Comparison of environmental indicator sets using a unified indicator classification framework

•We developed novel criteria to classify indicators using PSR/subject frameworks.•Pressure indicators were the most frequently used and response the least.•We identify a subject based biotic-contamination continuum for 14 indicator sets.•EIS shared similarities based on type of organizer, and were grouped accordingly.