Atterberg Limits are a set of tests used to determine the critical water contents of fine-grained soils, which mark the boundaries between different physical states: liquid, plastic, and solid. These limits are crucial for understanding soil behavior in construction and geotechnical engineering, as they influence soil's load-bearing capacity and stability.