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Alternatives to Using a Reference Strip for Reflectance-Based Nitrogen Application in Corn (Presented at 8th International Conference on Precision Agriculture, July 2006) D. Kent Shannon Newell R. Kitchen Kenneth A. Sudduth Peter C. Scharf Harlan L. Palm
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Alternative Approaches
Small Sample Area One Field Length Strip Multiple Field Length Strips – Interpolated into a Reference Map Using Soil Electrical Conductivity (EC)
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Study Layout
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Missouri Corn N Algorithm
Ratio Reference ≤ 0.25 60 ≤ N Rec ≤ 210
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Small Sample Area Ratio =
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One Field Length Strip Ratio =
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Using Multiple Strips
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Using Soil EC
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Using Soil EC y = x R2 = C Site
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C Site – N Rec Using Ceiling Ratio Value of 0
C Site – N Rec Using Ceiling Ratio Value of 0.25 and Minimum N Rate of 60 lbs/acre Sample – R2 = 0.79 One Strip – R2 = 0.94 Multiple Strips Using EC – R2 = 0.94
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W Site - N Rec Using Ceiling Ratio Value of 0
W Site - N Rec Using Ceiling Ratio Value of 0.25 and Minimum N Rate of 60 lbs/acre Sample – R2 = 0.25 One Strip – R2 = 0.26 Multiple Strips Using EC – R2 = 0.35
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Comparison of Sites – R2 Site Sample Strip EC B 0.69 0.63 NA C 0.79
0.94 D 0.70 0.48 0.60 E 0.61 H 0.64 S 0.80 W 0.30 0.31 0.35 Ceiling and 60 min
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Comparison of Sites – Mean Nitrogen Rate in lbs/acre
Sample One Strip Multiple Strips EC B 188.35 160.96 187.69 NA C 189.08 172.03 177.64 174.82 D 146.76 99.02 149.66 114.73 E 105.56 107.17 101.07 H 121.51 129.51 126.98 S 115.02 113.57 125.79 W 146.10 158.87 170.99 161.14 Ceiling and 60 min
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W Site – N Rec Ceiling Ratio Value of 0
W Site – N Rec Ceiling Ratio Value of 0.25 and Minimum N Rate of 60 lbs/acre Strip Ratio Mean St Dev 1 0.3353* 112.12 55.86 2 0.2166 143.66 58.40 3 0.2582* 4 0.22 140.13 58.81 5 0.1989 162.61 52.89 6 0.1761 186.04 37.94 All Variable 166.85 52.17 * Ceiling Ratio Value of 0.25 Used Using a Sample at the Beginning of Each Strip
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Conclusions Spatial reference information is important for some fields. A sample reference is sufficient in some cases, but the location of the reference can be critical. We need to be able to determine where spatial information is most important.
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Questions
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W Site - N Rec Using Ceiling Ratio Value of 0
W Site - N Rec Using Ceiling Ratio Value of 0.25 and Minimum N Rate of 60 lbs/acre Sample – R2 = 0.30 One Strip – R2 = 0.31 Multiple Strips Using EC – R2 = 0.35
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Comparison of Sites – Standard Deviation
Sample Strip Multiple Strips EC B 24.14 36.17 23.46 NA C 41.54 51.37 44.23 49.15 D 49.58 49.22 50.07 51.71 E 44.28 44.41 46.22 H 32.12 31.43 36.09 S 40.73 40.50 46.06 W 49.66 45.6 43.15 41.37 Ceiling and 60 min River Bottom Fields
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Missouri Corn N Algorithm
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Missouri Corn N Algorithm
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