Calendar aging refers to the gradual degradation of a battery's performance and capacity over time, regardless of its usage, primarily due to chemical reactions occurring within the battery cells. This phenomenon is influenced by factors such as temperature, state of charge, and the battery's chemistry, and it is crucial for predicting battery lifespan and maintenance needs.