In combination with our comprehensive DFT-D reference dataset, this will allow us to not only develop new parameter estimates for CSP models, but also to test rigorously other factors in the model that influence model performance, such as the use of combining rules and different models of electrostatic energy. Using the database of reference crystal structures, this will be the focus of part 2 of this paper series.