The Collaborative International Dictionary of English v.0.48:

Botanize \Bot"a*nize\, v. i. [imp. & p. p. Botanized; p. pr. &
   vb. n. Botanizing.] [Cf. F. botaniser.]
   To seek after plants for botanical investigation; to study
   plants.
   [1913 Webster]