The Scale-Dependent Role of Biological Traits in Landscape Ecology: A Review

Purpose of ReviewWe describe current approaches that evaluate how the influence of species traits on the relationship between environmental variables and ecological responses varies among scales (i.e. the scale-dependent role of traits). We quantify which traits and ecological responses have been assessed, and discuss the main challenges associated with quantifying the scale-dependent effect of traits.Recent FindingsWe identify three main approaches used to evaluate the scale-dependent role of traits, based on whether 1) traits are used as predictors or responses, 2) intraspecific variation in single traits is considered, or 3) trait diversity indices are used. Our review identifies several gaps that include the following: 1) evidence of the scale-dependent role of traits is biased towards studies of plants; 2) we lack evidence of whether the traits of interacting species groups are consistently related across spatial scales; and 3) interactions between species traits and landscape structure are usually ignored.SummaryThe explicit inclusion of landscape structure effects in trait-based approaches at multiple scales will benefit the integration of approaches from community ecology and landscape ecology. This is important for describing the mechanisms that operate simultaneously across scales and for predicting the impact of landscape change on a broad range of ecological responses, including species diversity and interspecific interactions.

[1]  Jan Lepš,et al.  Traits Without Borders: Integrating Functional Diversity Across Scales. , 2016, Trends in ecology & evolution.

[2]  D. Bellwood,et al.  Herbivore cross‐scale redundancy supports response diversity and promotes coral reef resilience , 2016 .

[3]  I. Côté,et al.  Trait-based diet selection: prey behaviour and morphology predict vulnerability to predation in reef fish communities. , 2014, The Journal of animal ecology.

[4]  K. Suding,et al.  Single‐trait functional indices outperform multi‐trait indices in linking environmental gradients and ecosystem services in a complex landscape , 2013 .

[5]  W. Jetz,et al.  Spatial Scaling of Functional Structure in Bird and Mammal Assemblages , 2013, The American Naturalist.

[6]  F. Maestre,et al.  Uncovering multiscale effects of aridity and biotic interactions on the functional structure of Mediterranean shrublands , 2013 .

[7]  Eric Garnier,et al.  Assessing the effects of land-use change on plant traits, communities and ecosystem functioning in grasslands: a standardized methodology and lessons from an application to 11 European sites. , 2007, Annals of botany.

[8]  A. Kaiser,et al.  The Urban Heat Island and its spatial scale dependent impact on survival and development in butterflies of different thermal sensitivity , 2016, Ecology and evolution.

[9]  Measuring habitat heterogeneity reveals new insights into bird community composition , 2015, Oecologia.

[10]  David A. Norton,et al.  Contrasting effects of productivity and disturbance on plant functional diversity at local and metacommunity scales , 2013 .

[11]  I. Aubin,et al.  Ecological controls on post‐fire vegetation assembly at multiple spatial scales in eastern North American boreal forests , 2015 .

[12]  Wilfried Thuiller,et al.  A multi‐trait approach reveals the structure and the relative importance of intra‐ vs. interspecific variability in plant traits , 2010 .

[13]  W. Jetz,et al.  EltonTraits 1.0: Species-level foraging attributes of the world's birds and mammals , 2014 .

[14]  Factors driving plant rarity in dry grasslands on different spatial scales: a functional trait approach , 2013, Biodiversity and Conservation.

[15]  P. Jordano,et al.  PAPER Functional relationships beyond species richness patterns: trait matching in plant-bird mutualisms across scales , 2014 .

[16]  S. Schreiber,et al.  Why intraspecific trait variation matters in community ecology. , 2011, Trends in ecology & evolution.

[17]  L. Ries,et al.  What is an edge species? The implications of sensitivity to habitat edges , 2010 .

[18]  Marie‐Hélène Brice,et al.  Environmental filtering and spatial processes in urban riparian forests , 2016 .

[19]  Marko J. Spasojevic,et al.  When does intraspecific trait variation contribute to functional beta‐diversity? , 2016 .

[20]  C. Messier,et al.  Evaluating resilience of tree communities in fragmented landscapes: linking functional response diversity with landscape connectivity , 2016 .

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

[22]  L. Cattarino,et al.  Spatial scale and movement behaviour traits control the impacts of habitat fragmentation on individual fitness. , 2016, The Journal of animal ecology.

[23]  Stefano Allesina,et al.  The dimensionality of ecological networks. , 2013, Ecology letters.

[24]  J. Pöyry,et al.  Scale-specific spatial density-dependence in parasitoids: a multi-factor meta-analysis , 2016 .

[25]  Olivier Gimenez,et al.  Dynamic spatial interactions between the native invader Brown‐headed Cowbird and its hosts , 2015 .

[26]  Joseph A. Tobias,et al.  Global patterns and predictors of bird species responses to forest fragmentation: Implications for ecosystem function and conservation , 2014 .

[27]  Julie Messier,et al.  Fitness of multidimensional phenotypes in dynamic adaptive landscapes. , 2015, Trends in ecology & evolution.

[28]  A. Buttler,et al.  Multi-scale feedbacks between tree regeneration traits and herbivore behavior explain the structure of pasture-woodland mosaics , 2016, Landscape Ecology.

[29]  Eric Garnier,et al.  Are trait‐based species rankings consistent across data sets and spatial scales? , 2014 .

[30]  B. Fu,et al.  Trait choice profoundly affected the ecological conclusions drawn from functional diversity measures , 2017, Scientific Reports.

[31]  Andrew Gonzalez,et al.  Linking Landscape Connectivity and Ecosystem Service Provision: Current Knowledge and Research Gaps , 2013, Ecosystems.

[32]  Sandra Lavorel,et al.  Improving the application of vertebrate trait-based frameworks to the study of ecosystem services. , 2012, The Journal of animal ecology.

[33]  Ming Dong,et al.  The compadre Plant Matrix Database: an open online repository for plant demography , 2015 .

[34]  S. Erasmi,et al.  Configurational landscape heterogeneity shapes functional community composition of grassland butterflies , 2015 .

[35]  Christina M. Prokopenko,et al.  Extent-dependent habitat selection in a migratory large herbivore: road avoidance across scales , 2017, Landscape Ecology.

[36]  D. Angeler,et al.  Metacommunity structure in a small boreal stream network. , 2013, The Journal of animal ecology.

[37]  M. Boots,et al.  Spatial variation in food supply, mating behavior, and sexually transmitted disease epidemics , 2013 .

[38]  Oscar J. Abelleira Martínez,et al.  Scaling up functional traits for ecosystem services with remote sensing: concepts and methods , 2016, Ecology and evolution.

[39]  J. Travis,et al.  Evolution of dispersal strategies and dispersal syndromes in fragmented landscapes , 2017 .

[40]  Christie A. Bahlai,et al.  Scaling up the diversity–resilience relationship with trait databases and remote sensing data: the recovery of productivity after wildfire , 2016, Global change biology.

[41]  D. Lindenmayer,et al.  Multi-Scale Associations between Vegetation Cover and Woodland Bird Communities across a Large Agricultural Region , 2014, PloS one.

[42]  J. Cerdeira,et al.  Riparian forests of Southwest Europe: are functional trait and species composition assemblages constrained by environment? , 2013 .

[43]  Sandra Díaz,et al.  Scaling environmental change through the community‐level: a trait‐based response‐and‐effect framework for plants , 2008 .

[44]  H. Olff,et al.  Multi‐scale habitat modification by coexisting ecosystem engineers drives spatial separation of macrobenthic functional groups , 2015 .

[45]  Cyrille Violle,et al.  The return of the variance: intraspecific variability in community ecology. , 2012, Trends in ecology & evolution.

[46]  J. Pausas,et al.  Local versus regional intraspecific variability in regeneration traits , 2012, Oecologia.

[47]  J. Dunne,et al.  Effects of spatial scale of sampling on food web structure , 2015, Ecology and evolution.

[48]  A. Vanasse,et al.  Spatial processes structuring riparian plant communities in agroecosystems: implications for restoration. , 2016, Ecological applications : a publication of the Ecological Society of America.

[49]  Katharine N. Suding,et al.  Inferring community assembly mechanisms from functional diversity patterns: the importance of multiple assembly processes , 2012 .

[50]  R. Didham,et al.  Confounding factors in the detection of species responses to habitat fragmentation , 2005, Biological reviews of the Cambridge Philosophical Society.

[51]  H. S. Ollero,et al.  Taxonomical and functional diversity turnover in Mediterranean grasslands: interactions between grazing, habitat type and rainfall , 2012 .

[52]  J. Macková,et al.  Different plant trait scaling in dry versus wet Central European meadows , 2012 .

[53]  B. Enquist,et al.  Rebuilding community ecology from functional traits. , 2006, Trends in ecology & evolution.

[54]  Fabrice DeClerck,et al.  Loss of functional diversity under land use intensification across multiple taxa. , 2009, Ecology letters.

[55]  P. Vesk,et al.  What does species richness tell us about functional trait diversity? Predictions and evidence for responses of species and functional trait diversity to land-use change , 2010 .

[56]  F. Hartig,et al.  Intraspecific trait variation across scales: implications for understanding global change responses , 2016, Global change biology.

[57]  M. S. Pierre,et al.  Large‐scale forest composition influences northern goshawk nesting in Wisconsin , 2013 .

[58]  Alexandra Pavlova,et al.  Aquatic communities in arid landscapes: local conditions, dispersal traits and landscape configuration determine local biodiversity , 2015 .

[59]  Wilfried Thuiller,et al.  Hierarchical effects of environmental filters on the functional structure of plant communities: a case study in the French Alps , 2013 .

[60]  Lenore Fahrig,et al.  Are ecologists conducting research at the optimal scale , 2014 .

[61]  M. Pärtel,et al.  Functional species pool framework to test for biotic effects on community assembly. , 2012, Ecology.

[62]  D. Edwards,et al.  Effect of scale on trait predictors of species responses to agriculture , 2015, Conservation biology : the journal of the Society for Conservation Biology.

[63]  S. Levin The problem of pattern and scale in ecology , 1992 .

[64]  K. McGarigal,et al.  Multi-scale habitat selection modeling: a review and outlook , 2016, Landscape Ecology.

[65]  H. Igarashi,et al.  Invasive non-native species attributes and invasion extent: examining the importance of grain size , 2012 .

[66]  K. Anderson,et al.  Can inducible resistance in plants cause herbivore aggregations? Spatial patterns in an inducible plant/herbivore model. , 2015, Ecology.

[67]  Brian J McGill,et al.  How do traits vary across ecological scales? A case for trait-based ecology. , 2010, Ecology letters.

[68]  A. Kosydar CAN LIFE HISTORIES PREDICT THE EFFECTS O F HABITAT FRAGMENTATION? A META - ANALYSIS WITH TERRESTRIAL MAMMALS , 2014 .

[69]  S. Roxburgh,et al.  The importance of spatial scale for trait-abundance relations. , 2010 .

[70]  M. Sykes,et al.  Evidence for scale‐ and disturbance‐dependent trait assembly patterns in dry semi‐natural grasslands , 2013 .

[71]  S. Higgins,et al.  TRY – a global database of plant traits , 2011, Global Change Biology.

[72]  W. Thuiller,et al.  Spatial scale and intraspecific trait variability mediate assembly rules in alpine grasslands , 2017 .

[73]  M. McTammany,et al.  Spatial scale and dispersal influence metacommunity dynamics of benthic invertebrates in a large river , 2016, Freshwater Science.

[74]  Takehiro Sasaki,et al.  Response diversity determines the resilience of ecosystems to environmental change , 2013, Biological reviews of the Cambridge Philosophical Society.

[75]  F. Nakamura,et al.  Scale-independent significance of river and riparian zones on three sympatric Myotis species in an agricultural landscape , 2012 .

[76]  Miguel G. Matias,et al.  Inferring biotic interactions from proxies. , 2015, Trends in ecology & evolution.

[77]  Min Cao,et al.  Functional and phylogenetic assembly in a Chinese tropical tree community across size classes, spatial scales and habitats , 2014 .

[78]  Floris M. van Beest,et al.  What determines variation in home range size across spatiotemporal scales in a large browsing herbivore? , 2011, The Journal of animal ecology.

[79]  F. Burel,et al.  Interactive effects of landscape and weather on dispersal , 2013 .

[80]  V. Arroyo‐Rodríguez,et al.  Patterns and predictors of β-diversity in the fragmented Brazilian Atlantic forest: a multiscale analysis of forest specialist and generalist birds. , 2016, The Journal of animal ecology.

[81]  Jordi Bascompte,et al.  Understanding food-web persistence from local to global scales. , 2010, Ecology letters.

[82]  M. Nobis,et al.  Impacts of urbanisation on biodiversity: the role of species mobility, degree of specialisation and spatial scale , 2015 .

[83]  Amanda E. Martin,et al.  What determines the spatial extent of landscape effects on species? , 2015, Landscape Ecology.

[84]  B. Krasnov,et al.  Assembly rules of ectoparasite communities across scales: combining patterns of abiotic factors, host composition, geographic space, phylogeny and traits , 2015 .

[85]  I. Martínez,et al.  Climate and small scale factors determine functional diversity shifts of biological soil crusts in Iberian drylands , 2014, Biodiversity and Conservation.