I think he means lunar eclipses do actually happen in the Moon (the Moon stops reflecting light) while solar eclipses happen only in Earth and not in the Sun (the Sun keeps emitting light as usual).

What we call lunar eclipses are what the inhabitants of the Moon would call solar eclipses and what we call solar eclipse they would call Earth eclipses, if they used similar terminology.