In Kyoto city, there is a famous temple for lotus at the middle point to Arashiyama. Just get off at JR Hanazono station.
Hokongo-in Temple with lotus.
Taizo-in Temple : Beautiful garden and Cherry Blosssoms.
Taizo-in is one of the sub-temple of Myoshin-ji Temple Complex.