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Modeling co-occurrence between toxic prey and naïve predators in an incipient invasion

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Abstract

Biological invasions can represent important threats to endemic species, including those within the invaders’ food webs. The Asian common toad (Duttaphrynus melanostictus) was introduced to Madagascar in 2011. This introduction presents a potentially dangerous prey item to a relatively naïve, highly diverse endemic carnivore fauna. Using a multivariate niche modeling approach (background test), we assessed the predicted niche overlap between D. melanostictus and six endemic carnivores in eastern Madagascar. The overlap between this potential prey and predators was assessed on four environmental niche axes: temperature, precipitation, vegetation cover and elevation. Our results showed a mixture of niche overlap and divergence between D. melanostictus and the six carnivores for environmental axes tested. There was significant overlap with five of the carnivores on temperature and NDVI axes. On the precipitation axis, there was significant overlap between D. melanostictus with two species. Our results suggested that wide-ranging, locally rare carnivores may overlap extensively with D. melanostictus. The six carnivores that inhabit the eastern rainforest of Madagascar will likely share multiple, niche axes with this novel potential prey item. Species that eat the non-native common toad and are susceptible to its toxins are at conservation risk because their populations may not be robust enough to adapt quickly to this threat. We advocate closely monitoring these emerging interactions and suggest a preemptive conservation strategy for carnivores potentially at risk.

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References

  • Albignac R (1972) The carnivora of Madagascar. In: Biogeography and ecology in Madagascar. Springer, pp 667–682

  • Albignac R, Jolly A, Oberle P, Albignac R (1984) The carnivores. In: Jolly A, Oberle P, Albignac R (eds) Key environments: Madagascar. Pergamon Press, Oxford, pp 167–182

    Chapter  Google Scholar 

  • Anderson RP, Peterson AT, Gomez-Laverde M (2002) Using niche-based GIS modeling to test geographic predictions of competitive exclusion and competitive release in South American pocket mice. Oikos 98:3–16

    Article  Google Scholar 

  • Andreone F (2014) Risk review is under way for invasive toad. Nature 512:253

    Article  CAS  PubMed  Google Scholar 

  • Beckmann C, Shine R (2009) Impact of invasive cane toads on Australian birds. Conserv Biol 23:1544–1549. doi:10.1111/J.1523-1739.2009.01261.X

    Article  PubMed  Google Scholar 

  • Britt A, Virkaitis V (2003) Brown-tailed Mongoose Salanoia concolor in the Betampona Reserve, eastern Madagascar: photographs and an ecological comparison with ring-tailed Mongoose Galidia elegans. Small Carniv Conserv 28:1–3

    Google Scholar 

  • Britt A, Welch C, Katz A (2001) The impact of Cryptoprocta ferox on the Varecia v. variegata reinforcement project at Betampona. Lemur News 6:35–37

    Google Scholar 

  • Brockman DK, Godfrey LR, Dollar LJ, Ratsirarson J (2008) Evidence of invasive Felis silvestris predation on Propithecus verreauxi at Beza Mahafaly Special Reserve, Madagascar. Int J Primatol 29:135–152

    Article  Google Scholar 

  • Broennimann O, Guisan A (2008) Predicting current and future biological invasions: both native and invaded ranges matter. Biol Lett 4:585–589. doi:10.1098/Rsbl.2008.0254

    Article  PubMed  PubMed Central  Google Scholar 

  • Broennimann O, Treier UA, Muller-Scharer H, Thuiller W, Peterson AT, Guisan A (2007) Evidence of climatic niche shift during biological invasion. Ecol Lett 10:701–709. doi:10.1111/J.1461-0248.2007.01060.X

    Article  CAS  PubMed  Google Scholar 

  • Brown KA, Spector S, Wu W (2008) Multi-scale analysis of species introductions: combining landscape and demographic models to improve management decisions about non-native species. J Appl Ecol 45:1639–1648. doi:10.1111/J.1365-2664.2008.01550.X

    Article  Google Scholar 

  • Cardillo M, Purvis A, Sechrest W, Gittleman JL, Bielby J, Mace GM (2004) Human population density and extinction risk in the world’s carnivores. PLoS Biol 2:909–914. ARTN e197. doi: 10.1371/journal.pbio.0020197

  • Cassey P, Hogg CJ (2015) Escaping captivity: the biological invasion risk from vertebrate species in zoos. Biol Conserv 181:18–26. doi:10.1016/J.Biocon.2014.10.023

    Article  Google Scholar 

  • Chen KK, Kovarikova A (1967) Pharmacology and toxicology of toad venom. J Pharm Sci 56:1535–1541

    Article  CAS  PubMed  Google Scholar 

  • Costa GC, Wolfe C, Shepard DB, Caldwell JP, Vitt LJ (2008) Detecting the influence of climatic variables on species distributions: a test using GIS niche-based models along a steep longitudinal environmental gradient. J Biogeogr 35:637–646

    Article  Google Scholar 

  • Crawford AJ, Lips KR, Bermingham E (2010) Epidemic disease decimates amphibian abundance, species diversity, and evolutionary history in the highlands of central Panama. Proc Natl Acad Sci USA 107:13777–13782. doi:10.1073/Pnas.0914115107

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Crottini A, Madsen O, Poux C, Strauß A, Vieites DR, Vences M (2012) Vertebrate time-tree elucidates the biogeographic pattern of a major biotic change around the K-T boundary in Madagascar. Proc Nat Acad Sci 109:5358–5363

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Dollar L (1999) Preliminary report on the status, activity cycle, and ranging of Cryptoprocta ferox in the Malagasy rainforest, with implications for conservation. Small Carniv Conserv 20:7–10

    Google Scholar 

  • Dunham AE (1998) Notes on the behavior of the Ring-tailed mongoose, Galidia elegans, at Ranomafana National Park, Madagascar. Small Carniv Conserv 19:21–24

    Google Scholar 

  • Ehrenfeld JG (2010) Ecosystem consequences of biological invasions. Annu Rev Ecol Evol Syst 41:59–80

    Article  Google Scholar 

  • Elith J et al (2006) Novel methods improve prediction of species’ distributions from occurrence data. Ecography 29:129–151

    Article  Google Scholar 

  • Elith J, Leathwick JR (2009) Species distribution models: ecological explanation and prediction across space and time. Annu Rev Ecol Evol Syst 40(1):677

    Article  Google Scholar 

  • ESRI (2012) ArcGIS Desktop: Release 10.1. Environmental Systems Research Institute, Redlands

    Google Scholar 

  • Farris ZJ (2014) Response of Madagascar’s endemic carnivores to fragmentation, hunting, and exotic carnivores across Masoala-Makira landscape. Dissertation, Virginia Tech, Blacksburg

  • Farris ZJ, Kelly MJ, Karpanty SM, Ratelolahy F, Andrianjakarivelo V, Holmes C (2012) Brown-tailed Vontsira Salanoia concolor (Eupleridae) documented in Makira Natural Park, Madagascar: new insights on distribution and camera-trap success. Small Carniv Conserv 47:82–86

    Google Scholar 

  • Farris ZJ, Karpanty SM, Ratelolahy F, Kelly MJ (2014) Predator–primate distribution, activity, and co-occurrence in relation to habitat and human activity across fragmented and contiguous forests in northeastern Madagascar. Int J Primatol 35:859–880

    Article  Google Scholar 

  • Farris ZJ, Gerber B, Karpanty SM, Murphy A, Ratelolahy F, Kelly MJ (2015a) When carnivores roam: temporal patterns and partitioning among Madagascar’s native and exotic carnivores. J Zool 296:45–57. doi:10.1111/jzo.12216

    Article  Google Scholar 

  • Farris ZJ et al (2015b) Hunting, exotic carnivores, and habitat loss: anthropogenic effects on a native carnivore community, Madagascar. PLoS One 10:e0136456

    Article  PubMed  PubMed Central  Google Scholar 

  • Farris ZJ, Kelly MJ, Karpanty SM, Ratelolahy F (2015c) Patterns of spatial co-occurrence among native and exotic carnivores in NE Madagascar. Anim Conserv. doi:10.1111/acv.12233

    Google Scholar 

  • Farris ZJ, Gerber B, Kelly MJ, Karpanty SM, Ratelolahy F, Andrianjakarivelo V (In press) Spatio-temporal overlap between a native and exotic carnivore in Madagascar: evidence of spatial exclusion. In: Do Linh San E, Sato JJ, Belant JL, Somers MJ (eds) Small carnivores: evolution, ecology, behaviour and conservation. Wiley, Chichester

  • Faulkner KT, Robertson MP, Rouget M, Wilson JRU (2014) A simple, rapid methodology for developing invasive species watch lists. Biol Conserv 179:25–32. doi:10.1016/J.Biocon.2014.08.014

    Article  Google Scholar 

  • Fielding AH, Bell JF (1997) A review of methods for the assessment of prediction errors in conservation presence/absence models. Environ Conserv 21:38–49

    Article  Google Scholar 

  • Fisher DO, Blomberg SP, Owens IPF (2003) Extrinsic versus intrinsic factors in the decline and extinction of Australian marsupials. Proc R Soc B 270:1801–1808. doi:10.1098/Rspb.2003.2447

    Article  PubMed  PubMed Central  Google Scholar 

  • Garbutt N (2007) Mammals of Madagascar: a complete guide. Yale University Press, New Haven

    Google Scholar 

  • Gerber BD (2011) Comparing density analyses and carnivore ecology in Madagascar’s southeastern rainforest. Masters Thesis, Virginia Tech, Blacksburg

  • Gerber BD, Karpanty SM, Kelly MJ (2012a) Evaluating the potential biases in carnivore capture–recapture studies associated with the use of lure and varying density estimation techniques using photographic-sampling data of the Malagasy civet. Popul Ecol 54:43–54

    Article  Google Scholar 

  • Gerber BD, Karpanty SM, Randrianantenaina J (2012b) Activity patterns of carnivores in the rain forests of Madagascar: implications for species coexistence. J Mammal 93:667–676

    Article  Google Scholar 

  • Gerber BD, Karpanty SM, Randrianantenaina J (2012c) The impact of forest logging and fragmentation on carnivore species composition, density and occupancy in Madagascar’s rainforests. Oryx 46:414–422

    Article  Google Scholar 

  • Glaw F, Vences M (2007) A field guide to the amphibians and reptiles of Madagascar, 3rd edn. Vences and Glaw Verlag, Köln

    Google Scholar 

  • Gobron N, Pinty B, Verstraete MM, Widlowski JL (2000) Advanced vegetation indices optimized for up-coming sensors: design, performance, and applications. IEEE Trans Geosci Remote Sens 38:2489–2505

    Article  Google Scholar 

  • Godsoe W, Case BS (2015) Accounting for shifts in the frequency of suitable environments when testing for niche overlap. Methods Ecol Evol 6:59–66. doi:10.1111/2041-210x.12307

    Article  Google Scholar 

  • Goodman S (2003a) Carnivora: Galidia elegans, ring-tailed Mongoose, Vontsira mena. In: Goodman S, Benstead JP (eds) The natural history of Madagascar. The University of Chicago Press, Chicago, pp 1351–1354

    Google Scholar 

  • Goodman S (2003b) Carnivora: Galidictis fasciata, Broad-striped Mongoose, Vontsira fotsy. In: Goodman S, Benstead JP (eds) The natural history of Madagascar. The University of Chicago Press, Chicago, pp 1354–1357

    Google Scholar 

  • Goodman S (2003c) Predation on lemurs. In: Goodman S, Benstead JP (eds) The natural history of Madagascar. The University of Chicago Press, Chicago, pp 1159–1186

    Google Scholar 

  • Goodman SM (2012) Les Carnivora de Madagascar. Association Vahatra, Antananarivo

    Google Scholar 

  • Goodman SM, Benstead JP (2005) Updated estimates of biotic diversity and endemism for Madagascar. Oryx 39:73–77. doi:10.1017/S0030605305000128

    Article  Google Scholar 

  • Goodman SM, Pidgeon M (1999) Carnivora of the reserve naturelle integrale d’Andohahela Madagascar. Fieldiana Zool 94:259–268

    Google Scholar 

  • Goodman S, Langrand O, Rasolonandrasana B (1997) The food habits of Cryptoprocta ferox in the high mountain zone of the Andringitra Massif, Madagascar (Carnivora, Viverridae). Mammalia 61:185–192

    Article  Google Scholar 

  • Hawkins CE (1998) Behaviour and ecology of the fossa, Cryptoprocta ferox (Carnivora: Viverridae) in a dry deciduous forest, western Madagascar. University of Aberdeen, Scotland

    Google Scholar 

  • Hawkins C (2003) Cryptoprocta ferox, fossa, fosa. In: Goodman SM, Benstead JP (eds) The natural history of Madagascar. University of Chicago Press, Chicago, pp 1360–1363

    Google Scholar 

  • Hawkins CE, Racey PA (2005) Low population density of a tropical forest carnivore, Cryptoprocta ferox: implications for protected area management. Oryx 39:35–43

    Article  Google Scholar 

  • 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. doi:10.1002/Joc.1276

    Article  Google Scholar 

  • Inderjit (2005) Plant invasions: habitat invasibility and dominance of invasive plant species. Plant Soil 277:1–5. doi:10.1007/S11104-004-6638-2

    Article  CAS  Google Scholar 

  • IUCN (2016) The IUCN red list of threatened species Version 2016.1. www.iucnredlist.org. Accessed June 2016

  • Jansen P, Ahumada J, Fegraus E, O’Brian T (2014) TEAM: a standardised camera trap survey to monitor terrestrial vertebrate communities in tropical forests. In: Camera trapping: wildlife management and research. CSIRO Publishing, Melbourne, pp 263–270

  • Julliard R, Clavel J, Devictor V, Jiguet F, Couvet D (2006) Spatial segregation of specialists and generalists in bird communities. Ecol Lett 9:1237–1244. doi:10.1111/J.1461-0248.2006.00977.X

    Article  PubMed  Google Scholar 

  • Kerridge F, Ralisoamalala R, Goodman S, Pasnick S (2003) Fossa fossana, Malagasy striped civet, Fanaloka. In: Benstead SGaJ (ed) The natural history of Madagascar. The University of Chicago Press, Chicago, pp 1363–1365

  • Kolby JE (2014) Stop Madagascar’s toad invasion now. Nature 509:563

    Article  PubMed  Google Scholar 

  • Kotschwar M, Gerber B, Karpanty SM, Justin S, Rabenahy F (2014) Assessing carnivore distribution from local knowledge across a human-dominated landscape in central-southeastern Madagascar. Anim Conserv 18:82–91. doi:10.1111/acv.12137

    Article  Google Scholar 

  • Kull CA, Tassin J, Carriere SM (2014) Approaching invasive species in Madagascar. Madag Conserv Dev 9:60–70

    Article  Google Scholar 

  • Levins R (1968) Evolution in changing environments. Monographs in population biology, vol 2. Princeton University Press, New Jersey

    Google Scholar 

  • Lührs ML, Kappeler PM (2013) Simultaneous GPS tracking reveals male associations in a solitary carnivore. Behav Ecol Sociobiol 67:1731–1743

    Article  Google Scholar 

  • McClelland P, Reardon J, Kraus F, Raxworthy C, Randrianantoandro C (2015) Asian toad eradication feasibility report for Madagascar. Te Anau, New Zealand

    Google Scholar 

  • McCormack JE, Zellmer AJ, Knowles LL (2010) Does niche divergence accompany allopatric divergence in Aphelocoma jays as predicted under ecological speciation?: insights from tests with niche models. Evolution 64:1231–1244. doi:10.1111/J.1558-5646.2009.00900.X

    PubMed  Google Scholar 

  • Mecke S (2014) Review risks before eradicating toads. Nature 511:534

    Article  CAS  PubMed  Google Scholar 

  • Meyer JY, Pouteau R, Spotswood E, Taputuarai R, Fourdrigniez M (2015) The importance of novel and hybrid habitats for plant conservation on islands: a case study from Moorea (South Pacific). Biodivers Conserv 24:83–101. doi:10.1007/S10531-014-0791-6

    Article  Google Scholar 

  • Moore M, Fidy JF, Edmonds D (2015) The new toad in town: distribution of the Asian toad, Duttaphrynus melanostictus, in the Toamasina area of eastern Madagascar. Trop Conserv Sci 8:440–455

    Article  Google Scholar 

  • Nakazato T, Warren DL, Moyle LC (2010) Ecological and geographic modes of species divergence in wild tomatoes. Am J Bot 97:680–693. doi:10.3732/Ajb.0900216

    Article  PubMed  Google Scholar 

  • Ordonez A (2014) Global meta-analysis of trait consistency of non-native plants between their native and introduced areas. Global Ecol Biogeogr 23:264–273. doi:10.1111/Geb.12123

    Article  Google Scholar 

  • Pearson RG (2015) Asian common toads in Madagascar: an urgent effort to inform surveys and eradication efforts. Global Change Biol 21:9. doi:10.1111/Gcb.12693

    Article  Google Scholar 

  • Perl RB, Nagy ZT, Sonet G, Glaw F, Wollenberg KC, Vences M (2014) DNA barcoding Madagascar’s amphibian fauna. Amphib-Reptil 35:197–206

    Article  Google Scholar 

  • Phillips SJ, Anderson RP, Schapire RE (2006) Maximum entropy modeling of species geographic distributions. Ecol Model 190:231–259

    Article  Google Scholar 

  • Phillips SJ, Dudík M, Elith J, Graham CH, Lehmann A, Leathwick J, Ferrier S (2009) Sample selection bias and presence-only distribution models: implications for background and pseudo-absence data. Ecol Appl 19:181–197

    Article  PubMed  Google Scholar 

  • Pittman SJ, Brown KA (2011) Multi-scale approach for predicting fish species distributions across coral reef seascapes. PLoS One 6:e20583. doi:10.1371/journal.pone.0020583

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • R Development Core Team (2012) R: A language and environment for statistical computing. Vienna, Austria

  • Radosavljevic A, Anderson RP (2014) Making better MAXENT models of species distributions: complexity, overfitting and evaluation. J Biogeogr 41:629–643. doi:10.1111/Jbi.12227

    Article  Google Scholar 

  • Rasoloarison R, Rasolonandrasana B, Ganzhorn J, Goodman S (1995) Predation on vertebrates in the Kirindy Forest, western Madagascar. Ecotropica 1:59–65

    Google Scholar 

  • Reaser JK, Meyerson LA, Von Holle B (2008) Saving camels from straws: how propagule pressure-based prevention policies can reduce the risk of biological invasion. Biol Invasions 10:1085–1098. doi:10.1007/S10530-007-9186-X

    Article  Google Scholar 

  • Rebollar EA, Hughey MC, Harris RN, Domangue RJ, Medina D, Ibanez R, Belden LK (2014) The lethal fungus Batrachochytrium dendrobatidis is present in lowland tropical forests of far eastern Panama. PLoS One 9:e95484. doi:10.1371/journal.pone.0095484

    Article  PubMed  PubMed Central  Google Scholar 

  • Reddy S, Dávalos LM (2003) Geographical sampling bias and its implications for conservation priorities in Africa. J Biogeogr 30:1719–1727

    Article  Google Scholar 

  • Rosa GM, Crottini A, Noel J, Rabibisoa N, Raxworthy CJ, Andreone F (2014) A new phytotelmic species of Platypelis (Microhylidae: cophylinae) from the Betampona Reserve, eastern Madagascar. Salamandra 50:201–214

    Google Scholar 

  • Searcy CA, Shaffer HB (2014) Field validation supports novel niche modeling strategies in a cryptic endangered amphibian. Ecography 37:983–992

    Article  Google Scholar 

  • Shine R (2010) The ecological impact of invasive cane toads (Bufo Marinus) in Australia. Quat Rev Biol 85:253–291

    Article  Google Scholar 

  • Srinivasulu C, Das I (2008) The herpetofauna of Nallamala Hills, Eastern Ghats, India: an annotated checklist, with remarks on nomenclature, taxonomy, habitat use, adaptive types and biogeography. Asiat Herpetol Res 11:110–131

    Google Scholar 

  • Thuiller W, Richardson DM, Pysek P, Midgley GF, Hughes GO, Rouget M (2005) Niche-based modelling as a tool for predicting the risk of alien plant invasions at a global scale. Global Change Biol 11:2234–2250. doi:10.1111/J.1365-2486.2005.01018.X

    Article  Google Scholar 

  • Thuiller W, Gasso N, Pino J, Vila M (2012) Ecological niche and species traits: key drivers of regional plant invader assemblages. Biol Invasions 14:1963–1980. doi:10.1007/S10530-012-0206-0

    Article  Google Scholar 

  • Van Dijk P et al (2004) Duttaphrynus melanostictus. In: The IUCN red list of threatened species 2004: e. T54707A11188511

  • Ward-Fear G, Brown GP, Shine R (2010) Factors affecting the vulnerability of cane toads (Bufo marinus) to predation by ants. Biol J Linn Soc 99:738–751

    Article  Google Scholar 

  • Warren DL (2012) In defense of ‘niche modeling’. Trends ecol evol 27(9):497–500

    Article  PubMed  Google Scholar 

  • Warren DL, Glor RE, Turelli M (2008) Environmental niche equivalency versus conservatism: quantitative approaches to niche evolution. Evolution 62:2868–2883. doi:10.1111/J.1558-5646.2008.00482.X

    Article  PubMed  Google Scholar 

  • Warren DL, Glor RE, Turelli M (2010) ENMTools: a toolbox for comparative studies of environmental niche models. Ecography 33:607–611. doi:10.1111/J.1600-0587.2009.06142.X

    Article  Google Scholar 

  • Wood JR, Dickie IA, Moeller HV, Peltzer DA, Bonner KI, Rattray G, Wilmshurst JM (2015) Novel interactions between non-native mammals and fungi facilitate establishment of invasive pines. J Ecol 103:121–129. doi:10.1111/1365-2745.12345

    Article  Google Scholar 

  • Wright P, Heckscher S, Dunham A (1997) Predation on Milne-Edward’s sifaka (Propithecus diadema edwardsi) by the fossa (Cryptoprocta ferox) in the rain forest of southeastern Madagascar. Folia Primatol 68:34–43

    Article  CAS  PubMed  Google Scholar 

  • Yin H, Udelhoven T, Fensholt R, Pflugmacher D, Hostert P (2012) How normalized difference vegetation index (NDVI) trends from advanced very high resolution radiometer (AVHRR) and systeme probatoire d’observation de la terre vegetation (spot vgt) time series differ in agricultural areas: an inner mongolian case study. Remote Sens 4:3364–3389. doi:10.3390/Rs4113364

    Article  Google Scholar 

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Acknowledgments

The non-TEAM carnivore occurrence data from Ranomafana National Park and the carnivore data from Ialatsara and Matsinjo were collected by BDG, SK, and Johny Randrianantenaina as part of BDG’s Masters Thesis with funding provided by Virginia Tech, National Geographic Society Committee on Research and Exploration, Sigma Xi Virginia Tech Master’s Degree and Grants-in-Aid Awards, National Science Foundation Graduate Research Fellowship Program, and Burd Sheldon McGinnes Graduate Fellowship. Carnivore data from the Makira-Masoala region were collected by ZJF, in collaboration with SK and MJK, with funding from Cleveland Metroparks Zoo, European Association of Zoos and Aquariums, Idea Wild, National Geographic Society-Waitts grant (#W96-10), Peoples Trust for Endangered Species, Virginia Tech Chapter of Sigma Xi, Virginia Tech Department of Fish & Wildlife, and logistical and financial support from the Wildlife Conservation Society (WCS) Madagascar Program. Carnivore data from the Betampona Strict Reserve was collected by FR and funding for these surveys was provided by Saint Louis Zoo Wildcare Institute and the Whitney R. Harris World Ecology Center.

Author’s contribution

KAB, ZJF, and SEJ developed the concept for the manuscript; KAB and GY performed the analyses; ZJF, BDG, FR, SK, MJK, JCR, EL and PCW collected the data; KAB, ZJF, SEJ, GY, BDG, FR, SK, MJK, JCR, EL and PCW contributed to writing; KAB, ZJF and SEJ led the writing.

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Correspondence to Kerry A. Brown.

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Communicated by Dirk Sven Schmeller.

Kerry A. Brown, Zach J. Farris contributed equally to this work.

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Brown, K.A., Farris, Z.J., Yesuf, G. et al. Modeling co-occurrence between toxic prey and naïve predators in an incipient invasion. Biodivers Conserv 25, 2723–2741 (2016). https://doi.org/10.1007/s10531-016-1198-3

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