First time in Arashiyama? Go here!
Behind it, you can see the grand mountains of Arashiyama and below it the Katsura River. This bridge is really a great place to take pictures. The classic place to take pictures is by the river, like this picture on the left.
Sharing Kyoto has two recommendations here, both of them offering yudofu.