Only one banana tree produces at one time on each matt. The banana tree is not tree at all, but a herbaceous plant with pseudo stems wrapped together to form a trunk-like structure. It blooms within a year of planting, producing fruit within two to three months of flowering. Bananas are tropical plants, susceptible to cold temperatures. There are many different varieties, some of which are inedible.