Thats a 300-500m shot. You could hit him with an off the shelf scoped .22 (effective range140 yd). I’d personally go for a .270 but wonder if he’s worth the extra cost… imagine the headline, killed by one of the smallest calibers in common use.
And why the fuck would you stick the barrel through the fence??