Electromagnetic field enhancement occurs primarily due to the interaction of light with metallic nanoparticles. When light strikes these particles, it induces collective oscillations of the electrons at the surface, known as surface plasmon resonance (SPR). These oscillations result in a concentrated electromagnetic field near the surface of the particles, significantly enhancing the field intensity.