Welcome to PF;
I cannot be exact because that would depend on the type of metal and the geometry.
... since you extend to all EM waves, then it also depends on the wave.
The short answer, though, is "all of the above".
You can also get EM waves in a conductor.
Now I'm curious about something... thought that water was a conductor of electricity not an insulator. Is it the polarization of the waveform that makes water "conductive?"
never mind, found out...pure water is an insulator (no free electrons - balanced molecule - it's the impurities in water that allow for conduction. please correct if wrong...
Yeah - liquid water is quite complicated, even when it is "pure".
BTW: you'll be aware that water (ice) buildup on antennas can have a big effect, and submarines don't use radar (and have to float a buoy to use radio).