Peak growing season for fennel is autumn/fall and winter. You will find the larger bulbs during this time. Some growers will have a small patch for spring/summer as well. I find the bulbs tend to be smaller at this time. Choose fennel bulbs that have fresh-looking greens on long stems. The bulb should be bright white with no or little brown spots.