The term 'Unit of Food Energy' is often referred to as a CALORIE. A CALORIE is a unit of energy that is used to measure the amount of energy that is contained in food and other substances. It is also used to measure the amount of energy that is expended during physical activity. The CALORIE is an important part of nutrition and is used to determine the amount of energy that is needed for a person to maintain their weight.