1. What is Precision Agriculture? John K. Schueller

2. Agricultural and Horticultural Production Inputs Fertilizer, Pesticides, Labor, etc. Outputs Quantity, Quality

3. Complications to Simple Input--Output Stochastic (Random) – Weather Temporal (Time) – Season Progression Spatial (Location) – Spatial Variability

4. Managing According to Spatial Variability Many Names –Site Specific Crop Management –Spatially-Variable Crop Production

5. Managing According to Spatial Variability Many Names –Site Specific Crop Management –Spatially-Variable Crop Production John Deere --- “Precision Farming” => Precision Agriculture

6. Citrus Antecedent – Agronomic Crops Yield and Soil Mapping Variable Rate Applications mid-1980’s: Development and Experimentation 1990’s: Commercial Products, Millions of Acres

7. Citrus Antecedent – Animal Agriculture Individual Production Records Individual Breeding, Feeding, and Culling

8. Citrus Synthesis Plant: Like Agronomic Multiyear and Individual Production Unit: Like Animal

9. Precision Agriculture is NOT Technology It is a Management Philosophy to Respond to Spatial Variability.

10. Precision Agriculture is NOT Technology It is a Management Philosophy to Respond to Spatial Variability. But Technology Makes It Possible

11. Precision Agriculture Steps: 1.Determine Variability 2.Determine Cause 3.Determine Possible Actions 4.Determine Economics of Actions 5.Implement Profitable Actions REPEAT

12. Measuring Variability Techniques Manual During Field Operations Remote Sensing

13. QuickBird 2.4 meter satellite image, draped over DEM

14. ACIR photography, 0.17-meter scanned (close-up). Note Geolocation target (circled in yellow).

15. Measuring Variability Techniques Manual During Field Operations Remote Sensing Variability of … Soils (type, fertility, …) Trees (size, vigor, yield, quality, …) Pests (weeds, insects, disease, …)

16. Strategic Responses to Variability Grove and Block Boundaries Landforming and Layout Irrigation Layout Rootstock and Scion Resetting and Abandonment Permanent, One-Time Costs Often Lower Technology

17. Tactical Responses to Variability Variable-Rate Fertilizer and Pesticides Spatially-Variable Irrigation Spatial Harvest and Marketing Good Technology and Management Needed

18. Line of sight radio-modem

20. The sensor network allows creating surface graphs showing the spatial and temporal variation in soil water matric potential (soil moisture). Differences of water mobility in soil can be observed and can help on better adjusting the site-specific irrigation control.

21. Lessons Learned in Agronomic Uniform Production is NOT the Goal –Often Cut Fertilizer Where Poor Yields Water is Most Important Technology Must Fit Operations Economic Potential Must Be Present

22. Lessons Learned in Agronomic Uniform Production is NOT the Goal –Often Cut Fertilizer Where Poor Yields Water is Most Important Technology Must Fit Operations Economic Potential Must Be Present –Risk Reduction –Environmental Demands

23. What is Precision Agriculture? Philosophy of Handling Spatial Variability Tradition Technologies –Variability Mapping –Variable Inputs Related Technologies –Labor Management –Remote Sensing –Robotics –Traceability