Abstract
Although predictions of potential distributions of invasive species often assume niche conservatism, recent analyses suggest that niche shifts can also occur. Thus, further studies are necessary to provide a better understanding of niche dynamics and to predict geographic distribution in invaded areas. The present study investigated the niche shift hypothesis at a broad biogeographical scale, using the comprehensive distribution of the invasive species Zaprionus indianus in its native (Africa) and invaded (America and India) ranges. Z. indianus is a very successful invasive species that presents high adaptive flexibility and extreme physiological tolerance. To investigate whether Z. indianus changed its climatic niche from Africa to America and India, multivariate analyses, as well as ecological niche modeling procedures (GARP, MAXENT and Mahalanobis distances), were used. Multivariate analyses showed that the niche spaces of Z. indianus in Africa, India and the Americas were significantly different (Wilks’ λ from a Multivariate Analysis of Variance, MANOVA = 0.115; P < 0.0001). Out of 108 occurrences in America, only 11 (ca 10%) were classified, by Canonical Variate Analysis scores, as belonging to its original range in Africa, whereas only 5% of the 39 occurrences in India were classified as belonging to Z. indianus’ original range. Consensus results from MAXENT, GARP and Mahalanobis distances correctly predicted only 27% of the occurrences in India and 85% of occurrences in America. Thus, all analyses showed that Zaprionus indianus quickly expanded ranges into different environments in the invaded areas, suggesting climatic niche shifts, primarily in India.
Similar content being viewed by others
References
Allouche O, Steinitz O, Rotem D, Rosenfeld A, Kadmon R (2008) Incorporating distance constraints into species distribution models. J Appl Ecol 45:599–609
Araujo MB, Guisan A (2006) Five (or so) challenges for species distribution modelling. J Biogeogr 33:1677–1688
Araújo MB, New M (2007) Ensemble forecasting of species distributions. Trends Ecol Evol 22:42–47
Araújo MB, Pearson RG (2005) Equilibrium of species’ distributions with climate. Ecography 28:693–695
Atkinson WD (1979) A comparison of the reproductive strategies of domestic species of Drosophila. J Anim Ecol 48:53–64
Bächli G (2008) TaxoDros: The database on taxonomy of Drosophilidae. Available at http://taxodros.unizh.ch/. Accessed September 2008
Broennimann O, Treier UA, Muller-Scharer H et al (2007) Evidence of climatic niche shift during biological invasion. Ecol Lett 10:701–709
Chassagnard MT, Kraaijeveld AR (1991) The occurrence of Zaprionus sensu stricto in the Palearctic region (Diptera: Drosophilidae). Ann Soc Entomol Fr 27:495–496
Chassagnard MT, Tsacas L (1993) The subgenus Zaprionus s. str. Definition of species groups and revision of the Vittiger subgroup (Diptera, Drosophilidae). Ann Soc Entomol Fr 29:173–194
Chen P, Wiley EO, Menyset KM (2007) Ecological niche modelling as a predictive tool: silver and bighead carps in North America. Biol Invasions 9:43–51
David JR, Allemand R, van Herrewege J et al (1983) Ecophysiology: abiotic factors. In: Ashburner M, Carson HL, Thompson JN (eds) The genetics and biology of Drosophila. Academic Press, New York, pp 105–170
David JR, Araripe LO, Bitner-Mathe BC et al (2006) Quantitative trait analysis and geographic variability of natural populations of Zaprionus indianus, a recent invader in Brazil. Heredity 96:53–62
DeMarco P, Diniz-Filho JAF, Bini LM (2008) Spatial analysis improves species distribution modelling during range expansion. Biol Lett 4:577–580
Dietz H, Edwards PJ (2006) Recognition that causal processes change during plant invasion helps explain conflicts in evidence. Ecology 87:1359–1367
Ehrlich PR (1986) Which animal will invade? In: Mooney HA, Drake JA (eds) Ecology of biological invasions of North America and Hawaii. Springer, New York, pp 79–95
Elith J, Graham CH, Anderson RP et al (2006) Novel methods improve prediction of species’ distributions from occurrence data. Ecography 29:129–151
Farber O, Kadmon R (2003) Assessment of alternative approaches for bioclimatic modeling with special emphasis on the Mahalanobis distance. Ecol Model 160:115–130
Fitzpatrick MC, Weltzin JF, Sanders NJ et al (2007) The biogeography of prediction error: why does the introduced range of the fire ant over-predict its native range? Glob Ecol Biogeogr 16:24–33
Fitzpatrick MC, Dunn RR, Sanders NJ (2008) Data set matter, but so do evolution and ecology. Glob Ecol Biogeogr 17:562–565
Gilchrist GW, Huey RB, Serra L (2001) Rapid evolution of wing size clines in Drosophila subobscura. Genetica 112:273–286
Giovanelli JGR, Haddad CFB, Alexandrino J (2008) Predicting the potential distribution of the alien invasive American bullfrog (Lithobates catesbeianus) in Brazil. Biol Invasions 10:585–590
GISP (2008) The global invasive species programme. Available at http://www.gisp.org/. Accessed Sept 2008
Goñi B, Fresia P, Calvino M et al (2001) First record of Zaprionus indianus Gupta, 1970 (Diptera, Drosophilidae) in southern localities of Uruguay. Drosoph Inf Serv 84:61–65
Grossfield J (1978) Non sexual behaviour of Drosophila. In: Ashburner M, Wright TRF (eds) The genetics and biology of Drosophila. Academic Press, New York, pp 1–126
Guisan A, Zimmermann NE (2000) Predictive habitat distribution models in ecology. Ecol Model 135:147–186
Hijmans RJ, Cameron SE, Parra JL et al (2005) Very high resolution interpolated climate surfaces for global land areas. Int J Climatol 25:1965–1978
Huey R, Gilchrist G, Hendry A (2005) Using invasive species to study evolution. In: Sax D, Stachowicz J, Gaines D (eds) Species invasions: insights into ecology, evolution & biogeography. Sinauer Associates, Sunderland, pp 139–184
Johnson RA, Wichern DW (1992) Applied multivariate statistical analysis. Prentice Hall, New Jersey
Jong G, Bochdanovits Z (2003) Latitudinal clines in Drosophila melanogaster: body size, allozyme frequencies, inversion frequencies, and the insulin-signalling pathway. J Genet 82:207–223
Karan D, Moreteau B, David JR (1999) Growth temperature and reaction norms of morphometrical traits in a tropical drosophilid: Zaprionus indianus. Heredity 83:398–407
Karan D, Dubey S, Moreteau B et al (2000) Geographical clines for quantitative traits in natural populations of a tropical drosophilid: Zaprionus indianus. Genetica 108:91–100
Lambrinos JG (2004) How interactions between ecology and evolution influence contemporary invasion dynamics. Ecology 85:2061–2070
Legendre P, Legendre L (1998) Numerical ecology. Elsevier, Amsterdam
Lobo JM, Jimenez-Valverde A, Real R (2008) AUC: a misleading measure of the performance of predictive distribution models. Glob Ecol Biogeogr 17:145–151
Losos JB (2008) Phylogenetic niche conservatism, phylogenetic signal and the relationship between phylogenetic relatedness and ecological similarity among species. Ecol Lett 11:995–1007
Marmion M, Parviainen M, Luoto M et al (2009) Evaluation of consensus methods in predictive species distribution modeling. Diver Distr 15:59–69
Meynard CN, Quinn JF (2007) Predicting species distributions: a critical comparison of the most common statistical models using artificial species. J Biogeogr 34:1455–1469
Nava DE, Nascimento AM, Stein CP et al (2007) Biology, thermal requirements, and estimation of the number of generations of Zaprionus indianus (Diptera: Drosophilidae) for the main fig producing regions of Brazil. Fla Entomol 90:495–501
Parkash R, Yadav JP (1993) Geographical clinal variation at 7 esterase-coding loci in Indian populations of Zaprionus indianus. Hereditas 119:161–170
Pearman PB, Guisan A, Broennimann O et al (2008) Niche dynamics in space and time. Trends Ecol Evol 23:149–158
Peterson AT (2003) Predicting the geography of species’ invasions via ecological niche modeling. Q Rev Biol 78:419–433
Peterson AT (2007) Why not why where: the need for more complex models of simpler environmental spaces. Ecol Model 203:527–530
Peterson AT, Nakazawa Y (2008) Environmental data sets matter in ecological niche modelling: an example with Solenopsis invicta and Solenopsis richteri. Glob Ecol Biogeogr 17:135–144
Peterson AT, Vieglais DA (2001) Predicting species invasions using ecological niche modeling: new approaches from bioinformatics attack a pressing problem. Bioscience 51:363–371
Peterson AT, Soberon J, Sanchez-Cordero V (1999) Conservatism of ecological niches in evolutionary time. Science 285:1265–1267
Peterson AT, Papes M, Eaton M (2007) Transferability and model evaluation in ecological niche modeling: a comparison of GARP and Maxent. Ecography 30:550–560
Peterson AT, Papes M, Soberon J (2008) Rethinking receiver operating characteristic analysis applications in ecological niche modeling. Ecol Model 213:63–72
Phillips SJ, Dudik M (2008) Modeling of species distributions with Maxent: new extensions and a comprehensive evaluation. Ecography 31:161–175
Phillips SJ, Anderson RP, Schapire RE (2006) Maximum entropy modeling of species geographic distributions. Ecol Model 190:231–259
Roura-Pascual N, Brotons L, Peterson AT, Thuiller W (2009) Consensual predictions of potential distributional areas for invasive species: a case study of Argentine ants in the Iberian peninsula. Biol Invasions 11:1017–1031
Sakai AK, Allendorf FW, Holt JS et al (2001) The population biology of invasive species. Ann Rev Ecol Syst 32:305–332
Sax DF, Stachowicz JJ, Brown JH et al (2007) Ecological and evolutionary insights from species invasions. Trends Ecol Evol 22:465–471
Segurado P, Araújo MB (2004) An evaluation of methods for modelling species distributions. J Biogeogr 31:1555–1568
Silva NM, Fantinel CD, Valente VLS et al (2005) Population dynamics of the invasive species Zaprionus indianus (Gupta) (Diptera: Drosophilidae) in communities of drosophilids of Porto Alegre city, southern of Brazil. Neotrop Entoml 34:363–374
Soberon J (2007) Grinnellian and Eltonian niches and geographic distributions of species. Ecol Lett 10:1115–1123
Steiner FM, Schlick-Steiner BC, VanDerWal J et al (2008) Combined modelling of distribution and niche in invasion biology: a case study of two invasive Tetramorium ant species. Divers Distrib 14:538–545
Stockwell DRB, Noble IR (1992) Induction of sets of rules from animal distribution data: A robust and informative method of data analysis. Math Comput Simul 33:385–390
Throckmorton LH (1975) The phylogeny, ecology, and geography of Drosophila. Invertebrates of genetic interest. Plenum Press, New York, pp 421–469
Thuiller W (2007) Biodiversity—climate change and the ecologist. Nature 448:550–552
Thuiller W, Richardson DM, Pysek P et al (2005) Niche-based modelling as a tool for predicting the risk of alien plant invasions at a global scale. Glob Chang Biol 11:2234–2250
Tidon R, Leite DF, Leão BFD (2003) Impact of the colonization of Zaprionus (Diptera, Drosophilidae) in different ecosystems of the Neotropical region: 2 years after the invasion. Biol Conserv 112:299–305
Tsoar A, Allouche O, Steinitz O et al (2007) A comparative evaluation of presence only methods for modelling species distribution. Diver Distrib 13:397–405
Van Der Linde K, Steck GJ, Hibbard K et al (2006) First records of Zaprionus indianus (Diptera: Drosophilidae), a pest species on commercial fruits from Panama and the United States of America. Fla Entomol 89:402–404
Vilela CR (1999) Is Zaprionus indianus Gupta, 1970 (Diptera, Drosophilidae) currently colonizing the Neotropical region? Drosoph Inf Serv 82:37–39
Whitney KD, Gabler CA (2008) Rapid evolution in introduced species, ‘invasive traits’ and recipient communities: challenges for predicting invasive potential. Divers Distrib 14:569–580
Wiens JJ, Graham CH (2005) Niche conservatism: Integrating evolution, ecology, and conservation biology. Ann Rev Ecol Evol Syst 36:519–539
Acknowledgments
We are grateful to Dr. Stephen Harris, from Oxford University, and one anonymous reviewer for the critical reading of this manuscript and to Paulo Oliveira de Souza for helping with sampling data. The Conselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq) has provided R. A. Mata with a 1 year Pos-Doctoral fellowship (CNPq proc. 155203/2006-1). Work by J. A. F. Diniz-Filho, P. D. Marco Jr., and R. Tidon have been continuously supported by CNPq productivity fellowships.
Author information
Authors and Affiliations
Corresponding author
Rights and permissions
About this article
Cite this article
da Mata, R.A., Tidon, R., Côrtes, L.G. et al. Invasive and flexible: niche shift in the drosophilid Zaprionus indianus (Insecta, Diptera). Biol Invasions 12, 1231–1241 (2010). https://doi.org/10.1007/s10530-009-9542-0
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s10530-009-9542-0