Oct 18, 2021 · The major oilseed crops are soybeans, cottonseed, sunflowerseed, canola, rapeseed, and peanuts. Soybeans are the dominant oilseed in the United States, accounting for about 90 percent of oilseed production. Most soybeans are planted in May and early June and harvested in late September and October.