Global Terrestrial Network for River Discharge (GTN-R)
Shapefile for watersheds based on the entire basin-358.
This was the source:
Quoted on that page is the projection:
"All ESRI-Shape-files provided below are in geographic coordinates
Here is the description of how these basin boundaries were derived.