Active sites are the specific locations on a catalyst where the reaction occurs. Identifying and characterizing these sites are critical for understanding and improving catalytic activity. Techniques like Temperature-Programmed Desorption (TPD) and Temperature-Programmed Reduction (TPR) are often used for this purpose.