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The localized surface plasmon resonance (LSPR) of a noble metal nanoparticle (NP) manifests itself in a variety of remarkable optical properties with a broad range of applications in sensors, absorbers, imaging, and spectroscopy. Collective excitation of conduction electrons in metallic nanoparticles (NP) sustains surface plasmon resonance resulting in a large and highly localized amplification of both the incident and emission electromagnetic (EM) field near the metal NP, which is largely responsible for surface-enhanced Raman scattering (SERS).