 The bird favors semi-desert areas with thick patches of scrub on rocky hill sides, scattered trees in savannah type areas.It also prefers highlands rather than low lands.The yellow-throated seedeater was formerly placed in the genus "Serinus" but phylogenetic analysis using mitochondrial and nuclear DNA sequences found that the genus was polyphyletic.