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Williamson M, Gerhard D, Hulme PE, Millar A, Chapman H. High-performing plastic clones best explain the spread of yellow monkeyflower from lowland to higher elevation areas in New Zealand. J Evol Biol 2023; 36:1455-1470. [PMID: 37731241 DOI: 10.1111/jeb.14218] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2023] [Revised: 08/19/2023] [Accepted: 08/22/2023] [Indexed: 09/22/2023]
Abstract
The relative contribution of adaptation and phenotypic plasticity can vary between core and edge populations, with implications for invasive success. We investigated the spread of the invasive yellow monkeyflower, Erythranthe gutatta in New Zealand, where it is spreading from lowland agricultural land into high-elevation conservation areas. We investigated the extent of phenotypic variation among clones from across the South Island, looked for adaptation and compared degrees of plasticity among lowland core versus montane range-edge populations. We grew 34 clones and measured their vegetative and floral traits in two common gardens, one in the core range at 9 m a.s.l. and one near the range-edge at 560 m a.s.l. Observed trait variation was explained by a combination of genotypic diversity (as identified through common gardens) and high phenotypic plasticity. We found a subtle signature of local adaptation to lowland habitats but all clones were plastic and able to survive and reproduce in both gardens. In the range-edge garden, above-ground biomass was on average almost double and stolon length almost half that of the same clone in the core garden. Clones from low-elevation sites showed higher plasticity on average than those from higher elevation sites. The highest performing clones in the core garden were also top performers in the range-edge garden. These results suggest some highly fit general-purpose genotypes, possibly pre-adapted to New Zealand montane conditions, best explains the spread of E. gutatta from lowland to higher elevation areas.
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Affiliation(s)
- Michelle Williamson
- Institute of Environmental Science and Research ESR Christchurch, Christchurch, New Zealand
| | - Daniel Gerhard
- School of Mathematics and Statistics, University of Canterbury, Christchurch, New Zealand
| | - Philip E Hulme
- Department of Pest Management and Conservation, Lincoln University, Lincoln, New Zealand
- Bioprotection Aotearoa, Lincoln University, Lincoln, New Zealand
| | - Aaron Millar
- School of Biological Sciences, University of Canterbury, Christchurch, New Zealand
| | - Hazel Chapman
- School of Biological Sciences, University of Canterbury, Christchurch, New Zealand
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Pratt RB. Vegetation-type conversion of evergreen chaparral shrublands to savannahs dominated by exotic annual herbs: causes and consequences for ecosystem function. AMERICAN JOURNAL OF BOTANY 2022; 109:9-28. [PMID: 34636412 DOI: 10.1002/ajb2.1777] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/15/2021] [Revised: 09/21/2021] [Accepted: 09/21/2021] [Indexed: 06/13/2023]
Abstract
Woody, evergreen shrublands are the archetypal community in mediterranean-type ecosystems, and these communities are profoundly changed when they undergo vegetation-type conversion (VTC) to become annual, herb-dominated communities. Recently, VTC has occurred throughout southern California chaparral shrublands, likely with changes in important ecosystem functions. The mechanisms that lead to VTC and subsequent changes to ecosystem processes are important to understand as they have regional and global implications for ecosystem services, climate change, land management, and policy. The main drivers of VTC are altered fire regimes, aridity, and anthropogenic disturbance. Some changes to ecosystem function are certain to occur with VTC, but their magnitudes are unclear, whereas other changes are unpredictable. I present two hypotheses: (1) VTC leads to warming that creates a positive feedback promoting additional VTC, and (2) altered nitrogen dynamics create negative feedbacks and promote an alternative stable state in which communities are dominated by herbs. The patterns described for California are mostly relevant to the other mediterranean-type shrublands of the globe, which are biodiversity hotspots and threatened by VTC. This review examines the extent and causes of VTC, ecosystem effects, and future research priorities.
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Affiliation(s)
- R Brandon Pratt
- Department of Biology, California State University, Bakersfield, CA, USA
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3
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Sotes GJ, Cavieres LA, Gómez-González S. High competitive ability of Centaurea melitensis L. (Asteraceae) does not increase in the invaded range. Biol Invasions 2020. [DOI: 10.1007/s10530-020-02396-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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4
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Hock M, Hofmann R, Essl F, Pyšek P, Bruelheide H, Erfmeier A. Native distribution characteristics rather than functional traits explain preadaptation of invasive species to high‐UV‐B environments. DIVERS DISTRIB 2020. [DOI: 10.1111/ddi.13113] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022] Open
Affiliation(s)
- Maria Hock
- Institute for Ecosystem Research/Geobotany Kiel University Kiel Germany
- Institute of Biology/Geobotany and Botanical Garden Martin Luther University Halle‐Wittenberg Halle Germany
| | - Rainer Hofmann
- Faculty of Agriculture and Life Sciences Lincoln University Lincoln New Zealand
| | - Franz Essl
- Department of Botany and Biodiversity Research University Vienna Vienna Austria
| | - Petr Pyšek
- Institute of Botany Department of Invasion Ecology Czech Academy of Sciences Průhonice Czech Republic
- Department of Ecology Faculty of Science Charles University Prague Czech Republic
| | - Helge Bruelheide
- Institute of Biology/Geobotany and Botanical Garden Martin Luther University Halle‐Wittenberg Halle Germany
- German Centre for Integrative Biodiversity Research (iDiv) Halle‐Jena‐Leipzig Leipzig Germany
| | - Alexandra Erfmeier
- Institute for Ecosystem Research/Geobotany Kiel University Kiel Germany
- German Centre for Integrative Biodiversity Research (iDiv) Halle‐Jena‐Leipzig Leipzig Germany
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Luo X, Xu X, Zheng Y, Guo H, Hu S. The role of phenotypic plasticity and rapid adaptation in determining invasion success of Plantago virginica. Biol Invasions 2019. [DOI: 10.1007/s10530-019-02004-x] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
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Montesinos D, Callaway RM. Traits correlate with invasive success more than plasticity: A comparison of three Centaurea congeners. Ecol Evol 2018; 8:7378-7385. [PMID: 30151157 PMCID: PMC6106188 DOI: 10.1002/ece3.4080] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2018] [Revised: 03/05/2018] [Accepted: 03/24/2018] [Indexed: 12/02/2022] Open
Abstract
The importance of phenotypic plasticity for successful invasion by exotic plant species has been well studied, but with contradictory and inconclusive results. However, many previous studies focused on comparisons of native and invasive species that co-occur in a single invaded region, and thus on species with potentially very different evolutionary histories. We took a different approach by comparing three closely related Centaurea species: the highly invasive C. solstitialis, and the noninvasive but exotic C. calcitrapa and C. sulphurea. These species have overlapping distributions both in their native range of Spain and in their non-native range of California. We collected seeds from 3 to 10 populations from each region and species and grew them in common garden greenhouse conditions to obtain an F1 generation in order to reduce maternal effects. Then, F1 seeds were grown subjected to simulated herbivory, variation in nutrient availability, and competition, to explore plasticity in the responses to these conditions. We found little variation in phenotypic plasticity among species and regions, but C. solstitialis plants from California produced more biomass in competition than their Spanish conspecifics. This species also had the highest relative growth rates when in competition and when grown under low nutrient availability. Noninvasive congeners produced intermediate or opposite patterns.
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Affiliation(s)
- Daniel Montesinos
- Division of Biological Sciences and the Institute on EcosystemsThe University of MontanaMissoulaMontana
- Centro de Investigaciones sobre Desertificación – CIDE (CSIC, UV, GV)Carretera Moncada‐NáqueraMoncadaSpain
- Centre for Functional EcologyDepartment of Life SciencesUniversity of CoimbraCalçada Martim de FreitasCoimbraPortugal
| | - Ragan M. Callaway
- Division of Biological Sciences and the Institute on EcosystemsThe University of MontanaMissoulaMontana
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Winkler DE, Gremer JR, Chapin KJ, Kao M, Huxman TE. Rapid alignment of functional trait variation with locality across the invaded range of Sahara mustard (Brassica tournefortii). AMERICAN JOURNAL OF BOTANY 2018; 105:1188-1197. [PMID: 30011076 DOI: 10.1002/ajb2.1126] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/03/2017] [Accepted: 04/27/2018] [Indexed: 06/08/2023]
Abstract
PREMISE OF STUDY Mechanisms by which invasive species succeed across multiple novel environmental contexts are poorly understood. Functional traits show promise for identifying such mechanisms, yet we lack knowledge of which functional traits are critical for success and how they vary across invaded ranges and with environmental features. We evaluated the widespread recent invasion of Sahara mustard (Brassica tournefortii) in the southwestern United States to understand the extent of functional trait variation across the invaded range and how such variation is related to spatial and climatic gradients. METHODS We used a common garden approach, growing two generations of plants in controlled conditions sourced from 10 locations across the invaded range. We measured variation within and among populations in phenological, morphological, and physiological traits, as well as performance. KEY RESULTS We found nine key traits that varied among populations. These traits were related to phenology and early growth strategies, such as the timing of germination and flowering, as well as relative allocation of biomass to reproduction and individual seed mass. Trait variation was related most strongly to variation in winter precipitation patterns across localities, though variations in temperature and latitude also had significant contributions. CONCLUSIONS Our results identify key functional traits of this invasive species that showed significant variation among introduced populations across a broad geographic and climatic range. Further, trait variation among populations was strongly related to key climatic variables, which suggests that population divergence in these traits may explain the successful colonization of Sahara mustard across its invaded US range.
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Affiliation(s)
- Daniel E Winkler
- Department of Ecology and Evolutionary Biology, University of California, Irvine, California, 92697, USA
- U.S. Geological Survey, Southwest Biological Science Center, Moab, Utah, 84532, USA
| | - Jennifer R Gremer
- Department of Evolution and Ecology, University of California, Davis, California, 95616, USA
| | - Kenneth J Chapin
- Department of Neurobiology, Physiology, and Behavior, University of California, Davis, California, 95616, USA
| | - Melanie Kao
- Undergraduate Program in Public Health, University of California, Irvine, California, 92697, USA
| | - Travis E Huxman
- Department of Ecology and Evolutionary Biology, University of California, Irvine, California, 92697, USA
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Elliott M, Yuzon J, C MM, Tripathy S, Bui M, Chastagner GA, Coats K, Rizzo DM, Garbelotto M, Kasuga T. Characterization of phenotypic variation and genome aberrations observed among Phytophthora ramorum isolates from diverse hosts. BMC Genomics 2018; 19:320. [PMID: 29720102 PMCID: PMC5932867 DOI: 10.1186/s12864-018-4709-7] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2018] [Accepted: 04/22/2018] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Accumulating evidence suggests that genome plasticity allows filamentous plant pathogens to adapt to changing environments. Recently, the generalist plant pathogen Phytophthora ramorum has been documented to undergo irreversible phenotypic alterations accompanied by chromosomal aberrations when infecting trunks of mature oak trees (genus Quercus). In contrast, genomes and phenotypes of the pathogen derived from the foliage of California bay (Umbellularia californica) are usually stable. We define this phenomenon as host-induced phenotypic diversification (HIPD). P. ramorum also causes a severe foliar blight in some ornamental plants such as Rhododendron spp. and Viburnum spp., and isolates from these hosts occasionally show phenotypes resembling those from oak trunks that carry chromosomal aberrations. The aim of this study was to investigate variations in phenotypes and genomes of P. ramorum isolates from non-oak hosts and substrates to determine whether HIPD changes may be equivalent to those among isolates from oaks. RESULTS We analyzed genomes of diverse non-oak isolates including those taken from foliage of Rhododendron and other ornamental plants, as well as from natural host species, soil, and water. Isolates recovered from artificially inoculated oak logs were also examined. We identified diverse chromosomal aberrations including copy neutral loss of heterozygosity (cnLOH) and aneuploidy in isolates from non-oak hosts. Most identified aberrations in non-oak hosts were also common among oak isolates; however, trisomy, a frequent type of chromosomal aberration in oak isolates was not observed in isolates from Rhododendron. CONCLUSION This work cross-examined phenotypic variation and chromosomal aberrations in P. ramorum isolates from oak and non-oak hosts and substrates. The results suggest that HIPD comparable to that occurring in oak hosts occurs in non-oak environments such as in Rhododendron leaves. Rhododendron leaves are more easily available than mature oak stems and thus can potentially serve as a model host for the investigation of HIPD, the newly described plant-pathogen interaction.
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Affiliation(s)
- Marianne Elliott
- Washington State University Puyallup Research and Extension Center, Puyallup, Washington, 98371, USA
| | - Jennifer Yuzon
- Department of Plant Pathology, University of California, Davis, California, 95616, USA
| | - Mathu Malar C
- Computational Genomics Lab, Structural Biology and Bioinformatics Division, CSIR Indian Institute of Chemical Biology, Kolkata, 700032, India
| | - Sucheta Tripathy
- Computational Genomics Lab, Structural Biology and Bioinformatics Division, CSIR Indian Institute of Chemical Biology, Kolkata, 700032, India
| | - Mai Bui
- Crops Pathology and Genetics Research Unit, USDA Agricultural Research Service, Davis, California, 95616, USA
| | - Gary A Chastagner
- Washington State University Puyallup Research and Extension Center, Puyallup, Washington, 98371, USA
| | - Katie Coats
- Washington State University Puyallup Research and Extension Center, Puyallup, Washington, 98371, USA
| | - David M Rizzo
- Department of Plant Pathology, University of California, Davis, California, 95616, USA
| | - Matteo Garbelotto
- Department of Environmental Science, Policy, and Management, University of California, Berkeley, California, 94720, USA
| | - Takao Kasuga
- Crops Pathology and Genetics Research Unit, USDA Agricultural Research Service, Davis, California, 95616, USA.
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Matsubara Y, Sakai S. The role of flood regime on invasive success of exotic species growing in riparian environments. Biol Invasions 2016. [DOI: 10.1007/s10530-015-1049-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
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10
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Douhovnikoff V, Taylor SH, Hazelton ELG, Smith CM, O'Brien J. Maximal stomatal conductance to water and plasticity in stomatal traits differ between native and invasive introduced lineages of Phragmites australis in North America. AOB PLANTS 2016; 8:plw006. [PMID: 26819257 PMCID: PMC4789544 DOI: 10.1093/aobpla/plw006] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/24/2015] [Accepted: 01/12/2016] [Indexed: 05/22/2023]
Abstract
The fitness costs of reproduction by clonal growth can include a limited ability to adapt to environmental and temporal heterogeneity. Paradoxically, some facultatively clonal species are not only able to survive, but colonize, thrive and expand in heterogeneous environments. This is likely due to the capacity for acclimation (sensu stricto) that compensates for the fitness costs and complements the ecological advantages of clonality. Introduced Phragmites australis demonstrates great phenotypic plasticity in response to temperature, nutrient availability, geographic gradient, water depths, habitat fertility, atmospheric CO2, interspecific competition and intraspecific competition for light. However, no in situ comparative subspecies studies have explored the difference in plasticity between the non-invasive native lineage and the highly invasive introduced lineage. Clonality of the native and introduced lineages makes it possible to control for genetic variation, making P. australis a unique system for the comparative study of plasticity. Using previously identified clonal genotypes, we investigated differences in their phenotypic plasticity through measurements of the lengths and densities of stomata on both the abaxial (lower) and adaxial (upper) surfaces of leaves, and synthesized these measurements to estimate impacts on maximum stomatal conductance to water (gwmax). Results demonstrated that at three marsh sites, invasive lineages have consistently greater gwmax than their native congeners, as a result of greater stomatal densities and smaller stomata. Our analysis also suggests that phenotypic plasticity, determined as within-genotype variation in gwmax, of the invasive lineage is similar to, or exceeds, that shown by the native lineage.
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Affiliation(s)
- V Douhovnikoff
- Bowdoin College, 6500 College Station, Brunswick, ME 04011, USA
| | - S H Taylor
- Bowdoin College, 6500 College Station, Brunswick, ME 04011, USA
| | - E L G Hazelton
- Department of Watershed Sciences, Ecology Center, Utah State University, Logan, UT 84322, USA
| | - C M Smith
- Bowdoin College, 6500 College Station, Brunswick, ME 04011, USA
| | - J O'Brien
- Bowdoin College, 6500 College Station, Brunswick, ME 04011, USA
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Pre-adaptation or genetic shift after introduction in the invasive species Impatiens glandulifera? ACTA OECOLOGICA-INTERNATIONAL JOURNAL OF ECOLOGY 2016. [DOI: 10.1016/j.actao.2015.12.002] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
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12
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Geng Y, van Klinken RD, Sosa A, Li B, Chen J, Xu CY. The Relative Importance of Genetic Diversity and Phenotypic Plasticity in Determining Invasion Success of a Clonal Weed in the USA and China. FRONTIERS IN PLANT SCIENCE 2016; 7:213. [PMID: 26941769 PMCID: PMC4764702 DOI: 10.3389/fpls.2016.00213] [Citation(s) in RCA: 38] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/17/2015] [Accepted: 02/08/2016] [Indexed: 05/18/2023]
Abstract
Phenotypic plasticity has been proposed as an important adaptive strategy for clonal plants in heterogeneous habitats. Increased phenotypic plasticity can be especially beneficial for invasive clonal plants, allowing them to colonize new environments even when genetic diversity is low. However, the relative importance of genetic diversity and phenotypic plasticity for invasion success remains largely unknown. Here, we performed molecular marker analyses and a common garden experiment to investigate the genetic diversity and phenotypic plasticity of the globally important weed Alternanthera philoxeroides in response to different water availability (terrestrial vs. aquatic habitats). This species relies predominantly on clonal propagation in introduced ranges. We therefore expected genetic diversity to be restricted in the two sampled introduced ranges (the USA and China) when compared to the native range (Argentina), but that phenotypic plasticity may allow the species' full niche range to nonetheless be exploited. We found clones from China had very low genetic diversity in terms of both marker diversity and quantitative variation when compared with those from the USA and Argentina, probably reflecting different introduction histories. In contrast, similar patterns of phenotypic plasticity were found for clones from all three regions. Furthermore, despite the different levels of genetic diversity, bioclimatic modeling suggested that the full potential bioclimatic distribution had been invaded in both China and USA. Phenotypic plasticity, not genetic diversity, was therefore critical in allowing A. philoxeroides to invade diverse habitats across broad geographic areas.
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Affiliation(s)
- Yupeng Geng
- School of Ecology and Environmental Sciences, Institute of Ecology and Geobotany, Yunnan UniversityKunming, China
- Ministry of Education Key Laboratory for Biodiversity Science and Ecological Engineering, Institute of Biodiversity Science, Fudan UniversityShanghai, China
| | | | - Alejandro Sosa
- Fundación para el Estudio de Especies InvasivasHurlingham, Buenos Aires, Argentina
| | - Bo Li
- Ministry of Education Key Laboratory for Biodiversity Science and Ecological Engineering, Institute of Biodiversity Science, Fudan UniversityShanghai, China
| | - Jiakuan Chen
- Ministry of Education Key Laboratory for Biodiversity Science and Ecological Engineering, Institute of Biodiversity Science, Fudan UniversityShanghai, China
- *Correspondence: Jiakuan Chen
| | - Cheng-Yuan Xu
- School of Medical and Applied Sciences, Central Queensland UniversityBundaberg, QLD, Australia
- Cheng-Yuan Xu
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Invasive Eupatorium catarium and Ageratum conyzoides benefit more than does a common native plant from nutrient addition in both competitive and non-competitive environments. Ecol Res 2015. [DOI: 10.1007/s11284-015-1323-x] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
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Hou YP, Peng SL, Lin ZG, Huang QQ, Ni GY, Zhao N. Fast-growing and poorly shade-tolerant invasive species may exhibit higher physiological but not morphological plasticity compared with non-invasive species. Biol Invasions 2014. [DOI: 10.1007/s10530-014-0815-x] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
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15
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Invasion of Spartina alterniflora in China is greatly facilitated by increased growth and clonality: a comparative study of native and introduced populations. Biol Invasions 2014. [DOI: 10.1007/s10530-014-0796-9] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
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Plasticity-mediated persistence in new and changing environments. INTERNATIONAL JOURNAL OF EVOLUTIONARY BIOLOGY 2014; 2014:416497. [PMID: 25386380 PMCID: PMC4216699 DOI: 10.1155/2014/416497] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/18/2014] [Revised: 09/29/2014] [Accepted: 09/30/2014] [Indexed: 11/18/2022]
Abstract
Baldwin's synthesis of the Organicist position, first published in 1896 and elaborated in 1902, sought to rescue environmentally induced phenotypes from disrepute by showing their Darwinian significance. Of particular interest to Baldwin was plasticity's mediating role during environmental change or colonization—plastic individuals were more likely to successfully survive and reproduce in new environments than were nonplastic individuals. Once a population of plastic individuals had become established, plasticity could further mediate the future course of evolution. The evidence for plasticity-mediated persistence (PMP) is reviewed here with a particular focus on evolutionary rescue experiments, studies on invasive success, and the role of learning in survival. Many PMP studies are methodologically limited, showing that preexistent plasticity has utility in new environments (soft PMP) rather than directly demonstrating that plasticity is responsible for persistence (hard PMP). An ideal PMP study would be able to demonstrate that (1) plasticity preexisted environmental change, (2) plasticity was fortuitously beneficial in the new environment, (3) plasticity was responsible for individual persistence in the new environment, and (4) plasticity was responsible for population persistence in succeeding generations. Although PMP is not ubiquitous, Baldwin's hypotheses have been largely vindicated in theoretical and empirical studies, but much work remains.
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