Asset depreciation is an accounting method used to allocate the cost of a tangible asset over its useful life, reflecting its gradual decline in value due to wear and tear, obsolescence, or age. It helps businesses accurately represent asset value on financial statements, ensuring compliance with accounting standards and aiding in tax calculations.