there is, sort of, but it's got one or two extra steps (and most folks probably don't know it exists).
1. Press Cmd+Option+Escape to bring up the Force Quit menu
2. Press Cmd+A to select all running apps
3. Click the "Force Quit" Button to force quit all apps