It's mostly river birch with a bit of sweet gum. Both are tremendous woods to use for hugelkultur.
Now, the trenches are not a normal part of hugelkultur. These are swales (level, on-contour ditches that hold water) with hugelbeds below them.
I'm going to be writing a very lengthy and detailed tutorial on these hugelswales when I finish the project.