Temporary means lasting only for a limited time and not permanent
Some times temporary things are so beautiful, like the fireworks, when they burn down they emit this beautiful and colorful display.
Autumn is a season which does not last for more than 2 months, but it’s one of the most beautiful season, when you get to see the trees change color and feel sad when the leaves wither away.