Square planar geometry is a molecular shape where a central atom is surrounded by four atoms located at the corners of a square, with all atoms in the same plane. This geometry arises from a specific arrangement of electron pairs around the central atom, typically when it has six electron pairs with two being lone pairs, resulting in a stable and symmetrical structure.