Abstract
There is considerable controversy around the patterns and processes that influence spatial variation in taxonomic composition in mountain environments. We analysed elevational variation in the taxonomic composition of epigaeic spider assemblages across five mountains in north-western Patagonia (Argentina) to examine the relative importance of dispersal (distance) limitation and environmental heterogeneity on a regional scale. The distance limitation hypothesis predicts greater taxonomic similarity between sampling sites separated by short geographical distances than between mountain peaks separated by longer distances, a lack of indicator species of macro-habitats, and weak associations between spider species composition and environmental gradients. Alternatively, the environmental heterogeneity hypothesis predicts that taxonomic differentiation will occur over short distances along elevation gradients in association with the turnover in major habitats and change in environmental conditions, and that indicator species will be present. We collected spiders using 486 pitfall traps arranged in fifty-four 100-m2 grid plots of nine traps separated by ~ 100 m of elevation, from the base to the summit of each mountain. Multivariate analyses identified spider assemblages that were associated with macro-habitats rather than with mountains. Local environmental variation (mainly in vegetation cover), precipitation and soil characteristics influenced the spatial variation in species composition. Characteristic indicator species showed high specificity and fidelity to macro-habitats, whereas vulnerable species showed high specificity and low fidelity to mountains or macro-habitats. We conclude that, on a regional scale, species adaptation to environmental gradients plays a more important role than dispersal limitation in structuring the taxonomic composition of spider assemblages. Moreover, the presence of indicator species suggests that spiders have a great potential as ecological indicators for evaluating the response of montane biodiversity to future climatic change.
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References
Bailey JJ, Boyd DS, Hjort J, Lavers CP, Field R (2017) Modelling native and alien vascular plant species richness: At which scales is geodiversity most relevant? Glob Ecol Biogeogr. https://doi.org/10.1111/geb.12574
Barros VR, Cordón V, Moyano C, Méndez R, Forquera J, Pizzio O (1983) Cartas de precipitación de la zona oeste de las provincias de Río Negro y Neuquén. Facultad de Ciencias Agrarias, Universidad Nacional del Comahue, Cinco Saltos, Argentina
Barton PS, Evans MJ, Foster CN, Cunningham SA, Manning AD (2017) Environmental and spatial drivers of spider diversity at contrasting microhabitats. Austral Ecol. https://doi.org/10.1111/aec.12488
Birkhofer K, Volkmar W (2012) The global relationship between climate, net primary production and the diet of spiders. Glob Ecol Biogeogr 21:100–108
Blakemore LC, Searle PL, Daly BK (1987a) Soil pH (Part 2). Methods for chemical analysis of soils, pp 9–12. NZ Soil Bureau Scientific Report Nr. 80. NZ Soil Bureau. Department of Scientific and Industrial Research, Lower Hunt,
Blakemore LC, Searle PL, Daly BK (1987b) Soluble salts (Part 9). Methods for Chemical Analysis of Soils, pp 77–82. NZ Soil Bureau Scientific Report Nr. 80. NZ Soil Bureau. Department of Scientific and Industrial Research, Lower Hunt
Bonte D, Baert L, Maelfait J-P (2002) Spider assemblage structure and stability in a heterogeneous coastal dune system (Belgium). J Arachnol 30:331–343
Bowden JJ, Buddle CM (2010) Spider assemblages across elevational and latitudinal gradients in the Yukon Territory. Canada Arctic 63:261–272
Bray RJ, Curtis JT (1957) An ordination of the upland forest communities of southern Winsconin. Ecol Monogr 27:325–349
Cabrera ÁL, Willink A (1980) Biogeografía de América Latina. Segunda ed. Monografía 13. Serie de biología. Secretaría General de la Organización de los Estados Americanos. Programa Regional de Desarrollo Científico y Tecnológico, Washington D.C.
Cardoso P, Pekár S, Jocqué R, Coddington JA (2011) Global patterns of guild composition and functional diversity of spiders. PLoS ONE 6:1–10
Carvalho JC, Cardoso P, Crespo LC, Henriques S, Carvalho R, Gomes P (2011) Determinants of beta diversity of spiders in coastal dunes along a gradient of mediterraneity. Divers Distrib 17:225–234
Carvalho LS, Sebastian N, Araújo HFP, Dias SC, Venticinque E, Brescovit AD, Vasconcellos A (2015) Climatic variables do not directly predict spider richness and abundance in semiarid caatinga vegetation, Brazil. Environ Entomol 44:54–63
Chase JM, Leibold MA (2003) Ecological niches: linking classical and contemporary approaches. University of Chicago Press, Chicago
Chase JM, Myers JA (2011) Disentangling the importance of ecological niches from stochastic processes across scales. Phil Trans R Soc B 366:2351–2363
Chatzaki M, Lymberakis P, Markakis G, Mylonas M (2005) The distribution of ground spiders (Araneae, Gnaphosidae) along the altitudinal gradient of Crete, Greece: Species richness, activity and altitudinal range. J Biogeogr 32:813–831
Clarke KR, Warwick RM (2001) Change in marine communities. An approach to statistical analysis and interpretation. PRIMER-R, Plymouth
Coulson JC, Butterfield J (1986) The spider communities on peat and upland grasslands in northern England. Holarct Ecol 9:229–239
Daniels LD, Veblen TT (2004) Spatiotemporal influences of climate on altitudinal treeline in northern Patagonia. Ecology 85:1284–1296
de Cáceres M, Legendre P (2009) Associations between species and groups of sites: indices and statistical inference. Ecology 90:3566–3574
Dufrêne M, Legendre P (1997) Species assemblages and indicator species: the need for a flexible asymmetrical approach. Ecol Monogr 67:345–366
Economo EP (2011) Biodiversity conservation in metacommunity networks: linking pattern and persistence. Am Nat 177:E167–E180
Entling W, Schmidt MH, Bacher S, Brandl R, Nentwig W (2007) Niche properties of Central European spiders: shading, moisture and the evolution of the habitat niche. Glob Ecol Biogeogr 16:440–448
Ezcurra C, Brion C (2005) Plantas del Nahuel Huapi: Catálogo de la Flora Vascular del Parque Nacional Nahuel Huapi, Argentina. Red Latinoamericana de Botánica. San Carlos de Bariloche, Argentina
Ferreyra M, Clayton S, Ezcurra C (1998) La flora altoandina de los sectores este y oeste del Parque Nacional Nahuel Huapi, Argentina. Darwiniana 36:65–79
Foelix RF (2011) Biology of spiders. Oxford University Press, New York
Foord SH, Dippenaar-Schoeman AS (2016) The effect of elevation and time on mountain spider diversity: a view of two aspects in the Cederberg mountains of South Africa. J Biogeogr 43:2354–2365
Gillette PN, Ennis KK, Martínez GD, Philpott SM (2015) Changes in species richness, abundance, and composition of arboreal twig-nesting ants along an elevational gradient in coffee landscapes. Biotropica 47:712–722
Graham CA, Carnaval AC, Cadena CD, Zamudio KR, Roberts TE, Parra JL, McCain CM, Bowie RCK, Moritz C, Baines SB, Schneider CJ, VanDerWal J, Rahbek C, Kozak KH, Sanders NJ (2014) The origin and maintenance of montane diversity: integrating evolutionary and ecological processes. Ecography 37:001–009
Hijmans RJ, Cameron SE, Parra JL, Jones PG, Jarvis A (2005) Very high resolution interpolated climate surfaces for global land areas. Int J Climatol 25:1965–1978
Hodkinson ID (2005) Terrestrial insects along elevation gradients: species and community responses to altitude. Biol Rev 80:489–513
Hoorn C, Mosbrugger V, Mulch A, Antonelli A (2013) Biodiversity from mountain building. Nat Geosci 6:154
Hubbell SP (2001) The unified neutral theory of biodiversity and biogeography. Princeton University Press, Princeton
Jobbágy EG, Paruelo JM, León RJC (1995) Estimación del régimen de precipitación a partir de la distancia a la cordillera en el noroeste de la Patagonia. Ecol Austral 5:47–53
Kitzberger T (2012) Ecotones as complex arenas of disturbance,climate, and human impacts: the trans-Andean forest-steppe ecotone of northern Patagonia. In: Myster RW (ed) Ecotones between forest and grassland. Springer, New York, pp 59–88
Klute A (1986) Methods of soil analysis. Part 1. Physical an mineralogical methods. American Society of Agronomy-Soil Science Society of America, Madison
Körner C (2007) The use of “altitude” in ecological research. Trends Ecol Evol 22:569–574
Körner C, Paulsen J, Spehn EM (2011) A definition of mountains and their bioclimatic belts for global comparisons of biodiversity data. Alp Bot 121:73–78
Kropf C (2013) Hydraulic System of Locomotion. In: Nentwig W (ed) Spider ecophysiology. Springer-Verlag, Berlin, Heidelberg, pp 43–56
Langellotto GA, Denno RF (2004) Responses of invertebrate natural enemies to complex-structured habitats: a meta-analytical synthesis. Oecologia 139:1–10
Leingärtner A, Krauss J, Steffan-Dewenter I (2014) Species richness and trait composition of butterfly assemblages change along an altitudinal gradient. Oecologia 175:613–623
Liu C, Dudley KL, Xu Z-h, Economo EP (2017) Mountain metacommunities: climate and spatial connectivity shape ant diversity in a complex landscape. Ecography. https://doi.org/10.1111/ecog.03067
Mallis RE, Hurd LE (2005) Diversity among ground-dwelling spider assemblages: habitat generalists and specialists. J Arachnol 33:101–109
Masiokas MA, Villalba R, Luckman BH, Lascano ME, Delgado S, Stepanek P (2008) 20th-century glacier recession and regional hydroclimatic changes in northwestern Patagonia. Glob Planet Chang 60:85–100
McGeoch MA, van Rensburg BJ, Botes A (2002) The verification and application of bioindicators: a case study of dung beetles in a savanna ecosystem. J Appl Ecol 39:661–672
Mermoz M, Kitzberger T, Veblen TT (2005) Landscape influences on occurrence and spread of wildfires in Patagonian forests and shrublands. Ecology 86:2705–2715
Nilsson C, Grelsson G (1995) The fragility of ecosystems: a review. J Appl Ecol 32:677–692
Oksanen J, Blanchet FG, Friendly M, Kindt R, Legendre P, McGlinn D, Minchin PR, O’Hara RB, Simpson GL, Solymos P, Stevens MHH, Szoecs E, Wagner H (2016) vegan: Community Ecology Package
Paritsis J, Veblen TT, Holz A (2014) Positive fire feedbacks contribute to shifts from Nothofagus pumilio forests to fire-prone shrublands in Patagonia. J Veg Sci 26:89–101
Paruelo JM (1998) The climate of Patagonia general patterns and controls on biotic processes. Ecol Austral 8:85–101
Paruelo JM, Jobbágy EG, Sala OE (1998) Biozones of Patagonia (Argentina). Ecol Austral 8:145–153
Pearce JL, Venier LA (2006) The use of ground beetles (Coleoptera: Carabidae) and spiders (Araneae) as bioindicators of sustainable forest management: a review. Ecol Ind 6:780–793
R Core Team (2016) R: A language and environment for statistical computing. R Foundation for Statistical Computing, Vienna
Ruggiero A, Hawkins BA (2008) Why do mountains support so many species of birds? Ecography 31:306–315
Ruggiero A, Werenkraut V (2014) Legacy patterns in the abundance of epigaeic mountain beetles after the eruption of the Puyehue-Cordon Caulle volcanic complex (NW Patagonia, Argentina). Ecol Austral 24:31–41
Sanders D, Vogel E, Knop E (2014) Individual and species-specific traits explain niche size and functional role in spiders as generalist predators. J Anim Ecol 84:134–142
Spears LR, MacMahon JA (2012) An experimental study of spiders in a shrub-steppe ecosystem: the effects of prey availability and shrub architecture. J Arachnol 40:218–227
Thomas GW (1996) Soil pH and soil acidity. In: Sparks DL (ed) Methods of soil analysis Part 3. Chemical methods. SSSA Book Series No 5. American Society of Agronomy—Soil Science Society of America, Madison, pp 475–490
Turnbull AL (1973) Ecology of the True Spiders (Araneomorphae). Annu Rev Entomol 18:305–348
Uetz GW (1991) Habitat structure and spider foraging. In: Bell SS, McCoy ED, Mushinsky HR (eds) Habitat structure. Volume 8 of the series population and community biology series. Chapman and Hall, London, pp 325–348
van Rensburg BJ, McGeoch MA, Chown SL, van Jaarsveld AS (1999) Conservation of heterogeneity among dung beetles in the Maputaland Centre of Endemism, South Africa. Biol Conserv 88:145–153
Veblen TT, Kitzberger T, Lara A (1992) Disturbance and forest dynamics along a transect from Andean rain forest to Patagonian shrubland. J Veg Sci 3:507–520
Walter H (1978) Vegetation of the earth and ecological systems of the geo-biosphere, 2nd edn, Heidelberg Science Library. Springer, Heidelberg
Werenkraut V (2010) Patrones altitudinales en la diversidad de coleópteros y hormigas epígeos del noroeste de la Patagonia Argentina. Tesis doctoral. Facultad de Ciencias Exactas y Naturales. Universidad Nacional de Buenos Aires
Werenkraut V, Ruggiero A (2013) Altitudinal variation in the taxonomic composition of ground-dwelling beetle assemblages in NW Patagonia, Argentina: environmental correlates at regional and local scales. Insect Conserv Divers 6:82–92
Werenkraut V, Ruggiero A (2014) The richness and abundance of epigaeic mountain beetles in north-western Patagonia, Argentina: assessment of patterns and environmental correlates. J Biogeogr 41:561–573
Werenkraut V, Fergnani PN, Ruggiero A (2015) Ants at the edge: a sharp forest-steppe boundary influences the taxonomic and functional organization of ant species assemblages along elevational gradients in northwestern Patagonia (Argentina). Biodiv Conserv 24:287–308
Wise DH (1995) Spiders in ecological webs, 1st edn. Cambridge University Press, New York
World Spider Catalog (2017) Natural History Museum Bern, version 18.0. http://wsc.nmbe.ch. Accessed 5 Jul 2017
Zografou K, Wilson RJ, Halley JM, Tzirkalli E, Vassiliki K (2017) How are arthopod communities structured and why are they so diverse? Answers from Mediterranean mountains using hierarchical additive partitioning. Biodivers Conserv. https://doi.org/10.1007/s10531-017-1303-2
Acknowledgements
This project is part of P-UE 2016 22920160100008CO developed at INIBIOMA (CONICET/UNCo). We thank the Agencia Nacional para la Promoción de la Ciencia y Técnica (ANPCyT—FONCYT: PICT2013-0539, PICT2015-0283), CONICET and the British Ecological Society that provided financial support during several years, which allowed developing long-term research on the biodiversity of mountains in north-western Patagonia. C. Grismado and L. Piacentini (MACN-Ar) provided assistance in the identification of spiders. C. Reemts reviewed the manuscript to improve our English. The National Administration of National Parks provided the authorization to work and collect arthropod specimens in the Nahuel Huapi National Park. M. Sahores, F. Galossi, C. Galossi and J. Benclowicz were committed assistants during the long days of summer fieldwork.
Funding
This study was funded by ANPCyT—FONCYT: PICT2013-0539, PICT2015-0283.
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Aisen, S., Werenkraut, V., Márquez, M.E.G. et al. Environmental heterogeneity, not distance, structures montane epigaeic spider assemblages in north-western Patagonia (Argentina). J Insect Conserv 21, 951–962 (2017). https://doi.org/10.1007/s10841-017-0034-8
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DOI: https://doi.org/10.1007/s10841-017-0034-8