The practice of applying water until soil is moist to 6-12 inches (or root depth), encouraging deep root systems and drought tolerance.
Deep watering means saturating soil to root depth. Roots will follow water downward; deep water means deep roots. Deep roots access water deeper in soil (drought-tolerant), versus shallow roots that dry out quickly. It takes longer to water deeply, but less frequently is needed. The key: each watering saturates to root depth, then waits until top layer dries before watering again.
Deep watering creates deep, drought-tolerant root systems. Shallow, frequent watering creates shallow, drought-stressed plants.