Kolby (2014) reported the very recent arrival of Asian common toads (Duttaphrynus melanostictus) in Madagascar, most likely arriving inside shipping containers from Asia. The species' relative, the cane toad (Rhinella marina), has caused widespread ecological destruction in Australia, and there is now concern that an invasion in Madagascar will have disastrous impacts on the island's unique fauna. Over 90% of Madagascar's terrestrial animals are endemic to the island, raising the prospect of substantial loss of biodiversity through poisoning from toxins released by the toads, predation, competition for resources, and spread of disease (though, fortunately, there are no known infections to date of the lethal chytrid fungal disease among Asian common toads; see http://www.bd-maps.net/). Potential impacts on agriculture, contamination of drinking water, and parasite transmission also raise concerns for human health and livelihoods (Kolby, 2014).
As urgent survey and eradication efforts begin, it is useful to identify areas in Madagascar where invasive spread is most likely. I obtained 3039 occurrence records for the species in its native range in Asia from the Global Biodiversity Information Facility, and ran an Ecological Niche Model (Phillips et al., 2006) using 18 bioclimate variables from the Worldclim database (Supplement-ary Methods; Fig.1). Results confirm that the island provides suitable climate for spread of the toads, with no areas having temperatures or precipitation regimes that are different to those found in the toad's native range. However, the models show that climate is most suitable for the toads in regions along the eastern escarpment, meaning that the first recorded presences at Toamasina are in highly suitable habitat. An invasion of the toads is most likely to spread northward and southward along the escarpment, with conditions less ideal in the island's interior where the climate is drier (Fig.1).
There are substantial uncertainties in these results, including the possibility that invasive populations will shift their niche and favor climatic conditions that are not preferred in the native range. However, the analyses identify areas where climate conditions in Madagascar are most similar to those in the native range and where the toads are therefore most likely to spread, thus helping to prioritize areas for survey and aiding eradication.
Acknowledgments
Christopher Raxworthy provided comments, and Matthew Fisher provided information regarding chytrid infection.
Supporting Information
References
- Kolby JE. Ecology: stop Madagascar's toad invasion now. Nature. 2014;509:563–563. doi: 10.1038/509563a. [DOI] [PubMed] [Google Scholar]
- Phillips SJ, Anderson RP, Schapire RE. Maximum entropy modeling of species geographic distributions. Ecological Modelling. 2006;190:231–259. [Google Scholar]
Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.