I've got some high top trainers, only problem with them is that there fairly flat soled, have a tendency to slip on my arse lol! Might try find a pair of lightweight, high top boots and try a few pairs on.There are a few choices. People in our team wear a mixture.
Walking shoes, walking boots, high top trainers and those that go bare foot
I wear boots for the ankle support and keep my feet dry if I hit a puddle or swamp. Walking shoes are just as good but give less ankle support. And high top trainers have the ankle support but not the water proofing of boots.
It all depends on what you want to wear, how much you want to spend, where you are playing and what time of year you are playing.