Several factors influence the scattering cross section, including the size, shape, material, and the surrounding environment of the nanoparticle. For instance, surface plasmon resonance in metallic nanoparticles can significantly enhance the scattering cross section. Additionally, the wavelength of the incident light and the angle of observation also play critical roles.