" Unfortunately, "going" and "fishing" have a strong attachment. "I am going by van fishing" is unnatural and "I am going fishing by van" sounds like you're using the van to fish. You could say "I am going by van to fish with my friends," but that leaves the uncomfortable feeling that you'll be using your friends for bait.
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