The award recognises spaces that support wildlife, health and communities.
Harroway Gardens, Huguenot Old Burial Ground and Putney Lower Common Cemetery, have received the award for the first time.
The council has thanked staff, volunteers and residents for helping look after the borough’s green spaces.
