Temperate forests are those that experience temperature fluctuations throughout the year. They have a spring, summer, fall and winter.
As you can see from this map, they are spread across the world, predominately in the northern hemisphere, but also in the southern hemisphere.
If you would like to know more, here's a PDF on Temperate Forests.