Synonyms for Broad-leafed (same or very similar meaning)
WordNet sense 1 (having relatively broad rather than needlelike or scalelike leaves):
broad-leavedWordNet sense 2 ((of plants and shrubs) shedding foliage at the end of the growing season):
deciduousFrom the ODE community, based on WordNetadd/edit