Data can be gathered by multiple stakeholders (e.g., researchers, businesses, public administrations, or by citizens via citizen science initiatives), and at different levels (local, regional, national, etc.). Therefore, data comparability and interoperability are essential for exploring the full potential of citizen science initiatives. This is a challenge because guidance and frameworks that would allow greater comparability are missing.