Radiation intensity refers to the power per unit solid angle emitted by a source in a particular direction, often measured in watts per steradian. It is a crucial parameter in understanding the directional distribution of electromagnetic radiation from a source, impacting fields such as astrophysics, atmospheric science, and nuclear physics.