this sounds more like you want to keep people away from what you perceive is your responsibility, rather than making sure the company's needs are best served.
try to get away from putting barriers between you and the DBA's; think of working together instead.
I agree with this.
Yes, it is possible to do the work without RDP access to your servers, but it would be like working with one hand tied behind your back.