Spectroscopy techniques, such as Raman spectroscopy, fluorescence spectroscopy, and X-ray photoelectron spectroscopy, are used to identify the chemical composition and electronic states of nanomaterials. These techniques provide critical information about the chemical bonds, molecular interactions, and surface properties of nanoscale structures.