A dynamic optimization model is used to derive and evaluate nitrogen fertilizer optimal decision rules associated with precision farming practices and conventional whole-field farming practices for irrigated cotton production in the Southern High Plains of Texas. Results indicate that precision farming can improve the profitability and increase the efficiency associated with nitrogen fertilizer use in irrigated cotton production.