Effects of local adaptation and interspecific competition on species’ responses to climate change

Local adaptation and species interactions have been shown to affect geographic ranges; therefore, we need models of climate impact that include both factors. To identify possible dynamics of species when including these factors, we ran simulations of two competing species using an individual‐based, coupled map–lattice model using a linear climatic gradient that varies across latitude and is warmed over time. Reproductive success is governed by an individual's adaptation to local climate as well as its location relative to global constraints. In exploratory experiments varying the strength of adaptation and competition, competition reduces genetic diversity and slows range change, although the two species can coexist in the absence of climate change and shift in the absence of competitors. We also found that one species can drive the other to extinction, sometimes long after climate change ends. Weak selection on local adaptation and poor dispersal ability also caused surfing of cooler‐adapted phenotypes from the expanding margin backwards, causing loss of warmer‐adapted phenotypes. Finally, geographic ranges can become disjointed, losing centrally‐adapted genotypes. These initial results suggest that the interplay between local adaptation and interspecific competition can significantly influence species’ responses to climate change, in a way that demands future research.

[1]  Greta Bocedi,et al.  Between migration load and evolutionary rescue: dispersal, adaptation and the response of spatially structured populations to environmental change , 2014, Proceedings of the Royal Society B: Biological Sciences.

[2]  T. Hovestadt,et al.  Predicting range shifts under global change: the balance between local adaptation and dispersal , 2013 .

[3]  T. Benton,et al.  Red noise increases extinction risk during rapid climate change , 2013 .

[4]  J. Biesmeijer,et al.  Improving species distribution models using biotic interactions: a case study of parasites, pollinators and plants , 2013 .

[5]  Roslyn C. Henry,et al.  Eco-evolutionary dynamics of range shifts: elastic margins and critical thresholds. , 2013, Journal of theoretical biology.

[6]  R. Stoks,et al.  Local genetic adaptation generates latitude‐specific effects of warming on predator–prey interactions , 2013, Global change biology.

[7]  Karin Johst,et al.  Interspecific interactions affect species and community responses to climate shifts , 2013 .

[8]  Matthew M. Osmond,et al.  How Competition Affects Evolutionary Rescue , 2013, bioRxiv.

[9]  J. Travis,et al.  Limited evolutionary rescue of locally adapted populations facing climate change , 2013, Philosophical Transactions of the Royal Society B: Biological Sciences.

[10]  B. Reineking,et al.  Biotic Interactions in the Face of Climate Change: A Comparison of Three Modelling Approaches , 2012, PloS one.

[11]  Carsten F. Dormann,et al.  Towards novel approaches to modelling biotic interactions in multispecies assemblages at large spatial extents , 2012 .

[12]  Patrick L. Thompson,et al.  Warming shifts top-down and bottom-up control of pond food web structure and function , 2012, Philosophical Transactions of the Royal Society B: Biological Sciences.

[13]  Jon Norberg,et al.  Eco-evolutionary responses of biodiversity to climate change , 2012 .

[14]  Timothy A Mousseau,et al.  The role of gene flow asymmetry along an environmental gradient in constraining local adaptation and range expansion , 2012, Journal of evolutionary biology.

[15]  Paul Opdam,et al.  Wrong place, wrong time: climate change‐induced range shift across fragmented habitat causes maladaptation and declined population size in a modelled bird species , 2012 .

[16]  W. D. Kissling,et al.  The role of biotic interactions in shaping distributions and realised assemblages of species: implications for species distribution modelling , 2012, Biological reviews of the Cambridge Philosophical Society.

[17]  S. Kalinowski,et al.  Evidence of Local Adaptation in Westslope Cutthroat Trout , 2012 .

[18]  Wilfried Thuiller,et al.  Accounting for dispersal and biotic interactions to disentangle the drivers of species distributions and their abundances. , 2012, Ecology letters.

[19]  C. Nilsson,et al.  How biotic interactions may alter future predictions of species distributions: future threats to the persistence of the arctic fox in Fennoscandia , 2012 .

[20]  D. Roy,et al.  Temperature-Dependent Alterations in Host Use Drive Rapid Range Expansion in a Butterfly , 2012, Science.

[21]  Kimberly S. Sheldon,et al.  On a collision course: competition and dispersal differences create no-analogue communities and cause extinctions during climate change , 2012, Proceedings of the Royal Society B: Biological Sciences.

[22]  M. Kirkpatrick,et al.  How do genetic correlations affect species range shifts in a changing environment? , 2012, Ecology letters.

[23]  J. Hellmann,et al.  The influence of species interactions on geographic range change under climate change , 2012, Annals of the New York Academy of Sciences.

[24]  T. Reusch,et al.  Consistent Pattern of Local Adaptation during an Experimental Heat Wave in a Pipefish-Trematode Host-Parasite System , 2012, PloS one.

[25]  J. H. Hunt,et al.  A conceptual model for the origin of worker behaviour and adaptation of eusociality , 2012, Journal of evolutionary biology.

[26]  J. Enjalbert,et al.  Genetic structure and local adaptation of European wheat yellow rust populations: the role of temperature-specific adaptation , 2011, Evolutionary applications.

[27]  O. Seehausen,et al.  Thermal adaptation and ecological speciation , 2011, Molecular ecology.

[28]  B. Barton Local adaptation to temperature conserves top-down control in a grassland food web , 2011, Proceedings of the Royal Society B: Biological Sciences.

[29]  Luc De Meester,et al.  A crucial step toward realism: responses to climate change from an evolving metacommunity perspective , 2011, Evolutionary applications.

[30]  J. McGraw,et al.  Evidence of Local Adaptation in the Demographic Response of American Ginseng to Interannual Temperature Variation , 2011, Conservation biology : the journal of the Society for Conservation Biology.

[31]  Björn C. Rall,et al.  Phylogenetic grouping, curvature and metabolic scaling in terrestrial invertebrates. , 2011, Ecology letters.

[32]  G. Mace,et al.  Beyond Predictions: Biodiversity Conservation in a Changing Climate , 2011, Science.

[33]  A. Hoffmann,et al.  Climate change and evolutionary adaptation , 2011, Nature.

[34]  H. Hillebrand Temperature mediates competitive exclusion and diversity in benthic microalgae under different N:P stoichiometry , 2011, Ecological Research.

[35]  L. A. Vøllestad,et al.  Strong gene flow and lack of stable population structure in the face of rapid adaptation to local temperature in a spring-spawning salmonid, the European grayling (Thymallus thymallus) , 2011, Heredity.

[36]  J. Hellmann,et al.  Adaptation to host plants may prevent rapid insect responses to climate change , 2010 .

[37]  J M J Travis,et al.  Local adaptation and the evolution of species' ranges under climate change. , 2010, Journal of theoretical biology.

[38]  M. Visser,et al.  Predicting species distribution and abundance responses to climate change: why it is essential to include biotic interactions across trophic levels , 2010, Philosophical Transactions of the Royal Society B: Biological Sciences.

[39]  G. Walther Community and ecosystem responses to recent climate change , 2010, Philosophical Transactions of the Royal Society B: Biological Sciences.

[40]  Richard Shine,et al.  Life-history evolution in range-shifting populations. , 2010, Ecology.

[41]  Robert D Holt,et al.  A framework for community interactions under climate change. , 2010, Trends in ecology & evolution.

[42]  F. Valladares,et al.  Phenotypic plasticity and local adaptation in leaf ecophysiological traits of 13 contrasting cork oak populations under different water availabilities. , 2010, Tree physiology.

[43]  Brian Huntley,et al.  Predicting spatial and temporal patterns of bud‐burst and spring frost risk in north‐west Europe: the implications of local adaptation to climate , 2010 .

[44]  L. Parrott,et al.  The effect of positive interactions on community structure in a multi-species metacommunity model along an environmental gradient , 2010 .

[45]  S. Aitken,et al.  Local adaptation at the range peripheries of Sitka spruce , 2010, Journal of evolutionary biology.

[46]  M. C. Urban,et al.  Community monopolization: local adaptation enhances priority effects in an evolving metacommunity , 2009, Proceedings of the Royal Society B: Biological Sciences.

[47]  L. Excoffier,et al.  Genetic Consequences of Range Expansions , 2009 .

[48]  R. Stoks,et al.  Local adaptation to higher temperatures reduces immigration success of genotypes from a warmer region in the water flea Daphnia , 2009 .

[49]  G. Marion,et al.  Species' Range: Adaptation in Space and Time , 2009, The American Naturalist.

[50]  Jason D. K. Dzurisin,et al.  Translocation experiments with butterflies reveal limits to enhancement of poleward populations under climate change , 2009, Proceedings of the National Academy of Sciences.

[51]  T. Mitchell-Olds,et al.  Local adaptation in European populations of Arabidopsis lyrata (Brassicaceae). , 2009, American journal of botany.

[52]  V. Loeschcke,et al.  Local adaptation of stress related traits in Drosophila buzzatii and Drosophila simulans in spite of high gene flow , 2009, Journal of evolutionary biology.

[53]  Robert D Holt,et al.  Trophic interactions and range limits: the diverse roles of predation , 2009, Proceedings of the Royal Society B: Biological Sciences.

[54]  C. Dytham Evolved dispersal strategies at range margins , 2009, Proceedings of the Royal Society B: Biological Sciences.

[55]  W. J. Kennington,et al.  Testing limits to adaptation along altitudinal gradients in rainforest Drosophila , 2009, Proceedings of the Royal Society B: Biological Sciences.

[56]  N. Moran,et al.  Species Response to Environmental Change: Impacts of Food Web Interactions and Evolution , 2009, Science.

[57]  V. Loeschcke,et al.  Local adaptation in brown trout early life-history traits: implications for climate change adaptability , 2008, Proceedings of the Royal Society B: Biological Sciences.

[58]  Ingolf Kühn,et al.  Climate change can cause spatial mismatch of trophically interacting species. , 2008, Ecology.

[59]  J. Bascompte,et al.  Global change and species interactions in terrestrial ecosystems. , 2008, Ecology letters.

[60]  Mike S. Fowler,et al.  Community extinction patterns in coloured environments , 2008, Proceedings of the Royal Society B: Biological Sciences.

[61]  L. Excoffier,et al.  Surfing during population expansions promotes genetic revolutions and structuration. , 2008, Trends in ecology & evolution.

[62]  R. Pachauri Climate change 2007. Synthesis report. Contribution of Working Groups I, II and III to the fourth assessment report , 2008 .

[63]  O. Leimar,et al.  Evolution of Phenotypic Clusters Through Competition and Local Adaptation Along an Environmental Gradient , 2008, Evolution; international journal of organic evolution.

[64]  T. Barraclough,et al.  Biodiversity inhibits species' evolutionary responses to changing environments. , 2008, Ecology letters.

[65]  S. Gandon,et al.  Moving beyond Common‐Garden and Transplant Designs: Insight into the Causes of Local Adaptation in Species Interactions , 2008, The American Naturalist.

[66]  E. Knapp,et al.  Effects of Competition and Life History Stage on the Expression of Local Adaptation in Two Native Bunchgrasses , 2008 .

[67]  Jacob Johansson Evolutionary Responses to Environmental Changes: How Does Competition Affect Adaptation? , 2008, Evolution; international journal of organic evolution.

[68]  Karin Johst,et al.  Deleterious mutations can surf to high densities on the wave front of an expanding population. , 2007, Molecular biology and evolution.

[69]  K. Rice,et al.  Facilitation across stress gradients: the importance of local adaptation. , 2007, Ecology.

[70]  Sarah C Elmendorf,et al.  CONTRASTING PLANT PHYSIOLOGICAL ADAPTATION TO CLIMATE IN THE NATIVE AND INTRODUCED RANGE OF HYPERICUM PERFORATUM , 2007, Evolution; international journal of organic evolution.

[71]  J. Hellmann,et al.  Constraints and reinforcement on adaptation under climate change: Selection of genetically correlated traits , 2007 .

[72]  J. Travis,et al.  Modelling species' range shifts in a changing climate: the impacts of biotic interactions, dispersal distance and the rate of climate change. , 2007, Journal of theoretical biology.

[73]  M. Power,et al.  Species Interactions Reverse Grassland Responses to Changing Climate , 2007, Science.

[74]  T. M. Bezemer,et al.  Climate vs. soil factors in local adaptation of two common plant species. , 2007, Ecology.

[75]  John E. Kutzbach,et al.  Projected distributions of novel and disappearing climates by 2100 AD , 2006, Proceedings of the National Academy of Sciences.

[76]  S. Mortimer,et al.  Detecting local adaptation in widespread grassland species – the importance of scale and local plant community , 2006 .

[77]  D. Matthies,et al.  Local adaptation in the monocarpic perennial Carlinavulgaris at different spatial scales across Europe , 2006, Oecologia.

[78]  Seraina Klopfstein,et al.  The fate of mutations surfing on the wave of a range expansion. , 2006, Molecular biology and evolution.

[79]  H. Dingle,et al.  Altitudinal variation in behavioural thermoregulation: local adaptation vs. plasticity in California grasshoppers , 2005, Journal of evolutionary biology.

[80]  J. Travis,et al.  The interplay of positive and negative species interactions across an environmental gradient: insights from an individual-based simulation model , 2005, Biology Letters.

[81]  T. Kawecki,et al.  Conceptual issues in local adaptation , 2004 .

[82]  C. S. Holling,et al.  Regime Shifts, Resilience, and Biodiversity in Ecosystem Management , 2004 .

[83]  C. Thomas,et al.  Changes in Dispersal during Species’ Range Expansions , 2004, The American Naturalist.

[84]  Julie R. Etterson,et al.  EVOLUTIONARY POTENTIAL OF CHAMAECRISTA FASCICULATA IN RELATION TO CLIMATE CHANGE. I. CLINAL PATTERNS OF SELECTION ALONG AN ENVIRONMENTAL GRADIENT IN THE GREAT PLAINS , 2004, Evolution; international journal of organic evolution.

[85]  Christopher A. Edmonds,et al.  Mutations arising in the wave front of an expanding population. , 2004, Proceedings of the National Academy of Sciences of the United States of America.

[86]  A. Green,et al.  PLANT PERFORMANCE ACROSS LATITUDE: THE ROLE OF PLASTICITY AND LOCAL ADAPTATION IN AN AQUATIC PLANT , 2003 .

[87]  A. Hoffmann,et al.  Low Potential for Climatic Stress Adaptation in a Rainforest Drosophila Species , 2003, Science.

[88]  J. Tellería,et al.  Effects of habitat heterogeneity and local adaptation on the body condition of a forest passerine at the edge of its distributional range , 2003 .

[89]  R. Gomulkiewicz,et al.  The phenomenology of niche evolution via quantitative traits in a ‘black-hole’ sink , 2003, Proceedings of the Royal Society of London. Series B: Biological Sciences.

[90]  Ulf Dieckmann,et al.  Speciation along environmental gradients , 2003, Nature.

[91]  Justin M. J. Travis,et al.  Dispersal evolution during invasions , 2002 .

[92]  S. Gandon,et al.  Local adaptation, evolutionary potential and host–parasite coevolution: interactions between migration, mutation, population size and generation time , 2002 .

[93]  S. Munch,et al.  Accounting for local physiological adaptation in bioenergetic models: testing hypotheses for growth rate evolution by virtual transplant experiments , 2002 .

[94]  K. Fiedler,et al.  Life-history plasticity in the butterfly Lycaena hippothoe: local adaptations and trade-offs , 2002 .

[95]  A. Troumbis,et al.  Local adaptation enhances performance of common plant species , 2001 .

[96]  T. Mitchell-Olds,et al.  Local adaptation across a climatic gradient despite small effective population size in the rare sapphire rockcress , 2001, Proceedings of the Royal Society of London. Series B: Biological Sciences.

[97]  James S. Clark,et al.  Invasion by Extremes: Population Spread with Variation in Dispersal and Reproduction , 2001, The American Naturalist.

[98]  Y. Taniguchi,et al.  CONDITION‐SPECIFIC COMPETITION: IMPLICATIONS FOR THE ALTITUDINAL DISTRIBUTION OF STREAM FISHES , 2000 .

[99]  Hal Caswell,et al.  DEMOGRAPHY AND DISPERSAL: CALCULATION AND SENSITIVITY ANALYSIS OF INVASION SPEED FOR STRUCTURED POPULATIONS , 2000 .

[100]  M. Taper,et al.  Interspecific Competition, Environmental Gradients, Gene Flow, and the Coevolution of Species' Borders , 2000, The American Naturalist.

[101]  J. Lawton,et al.  Making mistakes when predicting shifts in species range in response to global warming , 1998, Nature.

[102]  M. Kirkpatrick,et al.  Evolution of a Species' Range , 1997, The American Naturalist.

[103]  R. Gomulkiewicz,et al.  WHEN DOES EVOLUTION BY NATURAL SELECTION PREVENT EXTINCTION? , 1995, Evolution; international journal of organic evolution.

[104]  M. Ayres,et al.  Local Adaptation to Regional Climates in Papilio Canadensis (Lepidoptera: Papilionidae) , 1994 .

[105]  M. Wade GENOTYPE‐ENVIRONMENT INTERACTION FOR CLIMATE AND COMPETITION IN A NATURAL POPULATION OF FLOUR BEETLES, TRIBOLIUM CASTANEUM , 1990, Evolution; international journal of organic evolution.

[106]  R. Lande,et al.  A Model of Population Growth, Dispersal and Evolution in a Changing Environment , 1989 .

[107]  P. Huybers,et al.  Adaptation of US maize to temperature variations , 2013 .

[108]  Amy L. Parachnowitsch,et al.  Adapting with the enemy: local adaptation in plant-herbivore interactions. , 2012, The New phytologist.

[109]  J. Fornoni,et al.  Local adaptation: simultaneously considering herbivores and their host plants. , 2012, The New phytologist.

[110]  T. Hickler,et al.  Increasing range mismatching of interacting species under global change is related to their ecological characteristics , 2012 .

[111]  Carsten Rahbek,et al.  The patterns and causes of elevational diversity gradients , 2012 .

[112]  R. Guy,et al.  Climate-driven local adaptation of ecophysiology and phenology in balsam poplar, Populus balsamifera L. (Salicaceae). , 2011, American journal of botany.

[113]  Richard C. Edmunds,et al.  Exposing local adaptation: synergistic stressors elicit population-specific lactate dehydrogenase-B (ldh-b) expression profiles in Australian barramundi, Lates calcarifer , 2011, Aquatic Sciences.

[114]  Anna‐Liisa Laine Temperature-mediated patterns of local adaptation in a natural plant-pathogen metapopulation. , 2008, Ecology letters.