The Paschen Series refers to a set of spectral lines in the infrared region of the electromagnetic spectrum that are produced when an electron transitions from a higher energy level to the third energy level in a hydrogen atom. These transitions occur within the framework of the Bohr Model of the Atom, highlighting the quantized nature of electron orbits and the energy emitted during these electronic changes.