I hope they are, as the word encampment itself suggest. And it makes more sense for them to be temporary, so that you can move them around easily as the situation changes and you want your military units to be spawned from a new location. Also, as you expand, you can move them to your border, freeing up tiles for new districts in your inner cities, with a risk of course in the event your defence line is breached.