Spectral line splitting occurs when an external field, such as a magnetic or electric field, causes the energy levels of atoms or molecules to split, resulting in multiple lines in the spectrum instead of a single line. This phenomenon provides critical insights into the atomic and molecular structure and is used in various applications, including astrophysics and quantum mechanics to study the interactions between particles and fields.