This informal talk will contain a short introduction to the two applications: StraboField and StraboMicro. The former is used to collect geological field data and the latter is used to collect microstructural data, but is a powerful system for any image-based analysis. This introduction will be paired with a discussion on changing what data we collect in the field, and how we can do better science (including the use of uncertainty and salience). Finally, the presentation will address how to make high-quality, public-facing digital datasets.