A new method was developed to predict the height of water-flowing fractured zones in mining areas. By improving the key stratum theory, researchers accounted for the impact of surrounding rock layers and changing excavation shapes. They identified key rock layers and determined the likelihood of fractures forming upwards. Applying this method in a mining case study helped explain differences in fracture patterns between coalfields in Northwest and East China.