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An Environmental Assessment of Sensor-Based Variable-Rate N Management in Corn Darrin Roberts Dr. Newell R. Kitchen, Advisor Thesis Committee Members: Newell Kitchen, Peter Scharf, Ken Sudduth
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Research Objectives (I)Evaluate the relationship between EONR and active-light reflectance sensor readings (II)Evaluate the relationship between environmental measurements and EONR
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EONR Reflectance by Sensors Environmental Measurements 3 Steps to Accomplish Objectives
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3 Environmental Measurements (2004-2005 cropping seasons) 1.Yield Efficiency: (Y i - Y check plot )/N i 2.N fertilizer recovery efficiency (NFRE): [(NR i – NR check plot )/N i ] * 100 3.Post-harvest soil sampling: Inorganic N levels were determined to a depth of 120cm
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Within-field EONR variability for 2004 fields
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EONR related to Vis/NIR ratios for 2004 fields
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EONR = -794 + 2632.7087(index) + 1.3174(index)(EC) - 1798.747(index 2 ) R 2 = 0.47 EONR related to Vis/NIR and soil EC for 2004 fields
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Yield efficiency related to EONR for 2004 fields
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NFRE related to EONR for 2004 fields
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Profile inorganic N related to EONR for 2004 fields
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Research Conclusions EONR was highly variable within and between corn fields EONR was greatly affected by yearly climate conditions Because sensor indices, in conjunction with soil EC, were able to separate low and high EONR values, further research might involve sensors in the development of N management zones within fields Active-light reflectance sensors show promise to achieve EONR, increase Yield Efficiency and NFRE, and reduce N loss off fields
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Thank you
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