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Niche separation among north-west African semi-aquatic reptiles

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Abstract

The herpetofauna of north-west Africa includes four species of semi-aquatic reptiles. In north-west Africa, Emys orbicularis and Natrix astreptophora are stenotopic species having fragmented distributions, while Mauremys leprosa and Natrix maura occur throughout the region (eurytopic species). We investigated the factors underlying these distributional patterns and tested the hypothesis that species sharing similar resources tend to be spatially segregated. We characterized the niches of the species based on climatic, topographic, soil texture, landscape and hydrological predictors. The relationship between the presence of a species and the environmental gradient was assessed using distance-based linear models, and habitat suitability was modelled using Random Forests. Our results indicated that both E. orbicularis and N. astreptophora occupy extreme positions within the environmental gradient. Climate and landscape were the major factors influencing the relative occurrences of the stenotopic and eurytopic species. However, these semi-aquatic reptiles are likely to be subject to similar ecological constraints, as their occurrence was positively associated with greater complexity of the drainage system. Thus, there was a high degree of niche overlap between the stenotopic and eurytopic species at large spatial scales.

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References

  • Anderson, M. J., 2001. A new method for non-parametric multivariate analysis of variance. Austral Ecology 26: 32–46.

    Google Scholar 

  • Anderson, M. J., R. N. Gorley & K. R. Clarke, 2008. PERMANOVA + for PRIMER: Guide to Software and Statistical Methods. University of Auckland, Auckland.

    Google Scholar 

  • Auer, M. & E. Taskavak, 2004. Population structure of syntopic Emys orbicularis and Mauremys rivulata in western Turkey. Biologia 59: 81–84.

    Google Scholar 

  • Bennie, J., B. Huntley, A. Wiltshire, M. O. Hill & R. Baxter, 2008. Slope, aspect and climate: spatially explicit and implicit models of topographic microclimate in chalk grassland. Ecological Modelling 216: 47–59.

    Article  Google Scholar 

  • Bons, J. & P. Geniez, 1996. Anfibios y Reptiles de Marruecos (incluido Sáhara Occidental): Atlas Biogeográfico. Asociación Herpetológica Española, Barcelona.

    Google Scholar 

  • Burnham, K. & D. R. Anderson, 2002. Model Selection and Multimodel Inference: a Practical Information-Theoretic Approach. Springer Verlag, New York.

    Google Scholar 

  • Carretero, M. A., 2008. An integrated assessment of a group with complex systematics: the Iberomaghrebian lizard genus Podarcis (Squamata, Lacertidae). Integrative Zoology 3: 247–266.

    Article  PubMed  Google Scholar 

  • Conrad, O., B. Bechtel, M. Bock, H. Dietrich, E. Fischer, L. Gerlitz, J. Wehberg, V. Wichmann & J. Böhner, 2015. System for Automated Geoscientific Analyses (SAGA) v. 2.1. 4. Geoscientific Model Development 8: 1991–2007.

    Article  Google Scholar 

  • Colli, G. R., A. F. de Araújo, R. da Silveira & F. Roma, 1992. Niche partitioning and morphology of two syntopic Tropidurus (Sauria: Tropiduridae) in Mato Grosso, Brazil. Journal of Herpetology 26: 66–69.

    Article  Google Scholar 

  • Di Cola, V. & M. Chiaraviglio, 2011. Establishing species’ environmental requirements to understand how the southernmost species of South American pitvipers (Bothrops, Viperidae) are distributed: A niche-based modelling approach. Austral Ecology 36: 90–98.

    Article  Google Scholar 

  • Doumergue, F., 1901. Essai sur la faune erpétologique de l’Oranie. L. Fouque, Oran.

    Google Scholar 

  • El Garouani, A. & A. Tribak, 2006. Relation entre hydrologie et climat dans le bassin versant de l’Oued Innaoune (pré-Rif Marocain). International Association of Hydrological Sciences 308: 447–453.

    Google Scholar 

  • Escoriza, D., 2010. Ecological niche modelling of two Afrotropical snakes: is the Sahara desert a true barrier for these species? Revista Española de Herpetología 4: 93–100.

    Google Scholar 

  • Escoriza, D. & J. Ben Hassine, 2014. Phenotypic variability in larvae of two species of Mediterranean spadefoot toad: an approach using linear and geometric morphometrics. African Journal of Herpetology 63: 152–165.

    Article  Google Scholar 

  • Escoriza, D. & J. Ben Hassine, 2015. Niche partitioning at local and regional scale in the North African Salamandridae. Journal of Herpetology 49: 276–283.

    Article  Google Scholar 

  • Escoriza, D. & M. M. Comas, 2015. Is Hyalosaurus koellikeri a true forest lizard? Herpetological Conservation and Biology 10: 610–620.

    Google Scholar 

  • Evans, J. S. & S. A. Cushman, 2009. Gradient modeling of conifer species using random forests. Landscape Ecology 24: 673–683.

    Article  Google Scholar 

  • Ferreira, A. F., B. R. Quintella, C. Maia, C. S. Mateus, C. M. Alexandre, C. Capinha & P. R. Almeida, 2013. Influence of macrohabitat preferences on the distribution of European brook and river lampreys: Implications for conservation and management. Biological Conservation 159: 175–186.

    Article  Google Scholar 

  • Ficetola, G. F., E. Padoa-Schioppa, A. Monti, R. Massa, F. D. Bernardi & L. Bottoni, 2004. The importance of aquatic and terrestrial habitat for the European pond turtle (Emys orbicularis): implications for conservation planning and management. Canadian Journal of Zoology 82: 1704–1712.

    Article  Google Scholar 

  • Gorman, G. C. & S. Hillman, 1977. Physiological basis for climatic niche partitioning in two species of Puerto Rican Anolis (Reptilia, Lacertilia, Iguanidae). Journal of Herpetology 11: 337–340.

    Article  Google Scholar 

  • Guillon, M., G. Guiller, D. F. DeNardo & O. Lourdais, 2013. Microclimate preferences correlate with contrasted evaporative water loss in parapatric vipers at their contact zone. Canadian Journal of Zoology 92: 81–86.

    Article  Google Scholar 

  • Guisan, A. & U. Hofer, 2003. Predicting reptile distributions at the mesoscale: relation to climate and topography. Journal of Biogeography 30: 1233–1243.

    Article  Google Scholar 

  • Guo, P., Q. Liu, Y. Xu, K. Jiang, M. Hou, L. Ding, R. A. Pyron & F. T. Burbrink, 2012. Out of Asia: natricine snakes support the Cenozoic Beringian dispersal hypothesis. Molecular Phylogenetics and Evolution 63: 825–833.

    Article  PubMed  Google Scholar 

  • Hastie, T., R. Tibshirani & J. Friedman, 2009. The Elements of Statistical Learning. Springer, New York.

    Book  Google Scholar 

  • Hebrard, J. J. & H. R. Mushinsky, 1978. Habitat use by five sympatric water snakes in a Louisiana swamp. Herpetologica 3: 306–311.

    Google Scholar 

  • Hijmans, R. J., S. E. Cameron, J. L. Parra, P. G. Jones & A. Jarvis, 2005. Very high resolution interpolated global terrestrial climate surfaces. International Journal of Climatology 25: 1965–1978.

    Article  Google Scholar 

  • Hijmans, R. J., S. Philips, J. Leathwick & J. Elith, 2016. Package ‘dismo’ vs 2.13.

  • ISRIC (International Soil Reference and Information Centre), 2015. Africa Soils Grid. http://www.isric.org/.

  • Jácome-Flores, M. E., M. C. Blazquez, V. J. Sosa & Y. Maya, 2015. Type of soil and temperature range explain the preferred habitat and current distribution of the endemic lizard Aspidoscelis hyperythra in southern Baja California peninsula. Journal of Arid Environments 113: 126–133.

    Article  Google Scholar 

  • Jellinek, S., D. A. Driscoll & J. B. Kirkpatrick, 2004. Environmental and vegetation variables have a greater influence than habitat fragmentation in structuring lizard communities in remnant urban bushland. Austral Ecology 29: 294–304.

    Article  Google Scholar 

  • Jonathan Davies, T., S. Meiri, T. G. Barraclough & J. L. Gittleman, 2007. Species co-existence and character divergence across carnivores. Ecology Letters 10: 146–152.

    Article  PubMed  Google Scholar 

  • Lebboroni, M. & G. Chelazzi, 1991. Activity patterns of Emys orbicularis L. (Chelonia Emydidae) in central Italy. Ethology, Ecology & Evolution 3: 257–268.

    Article  Google Scholar 

  • Liaw, A. & M. Wiener, 2015. Package ‘randomForest’ vs 4.6–12.

  • Losos, J. B., M. Leal, R. E. Glor, K. de Queiroz, P. E. Hertz, L. R. Schettino, A. C. Lara, T. R. Jackman & A. Larson, 2003. Niche lability in the evolution of a Caribbean lizard community. Nature 424: 542–545.

    Article  CAS  PubMed  Google Scholar 

  • Lourenço, J. M., J. Claude, N. Galtier & Y. Chiari, 2012. Dating cryptodiran nodes: origin and diversification of the turtle superfamily Testudinoidea. Molecular Phylogenetics and Evolution 62: 496–507.

    Article  PubMed  Google Scholar 

  • Luiselli, L., 2006. Resource partitioning and interspecific competition in snakes: the search for general geographical and guild patterns. Oikos 114: 193–211.

    Article  Google Scholar 

  • Luiselli, L. & L. Rugiero, 1991. Food niche partitioning by water snakes (genus Natrix) at a freshwater environment in central Italy. Journal of Freshwater Ecology 6: 439–444.

    Article  Google Scholar 

  • Magalhaes, M. F., D. C. Batalha & M. J. Collares-Pereira, 2002. Gradients in stream fish assemblages across a Mediterranean landscape: contributions of environmental factors and spatial structure. Freshwater Biology 47: 1015–1031.

    Article  Google Scholar 

  • Martin, J., H. Jover, L. Le Coz, G. Maurer & D. Noin, 1967. Geógraphie du Maroc. Hatier, Paris.

    Google Scholar 

  • McDiarmid, R. W., M. S. Foster, C. Guyer, J. W. Gibbons & N. Chernoff, 2012. Reptile Biodiversity: Standard Methods for Inventory and Monitoring. University of California Press, Berkeley.

    Google Scholar 

  • Meathrel, C. E., P. Suter & S. Reid, 2004. Habitat and dietary preferences of freshwater turtles in ephemeral billabongs on the Ovens River, north-east Victoria. Victorian Naturalist 121: 4–14.

    Google Scholar 

  • Meister, B., S. Ursenbacher & B. Baur, 2012. Grass snake population differentiation over different geographic scales. Herpetologica 68: 134–145.

    Article  Google Scholar 

  • Nouira, S. & C. P. Blanc, 1993. Biodiversité et biogéographie des reptiles du sud Tunisien. Biogeographica 69: 89–104.

    Google Scholar 

  • Nouira, S. & C. P. Blanc, 2003. Distribution spatiale des Lacertidés (Sauria, Reptilia) en Tunisie; caractéristiques des biotopes et rôle des facteurs écologiques. Ecologia Mediterranea 29: 71–86.

    Google Scholar 

  • Oberdoff, T., J. F. Guégan & B. Hugueny, 1995. Global scale patterns of fish species richness in rivers. Ecography 18: 345–352.

    Article  Google Scholar 

  • Ottonello, D., S. Salvidio & E. Rosecchi, 2005. Feeding habits of the European pond terrapin Emys orbicularis in Camargue (Rhône delta, southern France). Amphibia-Reptilia 26: 562–565.

    Article  Google Scholar 

  • Pérez-Santigosa, N., M. Florencio, J. Hidalgo-Vila & C. Díaz-Paniagua, 2011. Does the exotic invader turtle, Trachemys scripta elegans, compete for food with coexisting native turtles? Amphibia-Reptilia 32: 167–175.

    Article  Google Scholar 

  • Peters, J., B. De Baets, N. E. Verhoest, R. Samson, S. Degroeve, P. De Becker & W. Huybrechts, 2007. Random forests as a tool for ecohydrological distribution modelling. Ecological Modelling 207: 304–318.

    Article  Google Scholar 

  • Pianka, E. R., 1966. Convexity, desert lizards, and spatial heterogeneity. Ecology 47: 1055–1059.

    Article  Google Scholar 

  • Polo-Cavia, N., P. López & J. Martín, 2010. Competitive interactions during basking between native and invasive freshwater turtle species. Biological Invasions 12: 2141–2152.

    Article  Google Scholar 

  • Quantum-GIS Development Team, 2016. QGIS vs 2.16. Open Source Geospatial Foundation Project. http://www.qgis.org/es/site/.

  • R Development Core Team, 2016. R: A Language and Environment for Statistical Computing. R Foundation for Statistical Computing, Vienna.

  • Reinert, H. K., 1984. Habitat separation between sympatric snake populations. Ecology 2: 478–486.

    Article  Google Scholar 

  • Roe, J. H. & A. Georges, 2007. Heterogeneous wetland complexes, buffer zones, and travel corridors: landscape management for freshwater reptiles. Biological Conservation 135: 67–76.

    Article  Google Scholar 

  • Rovero, F. & G. Chelazzi, 1996. Nesting migrations in a population of the European pond turtle Emys orbicularis (L.) (Chelonia Emydidae) from central Italy. Ethology, Ecology & Evolution 8: 297–304.

    Article  Google Scholar 

  • Salvador, A., 1998. Reptiles. Fauna Ibérica, vol. 10. Museo Nacional de Ciencias Naturales-CSIC, Madrid.

  • Salvador, A. & J. M. Pleguezuelos, 2002. Reptiles Españoles, Identificación, historia natural y distribución. Canseco, Talavera de la Reina.

    Google Scholar 

  • Schleich, H. H., W. Kästle & K. Kabisch, 1996. Amphibians and Reptiles of North Africa. Koeltz Scientific Books, Koenigstein.

    Google Scholar 

  • Schulte, U., A. Hochkirch, S. Lötters, D. Rödder, S. Schweiger, T. Weimann & M. Veith, 2012. Cryptic niche conservatism among evolutionary lineages of an invasive lizard. Global Ecology and Biogeography 21: 198–211.

    Article  Google Scholar 

  • Segurado, P. & A. P. R. Araújo, 2004. Coexistence of Emys orbicularis and Mauremys leprosa in Portugal at two spatial scales: Is there evidence of spatial segregation? Biologia 59: 61–72.

    Google Scholar 

  • Slimani, M., C. Cudennec & H. Feki, 2007. Structure du gradient pluviométrique de la transition Méditerranée-Sahara en Tunisie: déterminants géographiques et saisonnalité. Journal des Sciences Hydrologiques 52: 1088–1102.

    Article  Google Scholar 

  • Steen, D. A., C. J. McClure, J. C. Brock, D. Craig Rudolph, J. B. Pierce, J. R. Lee, W. Jeffrey Humphries, B. B. Gregory, W. B. Sutton, L. L. Smith & D. L. Baxley, 2014. Snake co-occurrence patterns are best explained by habitat and hypothesized effects of interspecific interactions. Journal of Animal Ecology 83: 286–295.

    Article  PubMed  Google Scholar 

  • Strahler, A. N., 1957. Quantitative analysis of watershed geomorphology. Transactions, American Geophysical Union 38: 913–920.

    Article  Google Scholar 

  • Tamar, K., S. Carranza, R. Sindaco, J. Moravec, J. F. Trapé & S. Meiri, 2016. Out of Africa: Phylogeny and biogeography of the widespread genus Acanthodactylus (Reptilia: Lacertidae). Molecular Phylogenetics and Evolution 103: 6–18.

    Article  PubMed  Google Scholar 

  • Toft, C. A., 1985. Resource partitioning in amphibians and reptiles. Copeia 1985: 1–21.

    Article  Google Scholar 

  • Treglia, M. L., R. N. Fisher & L. A. Fitzgerald, 2015. Integrating multiple distribution models to guide conservation efforts of an endangered toad. PloS ONE 10: e0131628.

    Article  PubMed  PubMed Central  Google Scholar 

  • Tuanmu, M. N. & W. Jetz, 2014. A global 1–km consensus land-cover product for biodiversity and ecosystem modelling. Global Ecology and Biogeography 23: 1031–1045.

    Article  Google Scholar 

  • Vanderwal, J., L. P. Shoo, C. Graham & S. E. Williams, 2009. Selecting pseudo-absence data for presence-only distribution modeling: How far should you stray from what you know? Ecological Modelling 220: 589–594.

    Article  Google Scholar 

  • Vitt, L. J., S. S. Sartorius, T. C. S. Avila-Pires, M. C. Esposito & D. B. Miles, 2000. Niche segregation among sympatric Amazonian teiid lizards. Oecologia 122: 410–420.

    Article  CAS  PubMed  Google Scholar 

  • Warren, D. L., R. E. Glor & M. Turelli, 2008. Environmental niche equivalency versus conservatism: quantitative approaches to niche evolution. Evolution 62: 2868–2883.

    Article  PubMed  Google Scholar 

  • Zaniewski, A. E., A. Lehmann & J. M. Overton, 2002. Predicting species spatial distributions using presence-only data: a case study of native New Zealand ferns. Ecological Modelling 157: 261–280.

    Article  Google Scholar 

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Acknowledgements

This work was partly supported by a Seed Grant supported by the British Herpetological Society and a Mohamed bin Zayed Species Conservation Fund (Projects 140510038/152511965).

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Correspondence to Daniel Escoriza.

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Escoriza, D., Hassine, J.B. Niche separation among north-west African semi-aquatic reptiles. Hydrobiologia 797, 47–56 (2017). https://doi.org/10.1007/s10750-017-3157-8

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