It's down for everyone according to this website that checks its status for you. Occasionally blockchain.info goes offline so dogechain.info will probably go offline sometimes. Give it a few hours and it might be back after they have fixed whatever problem they have.

http://www.isitdownrightnow.com/dogechain.info.html