Some good plants to plant in the fall in New Jersey are plants that can handle cooler temperatures at night. These include vegetables such as corn, carrots, squash, and pumpkins.
Plants that grow well in the fall in New Jersey include sweet peas, broccoli, lettuces, and spinach. Be sure to plant things that have a short growing season, as all the above mentioned do.