Specific heat capacity at constant volume is a measure of the amount of heat required to raise the temperature of a unit mass of a substance by one degree Celsius while keeping the volume constant. It is crucial in thermodynamics for understanding how substances absorb heat and is particularly significant in processes where volume does not change, such as in closed systems or rigid containers.