Surface subsidence from deep mining is different from shallow mining due to complex rock behavior. Numerical simulations show that deep mining causes less surface movement than shallow mining. Key strata control surface subsidence in deep mining, with coal pillars far from the working face deforming under high stress. The compression of coal and rock pillars leads to larger surface subsidence areas in deep mining compared to shallow mining, significantly impacting the surrounding area.