We compare four interpolated climate datasets covering the continental USA.
We evaluate their impact on lumped hydrological modeling over 424 watersheds.
There are significant biases between the interpolated datasets for many catchments.
For lumped hydrological modeling, all the datasets perform equally for most basins.