I've been enjoying the book Chineasy and it make me wonder if it would be possible to read chinese without knowing how to speak it phonetically.

Technically it might not be "reading chinese" because you can't read the words out loud.

But the question is if you could learn the meaning of most characters and understand them well enough to comprehend Chinese texts?