Ecological correlates of the spatial co-occurrence of sympatric mammalian carnivores worldwide.

The composition of local mammalian carnivore communities has far-reaching effects on terrestrial ecosystems worldwide. To better understand how carnivore communities are structured, we analysed camera trap data for 108 087 trap days across 12 countries spanning five continents. We estimate local probabilities of co-occurrence among 768 species pairs from the order Carnivora and evaluate how shared ecological traits correlate with probabilities of co-occurrence. Within individual study areas, species pairs co-occurred more frequently than expected at random. Co-occurrence probabilities were greatest for species pairs that shared ecological traits including similar body size, temporal activity pattern and diet. However, co-occurrence decreased as compared to other species pairs when the pair included a large-bodied carnivore. Our results suggest that a combination of shared traits and top-down regulation by large carnivores shape local carnivore communities globally.

[1]  M. Hebblewhite,et al.  Status and Ecological Effects of the World’s Largest Carnivores , 2014, Science.

[2]  M. D. Di Bitetti,et al.  Time Partitioning Favors the Coexistence of Sympatric Crab-Eating Foxes (Cerdocyon thous) and Pampas Foxes (Lycalopex gymnocercus) , 2009 .

[3]  J. Ragle,et al.  IUCN Red List of Threatened Species , 2010 .

[4]  J. L. Gittleman,et al.  Species co-existence and character divergence across carnivores. , 2007, Ecology letters.

[5]  S. Rushton,et al.  Trophic control of mesopredators in terrestrial ecosystems: top-down or bottom-up? , 2007, Ecology letters.

[6]  David R. Anderson,et al.  Model selection and multimodel inference : a practical information-theoretic approach , 2003 .

[7]  James D Nichols,et al.  The roles of competition and habitat in the dynamics of populations and species distributions. , 2014, Ecology.

[8]  J. Terborgh,et al.  Ecological Meltdown in Predator-Free Forest Fragments , 2001, Science.

[9]  E. K. Pikitch,et al.  Trophic Downgrading of Planet Earth , 2011, Science.

[10]  G. E. Hutchinson,et al.  Homage to Santa Rosalia or Why Are There So Many Kinds of Animals? , 1959, The American Naturalist.

[11]  T. Devault,et al.  Scavenging by vertebrates: behavioral, ecological, and evolutionary perspectives on an important energy transfer pathway in terrestrial ecosystems , 2003 .

[12]  Jonathan M. Chase,et al.  The metacommunity concept: a framework for multi-scale community ecology , 2004 .

[13]  J. Andrew Royle,et al.  Estimating Size and Composition of Biological Communities by Modeling the Occurrence of Species , 2005 .

[14]  A. Paviolo,et al.  Niche partitioning and species coexistence in a Neotropical felid assemblage. , 2010 .

[15]  D. Doak,et al.  Abstracts, Reviews, and Meetings , 2011, Ecological Restoration.

[16]  M. Kelly,et al.  Patterns of spatial co‐occurrence among native and exotic carnivores in north‐eastern Madagascar , 2016 .

[17]  J. Berger,et al.  A MAMMALIAN PREDATOR-PREY IMBALANCE: GRIZZLY BEAR AND WOLF EXTINCTION AFFECT AVIAN NEOTROPICAL MIGRANTS , 2001 .

[18]  E. Frimpong,et al.  Biotic interactions and habitat drive positive co‐occurrence between facilitating and beneficiary stream fishes , 2016 .

[19]  D. Macdonald,et al.  Wolves can suppress goodwill for leopards: Patterns of human-predator coexistence in northeastern Iran , 2017 .

[20]  D. Macdonald,et al.  Body size, and interactions between European and American mink (Mustela lutreola and M. vison) in Eastern Europe , 1999 .

[21]  M. Kelly,et al.  When carnivores roam: temporal patterns and overlap among Madagascar's native and exotic carnivores , 2015 .

[22]  K. Winemiller,et al.  Local and regional determinants of stream fish assemblage structure: inferences based on taxonomic vs. functional groups , 2007 .

[23]  R. Slotow,et al.  Temporal Partitioning of Activity in Large African Carnivores: Tests of Multiple Hypotheses , 2009 .

[24]  L. Waits,et al.  A Comparative Analysis of Genetic Diversity and Structure in Jaguars (Panthera onca), Pumas (Puma concolor), and Ocelots (Leopardus pardalis) in Fragmented Landscapes of a Critical Mesoamerican Linkage Zone , 2016, PloS one.

[25]  G. Roemer,et al.  The Ecological Role of the Mammalian Mesocarnivore , 2009 .

[26]  W. Ripple,et al.  Linking a cougar decline, trophic cascade, and catastrophic regime shift in Zion National Park , 2006 .

[27]  Bernt-Erik Sæther Conservation biology Top dogs maintain diversity , 1999, Nature.

[28]  T. Caro,et al.  Interspecific Killing among Mammalian Carnivores , 1999, The American Naturalist.

[29]  A. Goldizen,et al.  Introduced predators and habitat structure influence range contraction of an endangered native predator, the northern quoll , 2016 .

[30]  Christopher N. Johnson,et al.  Effects of predator control on behaviour of an apex predator and indirect consequences for mesopredator suppression , 2012 .

[31]  Sampling affects the detection of genetic subdivision and conservation implications for fisher in the Sierra Nevada , 2014, Conservation Genetics.

[32]  C. P. Doncaster,et al.  Food habits of sympatric jaguars and pumas across a gradient of human disturbance , 2010 .

[33]  G. Kerley,et al.  Prey preferences and dietary overlap amongst Africa's large predators , 2008 .

[34]  R Core Team,et al.  R: A language and environment for statistical computing. , 2014 .

[35]  Paul A. Keddy,et al.  Assembly and response rules: two goals for predictive community ecology , 1992 .

[36]  J. Pereira,et al.  Intraguild Predation and Interspecific Killing as Structuring Forces of Carnivoran Communities in South America , 2013, Journal of Mammalian Evolution.

[37]  Paul A. Keddy,et al.  Community Assembly Rules, Morphological Dispersion, and the Coexistence of Plant Species , 1998 .

[38]  A. D. Brown,et al.  The Yungas Biosphere Re- serve of Argentina: a hot spot of South American wild cats , 2011 .

[39]  A. M. Kitchen,et al.  Changes in coyote activity patterns due to reduced exposure to human persecution , 2000 .

[40]  Renate McVittie Changes ion the social behaviour of South West African cheetah , 1979 .

[41]  A. Swanson,et al.  In the absence of a “landscape of fear”: How lions, hyenas, and cheetahs coexist , 2016, Ecology and evolution.

[42]  Erkki Korpimäki,et al.  Risk induced by a native top predator reduces alien mink movements. , 2008, The Journal of animal ecology.

[43]  Hans Kruuk,et al.  The Spotted Hyena: A Study of Predation and Social Behavior , 1972 .

[44]  T. Dayan,et al.  Partitioning of Time as an Ecological Resource , 2003 .

[45]  Ranz,et al.  World Map of the Köppen-Geiger climate classification updated — Source link , 2006 .

[46]  Tinker,et al.  Killer whale predation on sea otters linking oceanic and nearshore ecosystems , 1998, Science.

[47]  John K Kruschke,et al.  Bayesian data analysis. , 2010, Wiley interdisciplinary reviews. Cognitive science.

[48]  Bradley P. Carlin,et al.  Bayesian measures of model complexity and fit , 2002 .

[49]  T. Dayan,et al.  INTER- AND INTRASPECIFIC CHARACTER DISPLACEMENT IN MUSTELIDS' , 1989 .

[50]  B. Rudolf,et al.  World Map of the Köppen-Geiger climate classification updated , 2006 .

[51]  N. Yoccoz,et al.  Disentangling the importance of interspecific competition, food availability, and habitat in species occupancy: Recolonization of the endangered Fennoscandian arctic fox , 2013 .

[52]  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.

[53]  H. Hofer,et al.  The response of spotted hyaenas to long‐term changes in prey populations: functional response and interspecific kleptoparasitism , 2002 .

[54]  David A. W. Miller,et al.  Using camera trapping and hierarchical occupancy modelling to evaluate the spatial ecology of an African mammal community , 2016 .

[55]  R. Mcdonald Resource partitioning among British and Irish mustelids , 2002 .

[56]  T. Ramakrishna Rao Trophic Cascades , 2018, Resonance.

[57]  Marc Kery,et al.  Introduction to WinBUGS for Ecologists: Bayesian approach to regression, ANOVA, mixed models and related analyses , 2010 .

[58]  Christopher N. Johnson,et al.  Predator interactions, mesopredator release and biodiversity conservation. , 2009, Ecology letters.

[59]  G. Hardin The competitive exclusion principle. , 1960, Science.

[60]  A. Paviolo,et al.  Density, habitat use and activity patterns of ocelots (Leopardus pardalis) in the Atlantic Forest of Misiones, Argentina , 2006 .

[61]  E. Revilla,et al.  The Lion King and the Hyaena Queen: large carnivore interactions and coexistence , 2015, Biological reviews of the Cambridge Philosophical Society.

[62]  Robert M Dorazio,et al.  A new parameterization for estimating co-occurrence of interacting species. , 2010, Ecological applications : a publication of the Ecological Society of America.

[63]  J. Linnell,et al.  Interference interactions, co‐existence and conservation of mammalian carnivores , 2000 .

[64]  S. Creel,et al.  Spatial and temporal avoidance of risk within a large carnivore guild , 2016, Ecology and evolution.

[65]  Larissa L. Bailey,et al.  Modeling co-occurrence of northern spotted and barred owls: Accounting for detection probability differences , 2009 .

[66]  Miguel A. Fortuna,et al.  The nested structure of a scavenger community , 2007, Proceedings of the Royal Society B: Biological Sciences.

[67]  Paul M. Lukacs,et al.  Camera-based occupancy monitoring at large scales: Power to detect trends in grizzly bears across the Canadian Rockies , 2016 .

[68]  A. Laliberte,et al.  The Rise of the Mesopredator , 2009 .

[69]  M. Rosenzweig COMMUNITY STRUCTURE IN SYMPATRIC CARNIVORA , 1966 .

[70]  P. Chylarecki,et al.  The good, the bad, and the ugly: space use and intraguild interactions among three opportunistic predators—cat (Felis catus), dog (Canis lupus familiaris), and red fox (Vulpes vulpes)—under human pressure , 2012 .

[71]  D. Macdonald,et al.  HABITAT ECOLOGY OF TWO SYMPATRIC SPECIES OF JACKALS IN ZIMBABWE , 2002 .

[72]  S. Buskirk,et al.  Diet, Morphology, and Interspecific Killing in Carnivora , 2006, The American Naturalist.

[73]  T. Dayan,et al.  Feline Canines: Community-Wide Character Displacement Among the Small Cats of Israel , 1990, The American Naturalist.

[74]  M. Kelly,et al.  Density and carrying capacity in the forgotten tigerland: Tigers in the understudied Nepalese Churia. , 2017, Integrative zoology.

[75]  J. Andrew Royle,et al.  Scaling-up camera traps: monitoring the planet's biodiversity with networks of remote sensors , 2017 .

[76]  G. Roemer,et al.  The application of occupancy modeling to evaluate intraguild predation in a model carnivore system , 2014 .

[77]  J. Lamarque,et al.  Global Biodiversity: Indicators of Recent Declines , 2010, Science.

[78]  J. Eisen,et al.  Character Displacement , 2018 .

[79]  Paul A. Keddy,et al.  Ecological assembly rules : perspectives, advances, retreats , 1999 .

[80]  Q. Qureshi,et al.  Dietary Partitioning in Sympatric Large Carnivores in a Tropical Forest of Western Ghats, India , 2012 .

[81]  Richard Bischof,et al.  Being the underdog: an elusive small carnivore uses space with prey and time without enemies , 2014 .

[82]  David A. W. Miller,et al.  Species interactions and the effects of climate variability on a wetland amphibian metacommunity. , 2017, Ecological applications : a publication of the Ecological Society of America.

[83]  Nathaniel P. Robinson,et al.  Assessing global patterns in mammalian carnivore occupancy and richness by integrating local camera trap surveys , 2017 .

[84]  J. L. Gittleman Carnivore body size: Ecological and taxonomic correlates , 1985, Oecologia.

[85]  J. Terborgh,et al.  The role of top carnivores in regulating terrestrial ecosystems , 1999 .

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

[87]  Erkki Korpimäki,et al.  Competitive and Predatory Interactions among Raptors: An Observational and Experimental Study , 1996 .

[88]  B. Valkenburgh Carnivore Dental Adaptations and Diet: A Study of Trophic Diversity within Guilds , 1989 .

[89]  Sunarto Sunarto,et al.  Cat coexistence in central Sumatra: ecological characteristics, spatial and temporal overlap, and implications for management , 2015 .

[90]  J. Hines,et al.  Two-species occupancy models: a new parameterization applied to co-occurrence of secretive rails. , 2010, Ecological applications : a publication of the Ecological Society of America.

[91]  J. Nichols,et al.  Investigating species co-occurrence patterns when species are detected imperfectly , 2004 .

[92]  L. Birch,et al.  The Meanings of Competition , 1957, The American Naturalist.

[93]  Dana J. Morin,et al.  Potential for camera-traps and spatial mark-resight models to improve monitoring of the critically endangered West African lion (Panthera leo) , 2015, Biodiversity and Conservation.

[94]  A. G. Valk,et al.  Succession in Wetlands: A Gleasonian Appraoch , 1981 .

[95]  J. C. de Almeida,et al.  Concluding Remarks , 2015, Clinical practice and epidemiology in mental health : CP & EMH.

[96]  M. Kelly,et al.  Hunting, Exotic Carnivores, and Habitat Loss: Anthropogenic Effects on a Native Carnivore Community, Madagascar , 2015, PloS one.

[97]  N. Yoccoz,et al.  Community‐wide mesocarnivore response to partial ungulate migration , 2014 .

[98]  James D Nichols,et al.  Joint estimation of habitat dynamics and species interactions: disturbance reduces co-occurrence of non-native predators with an endangered toad. , 2012, The Journal of animal ecology.