Reduced neutron reflectometry dataset associated with a contrast series of DSPC (distearoyl phosphatidylcholine) at the air-water interface. Molecular dynamics simulations at four different areas per molecule are included for three different force-fields. This dataset was used in the publication "Assessing molecular simulation for the analysis of lipid monolayer reflectometry".