This source contains 100 randomly-selected images from the Northwestern Hawaiian Islands(per analyst) with 10 fixed-points/image from photoquads collected, specifically, from Rapid Ecological Assessment (REA) surveys. Each NOAA ESD-CREP image analyst is required to participate in this inter-calibration process at the beginning of each production series to check for inter-observer variability and bias