Would burying the line reduce exposure to electric and magnetic fields (EMFs)?

The earth blocks exposure to electric fields. Magnetic fields pass through the earth and most other materials. Because a buried line would be closer to ground level than an overhead line, magnetic field exposure from a buried line could be higher. However, conductors are placed closer together when a line is underground. This results in some cancellation of the magnetic field so the net effect is usually about the same.