The significance of nutrient-rich runoff in water bodies includes the potential enhancement of eutrophication, which can lead to harmful algal blooms. While nutrients like nitrogen and phosphorus are essential for aquatic plant growth, excessive amounts can deplete oxygen levels in the water and harm aquatic wildlife, disrupting entire ecosystems.