The E-Enterprise Advanced Monitoring Project convened a team of data standards experts to recommend ways that existing data standards could improve the use of continuous monitoring data generated by sensors for measuring air and water quality. This report, Data Standards for Continuous Monitoring Data: An Evaluation and Recommendation, evaluates data standards that support the needs of the U.S. Environmental Protection Agency (EPA), states, and Tribes that want to use advanced monitoring sensors.