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RRphylogeography code and data

Raia, Pasquale1

Published Dec 05, 2024 on Dryad. https://doi.org/10.5061/dryad.44j0zpcp6

Data files

Dec 05, 2024 version files 301.32 MB

Abstract

1.     One of the main goals of historical biogeography is understanding where species originated, and how climate change and ecological interactions shaped their distribution. The task is complicated by both active and passive mechanisms, including habitat tracking, the separation of species into metapopulations of variably interconnected demes, and long-distance dispersal which may all obscure the geographic signature of species origin.

2.     Current historical biogeography tools use phylogenies to infer the area of origin. They work by discretizing the geographic range occupied by the species into distinct areas and then applying ancestral character estimation to identify the area occupied at speciation. These methods are powerful and can account for different modes of speciation. Yet, they are bound to assume that the discrete areas currently occupied by the species are faithful representation of their climatic and historic affiliation and ignore metapopulation structures. Still, most methods cannot take advantage from the fossil information or work with phylogenies including extinct species. Although explicit bioclimatic modeling is now possible under some implementations, these limitations are partly unresolved, which burdens the accuracy of the area of origin estimation process.

3.     We present a new tool written in R, named RRphylogeography, meant to find the area of origin of species, and to locate feasible zones of contact between species throughout their history. RRphylogeography starts from the bioclimatic modelling of the species, identifies potential habitat patches occupied during speciation, and finds the habitat patches most likely to represent the area of origin or contact.