HDR stands for High Dynamic Range and is basically a way to digitally adjust the light levels between the lightest portions of a photo and the darkest portions.  In normal use it makes a photo look more realistic.  It can also be used to create artistic effects such as in the following photos, take and enhanced by my friend Emmet Welch.

This next one is my favorite: