The enhancement in SERS occurs due to two main mechanisms: electromagnetic enhancement and chemical enhancement. The former is predominantly due to localized surface plasmon resonances (LSPR) in metal nanoparticles, typically composed of silver, gold, or copper. The latter involves charge transfer between the adsorbed molecules and the metal surface.