Is visa on arrival at Shenzhen available for me, an Indonesian citizen?

Yes, the visa on arrival at Shenzhen is available for an Indonesian citizen, however, I can't sure you can get one, sometimes, the visa office at the Shenzhen border, such as Lo Wu, refuses to issue a visa on arrival to aliens who come to Mainland China for the first time.