1. Nutrient Management – Now and in the Future Richard Ferguson Tim Shaver University of Nebraska

4. Origins of Soil Spatial Variability Natural: Soil = f (c, o, r, p, t) H. Jenny (1941) c: climate o: organisms (plants, microbes, insects, animals) r: relief (topography) p: parent material t: time Management induced (humans): Land use (cropping systems, field boundaries) Old roads, farmsteads, etc. Earth movement (land leveling, terraces) Tillage & traffic Planting patterns (e.g., in row crops) Fertilizer application, other amendments (lime, manure) Irrigation & salinity Crop nutrient removal (yield and crop residue management)

5. Goal: To manage spatial and temporal availability of inputs, including fertilizer, for optimal crop production and efficiency of resources. This requires an understanding of the variability of soil resources, and the ability to apply fertilizer at the right time and rate.

6. Measurement of Spatial Variability in Fields Experience County soil survey maps Photographs & multispectral imagery Aerial Satellite Yield maps Topography/digital elevation models (DEM) Apparent soil electrical conductivity (EC a ) Grid or directed soil samples Soil sensors Electrochemical Electrical & electromagnetic Mechanical Optical Crop canopy sensors Optical Acoustic Thermal

7. Yield Mapping Combine

8. Grain Yield Monitor Components Moisture Sensor Grain Flow Sensor GPS Antenna Yield Monitor Display with a GPS Receiver Header Position Sensor Travel Speed Sensor Clean Grain Elevator Speed Sensor

9. Veris 3100 Soil EC a Measurement

10. Veris MSP: Soil pH and EC a

11. Crop Canopy Sensors Crop Circle ACS-210 2 band Crop Circle ACS-470 3 band Ultrasonic height sensors Canopy temperature sensor CropScan 2 band (laser)

12. Holland Scientific, Lincoln, NE. Distribution agreement with Ag Leader (OptRx system) 2 foot sensing footprint Crop Circle

13. Field Variability Natural color aerial photoSoil series Grain yield Soil apparent electrical conductivity False color infrared image Directed soil sample – Bray-1 P Active sensor canopy reflectance

14. Apparent soil deep electrical conductivity overlaid on elevation Grain yield overlaid on elevation

15. Current and Emerging Agricultural Technologies

16. Autosteer

18. Swath Control Investments for planter clutches and boom section plumbing for sprayers will vary widely, with costs increasing for more precise control. Investments for planter clutches and boom section plumbing for sprayers will vary widely, with costs increasing for more precise control. Savings and gains in efficiency will increase as field shapes becomes more irregular. Savings and gains in efficiency will increase as field shapes becomes more irregular.

19. Swath Control Standard planter or sprayer approachPlanter or sprayer with swath control on every row or nozzle

20. Swath Control – Economic Impact A University of Kentucky study found substantial input cost savings from swath control adoption on irregularly shaped fields. At medium fertilizer rates, moving from lightbar direction to lightbar direction with swath control resulted in savings of $25 to $33.48/acre. Presented at the 9 th International Conference on Precision Agriculture, Denver, CO, July 2008. Field shapes used in University of Kentucky study.

21. Implement Steering Options

22. High Clearance Sprayers In-season pesticide and fertilizer application

23. Linear Move and Center Pivot Irrigation Systems GPS Guidance and Variable Rate Irrigation

24. Variable Rate Irrigation

25. Optical Mapping of Soil Organic Matter

26. Soil Organic Matter (%) South Central Agricultural Laboratory November 2010

27. Soil Sensor Research On-the-go measurement of mechanical resistance, soil moisture, and soil reflectance in visible and near-infrared bands.

28. Hyperspectral Mapping of Soil Profile Reflectance in 384 wavebands (4 shown)

29. John Deere Water Management

30. Automated Monitoring and Telemetry Systems Total Profile Water Allowable Depletion Full Profile Profile Water Content 20” 36” 12” 4” 8” Date Water Content

31. Wireless Soil Water Monitoring Network

32. Derrel Martin, Biological Systems Engineering Remote Control of Irrigation Systems Pictures Courtesy of Valmont Industries

33. Three-axis attitude sensor GPS antenna Radio modem and antenna Air tanks and pistons for retractable landing gear Gyroscope Video transmitter and antenna Remote-Sensing Unmanned Aerial Vehicles (UAVs) To monitor crop stress and onset of insect or disease infestation

34. Crop CamOktoCopter UAVs for Aerial Imagery

35. OktoCopter Flight Austria - 2010

36. Robotics in Agriculture

37. Questions?