Crickets offing themselves

I have crickets that keep jumping into the water feature and unaliving themselves which has become quite the issue, plus, the water gets much dirtier much faster. I was wondering if anyone had a way to lessen the problem. I know you can’t eliminate it completely but I’m tired of finding so many dead. For context it’s a frog terrarium with flowing water in the very front of the paludarium. Thanks!!