HDR maps are good for making very realistic renderings using rendering programs such as Yafray. HDR stands for High Dynamic Range. HDRI stands for High Dynamic Range Imaging.
The following are a list of places on the internet where you can download free HDR maps:
However, if you want some paid ones, you can try here.
Hope that this is useful. 🙂