Quantified the uncertainty of environmental performance metrics (EPMs) for K-fields with long range correlation. Identified the probability distribution function that best represents the statistics of the EPMs. Investigated the impact of persistence/anti-persistence correlation of K on the EPMs relevant to risk analysis. Long range correlations in the K-field have a strong impact on the uncertainty estimates of EPMs.