Report from Case Study 1 of the Physical Sciences Data Infrastructure (PSDI) pilot phase. This case study is intended to show how the combination of existing data repositories can enable research reproducibility (and validation), reuse of data, reuse of processing tools and implementation of advanced data processing (Workflows, Machine Learning, Artificial Intelligence).