Clue: Brassica, some brown cabbage and cauliflower heads and cooking oil (8)
Answer: BROCCOLI
Explanation: Definition: Brassica
BRO(wn) + C(abbage) + C(auliflower) + *(oil) 
*"Some" is a bit vague here, but it doesn't ruin the clue.