The economic survival of U.S. cotton producers will be determined by how rapidly and successfully improved cotton production technologies and cost efficiencies can be developed and adopted. Precision Agriculture [PA} is an information- and technology-based agricultural system that identifies, analyzes, and manages site spatial and temporal variability within fields for optimum profitability, sustainability, and protection of the environment [Robert et al., 1995; 1996].