ALWAYS remove the Earth, Negative, (--) terminal and tuck it out of the way first. The way you have it in that picture would allow a spanner (wrench) or other metal item to short from the positive terminal clamp to the positive post on the battery. If you remove the earth terminal it cannot.
ALWAYS disconnect negative first and re-connect LAST.
Tony.