Vaikko Hakkarainen, the man who made your knife just recommends to rub the handle with some mineral oil occasionally and to not leave it out wet after use.
Personally, I do not recommend linseed oil for birchbark because it dries to a hard shell, which is good for wood but ruins the feel of that nice pliable birchbark.
