These are waders, they don't swim unless they have to. They prefer shallow water and nest in grasses.
I have many pictures of the bird with a trail of water coming out of her beak. I am guessing she took up water with the food.
The golden sun lit up the cinammon color of the Godwit's feathers. These few images show just how he fishes.