Read this comprehensive article on the various environmental impacts caused:
The following video covers all impacts, however do feel free to pause the video to completely grasp the information as it is quite fast.
Fun fact! :
Here is an LCA representation of the entire lifetime of a nuclear power plant needed for electricity generation: