Definitely do not take that tripod. It weighs more than your entire camera kit, lol!
You didn't mention what type of photography you want to, which is a huge impact on needing a tripod.
As an alternative to a tripod, something which could clamp to the top tube or rack of your bike would give the required height without needing the full tripod.