In & Around:
You can get Yokohama bay-front area, Yokohama iconic buildings, Mt. Fuji and Sunset in one shot here! See location map below.
Anyone come to Yokohama should visit this location. Yokohama is about 30-45 minutes from Tokyo (depend on the train you take.)
It can be windy there, so make sure your tripod is steady. I have nothing much to add for this location. It is fantastic for photography. You will end up with a lot of nice photos from there.