Specific heat at constant volume is the amount of heat required to raise the temperature of a unit mass of a substance by one degree Celsius while maintaining a constant volume. This property is crucial for understanding how internal energy changes with temperature in a system where no work is done due to volume change, making it an essential concept in thermodynamics.