Desorption energies refer to the amount of energy required to remove an adsorbed species from a catalyst surface back into the gas or liquid phase. This energy is a critical factor in determining the strength of the interaction between the adsorbate and the catalyst's surface. Higher desorption energies indicate stronger binding, while lower desorption energies suggest weaker interactions.