Why are they looking for a 36th cousin male to succeed the Japanese Emperor?

If Emperor Naruhito were to pass away, his younger brother could potentially succeed him as Emperor...
Or his younger brother's son, his nephew, could also become Emperor...
Why must only the eldest son succeed the throne...