Definitions of barrel cactus:

noun: a cactus of the genus Ferocactus: unbranched barrel-shaped cactus having deep ribs with numerous spines and usually large funnel-shaped flowers followed by dry fruits
noun: any cactus of the genus Echinocactus; strongly ribbed and very spiny; southwestern United States to Brazil