Marlène Gamelon, Juliano Morimoto, Hannah J. White
{"title":"Special Feature: Intraspecific variation in ecology & evolution","authors":"Marlène Gamelon, Juliano Morimoto, Hannah J. White","doi":"10.1111/1365-2656.14244","DOIUrl":null,"url":null,"abstract":"<p>Species across the tree of life differ in many aspects. Comparative analyses and meta-analyses in both animal and plant kingdoms have brought significant insights on interspecific variation (e.g. Raffard et al., <span>2019</span>; Siefert et al., <span>2015</span>). As ecologists, we often work on the assumption that interspecific variation is greater than intraspecific variation, despite the central role intraspecific variation plays in evolutionary theory (Darwin, <span>1859</span>). Yet, intraspecific variation may improve species' ability to respond and adapt to new environmental conditions, which is pivotal in the current context of global changes where both the mean and the variance of environmental conditions are changing. Therefore, it is surprising that the use of single average values per species has persisted across ecological research, from using mean values of ecological traits in community ecology (e.g. McGill et al., <span>2006</span>), to mean values of vital rates in population projection models (e.g. Caswell, <span>2006</span>; Vindenes et al., <span>2021</span>). Doing so ignores the genetic and phenotypic variation present within species, from individuals through to populations, often over-simplifying the complexity that exists in nature. In this special feature, Rosa et al. (<span>2025</span>) nicely exemplifies how ignoring intraspecific variation in vital rates can bias predictions of population growth rates from demographic models. The authors show that mixing vital rates (e.g. survival, recruitment) from different yellow-bellied toad (<i>Bombina variegata</i>) populations, inhabiting contrasting ecological contexts, in hybrid ‘Frankenstein’ matrices, would rely on the assumption that all populations have similar vital rates, independently on their habitats or encountered weather conditions. This strong and somewhat unrealistic biological assumption can lead hybrid matrices to produce biased predictions of population growth rates with potentially deleterious implications for conservation or management.</p><p>Up to now, the literature on intraspecific variation has focused on genetic diversity (Bolnick et al., <span>2011</span>; Hughes et al., <span>2008</span>). However, intraspecific variation may also be stochastic or environmentally induced (Fox & Kendall, <span>2002</span>; West-Eberhard, <span>2003</span>) and emerge as individual differences in behaviour (Réale et al., <span>2010</span>), phenotype (Douhard et al., <span>2013</span>), or demographic rates (Vindenes et al., <span>2008</span>), which can ultimately impact species interactions and coexistence (Bolnick et al., <span>2011</span>; Hart et al., <span>2016</span>; Violle et al., <span>2012</span>). Thus, intraspecific variation at the individual level can propagate across levels of biological organisation through to the whole ecosystem. For example, intraspecific variation has important ecological effects and its degradation can impact ecosystem processing and functioning (Des Roches et al., <span>2018</span>) as well as nature's contributions to people (Des Roches et al., <span>2021</span>). Therefore, integrating intraspecific variation into biodiversity research and conservation is crucial.</p><p>The articles in this special feature include research articles, concept papers and method papers that use both experimental and observational approaches. They explore intraspecific variation across fields within ecology and evolution, including animal behaviour, population ecology, and functional ecology investigated in a myriad of taxa, such as mammals (marmots, sheep, Northern Elephant seals, mice, etc.), insects (e.g. bumblebees, mosquitoes), birds (e.g. blue tit, superb starling, red knots), fish (e.g. guppies) and amphibians (e.g. boreal toads). This impressive corpus of studies clearly demonstrates that intraspecific variation is the rule rather than the exception and is widespread across the entire Tree of Life. We identified three dimensions within which intraspecific variation can be investigated and the contributions to this special feature show how these dimensions can uncover insights into intraspecific variation significance in ecological and evolutionary contexts (Figure 1): (Dimension 1: Organismal scales) how to look at intraspecific variation? Intraspecific variation has been explored both within and among populations, based either on the monitoring of individuals throughout their life or on among-population comparisons; (Dimension 2: Biological scales) where to look at intraspecific variation? Intraspecific variation can be studied at different levels of biological organisation, from molecule to population levels; and (Dimension 3: Environmental gradient) in which ecological contexts? Intraspecific variation may imply different abilities for individuals to cope with environmental stressors, with consequences for individual fitness and population persistence. Each of these dimensions enable us to put intraspecific variation into broader eco-evolutionary contexts. By looking at these three dimensions, future work will advance our understanding of how intraspecific competition, a prerequisite for evolution, shapes the striking biodiversity of our planet.</p><p>One way to explore intraspecific variation is to compare multiple populations within the same species under contrasting ecological conditions. In this special feature, several studies have compared populations across a gradient of environmental conditions; the comparison of urban versus forest blue tits <i>Cyanistes caeruleus</i> (Pitt et al., <span>2025</span>), or of mosquitos <i>Aedes sierrensis</i> along a latitudinal gradient (Lyberger et al., <span>2025</span>), shed new light on intraspecific variation in phenotypic traits in nature. In particular, in tits, the removal of eggs cannot be compensated by the production of a new egg in an urban environment, whereas it can be in the forest blue tit, highlighting intraspecific variation in the ability to deal with artificially reduced reproduction. In mosquitoes, body size increases with latitude and decreases with increasing temperature, providing clear evidence for intraspecific variation in this key phenotypic trait. Comparative analyses involving multiple populations (i.e. among-population comparisons) are powerful tools to tackle the question of intraspecific variation across space and possibly time. Intraspecific variation can also be explored through the direct comparison of different individuals within a given population. In mice and voles for example, Humphreys and Mortelliti (<span>2025</span>) demonstrate high among-individual differences in pilfering personalities within a population. Another study in this issue has investigated how intraspecific variation in sleep varies throughout ontogeny by comparing different individuals in a wild population of fallow deer <i>Dama dama</i> whilst accounting for age and environmental conditions (Mortlock et al. <span>2025</span>).</p><p>Our knowledge on intraspecific variation can also be improved by looking more closely at within-individual variation. For instance, thanks to their longitudinal long-term monitoring of female elephant seals <i>Mirounga angustirostris</i> throughout their (whole) life in the wild, Payne et al. (<span>2024</span>) show that among-individual differences in reproductive success observed at the population level are due to a decline of reproductive performance with increasing age. This demonstration of reproductive senescence in such a long-lived species shows that intraspecific variation in reproduction output observed at the population level partly results from an individual decrease of performance with increasing age. Likewise, within-individual variation in mating tactics has been highlighted in male Trinidadian guppies (<i>Poecilia reticulata</i>), depending on the predation regimes they were adapted to (Yang et al., <span>2025</span>), demonstrating experimentally clear developmental plasticity in brain morphology.</p><p>The contributing studies to this special feature highlight the range of levels of biological organisation at which intraspecific variation can be observed and measured, going from differences reported at the molecular level to trait heterogeneities identified at the population level. Proximate mechanisms underlying observed intraspecific variation are, in general, poorly studied. Wolf et al. (<span>2025</span>) address this gap by demonstrating that shelterin protein gene expression varies latitudinally and correlates more strongly with body size differences than telomere length across populations of tree swallow (<i>Tachycineta bicolor</i>). Castellanos-Labarcena et al. (<span>2025</span>) also use a molecular approach to investigate latitudinal gradients, showing that in parasitic wasps, the unusual pattern of high species richness in temperate regions has a weak, positive relationship with intraspecific diversity determined by mitochondrial DNA. These studies demonstrate that understanding intraspecific variation at a molecular level can contribute towards our knowledge of processes leading to spatial patterns of taxonomic and phenotypic diversity at higher levels of organisation.</p><p>Intraspecific variation is often also investigated by measuring differences in phenotypic traits among individuals. Life-history and morphological traits are commonly studied individual characteristics in this special feature. They include body size/mass (e.g. Fitzgerald et al., <span>2025</span>; Lyberger et al., <span>2025</span>), clutch size (e.g. Pitt et al., <span>2025</span>), and reproductive traits (e.g. Aich et al., <span>2024</span>) to name just a few examples. Behavioural traits are also well represented in this special feature, with pilfering personalities in small mammals (Humphreys & Mortelliti, <span>2025</span>), and activity (Aich et al., <span>2024</span>) or mating tactics in guppies (Yang et al., <span>2025</span>), as well as sleep behaviour in fallow deer (Mortlock et al. <span>2025</span>).</p><p>Moving from individual to group and then population level characteristics, studies often investigate ultimate mechanisms shaping intraspecific variation (e.g. environment, population density). For example, Shah and Rubenstein (<span>2025</span>) show how variation in within-population group structure of superb starling (<i>Lamprotornis superbus</i>) is related to habitat through directional dispersal from low to high habitat quality, while Fitzgerald et al. (<span>2025</span>) demonstrate that environmental filtering of body size in multiple bumblebee species acts across multiple moments of trait distributions, with wider ecological consequences on variation in diet breadth and phenology. Vital rates, such as survival and fecundity, often estimated for a category of individuals (e.g. of a given age, of a given sex) can also shed new light on intraspecific variation. For instance, among-individual differences related to age in fecundity lead to intraspecific variation in fecundity rates in a strongly age-structured population such as elephant seals (Payne et al., <span>2024</span>). Along the same line, different populations of the same species inhabiting contrasting habitat types can show markedly different vital rates (Rosa et al., <span>2025</span>), reflecting intraspecific variation (i.e. among-population differences).</p><p>One important motivation for investigating intraspecific variation is how individuals of a species respond differently to environmental stress, with implications for population persistence under global environmental changes. The contributions to this special feature highlight three key classes of environmental stressors within which intraspecific variation has been investigated: biotic (e.g. pathogens, predators), abiotic (climate or weather, latitudinal gradient) and anthropogenic (e.g. pollution, urbanisation) factors.</p><p>For example, within disease ecology research, traditional labelling of an entire host species as tolerant or resistant obscures the intraspecific variation of host susceptibility. Hardy et al. (<span>2025</span>) suggest that differences across populations can help inform conservation activities such as targeted translocations after demonstrating differences in tolerance and resistance of boreal toad (<i>Anaxyrus boreas boreas</i>) populations to the fungal pathogen <i>Batrachochytrium dendrobatidis</i>. Similarly, when facing various climatic conditions, high intraspecific variation in body size can be observed in mosquitoes along a latitudinal gradient (Lyberger et al., <span>2025</span>) or in bumblebees (Fitzgerald et al., <span>2025</span>). These studies linking climatic conditions to intraspecific variation have strong implications in the context of climate changes, as they can inform on individuals' ability to respond to new environmental conditions. Furthermore, it is important to consider intraspecific variation in the context of both biotic and abiotic factors together, as encouraged by Costa-Pereira and Shaner (<span>2025</span>) in their concept paper.</p><p>Another example of the importance of accounting for intraspecific variation when assessing the effect of an environmental stressor in the wild is provided by Aich et al. (<span>2024</span>). They exposed the progeny of wild caught guppies to different ecologically relevant concentrations of a pharmaceutical pollutant to show that not only does this stressor impact individual behaviour, life history and reproductive traits but also individual level correlations between sets of traits. This between-individual variation in trade-offs can have important consequences for population and individual resilience to environmental stressors. Individual level correlations between sets of traits, also called life-history trade-offs, have been studied experimentally in ‘controlled’ studies, but it remains hard to detect them in the wild. One of the reasons is that trade-off expressions are context-dependent, that is they may depend on environmental conditions. To account for that, Bliard et al. (<span>2025</span>) propose a novel approach they apply to long-term data collected on yellow-bellied marmots (<i>Marmota flaviventris</i>) and Soay sheep (<i>Ovis aries</i>), which allows detecting context dependence in the expression of trade-offs. As trade-off expressions can vary over time within a population due to changes of the environmental context, the question ‘in which ecological context’ is crucial.</p><p>Although the concept of individual heterogeneity has been intensively studied in population ecology and demography research (e.g. Cam et al., <span>2016</span>; Forsythe et al., <span>2021</span>; Gimenez et al., <span>2018</span>; Stover et al., <span>2012</span>; Tuljapurkar et al., <span>2009</span>; Van Daalen & Caswell, <span>2020</span>; Wilson & Nussey, <span>2010</span>), as also well highlighted by the contributions of this special feature, the identification and quantification of intraspecific variation in other fields of ecology and evolution such as community ecology and macroecology has lagged behind. This is true even in plant-focused studies, despite the history of trait research in plant ecology (Schleuning et al., <span>2023</span>; Westerband et al., <span>2021</span>). One challenge has been the availability of individual-level data, which is required to assess reliably intra-specific variability. Although there have been substantial efforts to address this topic in plants, with large scale databases holding individual observations of plant ecological traits (e.g., TRY, Kattge et al., <span>2011</span>), many animal trait databases are still only available at the species level e.g., PanTHERIA (Jones et al., <span>2009</span>) and EltonTraits (Wilman et al., <span>2014</span>). The publication of AVONET (Tobias et al., <span>2022</span>), which includes individual-level data for lots of bird species is a significant advance in addressing this shortfall, although the challenge remains for less well-studied taxa, and even for small scale studies, measuring intraspecific variation is generally acknowledged as a caveat in community ecology research (Violle et al., <span>2012</span>). Yet we know that across spatiotemporal scales, intraspecific trait variation has an important role to play in ecological patterns and processes. For example, at large spatial scales, intraspecific variation in species traits may explain differences in population responses to habitat transformation across their ranges (Banks-Leite et al., <span>2022</span>).</p><p>This special feature shows that this challenge remains, with substantially fewer papers measuring and investigating intraspecific variation of ecological and life history traits than behavioural and population ecology studies. One trait, however, that has facilitated investigation into intraspecific trait variation in animal ecology is body size and/or mass as shown in this special feature by Fitzgerald et al. (<span>2025</span>), Lyberger et al. (<span>2025</span>) and Wolf et al. (<span>2025</span>). Yet moving beyond body mass has proved challenging, and even at the species level, the only complete trait data within many trait databases is body mass (Tobias et al., <span>2022</span>). Expanding the number of ecological and life history traits measured at the individual level will further facilitate the integration of intraspecific variation into a broader range of fields within ecology and evolution, including functional and community ecology, and provide a more holistic understanding of intraspecific trait variation.</p><p>The special feature also highlights the need to consider multiple moments of intraspecific variation. Beyond the consideration of single average values across a species, even when investigating intraspecific variation, we have often focused on average values within, for example, a population. This, however, ignores other aspects of the distribution of values within a species such as variance and kurtosis. Therefore, a key methodological approach going forwards in the field of intraspecific variation is the quantification of multiple moments to reveal, for example, information relating to environmental filtering and impacts on ecosystem processes, as demonstrated by Fitzgerald et al. (<span>2025</span>).</p><p>As shown in this special feature, intraspecific variation can be classified in many ways, and although almost ubiquitous across fields of study in ecology and evolution, its definition, classification and quantification vary greatly among studies. Costa-Pereira and Shaner (<span>2025</span>) argue that variation in individual niche specialisation has primarily used resource niche axes for its quantification (e.g. Arroyo-Correa et al., <span>2023</span>; Costa-Pereira et al., <span>2019</span>), often ignoring intraspecific variation in environmental associations. They propose a multidimensional approach to study individual niche specialisation by incorporating both biotic and abiotic niche axes and call for both empirical ecologists and theoreticians to integrate resource use and environmental associations across space and time to show how intraspecific variation can lead to emergent properties at higher levels of biological organisation, and maximise the data available to quantify n-dimensional niches.</p><p>This emphasises how intraspecific variation may lead to emergent properties at higher biological levels of organisation. For example, Castellanos-Labarcena et al. (<span>2025</span>) demonstrate in this special feature that variation at the genetic level can contribute towards our knowledge of emergent patterns at the species and community scales. Furthermore, intraspecific variation can have broader ecological impacts. Humphreys and Mortelliti (<span>2025</span>) suggest that variation in caching behaviour of small mammals has important implications for the ecosystem service of seed dispersal, and thus forest regeneration. We believe that understanding how intraspecific variation can lead to broader scale ecological patterns is an important direction for future research in this field, particularly due to its potential impacts on ecological processes and nature's contributions to people (Des Roches et al., <span>2018</span>; Des Roches et al., <span>2021</span>).</p><p>Intraspecific variation is a key process underpinning evolution. As a result, it is ubiquitous across research areas in ecology and evolution. This special feature highlights the diversity and breadth of approaches that can be used to uncover insights into intraspecific variation. We identified three key dimensions upon which contributions in this special feature to our understanding of intraspecific variation belong (Figure 1). First, we identified the axis of <i>organismal scale</i> where intraspecific variation can be investigated within an individual right through to among populations. Second, we identified the axis of <i>biological scale</i> where intraspecific variation occurs from the molecular to the among-population levels, with implications for emergent patterns at higher levels of biological organisation such as at the community scale, although the paucity of studies at this scale highlights the remaining challenges in this field. Finally, we identified the <i>environmental gradient</i>, which is the ecological context within which intraspecific variation is placed, which includes biotic and abiotic interactions. We call, along with the authors of the papers featured here, for more consideration of intraspecific variation in studies in ecology and evolution, as the use of single-value averages for species has restricted the capacity for comparative analyses at multiple levels, from molecular patterns, organismal processes and through to populations and community assemblages.</p><p>Marlene Gamelon and Hannah J. White wrote the first draft of the manuscript. All authors provided inputs for the figure, revised the manuscript and approved its submission.</p><p>The authors have no conflict of interest to declare.</p>","PeriodicalId":14934,"journal":{"name":"Journal of Animal Ecology","volume":"94 3","pages":"262-267"},"PeriodicalIF":3.7000,"publicationDate":"2025-03-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1111/1365-2656.14244","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Animal Ecology","FirstCategoryId":"93","ListUrlMain":"https://besjournals.onlinelibrary.wiley.com/doi/10.1111/1365-2656.14244","RegionNum":1,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ECOLOGY","Score":null,"Total":0}
引用次数: 0
Abstract
Species across the tree of life differ in many aspects. Comparative analyses and meta-analyses in both animal and plant kingdoms have brought significant insights on interspecific variation (e.g. Raffard et al., 2019; Siefert et al., 2015). As ecologists, we often work on the assumption that interspecific variation is greater than intraspecific variation, despite the central role intraspecific variation plays in evolutionary theory (Darwin, 1859). Yet, intraspecific variation may improve species' ability to respond and adapt to new environmental conditions, which is pivotal in the current context of global changes where both the mean and the variance of environmental conditions are changing. Therefore, it is surprising that the use of single average values per species has persisted across ecological research, from using mean values of ecological traits in community ecology (e.g. McGill et al., 2006), to mean values of vital rates in population projection models (e.g. Caswell, 2006; Vindenes et al., 2021). Doing so ignores the genetic and phenotypic variation present within species, from individuals through to populations, often over-simplifying the complexity that exists in nature. In this special feature, Rosa et al. (2025) nicely exemplifies how ignoring intraspecific variation in vital rates can bias predictions of population growth rates from demographic models. The authors show that mixing vital rates (e.g. survival, recruitment) from different yellow-bellied toad (Bombina variegata) populations, inhabiting contrasting ecological contexts, in hybrid ‘Frankenstein’ matrices, would rely on the assumption that all populations have similar vital rates, independently on their habitats or encountered weather conditions. This strong and somewhat unrealistic biological assumption can lead hybrid matrices to produce biased predictions of population growth rates with potentially deleterious implications for conservation or management.
Up to now, the literature on intraspecific variation has focused on genetic diversity (Bolnick et al., 2011; Hughes et al., 2008). However, intraspecific variation may also be stochastic or environmentally induced (Fox & Kendall, 2002; West-Eberhard, 2003) and emerge as individual differences in behaviour (Réale et al., 2010), phenotype (Douhard et al., 2013), or demographic rates (Vindenes et al., 2008), which can ultimately impact species interactions and coexistence (Bolnick et al., 2011; Hart et al., 2016; Violle et al., 2012). Thus, intraspecific variation at the individual level can propagate across levels of biological organisation through to the whole ecosystem. For example, intraspecific variation has important ecological effects and its degradation can impact ecosystem processing and functioning (Des Roches et al., 2018) as well as nature's contributions to people (Des Roches et al., 2021). Therefore, integrating intraspecific variation into biodiversity research and conservation is crucial.
The articles in this special feature include research articles, concept papers and method papers that use both experimental and observational approaches. They explore intraspecific variation across fields within ecology and evolution, including animal behaviour, population ecology, and functional ecology investigated in a myriad of taxa, such as mammals (marmots, sheep, Northern Elephant seals, mice, etc.), insects (e.g. bumblebees, mosquitoes), birds (e.g. blue tit, superb starling, red knots), fish (e.g. guppies) and amphibians (e.g. boreal toads). This impressive corpus of studies clearly demonstrates that intraspecific variation is the rule rather than the exception and is widespread across the entire Tree of Life. We identified three dimensions within which intraspecific variation can be investigated and the contributions to this special feature show how these dimensions can uncover insights into intraspecific variation significance in ecological and evolutionary contexts (Figure 1): (Dimension 1: Organismal scales) how to look at intraspecific variation? Intraspecific variation has been explored both within and among populations, based either on the monitoring of individuals throughout their life or on among-population comparisons; (Dimension 2: Biological scales) where to look at intraspecific variation? Intraspecific variation can be studied at different levels of biological organisation, from molecule to population levels; and (Dimension 3: Environmental gradient) in which ecological contexts? Intraspecific variation may imply different abilities for individuals to cope with environmental stressors, with consequences for individual fitness and population persistence. Each of these dimensions enable us to put intraspecific variation into broader eco-evolutionary contexts. By looking at these three dimensions, future work will advance our understanding of how intraspecific competition, a prerequisite for evolution, shapes the striking biodiversity of our planet.
One way to explore intraspecific variation is to compare multiple populations within the same species under contrasting ecological conditions. In this special feature, several studies have compared populations across a gradient of environmental conditions; the comparison of urban versus forest blue tits Cyanistes caeruleus (Pitt et al., 2025), or of mosquitos Aedes sierrensis along a latitudinal gradient (Lyberger et al., 2025), shed new light on intraspecific variation in phenotypic traits in nature. In particular, in tits, the removal of eggs cannot be compensated by the production of a new egg in an urban environment, whereas it can be in the forest blue tit, highlighting intraspecific variation in the ability to deal with artificially reduced reproduction. In mosquitoes, body size increases with latitude and decreases with increasing temperature, providing clear evidence for intraspecific variation in this key phenotypic trait. Comparative analyses involving multiple populations (i.e. among-population comparisons) are powerful tools to tackle the question of intraspecific variation across space and possibly time. Intraspecific variation can also be explored through the direct comparison of different individuals within a given population. In mice and voles for example, Humphreys and Mortelliti (2025) demonstrate high among-individual differences in pilfering personalities within a population. Another study in this issue has investigated how intraspecific variation in sleep varies throughout ontogeny by comparing different individuals in a wild population of fallow deer Dama dama whilst accounting for age and environmental conditions (Mortlock et al. 2025).
Our knowledge on intraspecific variation can also be improved by looking more closely at within-individual variation. For instance, thanks to their longitudinal long-term monitoring of female elephant seals Mirounga angustirostris throughout their (whole) life in the wild, Payne et al. (2024) show that among-individual differences in reproductive success observed at the population level are due to a decline of reproductive performance with increasing age. This demonstration of reproductive senescence in such a long-lived species shows that intraspecific variation in reproduction output observed at the population level partly results from an individual decrease of performance with increasing age. Likewise, within-individual variation in mating tactics has been highlighted in male Trinidadian guppies (Poecilia reticulata), depending on the predation regimes they were adapted to (Yang et al., 2025), demonstrating experimentally clear developmental plasticity in brain morphology.
The contributing studies to this special feature highlight the range of levels of biological organisation at which intraspecific variation can be observed and measured, going from differences reported at the molecular level to trait heterogeneities identified at the population level. Proximate mechanisms underlying observed intraspecific variation are, in general, poorly studied. Wolf et al. (2025) address this gap by demonstrating that shelterin protein gene expression varies latitudinally and correlates more strongly with body size differences than telomere length across populations of tree swallow (Tachycineta bicolor). Castellanos-Labarcena et al. (2025) also use a molecular approach to investigate latitudinal gradients, showing that in parasitic wasps, the unusual pattern of high species richness in temperate regions has a weak, positive relationship with intraspecific diversity determined by mitochondrial DNA. These studies demonstrate that understanding intraspecific variation at a molecular level can contribute towards our knowledge of processes leading to spatial patterns of taxonomic and phenotypic diversity at higher levels of organisation.
Intraspecific variation is often also investigated by measuring differences in phenotypic traits among individuals. Life-history and morphological traits are commonly studied individual characteristics in this special feature. They include body size/mass (e.g. Fitzgerald et al., 2025; Lyberger et al., 2025), clutch size (e.g. Pitt et al., 2025), and reproductive traits (e.g. Aich et al., 2024) to name just a few examples. Behavioural traits are also well represented in this special feature, with pilfering personalities in small mammals (Humphreys & Mortelliti, 2025), and activity (Aich et al., 2024) or mating tactics in guppies (Yang et al., 2025), as well as sleep behaviour in fallow deer (Mortlock et al. 2025).
Moving from individual to group and then population level characteristics, studies often investigate ultimate mechanisms shaping intraspecific variation (e.g. environment, population density). For example, Shah and Rubenstein (2025) show how variation in within-population group structure of superb starling (Lamprotornis superbus) is related to habitat through directional dispersal from low to high habitat quality, while Fitzgerald et al. (2025) demonstrate that environmental filtering of body size in multiple bumblebee species acts across multiple moments of trait distributions, with wider ecological consequences on variation in diet breadth and phenology. Vital rates, such as survival and fecundity, often estimated for a category of individuals (e.g. of a given age, of a given sex) can also shed new light on intraspecific variation. For instance, among-individual differences related to age in fecundity lead to intraspecific variation in fecundity rates in a strongly age-structured population such as elephant seals (Payne et al., 2024). Along the same line, different populations of the same species inhabiting contrasting habitat types can show markedly different vital rates (Rosa et al., 2025), reflecting intraspecific variation (i.e. among-population differences).
One important motivation for investigating intraspecific variation is how individuals of a species respond differently to environmental stress, with implications for population persistence under global environmental changes. The contributions to this special feature highlight three key classes of environmental stressors within which intraspecific variation has been investigated: biotic (e.g. pathogens, predators), abiotic (climate or weather, latitudinal gradient) and anthropogenic (e.g. pollution, urbanisation) factors.
For example, within disease ecology research, traditional labelling of an entire host species as tolerant or resistant obscures the intraspecific variation of host susceptibility. Hardy et al. (2025) suggest that differences across populations can help inform conservation activities such as targeted translocations after demonstrating differences in tolerance and resistance of boreal toad (Anaxyrus boreas boreas) populations to the fungal pathogen Batrachochytrium dendrobatidis. Similarly, when facing various climatic conditions, high intraspecific variation in body size can be observed in mosquitoes along a latitudinal gradient (Lyberger et al., 2025) or in bumblebees (Fitzgerald et al., 2025). These studies linking climatic conditions to intraspecific variation have strong implications in the context of climate changes, as they can inform on individuals' ability to respond to new environmental conditions. Furthermore, it is important to consider intraspecific variation in the context of both biotic and abiotic factors together, as encouraged by Costa-Pereira and Shaner (2025) in their concept paper.
Another example of the importance of accounting for intraspecific variation when assessing the effect of an environmental stressor in the wild is provided by Aich et al. (2024). They exposed the progeny of wild caught guppies to different ecologically relevant concentrations of a pharmaceutical pollutant to show that not only does this stressor impact individual behaviour, life history and reproductive traits but also individual level correlations between sets of traits. This between-individual variation in trade-offs can have important consequences for population and individual resilience to environmental stressors. Individual level correlations between sets of traits, also called life-history trade-offs, have been studied experimentally in ‘controlled’ studies, but it remains hard to detect them in the wild. One of the reasons is that trade-off expressions are context-dependent, that is they may depend on environmental conditions. To account for that, Bliard et al. (2025) propose a novel approach they apply to long-term data collected on yellow-bellied marmots (Marmota flaviventris) and Soay sheep (Ovis aries), which allows detecting context dependence in the expression of trade-offs. As trade-off expressions can vary over time within a population due to changes of the environmental context, the question ‘in which ecological context’ is crucial.
Although the concept of individual heterogeneity has been intensively studied in population ecology and demography research (e.g. Cam et al., 2016; Forsythe et al., 2021; Gimenez et al., 2018; Stover et al., 2012; Tuljapurkar et al., 2009; Van Daalen & Caswell, 2020; Wilson & Nussey, 2010), as also well highlighted by the contributions of this special feature, the identification and quantification of intraspecific variation in other fields of ecology and evolution such as community ecology and macroecology has lagged behind. This is true even in plant-focused studies, despite the history of trait research in plant ecology (Schleuning et al., 2023; Westerband et al., 2021). One challenge has been the availability of individual-level data, which is required to assess reliably intra-specific variability. Although there have been substantial efforts to address this topic in plants, with large scale databases holding individual observations of plant ecological traits (e.g., TRY, Kattge et al., 2011), many animal trait databases are still only available at the species level e.g., PanTHERIA (Jones et al., 2009) and EltonTraits (Wilman et al., 2014). The publication of AVONET (Tobias et al., 2022), which includes individual-level data for lots of bird species is a significant advance in addressing this shortfall, although the challenge remains for less well-studied taxa, and even for small scale studies, measuring intraspecific variation is generally acknowledged as a caveat in community ecology research (Violle et al., 2012). Yet we know that across spatiotemporal scales, intraspecific trait variation has an important role to play in ecological patterns and processes. For example, at large spatial scales, intraspecific variation in species traits may explain differences in population responses to habitat transformation across their ranges (Banks-Leite et al., 2022).
This special feature shows that this challenge remains, with substantially fewer papers measuring and investigating intraspecific variation of ecological and life history traits than behavioural and population ecology studies. One trait, however, that has facilitated investigation into intraspecific trait variation in animal ecology is body size and/or mass as shown in this special feature by Fitzgerald et al. (2025), Lyberger et al. (2025) and Wolf et al. (2025). Yet moving beyond body mass has proved challenging, and even at the species level, the only complete trait data within many trait databases is body mass (Tobias et al., 2022). Expanding the number of ecological and life history traits measured at the individual level will further facilitate the integration of intraspecific variation into a broader range of fields within ecology and evolution, including functional and community ecology, and provide a more holistic understanding of intraspecific trait variation.
The special feature also highlights the need to consider multiple moments of intraspecific variation. Beyond the consideration of single average values across a species, even when investigating intraspecific variation, we have often focused on average values within, for example, a population. This, however, ignores other aspects of the distribution of values within a species such as variance and kurtosis. Therefore, a key methodological approach going forwards in the field of intraspecific variation is the quantification of multiple moments to reveal, for example, information relating to environmental filtering and impacts on ecosystem processes, as demonstrated by Fitzgerald et al. (2025).
As shown in this special feature, intraspecific variation can be classified in many ways, and although almost ubiquitous across fields of study in ecology and evolution, its definition, classification and quantification vary greatly among studies. Costa-Pereira and Shaner (2025) argue that variation in individual niche specialisation has primarily used resource niche axes for its quantification (e.g. Arroyo-Correa et al., 2023; Costa-Pereira et al., 2019), often ignoring intraspecific variation in environmental associations. They propose a multidimensional approach to study individual niche specialisation by incorporating both biotic and abiotic niche axes and call for both empirical ecologists and theoreticians to integrate resource use and environmental associations across space and time to show how intraspecific variation can lead to emergent properties at higher levels of biological organisation, and maximise the data available to quantify n-dimensional niches.
This emphasises how intraspecific variation may lead to emergent properties at higher biological levels of organisation. For example, Castellanos-Labarcena et al. (2025) demonstrate in this special feature that variation at the genetic level can contribute towards our knowledge of emergent patterns at the species and community scales. Furthermore, intraspecific variation can have broader ecological impacts. Humphreys and Mortelliti (2025) suggest that variation in caching behaviour of small mammals has important implications for the ecosystem service of seed dispersal, and thus forest regeneration. We believe that understanding how intraspecific variation can lead to broader scale ecological patterns is an important direction for future research in this field, particularly due to its potential impacts on ecological processes and nature's contributions to people (Des Roches et al., 2018; Des Roches et al., 2021).
Intraspecific variation is a key process underpinning evolution. As a result, it is ubiquitous across research areas in ecology and evolution. This special feature highlights the diversity and breadth of approaches that can be used to uncover insights into intraspecific variation. We identified three key dimensions upon which contributions in this special feature to our understanding of intraspecific variation belong (Figure 1). First, we identified the axis of organismal scale where intraspecific variation can be investigated within an individual right through to among populations. Second, we identified the axis of biological scale where intraspecific variation occurs from the molecular to the among-population levels, with implications for emergent patterns at higher levels of biological organisation such as at the community scale, although the paucity of studies at this scale highlights the remaining challenges in this field. Finally, we identified the environmental gradient, which is the ecological context within which intraspecific variation is placed, which includes biotic and abiotic interactions. We call, along with the authors of the papers featured here, for more consideration of intraspecific variation in studies in ecology and evolution, as the use of single-value averages for species has restricted the capacity for comparative analyses at multiple levels, from molecular patterns, organismal processes and through to populations and community assemblages.
Marlene Gamelon and Hannah J. White wrote the first draft of the manuscript. All authors provided inputs for the figure, revised the manuscript and approved its submission.
The authors have no conflict of interest to declare.
生命之树上的物种在许多方面都不同。动植物界的比较分析和荟萃分析为种间变异带来了重要见解(例如Raffard等人,2019;Siefert et al., 2015)。作为生态学家,我们经常假设种间变异大于种内变异,尽管种内变异在进化理论中起着核心作用(达尔文,1859)。然而,种内变异可能提高物种对新环境条件的反应和适应能力,这在当前全球变化的背景下是至关重要的,因为环境条件的平均值和方差都在变化。因此,令人惊讶的是,从在群落生态学中使用生态特征的平均值(例如McGill等人,2006年)到在种群预测模型中使用生命率的平均值(例如Caswell, 2006年;Vindenes et al., 2021)。这样做忽略了物种内部存在的遗传和表型变异,从个体到种群,往往过度简化了自然界中存在的复杂性。在这篇专题文章中,Rosa等人(2025)很好地举例说明了忽视生命率的种内变化如何会使人口模型对人口增长率的预测产生偏差。作者表明,在混合的“弗兰肯斯坦”矩阵中,将居住在不同生态环境中的不同黄腹蟾蜍(bomina variegata)种群的生命率(例如存活率、招募率)混合在一起,将依赖于所有种群具有相似的生命率的假设,而不依赖于它们的栖息地或遇到的天气条件。这种强烈而有些不切实际的生物学假设可能导致混合矩阵对人口增长率产生有偏见的预测,对保护或管理可能产生有害的影响。到目前为止,关于种内变异的文献主要集中在遗传多样性上(Bolnick et al., 2011;Hughes et al., 2008)。然而,种内变异也可能是随机的或环境诱导的(Fox &;肯德尔,2002;West-Eberhard, 2003),并表现为个体行为差异(r2013.ale et al., 2010)、表型差异(Douhard et al., 2013)或人口统计学差异(Vindenes et al., 2008),最终会影响物种的相互作用和共存(Bolnick et al., 2011;Hart et al., 2016;Violle et al., 2012)。因此,个体层面的种内变异可以通过整个生态系统传播到生物组织的各个层面。例如,种内变异具有重要的生态效应,其退化会影响生态系统的加工和功能(Des Roches et al., 2018)以及自然对人类的贡献(Des Roches et al., 2021)。因此,将种内变异纳入生物多样性的研究和保护是至关重要的。文章在这个特别的功能包括研究文章,概念论文和方法论文,使用实验和观察的方法。他们探索生态学和进化领域的种内变化,包括动物行为、种群生态学和功能生态学,研究了无数分类群,如哺乳动物(土拨鼠、羊、北方象海豹、老鼠等)、昆虫(如大黄蜂、蚊子)、鸟类(如蓝山雀、椋鸟、红结鸟)、鱼类(如孔雀鱼)和两栖动物(如北方蟾蜍)。这些令人印象深刻的研究清楚地表明,种内变异是一种规律,而不是例外,并且在整个生命之树中广泛存在。我们确定了可以研究种内变异的三个维度,对这一特殊特征的贡献表明,这些维度如何揭示在生态和进化背景下种内变异的重要性(图1):(维度1:有机体尺度)如何看待种内变异?基于对个体一生的监测或种群间的比较,研究了种群内和种群间的种内变异;(维度2:生物尺度)如何看待种内变异?种内变异可以在生物组织的不同水平上进行研究,从分子水平到群体水平;(维度3:环境梯度)在哪些生态背景下?种内变异可能意味着个体应对环境压力的能力不同,从而影响个体适应性和种群持久性。这些维度中的每一个都使我们能够将种内变异置于更广泛的生态进化背景中。通过观察这三个维度,未来的工作将推进我们对种内竞争(进化的先决条件)如何塑造我们星球上惊人的生物多样性的理解。 探索种内变异的一种方法是在不同的生态条件下比较同一物种内的多个种群。在这个专题中,几项研究比较了不同环境条件下的种群;城市蓝山雀与森林蓝山雀(Cyanistes caeruleus, Pitt et al., 2025)或西纹伊蚊(Aedes sierrensis, Lyberger et al., 2025)沿纬度梯度的比较揭示了自然界中表型性状的种内变异。特别是山雀,在城市环境中,鸟蛋的减少不能通过产生新的鸟蛋来补偿,而在森林蓝山雀中却可以,这突出了在处理人为减少繁殖的能力方面的种内差异。在蚊子中,体型随纬度升高而增大,随温度升高而减小,这为这一关键表型性状的种内变异提供了明确的证据。涉及多个种群的比较分析(即种群之间的比较)是解决跨空间和可能时间的种内变异问题的有力工具。种内变异也可以通过对给定种群内不同个体的直接比较来探索。以小鼠和田鼠为例,Humphreys和Mortelliti(2025)证明了种群中偷窃个性的个体差异很大。本期杂志的另一项研究通过比较野生休闲鹿Dama Dama种群中的不同个体,同时考虑年龄和环境条件,调查了睡眠在个体发育过程中的种内变化(Mortlock et al. 2025)。我们对种内变异的了解也可以通过更仔细地观察个体内变异来改进。例如,Payne等人(2024)通过对雌性海象miounga angustirostris在野外(整个)一生的纵向长期监测,表明在种群水平上观察到的繁殖成功的个体差异是由于繁殖能力随着年龄的增长而下降。在如此长寿的物种中出现的生殖衰老现象表明,在种群水平上观察到的生殖产出的种内变化部分是由于个体随着年龄的增长而表现下降。同样,雄性特立尼达孔雀鱼(Poecilia reticulata)的交配策略在个体内的差异也得到了强调,这取决于它们所适应的捕食制度(Yang等人,2025),实验证明了大脑形态中清晰的发育可塑性。对这一特殊特征有贡献的研究强调了可以观察和测量种内变异的生物组织水平的范围,从分子水平上报告的差异到种群水平上确定的性状异质性。一般来说,观察到的种内变异的近似机制研究得很少。Wolf等人(2025)通过证明在树燕(Tachycineta bicolor)种群中,庇护蛋白基因表达呈纬度变化,并且与体型差异的相关性比端粒长度更强,解决了这一差距。Castellanos-Labarcena等人(2025)也使用分子方法研究纬度梯度,表明温带地区寄生蜂物种丰富度高的不寻常模式与线粒体DNA决定的种内多样性存在微弱的正相关关系。这些研究表明,在分子水平上理解种内变异有助于我们在更高的组织水平上了解导致分类和表型多样性空间格局的过程。种内变异通常也通过测量个体间表型性状的差异来研究。生活史和形态特征是研究这一特殊特征的个体特征。它们包括身体尺寸/质量(例如Fitzgerald等人,2025;Lyberger et al., 2025),卵群大小(例如Pitt et al., 2025)和生殖特征(例如Aich et al., 2024)仅举几个例子。行为特征在这一特殊特征中也得到了很好的体现,小型哺乳动物的偷窃性格(Humphreys &;Mortelliti, 2025),孔雀鱼的活动(Aich等人,2024)或交配策略(Yang等人,2025),以及黇鹿的睡眠行为(Mortlock等人,2025)。从个体到群体,再到种群水平的特征,研究通常探讨形成种内变异的最终机制(例如环境、种群密度)。 例如,Shah和Rubenstein(2025)展示了超级椋鸟(Lamprotornis superbus)种群内群体结构的变化如何通过从低到高的栖息地质量的定向扩散与栖息地相关,而Fitzgerald等人(2025)证明了多种大黄蜂物种体型的环境过滤在性状分布的多个时刻起作用,对饮食宽度和物候的变化产生更广泛的生态影响。通常对某一类个体(例如特定年龄、特定性别)进行估计的存活率和繁殖力等生命率也可以为种内变异提供新的线索。例如,与繁殖力年龄相关的个体差异导致象海豹等年龄结构强烈的种群中繁殖力的种内变化(Payne et al., 2024)。同样,居住在不同生境类型的同一物种的不同种群可以表现出显著不同的生命率(Rosa et al., 2025),反映了种内变异(即种群间差异)。研究种内变异的一个重要动机是物种个体如何对环境压力做出不同的反应,从而影响全球环境变化下的种群持久性。对这一特殊特征的贡献突出了三种主要类型的环境压力源,其中种内变化已被研究:生物(如病原体,捕食者),非生物(气候或天气,纬度梯度)和人为(如污染,城市化)因素。例如,在疾病生态学研究中,将整个宿主物种标记为耐受性或抗性的传统做法模糊了宿主易感性的种内变异。Hardy等人(2025)认为,在证明北方蟾蜍(Anaxyrus boreas boreas)种群对真菌病原体Batrachochytrium dendroatidis的耐受性和抗性差异后,种群之间的差异可以帮助为保护活动提供信息,例如有针对性的易位。同样,当面对不同的气候条件时,可以观察到沿纬度梯度的蚊子(Lyberger et al., 2025)或大黄蜂(Fitzgerald et al., 2025)的体型在种内的高度变化。这些将气候条件与种内变异联系起来的研究在气候变化的背景下具有很强的意义,因为它们可以为个体对新环境条件的反应能力提供信息。此外,正如Costa-Pereira和Shaner(2025)在其概念论文中所鼓励的那样,在生物和非生物因素的背景下同时考虑种内变异是很重要的。Aich等人(2024)提供了另一个例子,说明在评估野外环境压力源的影响时考虑种内变异的重要性。他们将野生捕获的孔雀鱼的后代暴露在不同生态相关浓度的药物污染物中,以表明这种压力源不仅会影响个体行为、生活史和生殖特征,还会影响个体特征之间的个体水平相关性。这种个体间的权衡差异可能对种群和个体对环境压力的适应能力产生重要影响。个体水平的性状之间的相关性,也被称为生活史权衡,已经在“对照”研究中进行了实验研究,但在野外仍然很难检测到它们。其中一个原因是权衡表达式是上下文相关的,也就是说它们可能取决于环境条件。为了解释这一点,blard等人(2025)提出了一种新的方法,他们将其应用于收集到的黄腹土拨鼠(Marmota flavventris)和Soay羊(Ovis aries)的长期数据,该方法允许检测权衡表达中的上下文依赖性。由于环境背景的变化,在一个种群中,权衡的表达会随着时间的推移而变化,因此“在哪个生态背景下”的问题至关重要。尽管个体异质性的概念在种群生态学和人口学研究中得到了深入研究(例如Cam et al., 2016;Forsythe et al., 2021;Gimenez et al., 2018;Stover et al., 2012;Tuljapurkar et al., 2009;范达伦&;卡斯韦尔,2020;威尔逊,Nussey, 2010),这一特殊特征的贡献也突出了生态学和进化的其他领域(如群落生态学和宏观生态学)种内变异的识别和量化落后。即使在以植物为重点的研究中也是如此,尽管植物生态学中有性状研究的历史(Schleuning et al., 2023;Westerband et al., 2021)。一个挑战是个人层面数据的可用性,这需要可靠地评估种内变异性。 我们确定了这一特殊特征对我们理解种内变异的贡献所在的三个关键维度(图1)。首先,我们确定了有机体尺度的轴,在这个轴上,种内变异可以从个体到种群进行研究。其次,我们确定了生物尺度的轴线,其中种内变异发生在从分子到种群之间的水平,这对更高水平的生物组织(如群落规模)的新兴模式有影响,尽管在这个尺度上研究的缺乏突出了该领域仍然存在的挑战。最后,我们确定了环境梯度,这是种内变异所处的生态环境,包括生物和非生物相互作用。我们和这些论文的作者一起呼吁在生态学和进化研究中更多地考虑种内变异,因为对物种使用单值平均值限制了从分子模式、有机体过程到种群和群落组合等多个层面的比较分析能力。Marlene Gamelon和Hannah J. White撰写了手稿的初稿。所有作者都为图提供了输入,修改了稿件并批准了稿件的提交。作者无利益冲突需要声明。
期刊介绍:
Journal of Animal Ecology publishes the best original research on all aspects of animal ecology, ranging from the molecular to the ecosystem level. These may be field, laboratory and theoretical studies utilising terrestrial, freshwater or marine systems.