The surrounding counties have far different demographics and density profiles.
Also, the article never stated if neighboring counties had decreased or increased aggregate tax receipts-- it only talked about online sales tax, which is a subset of all sales taxes collected:
> But eight of the counties — everywhere but San Francisco — saw major jumps in online sales taxes, as high as 36% for Contra Costa County.