While not currently identified as a data source in the technical guidance of the Poseidon Principles, Earth observation data still has a hypothetical application for insurance companies in monitoring the environmental impact of vessels in their portfolio. Earth observation data such as space-based measurements of carbon dioxide, other greenhouse gases and aerosols could be used to spot-check and verify reported emission and fuel consumption data provided by certain high-risk vessels.