The long term weather conditions in an area is referred to as :
Climates
For example, the middle east has a really dry climates
And lithosphere is different than the hydrosphere in that :
the lithosphere is solid, rocky crust covering the planet and the hydrosphere is composed of all the water on the planet
hope this helps