Beautiful Nature in Japan

Hello,

First of all sorry for my english.

I will be in Japan (Tokyo, Kyoto and Osaka) from the 4th of March till the 24th.

Are there any day-trips from those cities to see beautiful waterfalls or just beautiful landscapes?

Thanks in advance