Well if you look at my picture in the Australian outback on a gravel strip with midday temps in the cool around 40c then it would be foolish not to do calcs.
You don't fly in to places like that on empty tanks.
Good example here of a short field take off gone wrong
https://m.youtube.com/watch?v=VTnW2TXOacY