Autumn garden cleanup is crucial for maintaining plant health and preparing your garden for winter. By removing dead plants, debris, and weeds, you reduce the risk of pests and diseases overwintering. It also helps improve soil health, ensures better growth in spring, and protects garden structures and tools from winter damage.