Notholaena ferruginea is the name of a fern species, which may refer to:

Notholaena ferruginea (Desv.) Desv., combined in 1813, now known as Notholaena trichomanoides Notholaena ferruginea (Willd. ex Link) Hook., combined in 1864, an illegitimate later homonym, now known as Myriopteris aurea