlations for the LDMC-SLA, Ft-SLA, LDMC-Nm and Ft-Nm trait pairs. This intraspecific covariation pattern found both in the field and in the common garden and not explained by climatic or edaphic variation in the field follows the expected acquisitive-conservative axis. At the same time, we found quantitative differences in slopes among different species, and between these intraspecific patterns and the interspecific ones. Many of these differences seem to be idiosyncratic, but some appear consistent among species (e.g. all the intraspecific LDMC-SLA and LDMC-Nm slopes tend to be shallower than the global pattern). CONCLUSIONS Our study indicates that the acquisitive-conservative leaf functional trait covariation pattern occurs at the intraspecific level even in the absence of relevant environmental variation in the field. This suggests a high degree of variation-covariation in leaf functional traits not driven by environmental variables.
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Affiliation(s)
- Lucas D Gorné
- Universidad Nacional de Córdoba, Facultad de Ciencias Exactas Físicas y Naturales, Córdoba, Argentina
- Consejo Nacional de Investigaciones Científicas y Técnicas, CONICET, IMBiV, Córdoba, Argentina
- For correspondence. E-mail
| | - Sandra Díaz
- Universidad Nacional de Córdoba, Facultad de Ciencias Exactas Físicas y Naturales, Córdoba, Argentina
- Consejo Nacional de Investigaciones Científicas y Técnicas, CONICET, IMBiV, Córdoba, Argentina
| | - Vanessa Minden
- Institute of Biology and Environmental Sciences, Landscape Ecology Group, University of Oldenburg, Oldenburg, Germany
- Department of Biology, Ecology and Biodiversity, Vrije Universiteit Brussel, Brussels, Belgium
| | - Yusuke Onoda
- Division of Forest and Biomaterials Science, Graduate School of Agriculture, Kyoto University, Oiwake, Kitashirakawa, Kyoto, Japan
| | - Koen Kramer
- Wageningen University & Research, Wageningen University, The Netherlands
| | | | - Sean T Michaletz
- Department of Botany and Biodiversity Research Centre, University of British Columbia, Vancouver, British Columbia, Canada
| | | | | | - Steven Jansen
- Institute of Systematic Botany and Ecology, Ulm University, Ulm, Germany
| | - Martijn Slot
- Smithsonian Tropical Research Institute, Panama City, Republic of Panama
| | - Eduardo Chacon
- School of Biology, Universidad de Costa Rica, San José, Costa Rica
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25
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Zhou J, Cieraad E, van Bodegom PM. Global analysis of trait-trait relationships within and between species. New Phytol 2022; 233:1643-1656. [PMID: 34821399 PMCID: PMC9299860 DOI: 10.1111/nph.17879] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/28/2021] [Accepted: 11/16/2021] [Indexed: 06/13/2023]
Abstract
Some commonly reported trait-trait relationships between species, including the leaf economic spectrum (LES), are regarded as important plant strategies but whether these relationships represent plant strategies in reality remains unclear. We propose a novel approach to distinguish trait-trait relationships between species that may represent plant strategies vs those relationships that are the result of common drivers, by comparing the direction and strength of intraspecific trait variation (ITV) vs interspecific trait variation. We applied this framework using a unique global ITV database that we compiled, which included 11 traits related to LES, size and roots, and observations from 2064 species occurring in 1068 communities across 19 countries. Generally, compared to between species, trait-trait relationships within species were much weaker or totally disappeared. Almost only within the LES traits, the between-species trait-trait relationships were translated into positive relationships within species, which suggests that they may represent plant strategies. Moreover, the frequent coincidental trait-trait relationships between species, driven by co-varying common drivers, imply that in future research, decoupling of trait-trait relationships should be considered seriously in model projections of ecosystem functioning. Our study emphasizes the importance of describing the mechanisms behind trait-trait relationships, both between and within species, for deepening our understanding of general plant strategies.
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Affiliation(s)
- Jianhong Zhou
- Institute of Environmental Sciences (CML)Leiden University2333 CCLeidenthe Netherlands
| | - Ellen Cieraad
- Institute of Environmental Sciences (CML)Leiden University2333 CCLeidenthe Netherlands
- Nelson Marlborough Institute of Technology322 Hardy StreetNelson7010New Zealand
| | - Peter M. van Bodegom
- Institute of Environmental Sciences (CML)Leiden University2333 CCLeidenthe Netherlands
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26
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Zheng J, Jiang Y, Qian H, Mao Y, Zhang C, Tang X, Jin Y, Yi Y. Size-dependent and environment-mediated shifts in leaf traits of a deciduous tree species in a subtropical forest. Ecol Evol 2022; 12:e8516. [PMID: 35136561 PMCID: PMC8809444 DOI: 10.1002/ece3.8516] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2021] [Revised: 12/07/2021] [Accepted: 12/16/2021] [Indexed: 12/26/2022] Open
Abstract
AIMS Understanding the joint effects of plant development and environment on shifts of intraspecific leaf traits will advance the understandings of the causes of intraspecific trait variation. We address this question by focusing on a widespread species Clausena dunniana in a subtropical broad-leaved forest. METHODS We sampled 262 individuals of C. dunniana at two major topographic habitat types, the slope and hilltop, within the karst forests in Maolan Nature Reserve in southwestern China. We measured individual plant level leaf traits (i.e., specific leaf area (SLA), leaf area, leaf dry-matter content (LDMC), and leaf thickness) that are associated with plant resource-use strategies. We adopted a linear mixed-effects model in which the plant size (i.e., the first principal component of plant basal diameter and plant height) and environmental factors (i.e., topographic habitat, canopy height, and rock-bareness) were used as independent variables, to estimate their influences on the shifts of leaf traits. KEY RESULTS We found that (1) plant size and the environmental factors independently drove the intraspecific leaf trait shifts of C. dunniana, of which plant size explained less variances than environmental factors. (2) With increasing plant size, C. dunniana individuals had increasingly smaller SLA but larger sized leaves. (3) The most influential environmental factor was topographic habitat; it drove the shifts of all the four traits examined. Clausena dunniana individuals on hilltops had leaf traits representing more conservative resource-use strategies (e.g., smaller SLA, higher LDMC) than individuals on slopes. On top of that, local-scale environmental factors further modified leaf trait shifts. CONCLUSIONS Plant size and environment independently shaped the variations in intraspecific leaf traits of C. dunniana in the subtropical karst forest of Maolan. Compared with plant size, the environment played a more critical role in shaping intraspecific leaf trait variations, and potentially also the underlying individual-level plant resource-use strategies.
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Affiliation(s)
- Jie Zheng
- Key Laboratory of National Forestry and Grassland Administration on Biodiversity Conservation in Karst Mountainous Areas of Southwestern ChinaGuizhou Normal UniversityGuiyangChina
- School of Life SciencesGuizhou Normal UniversityGuiyangChina
| | - Ya Jiang
- School of Life SciencesGuizhou Normal UniversityGuiyangChina
| | - Hong Qian
- Research and Collections CenterIllinois State MuseumSpringfieldIllinoisUSA
| | - Yanjiao Mao
- School of Life SciencesGuizhou Normal UniversityGuiyangChina
| | - Chao Zhang
- Key Laboratory of National Forestry and Grassland Administration on Biodiversity Conservation in Karst Mountainous Areas of Southwestern ChinaGuizhou Normal UniversityGuiyangChina
| | - Xiaoxin Tang
- Key Laboratory of National Forestry and Grassland Administration on Biodiversity Conservation in Karst Mountainous Areas of Southwestern ChinaGuizhou Normal UniversityGuiyangChina
| | - Yi Jin
- Key Laboratory of National Forestry and Grassland Administration on Biodiversity Conservation in Karst Mountainous Areas of Southwestern ChinaGuizhou Normal UniversityGuiyangChina
| | - Yin Yi
- Key Laboratory of National Forestry and Grassland Administration on Biodiversity Conservation in Karst Mountainous Areas of Southwestern ChinaGuizhou Normal UniversityGuiyangChina
- Key Laboratory of Plant Physiology and Developmental Regulation of Guizhou ProvinceGuizhou Normal UniversityGuiyangChina
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27
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Li X, Song X, Zhao J, Lu H, Qian C, Zhao X. Shifts and plasticity of plant leaf mass per area and leaf size among slope aspects in a subalpine meadow. Ecol Evol 2021; 11:14042-14055. [PMID: 34707838 PMCID: PMC8525184 DOI: 10.1002/ece3.8113] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2021] [Revised: 08/26/2021] [Accepted: 08/31/2021] [Indexed: 11/08/2022] Open
Abstract
The composition of vegetation on a slope frequently changes substantially owing to the different micro-environments of various slope aspects. To understand how the slope aspect affects the vegetation changes, we examined the variations in leaf mass per area (LMA) and leaf size (LS) within and among populations for 66 species from 14 plots with a variety of slope aspects in a subalpine meadow. LMA is a leaf economic trait that is tightly correlated with plant physiological traits, while the LS shows a tight correlation with leaf temperature, indicating the strategy of plants to self-adjust in different thermal and hydraulic conditions. In this study, we compared the two leaf traits between slope aspects and between functional types and explored their correlation with soil variables and heat load. Our results showed that high-LMA, small-leaved species were favored in south-facing slopes, while the reverse was true in north-facing areas. In detail, small dense-leaved graminoids dominated the south slopes, while large thin-leaved forbs dominated the north slopes. Soil moisture and the availability of soil P were the two most important soil factors that related to both LMA and LS, and heat load also contributed substantially. Moreover, we disentangled the relative importance of intraspecific trait variation and species turnover in the trait variation among plots and found that the intraspecific variation contributed 98% and 56% to LMA and LS variation among communities, respectively, implying a large contribution of intraspecific trait plasticity. These results indicate that LMA and LS are two essential leaf traits that affect the adaptation or acclimation of plants underlying the vegetation composition changes in different slope aspects in the subalpine meadow.
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Affiliation(s)
- Xin’e Li
- Division of Grassland ScienceCollege of Animal Science and TechnologyYangzhou UniversityYangzhouChina
| | - Xiaoyu Song
- Northwest Institute of Eco‐Environment and ResourcesChinese Academy of SciencesLanzhouChina
| | - Jun Zhao
- Department of life sciencesLvliang UniversityLvliangChina
| | - Haifeng Lu
- Division of Grassland ScienceCollege of Animal Science and TechnologyYangzhou UniversityYangzhouChina
| | - Cheng Qian
- Division of Grassland ScienceCollege of Animal Science and TechnologyYangzhou UniversityYangzhouChina
| | - Xin Zhao
- Division of Grassland ScienceCollege of Animal Science and TechnologyYangzhou UniversityYangzhouChina
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28
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Jevon F, Lang A, Ayres M, Matthes JH. Limited evidence that larger acorns buffer Quercus rubra seedlings from density-dependent biotic stressors. Am J Bot 2021; 108:1861-1872. [PMID: 34596895 DOI: 10.1002/ajb2.1740] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/06/2020] [Revised: 05/21/2021] [Accepted: 05/24/2021] [Indexed: 06/13/2023]
Abstract
PREMISE Plant performance and functional traits vary considerably within species, particularly in response to environmental variation. Plant responses may reflect life-history trade-offs, such as between resource acquisition and resource conservation. Larger seeds may buffer young plants from the negative effects of environmental variation, such as limitations in nutrients or water. However, whether seed size plays a similar role in how plants respond to variation in their biotic environment, including competition and soil microbial communities, remains poorly understood. METHODS We used a greenhouse experiment to test the interactive effects of intraspecific competition, the origin of the soil microbial community, and seed size on performance and functional traits in Quercus rubra L. seedlings. RESULTS Intraspecific variation in seedling traits weakly aligned with a resource acquisition-conservation trade-off. Across the wide range of initial acorn mass, competition decreased seedling biomass by about 35%. Competition directly decreased the root mass ratio and indirectly increased specific leaf area and specific root length, via the negative effects on total biomass. In contrast, soil microbial communities had minor effects on seedlings, and we found no differences between plants receiving soil originating from a conspecific adult and plants receiving soil originating from a heterospecific adult. CONCLUSIONS Competition is a more important driver of intraspecific variation in young Quercus rubra seedling performance and traits, both directly and by delaying ontogenetic development, than soil microbial communities. Seed size is an important predictor of seedling biomass, but a larger seed does not necessarily buffer seedlings from the effects of competition.
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Affiliation(s)
- Fiona Jevon
- Department of Biological Sciences, Dartmouth College, Hanover, NH, 03755, USA
| | - Ashley Lang
- Department of Biology, Indiana University, Bloomington, IN, 47405, USA
| | - Matthew Ayres
- Department of Biological Sciences, Dartmouth College, Hanover, NH, 03755, USA
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29
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Waller DM, Paulson AK, Richards JH, Alverson WS, Amatangelo KL, Bai C, Johnson SE, Li D, Sonnier G, Toczydlowski RH. Functional trait data for vascular plant species from northeastern North America. Ecology 2021; 103:e03527. [PMID: 34469586 DOI: 10.1002/ecy.3527] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/26/2021] [Revised: 06/01/2021] [Accepted: 06/24/2021] [Indexed: 11/08/2022]
Abstract
Wisconsin's plant communities are responding to shifting disturbance regimes, habitat fragmentation, aerial nitrogen deposition, exotic species invasions, ungulate herbivory, and successional processes. To better understand how plant functional traits mediate species' responses to changing environmental conditions, we collected a large set of functional trait data for vascular plant species occupying Wisconsin forests and grasslands. We used standard protocols to make 76,213 measurements of 34 quantitative traits. These data provide rich information on genome size, physical leaf traits (length, width, circularity, thickness, dry matter content, specific leaf area, etc.), chemical leaf traits (carbon, nitrogen, phosphorus, potassium, calcium, magnesium, ash), life history traits (vegetative and flower heights, seed mass), and traits affecting plant palatability (leaf fiber, fat, and lignin). These trait values derive from replicate measurements on 12+ individuals of each species from multiple sites and 45+ individuals for a selected subset of species. Measurements typically reflect values for individuals though some chemical traits involved composite samples from several individuals at the same site. We also qualitatively characterize each species by plant family, woodiness, functional group, and Raunkiaer lifeform. These data allow us to characterize trait dimensionality, differentiation, and covariation among temperate plant species (e.g., leaf and stem economic syndromes). We can also characterize species' responses to environmental gradients and drivers of ecological change. With survey and resurvey data available from >400 sites in Wisconsin, we can analyze variation in community trait distributions and diversity over time and space. These data thus allow us to assess how trait divergence vs. convergence affect community assembly and how traits may be related to half-century shifts in the distribution and abundance of these species. The data set can be used for non-commercial purposes. The data set is licensed as follows: CC-By Attribution 4.0 International. We request users cite both the OSF data set and this Ecology data paper publication.
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Affiliation(s)
- Donald M Waller
- Department of Botany, University of Wisconsin-Madison, 430 Lincoln Drive, Madison, WI, 53706, USA
| | - Alison K Paulson
- Department of Botany, University of Wisconsin-Madison, 430 Lincoln Drive, Madison, WI, 53706, USA
| | - Jeannine H Richards
- Department of Botany, University of Wisconsin-Madison, 430 Lincoln Drive, Madison, WI, 53706, USA
| | - William S Alverson
- Department of Botany, University of Wisconsin-Madison, 430 Lincoln Drive, Madison, WI, 53706, USA
| | - Kathryn L Amatangelo
- Department of Botany, University of Wisconsin-Madison, 430 Lincoln Drive, Madison, WI, 53706, USA
| | - Chengke Bai
- Department of Botany, University of Wisconsin-Madison, 430 Lincoln Drive, Madison, WI, 53706, USA
| | - Sarah E Johnson
- Department of Botany, University of Wisconsin-Madison, 430 Lincoln Drive, Madison, WI, 53706, USA
| | - Daijiang Li
- Department of Botany, University of Wisconsin-Madison, 430 Lincoln Drive, Madison, WI, 53706, USA
| | - Grégory Sonnier
- Department of Botany, University of Wisconsin-Madison, 430 Lincoln Drive, Madison, WI, 53706, USA
| | - Rachel H Toczydlowski
- Department of Botany, University of Wisconsin-Madison, 430 Lincoln Drive, Madison, WI, 53706, USA
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30
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Villellas J, Ehrlén J, Crone EE, Csergő AM, Garcia MB, Laine AL, Roach DA, Salguero-Gómez R, Wardle GM, Childs DZ, Elderd BD, Finn A, Munné-Bosch S, Bachelot B, Bódis J, Bucharova A, Caruso CM, Catford JA, Coghill M, Compagnoni A, Duncan RP, Dwyer JM, Ferguson A, Fraser LH, Griffoul E, Groenteman R, Hamre LN, Helm A, Kelly R, Laanisto L, Lonati M, Münzbergová Z, Nuche P, Olsen SL, Oprea A, Pärtel M, Petry WK, Ramula S, Rasmussen PU, Enri SR, Roeder A, Roscher C, Schultz C, Skarpaas O, Smith AL, Tack AJM, Töpper JP, Vesk PA, Vose GE, Wandrag E, Wingler A, Buckley YM. PHENOTYPIC PLASTICITY MASKS RANGE-WIDE GENETIC DIFFERENTIATION FOR VEGETATIVE BUT NOT REPRODUCTIVE TRAITS IN A SHORT-LIVED PLANT. Ecol Lett 2021; 24:2378-2393. [PMID: 34355467 DOI: 10.1111/ele.13858] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2020] [Revised: 05/13/2021] [Accepted: 05/19/2021] [Indexed: 12/12/2022]
Abstract
Genetic differentiation and phenotypic plasticity jointly shape intraspecific trait variation, but their roles differ among traits. In short-lived plants, reproductive traits may be more genetically determined due to their impact on fitness, whereas vegetative traits may show higher plasticity to buffer short-term perturbations. Combining a multi-treatment greenhouse experiment with observational field data throughout the range of a widespread short-lived herb, Plantago lanceolata, we (1) disentangled genetic and plastic responses of functional traits to a set of environmental drivers and (2) assessed how genetic differentiation and plasticity shape observational trait-environment relationships. Reproductive traits showed distinct genetic differentiation that largely determined observational patterns, but only when correcting traits for differences in biomass. Vegetative traits showed higher plasticity and opposite genetic and plastic responses, masking the genetic component underlying field-observed trait variation. Our study suggests that genetic differentiation may be inferred from observational data only for the traits most closely related to fitness.
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Affiliation(s)
- Jesus Villellas
- Departamento de Biodiversidad, Ecología y Evolución, Universidad Complutense de Madrid, Madrid, Spain.,School of Natural Sciences, Zoology, Trinity College Dublin, Dublin, Ireland
| | - Johan Ehrlén
- Department of Ecology, Environment and Plant Sciences, Stockholm University, Stockholm, Sweden
| | - Elizabeth E Crone
- Department of Biology, Tufts University, Medford, Massachusetts, USA
| | - Anna Mária Csergő
- School of Natural Sciences, Zoology, Trinity College Dublin, Dublin, Ireland.,Department of Botany and Soroksár Botanical Garden, Szent István University, Budapest, Hungary
| | - Maria B Garcia
- Department of Biodiversity Conservation and Ecosystem Restoration, Pyrenean Institute of Ecology (CSIC), Zaragoza, Spain
| | - Anna-Liisa Laine
- Department of Evolutionary Biology and Environmental Studies, University of Zurich, Zurich, Switzerland.,Organismal & Evolutionary Biology Research Program, Faculty of Biological & Environmental Sciences, University of Helsinki, Helsinki, Finland
| | - Deborah A Roach
- Department of Biology, University of Virginia, Charlottesville, Virginia, USA
| | - Roberto Salguero-Gómez
- Department of Zoology, University of Oxford, Oxford, UK.,Max Planck Institute for Demographic Research, Rostock, Germany.,School of Biological Sciences, The University of Queensland, St Lucia, Queensland, Australia
| | - Glenda M Wardle
- School of Life and Environmental Sciences, University of Sydney, Sydney, New South Wales, Australia
| | - Dylan Z Childs
- Department of Animal and Plant Sciences, University of Sheffield, Sheffield, UK
| | - Bret D Elderd
- Department of Biological Sciences, Louisiana State University, Baton Rouge, Louisiana, USA
| | - Alain Finn
- School of Natural Sciences, Zoology, Trinity College Dublin, Dublin, Ireland
| | - Sergi Munné-Bosch
- Department of Evolutionary Biology, Ecology and Environmental Sciences, Faculty of Biology, University of Barcelona, Barcelona, Spain.,Institut de Recerca de la Biodiversitat, Universitat de Barcelona, Barcelona, Spain
| | - Benedicte Bachelot
- Department of Plant Biology, Ecology and Evolution, Oklahoma State University, Stillwater, Oklahoma, USA
| | - Judit Bódis
- Department of Plant Sciences and Biotechnology, Georgikon Faculty, University of Pannonia, Keszthely, Hungary
| | - Anna Bucharova
- Biodiversity and Ecosystem Research Group, Institut of Landscape Ecology, University of Münster, Germany.,Plant Evolutionary Ecology, Institut of Evolution and Ecology, University of Tübingen, Tübingen, Germany
| | - Christina M Caruso
- Department of Integrative Biology, University of Guelph, Guelph, Ontario, Canada
| | - Jane A Catford
- Department of Geography, King's College London, London, UK.,Biological Sciences, University of Southampton, Southampton, UK
| | - Matthew Coghill
- Department of Natural Resource Sciences, Thompson Rivers University, Kamloops, British Columbia, Canada
| | - Aldo Compagnoni
- Institute of Biology, Martin Luther University Halle-Wittenberg, Halle (Saale), Germany
| | - Richard P Duncan
- Institute for Applied Ecology, University of Canberra, Canberra, Australian Capital Territory, Australia
| | - John M Dwyer
- School of Biological Sciences, The University of Queensland, St Lucia, Queensland, Australia.,CSIRO Land & Water, EcoSciences Precinct, Dutton Park, Queensland, Australia
| | | | - Lauchlan H Fraser
- Department of Natural Resource Sciences, Thompson Rivers University, Kamloops, British Columbia, Canada
| | | | | | - Liv Norunn Hamre
- Department of Environmental Sciences, Western Norway University of Applied Sciences, Sogndal, Norway
| | - Aveliina Helm
- Institute of Ecology and Earth Sciences, University of Tartu, Tartu, Estonia
| | - Ruth Kelly
- School of Natural Sciences, Zoology, Trinity College Dublin, Dublin, Ireland.,Agri-Food and Biosciences Institute, Belfast, Northern Ireland, UK
| | - Lauri Laanisto
- Institute of Agricultural and Environmental Sciences, Estonian University of Life Sciences, Tartu, Estonia
| | - Michele Lonati
- Department of Agriculture, Forest and Food Science, University of Torino, Grugliasco, Italy
| | - Zuzana Münzbergová
- Department of Botany, Faculty of Science, Charles University, Prague, Czech Republic.,Department of Population Ecology, Institute of Botany, Czech Academy of Sciences, Prague, Czech Republic
| | - Paloma Nuche
- School of Natural Sciences, Zoology, Trinity College Dublin, Dublin, Ireland
| | | | - Adrian Oprea
- Botanic Garden "Anastasie Fatu", University "Alexandru Ioan Cuza" Iaşi, Romania
| | - Meelis Pärtel
- Institute of Ecology and Earth Sciences, University of Tartu, Tartu, Estonia
| | - William K Petry
- Department of Plant & Microbial Biology, North Carolina State University, Raleigh, North Carolina, USA
| | - Satu Ramula
- Department of Biology, University of Turku, Turku, Finland
| | - Pil U Rasmussen
- Department of Ecology, Environment and Plant Sciences, Stockholm University, Stockholm, Sweden.,The National Research Centre for the Working Environment, Copenhagen, Denmark
| | - Simone Ravetto Enri
- Department of Agriculture, Forest and Food Science, University of Torino, Grugliasco, Italy
| | - Anna Roeder
- Department of Physiological Diversity, Helmholtz Centre for Environmental Research (UFZ), Leipzig, Germany.,German Centre for Integrative Biodiversity Research (iDiv) Halle-Jena-Leipzig, Leipzig, Germany
| | - Christiane Roscher
- Department of Physiological Diversity, Helmholtz Centre for Environmental Research (UFZ), Leipzig, Germany.,German Centre for Integrative Biodiversity Research (iDiv) Halle-Jena-Leipzig, Leipzig, Germany
| | - Cheryl Schultz
- School of Biological Sciences, Washington State University, Vancouver, Washington, USA
| | - Olav Skarpaas
- Natural History Museum, University of Oslo, Oslo, Norway
| | - Annabel L Smith
- School of Natural Sciences, Zoology, Trinity College Dublin, Dublin, Ireland.,School of Agriculture and Food Sciences, University of Queensland, Gatton, Queensland, Australia
| | - Ayco J M Tack
- Department of Ecology, Environment and Plant Sciences, Stockholm University, Stockholm, Sweden
| | | | - Peter A Vesk
- School of BioSciences, University of Melbourne, Melbourne, Victoria, Australia
| | - Gregory E Vose
- Department of Ecology and Evolutionary Biology, University of California, Irvine, California, USA
| | - Elizabeth Wandrag
- Institute for Applied Ecology, University of Canberra, Canberra, Australian Capital Territory, Australia.,Department of Biology, University of York, York, UK
| | - Astrid Wingler
- School of Biological, Earth & Environmental Sciences and Environmental Research Institute, University College Cork, Cork, Ireland
| | - Yvonne M Buckley
- School of Natural Sciences, Zoology, Trinity College Dublin, Dublin, Ireland.,School of Biological Sciences, The University of Queensland, St Lucia, Queensland, Australia
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Flöder S, Yong J, Klauschies T, Gaedke U, Poprick T, Brinkhoff T, Moorthi S. Intraspecific trait variation alters the outcome of competition in freshwater ciliates. Ecol Evol 2021; 11:10225-10243. [PMID: 34367571 PMCID: PMC8328434 DOI: 10.1002/ece3.7828] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2020] [Accepted: 06/04/2021] [Indexed: 11/18/2022] Open
Abstract
Trait variation among heterospecific and conspecific organisms may substantially affect community and food web dynamics. While the relevance of competition and feeding traits have been widely studied for different consumer species, studies on intraspecific differences are more scarce, partly owing to difficulties in distinguishing different clones of the same species. Here, we investigate how intraspecific trait variation affects the competition between the freshwater ciliates Euplotes octocarinatus and Coleps hirtus in a nitrogen-limited chemostat system. The ciliates competed for the microalgae Cryptomonas sp. (Cry) and Navicula pelliculosa (Nav), and the bacteria present in the cultures over a period of 33 days. We used monoclonal Euplotes and three different Coleps clones (Col 1, Col 2, and Col 3) in the experiment that could be distinguished by a newly developed rDNA-based molecular assay based on the internal transcribed spacer (ITS) regions. While Euplotes feeds on Cry and on bacteria, the Coleps clones cannot survive on bacteria alone but feed on both Cry and Nav with clone-specific rates. Experimental treatments comprised two-species mixtures of Euplotes and one or all of the three different Coleps clones, respectively. We found intraspecific variation in the traits "selectivity" and "maximum ingestion rate" for the different algae to significantly affect the competitive outcome between the two ciliate species. As Nav quickly escaped top-down control and likely reached a state of low food quality, ciliate competition was strongly determined by the preference of different Coleps clones for Cry as opposed to feeding on Nav. In addition, the ability of Euplotes to use bacteria as an alternative food source strengthened its persistence once Cry was depleted. Hence, trait variation at both trophic levels codetermined the population dynamics and the outcome of species competition.
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Affiliation(s)
- Sabine Flöder
- Institute for Chemistry and Biology of the Marine Environment (ICBM)University of OldenburgWilhelmshavenGermany
| | - Joanne Yong
- Institute for Chemistry and Biology of the Marine Environment (ICBM)University of OldenburgWilhelmshavenGermany
| | - Toni Klauschies
- Ecology and Ecosystem ModellingUniversity of PotsdamPotsdamGermany
| | - Ursula Gaedke
- Ecology and Ecosystem ModellingUniversity of PotsdamPotsdamGermany
| | - Tobias Poprick
- Institute for Chemistry and Biology of the Marine Environment (ICBM)University of OldenburgWilhelmshavenGermany
| | - Thorsten Brinkhoff
- Institute for Chemistry and Biology of the Marine Environment (ICBM)University of OldenburgWilhelmshavenGermany
| | - Stefanie Moorthi
- Institute for Chemistry and Biology of the Marine Environment (ICBM)University of OldenburgWilhelmshavenGermany
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32
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Zheng S, Webber BL, Didham RK, Chen C, Yu M. Disentangling biotic and abiotic drivers of intraspecific trait variation in woody plant seedlings at forest edges. Ecol Evol 2021; 11:9728-9740. [PMID: 34306658 PMCID: PMC8293732 DOI: 10.1002/ece3.7799] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2020] [Revised: 05/23/2021] [Accepted: 05/27/2021] [Indexed: 11/08/2022] Open
Abstract
In fragmented forests, edge effects can drive intraspecific variation in seedling performance that influences forest regeneration and plant composition. However, few studies have attempted to disentangle the relative biotic and abiotic drivers of intraspecific variation in seedling performance. In this study, we carried out a seedling transplant experiment with a factorial experimental design on three land-bridge islands in the Thousand Island Lake, China, using four common native woody plant species. At different distances from the forest edge (2, 8, 32, 128 m), we transplanted four seedlings of each species into each of three cages: full-cage, for herbivore exclusion; half-cage, that allowed herbivore access but controlled for caging artifacts; and no-cage control. In the 576 cages, we recorded branch architecture, leaf traits, and seedling survival for each seedling before and after the experimental treatment. Overall, after one full growing season, edge-induced abiotic drivers and varied herbivory pressure led to intraspecific variation in seedling performance, including trade-offs in seedling architecture and resource-use strategies. However, responses varied across species with different life-history strategies and depended on the driver in question, such that the abiotic and biotic effects were additive across species, rather than interactive. Edge-induced abiotic variation modified seedling architecture of a shade-tolerant species, leading to more vertical rather than lateral growth at edges. Meanwhile, increased herbivory pressure resulted in a shift toward lower dry matter investment in leaves of a light-demanding species. Our results suggest that edge effects can drive rapid directional shifts in the performance and intraspecific traits of some woody plants from early ontogenetic stages, but most species in this study showed negligible phenotypic responses to edge effects. Moreover, species-specific responses suggest the importance of interspecific differences modulating the degree of trait plasticity, implying the need to incorporate individual-level responses when understanding the impact of forest fragmentation on plant communities.
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Affiliation(s)
- Shilu Zheng
- School of Biological SciencesThe University of Western AustraliaCrawleyWAAustralia
- Centre for Environment and Life SciencesCSIRO Health & BiosecurityFloreatWAAustralia
| | - Bruce L. Webber
- School of Biological SciencesThe University of Western AustraliaCrawleyWAAustralia
- Centre for Environment and Life SciencesCSIRO Health & BiosecurityFloreatWAAustralia
- Western Australian Biodiversity Science InstitutePerthWAAustralia
| | - Raphael K. Didham
- School of Biological SciencesThe University of Western AustraliaCrawleyWAAustralia
- Centre for Environment and Life SciencesCSIRO Health & BiosecurityFloreatWAAustralia
| | - Chun Chen
- College of Life SciencesZhejiang UniversityHangzhouChina
| | - Mingjian Yu
- College of Life SciencesZhejiang UniversityHangzhouChina
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33
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Jiang F, Cadotte MW, Jin G. Individual-level leaf trait variation and correlation across biological and spatial scales. Ecol Evol 2021; 11:5344-5354. [PMID: 34026011 PMCID: PMC8131770 DOI: 10.1002/ece3.7425] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2020] [Revised: 02/14/2021] [Accepted: 02/18/2021] [Indexed: 11/11/2022] Open
Abstract
Even with increasing interest in the ecological importance of intraspecific trait variation (ITV) for better understanding ecological processes, few studies have quantified ITV in seedlings and assessed constraints imposed by trade-offs and correlations among individual-level leaf traits. Estimating the amount and role of ITV in seedlings is important to understand tree recruitment and long-term forest dynamics. We measured ten different size, economics, and whole leaf traits (lamina and petiole) for more than 2,800 seedlings (height ≥ 10 cm and diameter at breast height < 1 cm) in 283 seedling plots and then quantified the amount of ITV and trait correlations across two biological (intraspecific and interspecific) and spatial (within and among plots) scales. Finally, we explored the effects of trait variance and sample size on the strength of trait correlations. We found about 40% (6%-63%) variation in leaf-level traits was explained by ITV across all traits. Lamina and petiole traits were correlated across biological and spatial scales, whereas leaf size traits (e.g., lamina area) were weakly correlated with economics traits (e.g., specific lamina area); lamina mass ratio was strongly related to the petiole length. Trait correlations varied among species, plots, and different scales but there was no evidence that the strength of trait relationships was stronger at broader than finer biological and spatial scales. While larger trait variance increased the strength of correlations, the sample size was the most important factor that was negatively related to the strength of trait correlations. Our results showed that a large amount of trait variation was explained by ITV, which highlighted the importance of considering ITV when using trait-based approaches in seedling ecology. In addition, sample size was an important factor that influenced the strength of trait correlations, which suggests that comparing trait correlations across studies should consider the differences in sample size.
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Affiliation(s)
- Feng Jiang
- Center for Ecological ResearchNortheast Forestry UniversityHarbinChina
- Department of Biological SciencesUniversity of Toronto ScarboroughTorontoONCanada
| | - Marc W. Cadotte
- Department of Biological SciencesUniversity of Toronto ScarboroughTorontoONCanada
- Ecology and Evolutionary BiologyUniversity of TorontoTorontoONCanada
| | - Guangze Jin
- Center for Ecological ResearchNortheast Forestry UniversityHarbinChina
- Key Laboratory of Sustainable Forest Ecosystem Management‐Ministry of EducationNortheast Forestry UniversityHarbinChina
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Satyanti A, Liantoro T, Thomas M, Neeman T, Nicotra AB, Guja LK. Predicting effects of warming requires a whole-of-life cycle perspective: a case study in the alpine herb Oreomyrrhis eriopoda. Conserv Physiol 2021; 9:coab023. [PMID: 33959289 PMCID: PMC8084022 DOI: 10.1093/conphys/coab023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/15/2020] [Revised: 02/15/2021] [Accepted: 04/21/2021] [Indexed: 06/12/2023]
Abstract
Global warming is affecting plant phenology, growth and reproduction in complex ways and is particularly apparent in vulnerable alpine environments. Warming affects reproductive and vegetative traits, as well as phenology, but seldom do studies assess these traits in concert and across the whole of a plant's life cycle, particularly in wild species. Thus, it is difficult to extrapolate from such effects to predictions about the persistence of species or their conservation and management. We assessed trait variation in response to warming in Oreomyrrhis eriopoda, an Australian native montane herb, in which populations vary in germination strategy (degree of dormancy) and growth characteristics as a function of ecological factors. Warming accelerated growth in the early stages of development, particularly for populations with non-dormant seed. The differences in growth disappeared at the transition to reproduction, when an accelerating effect on phenology emerged, to varying degrees depending on germination strategy. Overall, warming reduced flower and seed production and increased mortality, indicating a reduction in reproductive opportunities, particularly for populations with dormant seed. Developmental condition affected germination strategy of the next generation seed, leading to increased degree of dormancy and slowed germination rate. But there were no whole-scale shifts in strategy or total germination percent. Following through the life cycle reveals that warming will have some potentially positive effects (early growth rates) and some negative effects (reduced reproductive output). Ultimately, warming impacts will depend on how those effects play out in the field: early establishment and an accelerated trajectory to seed maturity may offset the tradeoff with overall seed production. Small differences among germination strategies likewise may cascade to larger effects, with important implications for persistence of species in the alpine landscape. Thus, to understand and manage the response of wild species to warming takes a whole-of-life perspective and attention to ecologically significant patterns of within-species variation.
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Affiliation(s)
- Annisa Satyanti
- Division Ecology and Evolution, Research School of Biology, The Australian National University, Robertson Building, Acton, ACT 2601, Australia
- Centre for Plant Conservation—Botanic Gardens, Indonesian Institute of Sciences, Jalan Ir. Haji Juanda, Bogor 16003, Indonesia
- National Seed Bank, Australian National Botanic Gardens, Parks Australia, Clunies Ross St, Acton, ACT 2601, Australia
| | - Toton Liantoro
- Division Ecology and Evolution, Research School of Biology, The Australian National University, Robertson Building, Acton, ACT 2601, Australia
| | - Morgan Thomas
- Division Ecology and Evolution, Research School of Biology, The Australian National University, Robertson Building, Acton, ACT 2601, Australia
- School of Earth, Environmental and Biological Sciences, Faculty of Science and Engineering, Queensland University of Technology, QLD 4067, Australia
| | - Teresa Neeman
- Division Ecology and Evolution, Research School of Biology, The Australian National University, Robertson Building, Acton, ACT 2601, Australia
- Statistical Consulting Unit, The Australian National University, Acton, ACT 2601, Australia
| | - Adrienne B Nicotra
- Division Ecology and Evolution, Research School of Biology, The Australian National University, Robertson Building, Acton, ACT 2601, Australia
| | - Lydia K Guja
- National Seed Bank, Australian National Botanic Gardens, Parks Australia, Clunies Ross St, Acton, ACT 2601, Australia
- Centre for Australian National Biodiversity Research, (a joint venture between the Parks Australia CSIRO), Clunies Ross St, Acton, ACT 2601, Australia
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Cole CT, Morrow CJ, Barker HL, Rubert-Nason KF, Riehl JFL, Köllner TG, Lackus ND, Lindroth RL. Growing up aspen: ontogeny and trade-offs shape growth, defence and reproduction in a foundation species. Ann Bot 2021; 127:505-517. [PMID: 32296821 PMCID: PMC7988516 DOI: 10.1093/aob/mcaa070] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/28/2020] [Accepted: 04/13/2020] [Indexed: 05/04/2023]
Abstract
BACKGROUND AND AIMS Intraspecific variation in foundation species of forest ecosystems can shape community and ecosystem properties, particularly when that variation has a genetic basis. Traits mediating interactions with other species are predicted by simple allocation models to follow ontogenetic patterns that are rarely studied in trees. The aim of this research was to identify the roles of genotype, ontogeny and genotypic trade-offs shaping growth, defence and reproduction in aspen. METHODS We established a common garden replicating >500 aspen genets in Wisconsin, USA. Trees were measured through the juvenile period into the onset of reproduction, for growth, defence chemistry (phenolic glycosides and condensed tannins), nitrogen, extrafloral nectaries, leaf morphology (specific leaf area), flower production and foliar herbivory and disease. We also assayed the TOZ19 sex marker and heterozygosity at ten microsatellite loci. KEY RESULTS We found high levels of genotypic variation for all traits, and high heritabilities for both the traits and their ontogenetic trajectories. Ontogeny strongly shaped intraspecific variation, and trade-offs among growth, defence and reproduction supported some predictions while contradicting others. Both direct resistance (chemical defence) and indirect defence (extrafloral nectaries) declined during the juvenile stage, prior to the onset of reproduction. Reproduction was higher in trees that were larger, male and had higher individual heterozygosity. Growth was diminished by genotypic allocation to both direct and indirect defence as well as to reproduction, but we found no evidence of trade-offs between defence and reproduction. CONCLUSIONS Key traits affecting the ecological communities of aspen have high levels of genotypic variation and heritability, strong patterns of ontogeny and clear trade-offs among growth, defence and reproduction. The architecture of aspen's community genetics - its ontogeny, trade-offs and especially its great variability - is shaped by both its broad range and the diverse community of associates, and in turn further fosters that diversity.
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Affiliation(s)
- Christopher T Cole
- Department of Entomology, University of Wisconsin-Madison, 1630 Linden Drive, Madison, WI, USA
| | - Clay J Morrow
- Department of Entomology, University of Wisconsin-Madison, 1630 Linden Drive, Madison, WI, USA
| | - Hilary L Barker
- Department of Entomology, University of Wisconsin-Madison, 1630 Linden Drive, Madison, WI, USA
| | - Kennedy F Rubert-Nason
- Department of Entomology, University of Wisconsin-Madison, 1630 Linden Drive, Madison, WI, USA
- Department of Natural and Behavioral Sciences, University of Maine at Ft. Kent, 23 University Drive, Fort Kent, ME, USA
| | - Jennifer F L Riehl
- Department of Entomology, University of Wisconsin-Madison, 1630 Linden Drive, Madison, WI, USA
| | - Tobias G Köllner
- Max Planck Institute for Chemical Ecology, Department of Biochemistry, Hans-Knöll-Strasse 8, Jena, Germany
| | - Nathalie D Lackus
- Max Planck Institute for Chemical Ecology, Department of Biochemistry, Hans-Knöll-Strasse 8, Jena, Germany
| | - Richard L Lindroth
- Department of Entomology, University of Wisconsin-Madison, 1630 Linden Drive, Madison, WI, USA
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Funk JL, Larson JE, Vose G. Leaf traits and performance vary with plant age and water availability in Artemisia californica. Ann Bot 2021; 127:495-503. [PMID: 32504539 PMCID: PMC7988528 DOI: 10.1093/aob/mcaa106] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/17/2020] [Accepted: 06/01/2020] [Indexed: 05/22/2023]
Abstract
BACKGROUND AND AIMS Leaf functional traits are strongly tied to growth strategies and ecological processes across species, but few efforts have linked intraspecific trait variation to performance across ontogenetic and environmental gradients. Plants are believed to shift towards more resource-conservative traits in stressful environments and as they age. However, uncertainty as to how intraspecific trait variation aligns with plant age and performance in the context of environmental variation may limit our ability to use traits to infer ecological processes at larger scales. METHODS We measured leaf physiological and morphological traits, canopy volume and flowering effort for Artemisia californica (California sagebrush), a dominant shrub species in the coastal sage scrub community, under conditions of 50, 100 and 150 % ambient precipitation for 3 years. KEY RESULTS Plant age was a stronger driver of variation in traits and performance than water availability. Older plants demonstrated trait values consistent with a more conservative resource-use strategy, and trait values were less sensitive to drought. Several trait correlations were consistent across years and treatments; for example, plants with high photosynthetic rates tended to have high stomatal conductance, leaf nitrogen concentration and light-use efficiency. However, the trade-off between leaf construction and leaf nitrogen evident in older plants was absent for first-year plants. While few traits correlated with plant growth and flowering effort, we observed a positive correlation between leaf mass per area and performance in some groups of older plants. CONCLUSIONS Overall, our results suggest that trait sensitivity to the environment is most visible during earlier stages of development, after which intraspecific trait variation and relationships may stabilize. While plant age plays a major role in intraspecific trait variation and sensitivity (and thus trait-based inferences), the direct influence of environment on growth and fecundity is just as critical to predicting plant performance in a changing environment.
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Affiliation(s)
- Jennifer L Funk
- Schmid College of Science and Technology, Chapman University, CA, USA
- For correspondence. E-mail
| | - Julie E Larson
- Department of Ecology and Evolutionary Biology, University of Colorado, Boulder, CO, USA
| | - Gregory Vose
- Department of Ecology and Evolutionary Biology, University of California, Irvine, CA, USA
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Westerband AC, Funk JL, Barton KE. Intraspecific trait variation in plants: a renewed focus on its role in ecological processes. Ann Bot 2021; 127:397-410. [PMID: 33507251 PMCID: PMC7988520 DOI: 10.1093/aob/mcab011] [Citation(s) in RCA: 77] [Impact Index Per Article: 25.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/30/2020] [Accepted: 01/26/2021] [Indexed: 05/06/2023]
Abstract
BACKGROUND Investigating the causes and consequences of intraspecific trait variation (ITV) in plants is not novel, as it has long been recognized that such variation shapes biotic and abiotic interactions. While evolutionary and population biology have extensively investigated ITV, only in the last 10 years has interest in ITV surged within community and comparative ecology. SCOPE Despite this recent interest, still lacking are thorough descriptions of ITV's extent, the spatial and temporal structure of ITV, and stronger connections between ITV and community and ecosystem properties. Our primary aim in this review is to synthesize the recent literature and ask: (1) How extensive is intraspecific variation in traits across scales, and what underlying mechanisms drive this variation? (2) How does this variation impact higher-order ecological processes (e.g. population dynamics, community assembly, invasion, ecosystem productivity)? (3) What are the consequences of ignoring ITV and how can these be mitigated? and (4) What are the most pressing research questions, and how can current practices be modified to suit our research needs? Our secondary aim is to target diverse and underrepresented traits and plant organs, including anatomy, wood, roots, hydraulics, reproduction and secondary chemistry. In addressing these aims, we showcase papers from the Special Issue. CONCLUSIONS Plant ITV plays a key role in determining individual and population performance, species interactions, community structure and assembly, and ecosystem properties. Its extent varies widely across species, traits and environments, and it remains difficult to develop a predictive model for ITV that is broadly applicable. Systematically characterizing the sources (e.g. ontogeny, population differences) of ITV will be a vital step forward towards identifying generalities and the underlying mechanisms that shape ITV. While the use of species means to link traits to higher-order processes may be appropriate in many cases, such approaches can obscure potentially meaningful variation. We urge the reporting of individual replicates and population means in online data repositories, a greater consideration of the mechanisms that enhance and constrain ITV's extent, and studies that span sub-disciplines.
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Affiliation(s)
- A C Westerband
- Department of Biological Sciences, Macquarie University, North Ryde, NSW, Australia
| | - J L Funk
- Department of Plant Sciences, University of California, Davis, CA, USA
| | - K E Barton
- School of Life Sciences, University of Hawai‘i at Mānoa, Honolulu, HI, USA
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Martin AR, Isaac ME. The leaf economics spectrum's morning coffee: plant size-dependent changes in leaf traits and reproductive onset in a perennial tree crop. Ann Bot 2021; 127:483-493. [PMID: 33502446 PMCID: PMC7988517 DOI: 10.1093/aob/mcaa199] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/22/2020] [Accepted: 01/20/2021] [Indexed: 05/07/2023]
Abstract
BACKGROUND AND AIMS Size-dependent changes in plant traits are an important source of intraspecific trait variation. However, there are few studies that have tested if leaf trait co-variation and/or trade-offs follow a within-genotype leaf economics spectrum (LES) related to plant size and reproductive onset. To our knowledge, there are no studies on any plant species that have tested whether or not the shape of a within-genotype LES that describes how traits covary across whole plant sizes, is the same as the shape of a within-genotype LES that represents environmentally driven trait plasticity. METHODS We quantified size-dependent variation in eight leaf traits in a single coffee genotype (Coffea arabica var. Caturra) in managed agroecosystems with different environmental conditions (light and fertilization treatments), and evaluated these patterns with respect to reproductive onset. We also evaluated if trait covariation along a within-genotype plant-size LES differed from a within-genotype environmental LES defined with trait data from coffee growing in different environmental conditions. KEY RESULTS Leaf economics traits related to resource acquisition - maximum photosynthetic rates (A) and mass-based leaf nitrogen (N) concentrations - declined linearly with plant size. Structural traits - leaf mass, leaf thickness, and leaf mass per unit area (LMA) - and leaf area increased with plant size beyond reproductive onset, then declined in larger plants. Three primary LES traits (mass-based A, leaf N and LMA) covaried across a within-genotype plant-size LES, with plants moving towards the 'resource-conserving' end of the LES as they grow larger; in coffee these patterns were nearly identical to a within-genotype environmental LES. CONCLUSIONS Our results demonstrate that a plant-size LES exists within a single genotype. Our findings indicate that in managed agroecosystems where resource availability is high the role of reproductive onset in driving within-genotype trait variability, and the strength of covariation and trade-offs among LES traits, are less pronounced compared with plants in natural systems. The consistency in trait covariation in coffee along both plant-size and environmental LES axes indicates strong constraints on leaf form and function that exist within plant genotypes.
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Affiliation(s)
- Adam R Martin
- Department of Physical and Environmental Sciences, University of Toronto Scarborough, Military Trail, Toronto, Canada
| | - Marney E Isaac
- Department of Physical and Environmental Sciences, University of Toronto Scarborough, Military Trail, Toronto, Canada
- Centre for Critical Development Studies, University of Toronto Scarborough, Military Trail, Toronto, Canada
- Department of Geography, University of Toronto, Toronto, Canada
- For correspondence. E-mail
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Westerband AC, Knight TM, Barton KE. Intraspecific trait variation and reversals of trait strategies across key climate gradients in native Hawaiian plants and non-native invaders. Ann Bot 2021; 127:553-564. [PMID: 32211761 PMCID: PMC7988522 DOI: 10.1093/aob/mcaa050] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/02/2019] [Accepted: 03/22/2020] [Indexed: 05/09/2023]
Abstract
BACKGROUND AND AIMS Displacement of native plant species by non-native invaders may result from differences in their carbon economy, yet little is known regarding how variation in leaf traits influences native-invader dynamics across climate gradients. In Hawaii, one of the most heavily invaded biodiversity hotspots in the world, strong spatial variation in climate results from the complex topography, which underlies variation in traits that probably drives shifts in species interactions. METHODS Using one of the most comprehensive trait data sets for Hawaii to date (91 species and four islands), we determined the extent and sources of variation (climate, species and species origin) in leaf traits, and used mixed models to examine differences between natives and non-native invasives. KEY RESULTS We detected significant differences in trait means, such that invasives were more resource acquisitive than natives over most of the climate gradients. However, we also detected trait convergence and a rank reversal (natives more resource acquisitive than invasives) in a sub-set of conditions. There was significant intraspecific trait variation (ITV) in leaf traits of natives and invasives, although invasives expressed significantly greater ITV than natives in water loss and photosynthesis. Species accounted for more trait variation than did climate for invasives, while the reverse was true for natives. Incorporating this climate-driven trait variation significantly improved the fit of models that compared natives and invasives. Lastly, in invasives, ITV was most strongly explained by spatial heterogeneity in moisture, whereas solar energy explains more ITV in natives. CONCLUSIONS Our results indicate that trait expression and ITV vary significantly between natives and invasives, and that this is mediated by climate. These findings suggest that although natives and invasives are functionally similar at the regional scale, invader success at local scales is contingent on climate.
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Affiliation(s)
- Andrea C Westerband
- Department of Botany, University of Hawaii at Manoa, 3190 Maile Way, Honolulu, HI, USA
- Department of Biological Sciences, Macquarie University, NSW, Australia
- For correspondence. E-mail
| | - Tiffany M Knight
- Department of Community Ecology, Helmholtz Centre for Environmental Research-UFZ, Halle (Saale), Germany
- Institute of Biology, Martin Luther University Halle-Wittenberg, Halle (Saale), Germany
- German Centre for Integrative Biodiversity Research (iDiv) Halle-Jena-Leipzig, Leipzig, Germany
| | - Kasey E Barton
- Department of Botany, University of Hawaii at Manoa, 3190 Maile Way, Honolulu, HI, USA
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Nolting KM, Prunier R, Midgley GF, Holsinger KE. Intraspecific trait variation influences physiological performance and fitness in the South Africa shrub genus Protea (Proteaceae). Ann Bot 2021; 127:519-531. [PMID: 32249291 PMCID: PMC7988518 DOI: 10.1093/aob/mcaa060] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/01/2019] [Accepted: 04/03/2020] [Indexed: 05/22/2023]
Abstract
BACKGROUND AND AIMS Global plant trait datasets commonly identify trait relationships that are interpreted to reflect fundamental trade-offs associated with plant strategies, but often these trait relationships are not identified when evaluating them at smaller taxonomic and spatial scales. In this study we evaluate trait relationships measured on individual plants for five widespread Protea species in South Africa to determine whether broad-scale patterns of structural trait (e.g. leaf area) and physiological trait (e.g. photosynthetic rates) relationships can be detected within natural populations, and if these traits are themselves related to plant fitness. METHODS We evaluated the variance structure (i.e. the proportional intraspecific trait variation relative to among-species variation) for nine structural traits and six physiological traits measured in wild populations. We used a multivariate path model to evaluate the relationships between structural traits and physiological traits, and the relationship between these traits and plant size and reproductive effort. KEY RESULTS While intraspecific trait variation is relatively low for structural traits, it accounts for between 50 and 100 % of the variation in physiological traits. Furthermore, we identified few trait associations between any one structural trait and physiological trait, but multivariate regressions revealed clear associations between combinations of structural traits and physiological performance (R2 = 0.37-0.64), and almost all traits had detectable associations with plant fitness. CONCLUSIONS Intraspecific variation in structural traits leads to predictable differences in individual-level physiological performance in a multivariate framework, even though the relationship of any particular structural trait to physiological performance may be weak or undetectable. Furthermore, intraspecific variation in both structural and physiological traits leads to differences in plant size and fitness. These results demonstrate the importance of considering measurements of multivariate phenotypes on individual plants when evaluating trait relationships and how trait variation influences predictions of ecological and evolutionary outcomes.
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Affiliation(s)
- Kristen M Nolting
- Department of Ecology and Evolutionary Biology, University of Connecticut, Storrs, CT, USA
| | - Rachel Prunier
- Department of Biological and Environmental Sciences, Western Connecticut State University, Danbury, CT, USAand
| | - Guy F Midgley
- Department of Botany and Zoology, Stellenbosch University, Matieland, South Africa
| | - Kent E Holsinger
- Department of Ecology and Evolutionary Biology, University of Connecticut, Storrs, CT, USA
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Welles SR, Funk JL. Patterns of intraspecific trait variation along an aridity gradient suggest both drought escape and drought tolerance strategies in an invasive herb. Ann Bot 2021; 127:461-471. [PMID: 32949134 PMCID: PMC7988521 DOI: 10.1093/aob/mcaa173] [Citation(s) in RCA: 21] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/02/2020] [Accepted: 09/16/2020] [Indexed: 05/22/2023]
Abstract
BACKGROUND AND AIMS In water-limited landscapes, some plants build structures that enable them to survive with minimal water (drought resistance). Instead of making structures that allow survival through times of water limitation, annual plants may invoke a drought escape strategy where they complete growth and reproduction when water is available. Drought escape and resistance each require a unique combination of traits and therefore plants are likely to have a suite of trait values that are consistent with a single drought response strategy. In environments where conditions are variable, plants may additionally evolve phenotypically plastic trait responses to water availability. Invasive annual species commonly occur in arid and semi-arid environments and many will be subject to reduced water availability associated with climate change. Assessing intraspecific trait variation across environmental gradients is a valuable tool for understanding how invasive plants establish and persist in arid environments. METHODS In this study, we used a common garden experiment with two levels of water availability to determine how traits related to carbon assimilation, water use, biomass allocation and flowering phenology vary in California wild radish populations across an aridity gradient. KEY RESULTS We found that populations from arid environments have rapid flowering and increased allocation to root biomass, traits associated with both drought escape and tolerance. Early flowering was associated with higher leaf nitrogen concentration and lower leaf mass per area, traits associated with high resource acquisition. While trait values varied across low- and high-water treatments, these shifts were consistent across populations, indicating no differential plasticity across the aridity gradient. CONCLUSIONS While previous studies have suggested that drought escape and drought resistance are mutually exclusive drought response strategies, our findings suggest that invasive annuals may employ both strategies to succeed in novel semi-arid environments. As many regions are expected to become more arid in the future, investigations of intraspecific trait variation within low water environments help to inform our understanding of potential evolutionary responses to increased aridity in invasive species.
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Affiliation(s)
- Shana R Welles
- Schmid College of Science and Technology, Chapman University, Orange, CA, USA
| | - Jennifer L Funk
- Schmid College of Science and Technology, Chapman University, Orange, CA, USA
- Department of Plant Sciences, University of California, Davis, CA, USA
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42
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Snyder LD, Gómez MI, Mudrak EL, Power AG. Landscape-dependent effects of varietal mixtures on insect pest control and implications for farmer profits. Ecol Appl 2021; 31:e02246. [PMID: 33124091 PMCID: PMC7988554 DOI: 10.1002/eap.2246] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 06/28/2019] [Revised: 05/14/2020] [Accepted: 06/15/2020] [Indexed: 06/11/2023]
Abstract
Intraspecific plant diversity can significantly impact insect herbivore populations in natural systems. Yet, its role as an insect pest control strategy in agriculture has received less attention, and little is known about which crop traits are important to herbivores in different landscape contexts. Moreover, empirical economic analyses on the cost-effectiveness of varietal mixtures are lacking. We used varietal mixtures of Brassica oleracea crops on working farms to examine how two metrics of intraspecific crop diversity, varietal richness and number of plant colors (color richness), affect crop damage and the incidence and abundance of two insect pest species: Pieris rapae and Phyllotreta spp. We evaluated the context-dependency of varietal mixtures by sampling early- and late-season plantings of B. oleracea crops in farms across a gradient of landscape composition. We developed crop budgets and used a net present value analysis to assess the impact of varietal mixtures on input and labor costs, crop revenues, and profit. We found context-dependent effects of varietal mixtures on both pests. In early-season plantings, color richness did not affect Phyllotreta spp. populations. However, increasing varietal richness reduced Phyllotreta spp. incidence in simple landscapes dominated by cropland, but this trend was reversed in complex landscapes dominated by natural habitats. In late-season plantings, color richness reduced the incidence and abundance of P. rapae larvae, but only in complex landscapes where their populations were highest. Varietal richness had the same effect on P. rapae larvae as color richness. Unexpectedly, we consistently found lower pest pressure and reduced crop damage in simple landscapes. Although varietal mixtures did not affect crop damage, increasing color richness corresponded with increased profits, due to increased revenue and a marginal reduction in labor and input costs. We demonstrate varietal mixtures can significantly impact pest populations, and this effect can be mediated by intraspecific variation in crop color. However, the strength and direction of these effects vary by season, landscape composition, and pest species. The association between varietal color richness and profitability indicates farmers could design mixtures to enhance economic returns. We recommend additional research on the benefits of intraspecific trait variation for farmers.
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Affiliation(s)
- Lauren D. Snyder
- Department of Ecology and Evolutionary BiologyCornell UniversityIthacaNew York14853USA
| | - Miguel I. Gómez
- Charles H. Dyson School of Applied Economics and ManagementCornell UniversityIthacaNew York14853USA
| | - Erika L. Mudrak
- Cornell Statistical Consulting UnitCornell UniversityIthacaNew York14853USA
| | - Alison G. Power
- Department of Ecology and Evolutionary BiologyCornell UniversityIthacaNew York14853USA
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43
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Funk JL, Larson JE, Ricks-Oddie J. Plant traits are differentially linked to performance in a semiarid ecosystem. Ecology 2021; 102:e03318. [PMID: 33630332 DOI: 10.1002/ecy.3318] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/04/2020] [Revised: 10/21/2020] [Accepted: 12/06/2020] [Indexed: 11/09/2022]
Abstract
A central principle in trait-based ecology is that trait variation has an adaptive value. However, uncertainty over which plant traits influence individual performance across environmental gradients may limit our ability to use traits to infer ecological processes at larger scales. To better understand which traits are linked to performance under different precipitation regimes, we measured above- and belowground traits, growth, and reproductive allocation for four annual and four perennial species from a coastal sage scrub community in California under conditions of 50%, 100%, and 150% ambient precipitation. Across water treatments, annual species displayed morphological trait values consistent with high rates of resource acquisition (e.g., low leaf mass per area, low root tissue density, high specific root length), and aboveground measures of resource acquisition (including photosynthetic rate and leaf N concentration) were positively associated with plant performance (reproductive allocation). Results from a structural equation model demonstrated that leaf traits explained 38% of the variation in reproductive allocation across the water gradient in annual species, while root traits accounted for only 6%. Although roots play a critical role in water uptake, more work is needed to understand the mechanisms by which root trait variation can influence performance in water-limited environments. Perennial species showed lower trait plasticity than annuals across the water gradient and were more variable as a group in terms of trait-performance relationships, indicating that species rely on different functional strategies to respond to drought. Our finding that species identity drives much of the variation in trait values and trait-performance relationships across a water gradient may simplify efforts to model ecological processes, such as productivity, that are potentially influenced by environmentally induced shifts in trait values.
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Affiliation(s)
- Jennifer L Funk
- Schmid College of Science and Technology, Chapman University, Orange, California, 92866, USA.,Department of Plant Sciences, University of California, Davis, California, 95616, USA
| | - Julie E Larson
- Department of Ecology and Evolutionary Biology, University of Colorado, Boulder, Colorado, 80309, USA
| | - Joni Ricks-Oddie
- Center for Statistical Consulting, University of California, Irvine, California, 92797, USA.,Institute for Clinical and Translation Sciences, University of California, Irvine, California, 92797, USA
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Cantarel AAM, Allard V, Andrieu B, Barot S, Enjalbert J, Gervaix J, Goldringer I, Pommier T, Saint-Jean S, Le Roux X. Plant functional trait variability and trait syndromes among wheat varieties: the footprint of artificial selection. J Exp Bot 2021; 72:1166-1180. [PMID: 33080022 DOI: 10.1093/jxb/eraa491] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/16/2020] [Accepted: 10/19/2020] [Indexed: 06/11/2023]
Abstract
Although widely used in ecology, trait-based approaches are seldom used to study agroecosystems. In particular, there is a need to evaluate how functional trait variability among varieties of a crop species compares to the variability among wild plant species and how variety selection can modify trait syndromes. Here, we quantified 18 above- and below-ground functional traits for 57 varieties of common wheat representative of different modern selection histories. We compared trait variability among varieties and among Pooideae species, and analyzed the effect of selection histories on trait values and trait syndromes. For traits under strong selection, trait variability among varieties was less than 10% of the variability observed among Pooideae species. However, for traits not directly selected, such as root N uptake capacity, the variability was up to 75% of the variability among Pooideae species. Ammonium absorption capacity by roots was counter-selected for conventional varieties compared with organic varieties and landraces. Artificial selection also altered some trait syndromes classically reported for Pooideae. Identifying traits that have high or low variability among varieties and characterizing the hidden effects of selection on trait values and syndromes will benefit the selection of varieties to be used especially for lower N input agroecosystems.
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Affiliation(s)
- Amélie A M Cantarel
- Université Claude Bernard Lyon 1, CNRS, INRAE, VetAgro Sup, UMR Ecologie Microbienne, Villeurbanne, France
| | - Vincent Allard
- UMR Génétique, Diversité et Ecophysiologie des Céréales, INRAE, Clermont-Ferrand, France
| | - Bruno Andrieu
- UMR ECOSYS, INRAE, AgroParisTech, Université Paris-Saclay, Thieverval-Grignon, France
| | - Sébastien Barot
- IEES-Paris (CNRS, IRD, UPMC, INRA, UPEC, UP7), UPMC, 4 place Jussieu, cedex 05 Paris, France
| | - Jérôme Enjalbert
- UMR Génétique Quantitative et Evolution Le Moulon INRAE, CNRS, UPS, Gif-sur-Yvette, France
| | - Jonathan Gervaix
- Université Claude Bernard Lyon 1, CNRS, INRAE, VetAgro Sup, UMR Ecologie Microbienne, Villeurbanne, France
| | - Isabelle Goldringer
- UMR Génétique Quantitative et Evolution Le Moulon INRAE, CNRS, UPS, Gif-sur-Yvette, France
| | - Thomas Pommier
- Université Claude Bernard Lyon 1, CNRS, INRAE, VetAgro Sup, UMR Ecologie Microbienne, Villeurbanne, France
| | - Sébastien Saint-Jean
- UMR ECOSYS, INRAE, AgroParisTech, Université Paris-Saclay, Thieverval-Grignon, France
| | - Xavier Le Roux
- Université Claude Bernard Lyon 1, CNRS, INRAE, VetAgro Sup, UMR Ecologie Microbienne, Villeurbanne, France
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Li Y, Jiang Y, Shipley B, Li B, Luo W, Chen Y, Zhao K, He D, Rodríguez-Hernández DI, Chu C. The complexity of trait-environment performance landscapes in a local subtropical forest. New Phytol 2021; 229:1388-1397. [PMID: 33073860 DOI: 10.1111/nph.16955] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/16/2020] [Accepted: 08/29/2020] [Indexed: 06/11/2023]
Abstract
That functional traits should affect individual performance and, in turn, determine fitness and population growth, is a foundational assumption of trait-based ecology. This assumption is, however, not supported by a strong empirical base. Here, we measured simultaneously two individual performance metrics (survival and growth), seven traits and 10 environmental properties for each of 3981 individuals of 205 species in a 50-ha stem-mapped subtropical forest. We then modelled survival/growth as a function of traits, environments and trait × environment interactions, and quantified their relative importance at both the species and individual levels. We found evidence of alternative functional designs and multiple performance peaks along environmental gradients, indicating the presence of complicated trait × environment interactions. However, such interactions were relatively unimportant in our site, which had relatively low environmental variations. Moreover, individual performance was not better predicted, and trait × environment interactions were not more likely detected, at the individual level than at the species level. Although the trait × environment interactions might be safely ignored in relatively homogeneous environments, we encourage future studies to test the interactive effects of traits and environments on individual performances and lifelong fitness at larger spatial scales or along experimentally manipulated environmental gradients.
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Affiliation(s)
- Yuanzhi Li
- Department of Ecology, State Key Laboratory of Biocontrol, School of Life Sciences, Sun Yat-sen University, Guangzhou, 510275, China
| | - Yuan Jiang
- Department of Ecology, State Key Laboratory of Biocontrol, School of Life Sciences, Sun Yat-sen University, Guangzhou, 510275, China
| | - Bill Shipley
- Département de biologie, Université de Sherbrooke, Sherbrooke, QC, J1K 2R1, Canada
| | - Buhang Li
- Department of Ecology, State Key Laboratory of Biocontrol, School of Life Sciences, Sun Yat-sen University, Guangzhou, 510275, China
| | - Wenqi Luo
- Department of Ecology, State Key Laboratory of Biocontrol, School of Life Sciences, Sun Yat-sen University, Guangzhou, 510275, China
| | - Yongfa Chen
- Department of Ecology, State Key Laboratory of Biocontrol, School of Life Sciences, Sun Yat-sen University, Guangzhou, 510275, China
| | - Kangning Zhao
- School of Architecture, University of South China, Hengyang, Hunan, 421001, China
| | - Dong He
- School of Ecological and Environmental Sciences, East China Normal University, Shanghai, 200241, China
| | - Diego I Rodríguez-Hernández
- Department of Ecology, State Key Laboratory of Biocontrol, School of Life Sciences, Sun Yat-sen University, Guangzhou, 510275, China
| | - Chengjin Chu
- Department of Ecology, State Key Laboratory of Biocontrol, School of Life Sciences, Sun Yat-sen University, Guangzhou, 510275, China
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Anderegg LDL, Loy X, Markham IP, Elmer CM, Hovenden MJ, HilleRisLambers J, Mayfield MM. Aridity drives coordinated trait shifts but not decreased trait variance across the geographic range of eight Australian trees. New Phytol 2021; 229:1375-1387. [PMID: 32638379 DOI: 10.1111/nph.16795] [Citation(s) in RCA: 20] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/07/2020] [Accepted: 06/28/2020] [Indexed: 06/11/2023]
Abstract
Large intraspecific functional trait variation strongly impacts many aspects of communities and ecosystems, and is the medium upon which evolution works. Yet intraspecific trait variation is inconsistent and hard to predict across traits, species and locations. We measured within-species variation in leaf mass per area (LMA), leaf dry matter content (LDMC), branch wood density (WD), and allocation to stem area vs leaf area in branches (branch Huber value (HV)) across the aridity range of seven Australian eucalypts and a co-occurring Acacia species to explore how traits and their variances change with aridity. Within species, we found consistent increases in LMA, LDMC and WD and HV with increasing aridity, resulting in consistent trait coordination across leaves and branches. However, this coordination only emerged across sites with large climate differences. Unlike trait means, patterns of trait variance with aridity were mixed across populations and species. Only LDMC showed constrained trait variation in more xeric species and drier populations that could indicate limits to plasticity or heritable trait variation. Our results highlight that climate can drive consistent within-species trait patterns, but that patterns might often be obscured by the complex nature of morphological traits, sampling incomplete species ranges or sampling confounded stress gradients.
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Affiliation(s)
- Leander D L Anderegg
- Department of Integrative Biology, University of California, Berkeley, Berkeley, CA, 94720, USA
- Department of Global Ecology, Carnegie Institution for Science, Stanford, CA, 94304, USA
| | - Xingwen Loy
- Department of Environmental Sciences, Emory University, Atlanta, GA, 30322, USA
| | | | - Christina M Elmer
- School of Biological Sciences, The University of Queensland, St Lucia, Qld, 4072, Australia
| | - Mark J Hovenden
- Biological Sciences, School of Natural Sciences, University of Tasmania, Hobart, TAS, 7005, Australia
| | | | - Margaret M Mayfield
- School of Biological Sciences, The University of Queensland, St Lucia, Qld, 4072, Australia
- School of Biological Sciences, The University of Western Australia, Crawley, WA, 6009, Australia
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Niemeier S, Müller J, Struck U, Rödel MO. Superfrogs in the city: 150 year impact of urbanization and agriculture on the European Common Frog. Glob Chang Biol 2020; 26:6729-6741. [PMID: 32975007 DOI: 10.1111/gcb.15337] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/26/2020] [Accepted: 07/30/2020] [Indexed: 06/11/2023]
Abstract
Despite growing pressure on biodiversity deriving from increasing anthropogenic disturbances, some species successfully persist in altered ecosystems. However, these species' characteristics and thresholds, as well as the environmental frame behind that process are usually unknown. We collected data on body size, fluctuating asymmetry (FA), as well as nitrogen stable isotopes (δ15 N) from museum specimens of the European Common Frog, Rana temporaria, all originating from the Berlin-Brandenburg area, Germany, in order to test: (a) if specimens have changed over the last 150 years (1868-2018); and (b) if changes could be attributed to increasing urbanization and agricultural intensity. We detected that after the Second World War, frogs were larger than in pre-war Berlin. In rural Brandenburg, we observed no such size change. FA analysis revealed a similar tendency with lower levels in Berlin after the war and higher levels in Brandenburg. Enrichment of δ15 N decreased over time in both regions but was generally higher and less variable in sites with agricultural land use. Frogs thus seem to encounter favorable habitat conditions after pollution in postwar Berlin improved, but no such tendencies were observable in the predominantly agricultural landscape of Brandenburg. Urbanization, characterized by the proportion of built-up area, was not the main associated factor for the observed trait changes. However, we detected a relationship with the amount of urban greenspace. Our study exemplifies that increasing urbanization must not necessarily worsen conditions for species living in urban habitats. The Berlin example demonstrates that public parks and other urban greenspaces have the potential to serve as suitable refuges for some species. These findings underline the urgency of establishing, maintaining, and connecting such habitats, and generally consider their importance for future urban planning.
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Affiliation(s)
- Stephanie Niemeier
- Museum für Naturkunde, Leibniz Institute for Evolution and Biodiversity Science, Berlin, Germany
- Berlin-Brandenburg Institute of Advanced Biodiversity Research - BBIB, Berlin, Germany
| | - Johannes Müller
- Museum für Naturkunde, Leibniz Institute for Evolution and Biodiversity Science, Berlin, Germany
- Berlin-Brandenburg Institute of Advanced Biodiversity Research - BBIB, Berlin, Germany
| | - Ulrich Struck
- Museum für Naturkunde, Leibniz Institute for Evolution and Biodiversity Science, Berlin, Germany
| | - Mark-Oliver Rödel
- Museum für Naturkunde, Leibniz Institute for Evolution and Biodiversity Science, Berlin, Germany
- Berlin-Brandenburg Institute of Advanced Biodiversity Research - BBIB, Berlin, Germany
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Blondeel H, Perring MP, De Lombaerde E, Depauw L, Landuyt D, Govaert S, Maes SL, Vangansbeke P, De Frenne P, Verheyen K. Individualistic responses of forest herb traits to environmental change. Plant Biol (Stuttg) 2020; 22:601-614. [PMID: 32109335 DOI: 10.1111/plb.13103] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/09/2019] [Accepted: 02/19/2020] [Indexed: 06/10/2023]
Abstract
Intraspecific trait variation (ITV; i.e. variability in mean and/or distribution of plant attribute values within species) can occur in response to multiple drivers. Environmental change and land-use legacies could directly alter trait values within species but could also affect them indirectly through changes in vegetation cover. Increasing variability in environmental conditions could lead to more ITV, but responses might differ among species. Disentangling these drivers on ITV is necessary to accurately predict plant community responses to global change. We planted herb communities into forest soils with and without a recent history of agriculture. Soils were collected across temperate European regions, while the 15 selected herb species had different colonizing abilities and affinities to forest habitat. These mesocosms (384) were exposed to two-level full-factorial treatments of warming, nitrogen addition and illumination. We measured plant height and specific leaf area (SLA). For the majority of species, mean plant height increased as vegetation cover increased in response to light addition, warming and agricultural legacy. The coefficient of variation (CV) for height was larger in fast-colonizing species. Mean SLA for vernal species increased with warming, while light addition generally decreased mean SLA for shade-tolerant species. Interactions between treatments were not important predictors. Environmental change treatments influenced ITV, either via increasing vegetation cover or by affecting trait values directly. Species' ITV was individualistic, i.e. species responded to different single resource and condition manipulations that benefited their growth in the short term. These individual responses could be important for altered community organization after a prolonged period.
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Affiliation(s)
- H Blondeel
- Forest & Nature Lab, Campus Gontrode, Faculty of Bioscience Engineering, Ghent University, Melle-Gontrode, Belgium
| | - M P Perring
- Forest & Nature Lab, Campus Gontrode, Faculty of Bioscience Engineering, Ghent University, Melle-Gontrode, Belgium
- Ecosystem Restoration and Intervention Ecology Research Group, School of Biological Sciences, the University of Western Australia, Crawley, WA, Australia
| | - E De Lombaerde
- Forest & Nature Lab, Campus Gontrode, Faculty of Bioscience Engineering, Ghent University, Melle-Gontrode, Belgium
| | - L Depauw
- Forest & Nature Lab, Campus Gontrode, Faculty of Bioscience Engineering, Ghent University, Melle-Gontrode, Belgium
| | - D Landuyt
- Forest & Nature Lab, Campus Gontrode, Faculty of Bioscience Engineering, Ghent University, Melle-Gontrode, Belgium
| | - S Govaert
- Forest & Nature Lab, Campus Gontrode, Faculty of Bioscience Engineering, Ghent University, Melle-Gontrode, Belgium
| | - S L Maes
- Forest & Nature Lab, Campus Gontrode, Faculty of Bioscience Engineering, Ghent University, Melle-Gontrode, Belgium
| | - P Vangansbeke
- Forest & Nature Lab, Campus Gontrode, Faculty of Bioscience Engineering, Ghent University, Melle-Gontrode, Belgium
| | - P De Frenne
- Forest & Nature Lab, Campus Gontrode, Faculty of Bioscience Engineering, Ghent University, Melle-Gontrode, Belgium
| | - K Verheyen
- Forest & Nature Lab, Campus Gontrode, Faculty of Bioscience Engineering, Ghent University, Melle-Gontrode, Belgium
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Boonman CCF, Benítez‐López A, Schipper AM, Thuiller W, Anand M, Cerabolini BEL, Cornelissen JHC, Gonzalez‐Melo A, Hattingh WN, Higuchi P, Laughlin DC, Onipchenko VG, Peñuelas J, Poorter L, Soudzilovskaia NA, Huijbregts MAJ, Santini L. Assessing the reliability of predicted plant trait distributions at the global scale. Glob Ecol Biogeogr 2020; 29:1034-1051. [PMID: 32612452 PMCID: PMC7319484 DOI: 10.1111/geb.13086] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/06/2018] [Revised: 02/17/2020] [Accepted: 02/18/2020] [Indexed: 06/01/2023]
Abstract
AIM Predictions of plant traits over space and time are increasingly used to improve our understanding of plant community responses to global environmental change. A necessary step forward is to assess the reliability of global trait predictions. In this study, we predict community mean plant traits at the global scale and present a systematic evaluation of their reliability in terms of the accuracy of the models, ecological realism and various sources of uncertainty. LOCATION Global. TIME PERIOD Present. MAJOR TAXA STUDIED Vascular plants. METHODS We predicted global distributions of community mean specific leaf area, leaf nitrogen concentration, plant height and wood density with an ensemble modelling approach based on georeferenced, locally measured trait data representative of the plant community. We assessed the predictive performance of the models, the plausibility of predicted trait combinations, the influence of data quality, and the uncertainty across geographical space attributed to spatial extrapolation and diverging model predictions. RESULTS Ensemble predictions of community mean plant height, specific leaf area and wood density resulted in ecologically plausible trait-environment relationships and trait-trait combinations. Leaf nitrogen concentration, however, could not be predicted reliably. The ensemble approach was better at predicting community trait means than any of the individual modelling techniques, which varied greatly in predictive performance and led to divergent predictions, mostly in African deserts and the Arctic, where predictions were also extrapolated. High data quality (i.e., including intraspecific variability and a representative species sample) increased model performance by 28%. MAIN CONCLUSIONS Plant community traits can be predicted reliably at the global scale when using an ensemble approach and high-quality data for traits that mostly respond to large-scale environmental factors. We recommend applying ensemble forecasting to account for model uncertainty, using representative trait data, and more routinely assessing the reliability of trait predictions.
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Affiliation(s)
- Coline C. F. Boonman
- Department of Environmental ScienceInstitute for Water and Wetland ResearchRadboud UniversityNijmegenthe Netherlands
| | - Ana Benítez‐López
- Department of Environmental ScienceInstitute for Water and Wetland ResearchRadboud UniversityNijmegenthe Netherlands
- Integrative Ecology GroupEstación Biológica de Doñana (EBD‐CSIC)SevillaSpain
| | - Aafke M. Schipper
- Department of Environmental ScienceInstitute for Water and Wetland ResearchRadboud UniversityNijmegenthe Netherlands
- PBL Netherlands Environmental Assessment AgencyThe Haguethe Netherlands
| | - Wilfried Thuiller
- Université Grenoble Alpes, CNRS, University of Savoie Mont BlancLECA, Laboratoire d’Écologie AlpineGrenobleFrance
| | - Madhur Anand
- School of Environmental SciencesUniversity of GuelphGuelphOntarioCanada
| | | | | | - Andres Gonzalez‐Melo
- Facultad de Ciencias Naturales y MatemáticasUniversidad del RosarioBogotaColombia
| | - Wesley N. Hattingh
- School of Animal, Plant and Environmental SciencesUniversity of the WitwatersrandJohannesburgSouth Africa
| | - Pedro Higuchi
- Forestry DepartmentSanta Catarina State UniversityLagesBrazil
| | | | | | - Josep Peñuelas
- CREAF, VallèsCataloniaSpain
- CSIC, Global Ecology Unit CREAF‐CEAB‐UABCataloniaSpain
| | - Lourens Poorter
- Forest Ecology and Forest Management GroupWageningen University and ResearchWageningenthe Netherlands
| | - Nadejda A. Soudzilovskaia
- Environmental Biology DepartmentInstitute of Environmental SciencesLeiden UniversityLeidenthe Netherlands
| | - Mark A. J. Huijbregts
- Department of Environmental ScienceInstitute for Water and Wetland ResearchRadboud UniversityNijmegenthe Netherlands
| | - Luca Santini
- Department of Environmental ScienceInstitute for Water and Wetland ResearchRadboud UniversityNijmegenthe Netherlands
- National Research CouncilInstitute of Research on Terrestrial Ecosystems (CNR‐IRET)MonterotondoItaly
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Fréjaville T, Vizcaíno-Palomar N, Fady B, Kremer A, Benito Garzón M. Range margin populations show high climate adaptation lags in European trees. Glob Chang Biol 2020; 26:484-495. [PMID: 31642570 DOI: 10.1111/gcb.14881] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/09/2019] [Revised: 08/09/2019] [Accepted: 09/30/2019] [Indexed: 06/10/2023]
Abstract
How populations of long-living species respond to climate change depends on phenotypic plasticity and local adaptation processes. Marginal populations are expected to have lags in adaptation (i.e. differences between the climatic optimum that maximizes population fitness and the local climate) because they receive pre-adapted alleles from core populations preventing them from reaching a local optimum in their climatically marginal habitat. Yet, whether adaptation lags in marginal populations are a common feature across phylogenetically and ecologically different species and how lags can change with climate change remain unexplored. To test for range-wide patterns of phenotypic variation and adaptation lags of populations to climate, we (a) built model ensembles of tree height accounting for the climate of population origin and the climate of the site for 706 populations monitored in 97 common garden experiments covering the range of six European forest tree species; (b) estimated populations' adaptation lags as the differences between the climatic optimum that maximizes tree height and the climate of the origin of each population; (c) identified adaptation lag patterns for populations coming from the warm/dry and cold/wet margins and from the distribution core of each species range. We found that (a) phenotypic variation is driven by either temperature or precipitation; (b) adaptation lags are consistently higher in climatic margin populations (cold/warm, dry/wet) than in core populations; (c) predictions for future warmer climates suggest adaptation lags would decrease in cold margin populations, slightly increasing tree height, while adaptation lags would increase in core and warm margin populations, sharply decreasing tree height. Our results suggest that warm margin populations are the most vulnerable to climate change, but understanding how these populations can cope with future climates depend on whether other fitness-related traits could show similar adaptation lag patterns.
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Affiliation(s)
| | | | - Bruno Fady
- INRA, UR629, Ecologie des Forêts Méditerranéennes (URFM), Avignon, France
| | - Antoine Kremer
- BIOGECO (UMR 1202), INRA, University of Bordeaux, Cestas, France
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