The Sieder-Tate equation is an empirical correlation used to estimate mass transfer coefficients in turbulent flow conditions, particularly for gas-liquid systems. It relates the mass transfer coefficient to the fluid properties and flow conditions, playing a vital role in predicting how substances transfer between phases in various engineering applications.