The effects of surface roughness on van der Waals forces are reviewed. Theories for predicting adhesion forces in the presence of roughness are examined. Prior techniques of quantifying roughness are discussed and a new methodology is presented. Artifacts are discovered, which affect adhesion predictions and are removed with the new method. Adhesion force predictions are in good agreement with measurements after removing artifacts.