an obsolete word, a Nemophilist is characterized as one who is deeply fond of the forest and its grand beauty and meaningful solitude; a haunter of the woods. 

• etymology: Greek ‘nemos’ meaning grove + ‘philos’ meaning affection
  

(via wordsnquotes)