Surface states can be characterized using various techniques such as X-ray photoelectron spectroscopy (XPS), scanning tunneling microscopy (STM), and low-energy electron diffraction (LEED). These methods provide insights into the atomic arrangement, electronic states, and chemical environment of the surface atoms.