Localized surface plasmons are collective oscillations of conduction electrons in metallic nanoparticles excited by light, leading to strong absorption and scattering at specific resonant frequencies. These phenomena are crucial in enhancing electromagnetic fields at the nanoparticle surface, making them useful in applications like sensing, photothermal therapy, and enhancing spectroscopic signals.