The bicarbonate buffer system is a crucial component of the body's pH regulation mechanism, maintaining blood pH within a narrow range for optimal physiological function. It involves a dynamic equilibrium between carbonic acid and bicarbonate ions, allowing the body to neutralize excess acids or bases effectively.