Long-term balanced fertilizer application in Guizhou, China, significantly boosts maize yield. Nitrogen and phosphorus are crucial for increasing yield, with phosphorus becoming as important as nitrogen over time. Lack of phosphorus leads to a significant decrease in maize yield. Soil pH and organic matter are affected by nutrient deficiencies. Balanced fertilization is key for high maize yield in yellow soil regions.