- Data Quality Objectives (DQOs) : A Data Quality Objectives (DQOs) is Qualitative and quantitative statements of the overall level of uncertainty that a decision-maker will accept in results or decisions based on Environmental data. They provide the statistical framework for planning and managing environmental data operations consistent with user's needs.