library(splits) 8 Species delimitation
8.1 Species delimitation using the GMYC model
How many species of blue tits are there? We will use a model to delimit species based on the divergence between clades in the phylogeny. The GMYC model (Fujisawa & Barraclough 2013, Systematic Biology), which stands for “Generalized Mixed Yule Coalescent Approach”, is a likelihood method for delimiting species by fitting within- and between-species branching models to reconstructed gene trees.
Load the splits package (“SPecies’ LImits by Threshold Statistics”), which includes an R implementation of the GMYC model.
In case you haven’t done so above, remove the outgroup (delete all Parus individuals), by creating a new object without all the tips belonging to the outgroup.
cyanistes_ingroup<-drop.tip(cyanistes,c("Parus_major_major_KP759174.1",
"Parus_major_DQ792786.1",
"Parus_major_DQ792787.1",
"Parus_major_EU167009.1",
"Parus_major_KJ456375.1"))Now we can fit the GMYC model to the data.
cyanistes_gmyc <- gmyc(cyanistes_ingroup)Let’s look at the output from running the model. How many clusters are identified? What do these clusters mean?
summary(cyanistes_gmyc)View which tips in the tree are assigned to each cluster
spec.list(cyanistes_gmyc)Visualize the results of the GMYC model (Hit return to view the different plots). May require some adjusting on your screen.
plot(cyanistes_gmyc)How many “species” does the model identify?
Do the clusters match species based on the tip names?
How many endemic species of Cyanistes are there in the Canary Islands?
How many endemic subspecies?
What other sources of evidence would be useful to define species of blue tits in the Canarian archipelago?
Would you recommend a taxonomic revision of this group?
What species would you give priority to conservation (if any)?