Characterizing active sites involves a combination of experimental and theoretical approaches. Techniques like X-ray diffraction (XRD), nuclear magnetic resonance (NMR) spectroscopy, and scanning tunneling microscopy (STM) are often used. Additionally, computational methods such as density functional theory (DFT) can provide insights into the electronic properties and geometries of active sites.