Linking species functional traits of terrestrial vertebrates and environmental filters: A case study in temperate mountain systems

Knowledge on the relationships between species functional traits and environmental filters is key to understanding the mechanisms underlying the current patterns of biodiversity loss from a multi-taxa perspective. The aim of this study was to identify the main environmental factors driving the functional structure of a terrestrial vertebrate community (mammals, breeding birds, reptiles and amphibians) in a temperate mountain system (the Cantabrian Mountains; NW Spain). Based on the Spanish Inventory of Terrestrial Vertebrate Species, we selected three functional traits (feeding guild, habitat use type and daily activity) and defined, for each trait, a set of functional groups considering vertebrate species with common functional characteristics. The community functional structure was evaluated by means of two functional indexes indicative of functional redundancy (species richness within each functional group) and functional diversity. Ordinary least squares regression and conditional autoregressive models were applied to determine the response of community functional structure to environmental filters (climate, topography, land cover, physiological state of vegetation, landscape heterogeneity and human influence). The results revealed that both functional redundancy and diversity of terrestrial vertebrates were non-randomly distributed across space; rather, they were driven by environmental filters. Climate, topography and human influence were the best predictors of community functional structure. The influence of land cover, physiological state of vegetation and landscape heterogeneity varied among functional groups. The results of this study are useful to identify the general assembly rules of species functional traits and to illustrate the importance of environmental filters in determining functional structure of terrestrial vertebrate communities in mountain systems.

[1]  C. Moreno,et al.  Spatial variation of mammal richness, functional and phylogenetic diversity in the Mexican transition zone , 2017 .

[2]  M. Nobis,et al.  Contrasting trait assembly patterns in plant and bird communities along environmental and human‐induced land‐use gradients , 2017 .

[3]  John A. Silander,et al.  Processes of community assembly in an environmentally heterogeneous, high biodiversity region , 2017 .

[4]  Marti J. Anderson,et al.  Environmental characteristics drive variation in Amazonian understorey bird assemblages , 2017, PloS one.

[5]  Myung-Bok Lee,et al.  Avian Species and Functional Diversity in Agricultural Landscapes: Does Landscape Heterogeneity Matter? , 2017, PloS one.

[6]  Leonor Calvo,et al.  Using remote sensing products to classify landscape. A multi-spatial resolution approach , 2016, Int. J. Appl. Earth Obs. Geoinformation.

[7]  G. Fernandes,et al.  Dung Beetles along a Tropical Altitudinal Gradient: Environmental Filtering on Taxonomic and Functional Diversity , 2016, PloS one.

[8]  C. Nilsson,et al.  Impacts of environmental filters on functional redundancy in riparian vegetation , 2016 .

[9]  David J. Button,et al.  Decoupled form and function in disparate herbivorous dinosaur clades , 2016, Scientific Reports.

[10]  Wilfried Thuiller,et al.  The meaning of functional trait composition of food webs for ecosystem functioning , 2016, Philosophical Transactions of the Royal Society B: Biological Sciences.

[11]  Florian Jeltsch,et al.  Merging trait-based and individual-based modelling: An animal functional type approach to explore the responses of birds to climatic and land use changes in semi-arid African savannas , 2016 .

[12]  J. Hanspach,et al.  Functional diversity and trait composition of butterfly and bird communities in farmlands of central romania , 2015 .

[13]  R. Schäfer,et al.  Meta-analysis on the responses of traits of different taxonomic groups to global and local stressors , 2015 .

[14]  A. Millán,et al.  How well do protected area networks support taxonomic and functional diversity in non-target taxa? The case of Iberian freshwaters , 2015 .

[15]  F. Valladares,et al.  Plant Trait Variation along an Altitudinal Gradient in Mediterranean High Mountain Grasslands: Controlling the Species Turnover Effect , 2015, PloS one.

[16]  A. Loison,et al.  Impacts of tourism and hunting on a large herbivore’s spatio-temporal behavior in and around a French protected area , 2014 .

[17]  C. Fonseca,et al.  Spatial and temporal habitat use and selection by red deer: The use of direct and indirect methods , 2014 .

[18]  S. Aviron,et al.  Landscape heterogeneity as an ecological filter of species traits , 2014 .

[19]  S. Suárez‐Seoane,et al.  Scaling of species distribution models across spatial resolutions and extents along a biogeographic gradient. The case of the Iberian mole Talpa occidentalis , 2014 .

[20]  A. El-Keblawy Impact of Climate Change on Biodiversity Loss and Extinction of Endemicplants of Arid Land Mountains , 2014 .

[21]  M. Moretti,et al.  Can a trait-based multi-taxa approach improve our assessment of forest management impact on biodiversity? , 2013, Biodiversity and Conservation.

[22]  L. Maiorano,et al.  Threats from Climate Change to Terrestrial Vertebrate Hotspots in Europe , 2013, PloS one.

[23]  Andy Purvis,et al.  Functional traits, the phylogeny of function, and ecosystem service vulnerability , 2013, Ecology and evolution.

[24]  D. Renison,et al.  Occurrence of top carnivores in relation to land protection status, human settlements and rock outcrops in the high mountains of central Argentina , 2013 .

[25]  R. Ojeda,et al.  Mammal functional diversity loss under human-induced disturbances in arid lands , 2012 .

[26]  Richard Fox,et al.  Protected areas facilitate species’ range expansions , 2012, Proceedings of the National Academy of Sciences.

[27]  Jose Manuel Álvarez-Martínez,et al.  Leks in ground-displaying birds: hotspots or safe places? , 2012 .

[28]  Ç. Şekercioğlu,et al.  Global patterns of specialization and coexistence in bird assemblages , 2012 .

[29]  Kelly A. Carscadden,et al.  Beyond species: functional diversity and the maintenance of ecological processes and services , 2011 .

[30]  Göran Englund,et al.  Temperature dependence of the functional response. , 2011, Ecology letters.

[31]  A. Sforzi,et al.  Behavioural interference between ungulate species: roe are not on velvet with fallow deer , 2011, Behavioral Ecology and Sociobiology.

[32]  Catherine Mering,et al.  Ecosystem mapping at the African continent scale using a hybrid clustering approach based on 1-km resolution multi-annual data from SPOT-VEGETATION . , 2011 .

[33]  S. Lek,et al.  Ensemble modelling of species distribution: the effects of geographical and environmental ranges , 2011 .

[34]  Monika Schwager,et al.  How functional is functional? Ecological groupings in terrestrial animal ecology: towards an animal functional type approach , 2011, Biodiversity and Conservation.

[35]  Walter Jetz,et al.  Projected range contractions of montane biodiversity under global warming , 2010, Proceedings of the Royal Society B: Biological Sciences.

[36]  Wilfried Thuiller,et al.  Spatial mismatch and congruence between taxonomic, phylogenetic and functional diversity: the need for integrative conservation strategies in a changing world. , 2010, Ecology letters.

[37]  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 .

[38]  Alain F. Zuur,et al.  A protocol for data exploration to avoid common statistical problems , 2010 .

[39]  T. Rangel,et al.  SAM: a comprehensive application for Spatial Analysis in Macroecology , 2010 .

[40]  F. Moreira,et al.  Influence of landscape characteristics on carnivore diversity and abundance in Mediterranean farmland , 2009 .

[41]  L. Barbaro,et al.  Linking bird, carabid beetle and butterfly life-history traits to habitat fragmentation in mosaic landscapes , 2009 .

[42]  M. McKinney,et al.  Effects of urbanization on species richness: A review of plants and animals , 2008, Urban Ecosystems.

[43]  G. Martinelli Mountain biodiversity in Brazil , 2007 .

[44]  S. Suárez‐Seoane,et al.  Behavioural mechanisms that undermine species envelope models: the causes of patchiness in the distribution of great bustards Otis tarda in Spain , 2007 .

[45]  M. Araújo,et al.  Exposure of global mountain systems to climate warming during the 21st Century , 2007 .

[46]  Alberto Jiménez-Valverde,et al.  Limitations of Biodiversity Databases: Case Study on Seed‐Plant Diversity in Tenerife, Canary Islands , 2007, Conservation biology : the journal of the Society for Conservation Biology.

[47]  Ea Daley Techniques for Wildlife Investigations and Management, 6th Edition , 2007 .

[48]  K. Linsenmair,et al.  Diversity erosion beyond the species level : Dramatic loss of functional diversity after selective logging in two tropical amphibian communities , 2006 .

[49]  Dénes Schmera,et al.  On dendrogram-based measures of functional diversity , 2006 .

[50]  Owen L. Petchey,et al.  Functional diversity: back to basics and looking forward. , 2006, Ecology letters.

[51]  D. Ackerly,et al.  A trait-based test for habitat filtering: convex hull volume. , 2006, Ecology.

[52]  H. W. Hunt,et al.  Are soil mite assemblages structured by the identity of native and invasive alien grasses? , 2006, Ecology.

[53]  M. Araújo,et al.  Equilibrium of species’ distributions with climate , 2005 .

[54]  Karen C. Seto,et al.  Linking spatial patterns of bird and butterfly species richness with Landsat TM derived NDVI , 2004 .

[55]  M. Tognelli,et al.  Analysis of determinants of mammalian species richness in South America using spatial autoregressive models , 2004 .

[56]  M. Wall A close look at the spatial structure implied by the CAR and SAR models , 2004 .

[57]  V. Grimm,et al.  Animal species diversity driven by habitat heterogeneity/diversity: the importance of keystone structures , 2004 .

[58]  Richard Field,et al.  ENERGY, WATER, AND BROAD‐SCALE GEOGRAPHIC PATTERNS OF SPECIES RICHNESS , 2003 .

[59]  Garry D. Peterson,et al.  Response diversity, ecosystem change, and resilience , 2003 .

[60]  J. Emmett Duffy Biodiversity loss, trophic skew and ecosystem functioning , 2003 .

[61]  M. Fladeland,et al.  Remote sensing for biodiversity science and conservation , 2003 .

[62]  Eric E. Porter,et al.  Does Herbivore Diversity Depend on Plant Diversity? The Case of California Butterflies , 2002, The American Naturalist.

[63]  Kevin J. Gaston,et al.  Functional diversity (FD), species richness and community composition , 2002 .

[64]  S. Díaz,et al.  Vive la différence: plant functional diversity matters to ecosystem processes , 2001 .

[65]  F. Chapin,et al.  Consequences of changing biodiversity , 2000, Nature.

[66]  R. B. Jackson,et al.  Global biodiversity scenarios for the year 2100. , 2000, Science.

[67]  E. Virgós,et al.  Roe deer habitat selection in Spain: constraints on the distribution of a species , 1998 .

[68]  Sandra Díaz,et al.  Plant functional traits and environmental filters at a regional scale , 1998 .

[69]  K. Rohde Latitudinal gradients in species diversity: the search for the primary cause , 1992 .

[70]  Michael B. Coughenour,et al.  Invited Synthesis Paper: Spatial Components of Plant-Herbivore Interactions in Pastoral, Ranching, and Native Ungulate Ecosystems , 1991 .

[71]  Michel Loreau,et al.  Connecting models, data, and concepts to understand fragmentation's ecosystem‐wide effects , 2017 .

[72]  B. Schmid,et al.  Empirical Evidence for Biodiversity–Ecosystem Functioning Relationships , 2016 .

[73]  F. Zapata,et al.  TEMPERATURE AND PRECIPITATION AS PREDICTORS OF SPECIES RICHNESS IN NORTHERN ANDEAN AMPHIBIANS FROM COLOMBIA , 2013 .

[74]  J. Moral,et al.  Atlas de las aves en invierno en España 2007-2010 , 2012 .

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

[76]  Javier,et al.  Patterns of habitat selection by wintering and breeding grani vorous birds in the central Monte desert , Argentina , 2008 .

[77]  M. Araújoc,et al.  Exposure of global mountain systems to climate warming during the 21 st Century , 2007 .

[78]  L. J. Palomo,et al.  ATLAS Y LIBRO ROJO DE LOS MAMÍFEROS TERRESTRES , 2007 .

[79]  F. Stuart Chapin,et al.  Functional Diversity — at the Crossroads between Ecosystem Functioning and Environmental Filters , 2007 .

[80]  Josep G. Canadell,et al.  Terrestrial Ecosystems in a Changing World , 2007 .

[81]  Miquel Ninyerola,et al.  Atlas climático digital de la Península Ibérica: metodología y aplicaciones en bioclimatología y geobotánica , 2005 .

[82]  Ramón Martí,et al.  Atlas de las aves reproductoras de España , 2004 .

[83]  Rafael Márquez,et al.  Atlas y Libro Rojo de los Anfibios y Reptiles de España , 2003 .

[84]  O. Pellmyr,et al.  Plant-animal interactions : an evolutionary approach , 2002 .

[85]  Amy J. Symstad,et al.  Species diversity, functional diversity, and ecosystem functioning , 2002 .

[86]  Mario Díaz,et al.  Rodent seed predation in cereal crop areas of central Spain: effects of physiognomy, food availability, and predation risk , 1992 .

[87]  G. Pyke Optimal Foraging Theory: A Critical Review , 1984 .