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Calculating the Economic Value to Producers of Improved
Sustainability Performance in Soybean Production
Josiah McClellan
United Soybean Board
71st SWCS International Annual Conference
July 25, 2016
Yield
Model
Soil Texture
Crop Rotation
Tillage Practice
Crop
Management
Template
yield & operations
Texas A&M
AgriLife Project
1168 Report
relative yield
nitrogen saving
Field to Market
Fieldprint
Calculator
sustainability
index
Economic
Budget
profitability
Sort and
Optimize
yield
Sustainability
profitability
IA Extension
Guide
Non-operational
inputs
Activity Flowchart
Genotypic
The potential yield for specific varieties can be specified in the model.
Edaphic
• Soil suitability factors
o Texture
• Soil fertility factors
Management
• Pre-planting factors
o Rotation
o Cultivation
• Post -planting factors
Phenotypic
• Plant physiological factors
• Weather factors
Potential Yield Factors by Category
Source: infosys.ars.usda.gov
USDA-NRCS Crop Management Zones (CMZs)
CMZ 4 and 16 highlighted
in black box
Soybean Single Season Management Templates
Medium Soil Texture
Conventional Till
Name: soybeans; 15-20 inch row,
Ffcult, z4
Operations:
• Cultivator, field 6-12 in sweeps
• Sprayer, pre-emergence
• Planter, double disk opnr, 18 in
rows
• Sprayer, post emergence
• Sprayer, insecticide post
emergence
• Harvest, killing crop 20pct standing
stubble
No-till
Name: soybeans; nr, NT z4
Operations:
• Sprayer, pre-emergence
• Drill or airseeder, double disk,
w/fluted coulters
• Sprayer, post emergence
• Harvest, killing crop 20pct
standing stubble
Soybean Single Season Management Inputs for Calculator
Medium Soil Texture
Soybean Single Season Fieldprint Calculator Results
Medium soil texture
Fieldprint Calculator Sustainability Fieldprints
Fieldprint Calculator Sustainability Fieldprints Scaled from 0 to 100
Template Land
Use
(ac/bu)
Soil
Conservation
(t/bu)
Soil
Carbon
Energy
Use
(BTU/bu)
GHG
Emissions
(BTU/bu)
Water
Quality
(index)
Conventional
Till (Loam)
0.01773 0.145 -0.453 111,155 26.25 4.58
No-Till (Loam) 0.02174 0.061 0.012 43,301 14.61 5.58
Template Land
Use
Soil
Conservation
Soil
Carbon
Energy
Use
GHG
Emissions
Water
Quality
Conventional
Till (Loam)
36 56 73 100 100 54
No-Till (Loam) 50 31 49 84 100 44
Economic Budget for Computing Profitability
Fixed and variable costs by management operations, soil texture, and tillage practices
Source: Costs of operations from: Plastina, Alejandro. (2015). Estimated Costs of Crop Production in Iowa, 2015.
(http://store.extension.iastate.edu)
Soybean single season management template for medium soil texture
Economic Budget for Computing Profitability
Summary by management operations, soil texture, and conventional till
Soybean single season management template for medium soil texture
Soybean Management Templates Sorted by Yield
Soybean Management Templates Sorted by Sustainability
Soybean Management Templates Sorted by Profitability
Optimization of Soybean Management Templates
Texas A&M AgriLife Project SB1168 Model Results as
Input
Focus on relative yield and nitrogen-savings
Source: Analysis of Crop Rotation on Nutrient Management and Sustainability Performance Phase I Final
Report – SB1168Texas A&M AgriLife Research Blackland Research & Extension Center, Temple, TX
Soybean Impact on Sustainability Metrics in Multi-Year Rotations
Summary by management operations, soil texture, and conventional till
Economic Budget for Computing Profitability
Conclusions
• As long as sustainability performance is calculated on an efficiency basis (per
unit of production), sustainability and yield scores will track closely.
• More variability between sustainability and profitability
• The impact of crop rotation on sustainability performance calculations is
understated. While single-crop sustainability assessments are straightforward,
rotational assessments present multiple permutations to reference.
• The utility of a yield/sustainability/profitability model may be limited as an
operational decision support tool.
• The model would have more utility on a larger, trend-centric scale,
narrowing the list of management changes that would positively impact
yield, sustainability and profitability together.
Suggested Next Steps
• Integrate the model into ongoing field work, to obtain real-world results and
conduct meaningful statistical analysis.
Conclusions and Suggested Next Steps
Calculating the Economic Value to Producers of Improved
Sustainability Performance in Soybean Production
Josiah McClellan
United Soybean Board
71st SWCS International Annual Conference
July 25, 2016

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Calculating economic value to producers mc clellan

  • 1. Calculating the Economic Value to Producers of Improved Sustainability Performance in Soybean Production Josiah McClellan United Soybean Board 71st SWCS International Annual Conference July 25, 2016
  • 2. Yield Model Soil Texture Crop Rotation Tillage Practice Crop Management Template yield & operations Texas A&M AgriLife Project 1168 Report relative yield nitrogen saving Field to Market Fieldprint Calculator sustainability index Economic Budget profitability Sort and Optimize yield Sustainability profitability IA Extension Guide Non-operational inputs Activity Flowchart
  • 3. Genotypic The potential yield for specific varieties can be specified in the model. Edaphic • Soil suitability factors o Texture • Soil fertility factors Management • Pre-planting factors o Rotation o Cultivation • Post -planting factors Phenotypic • Plant physiological factors • Weather factors Potential Yield Factors by Category
  • 4. Source: infosys.ars.usda.gov USDA-NRCS Crop Management Zones (CMZs) CMZ 4 and 16 highlighted in black box
  • 5. Soybean Single Season Management Templates Medium Soil Texture Conventional Till Name: soybeans; 15-20 inch row, Ffcult, z4 Operations: • Cultivator, field 6-12 in sweeps • Sprayer, pre-emergence • Planter, double disk opnr, 18 in rows • Sprayer, post emergence • Sprayer, insecticide post emergence • Harvest, killing crop 20pct standing stubble No-till Name: soybeans; nr, NT z4 Operations: • Sprayer, pre-emergence • Drill or airseeder, double disk, w/fluted coulters • Sprayer, post emergence • Harvest, killing crop 20pct standing stubble
  • 6. Soybean Single Season Management Inputs for Calculator Medium Soil Texture
  • 7. Soybean Single Season Fieldprint Calculator Results Medium soil texture Fieldprint Calculator Sustainability Fieldprints Fieldprint Calculator Sustainability Fieldprints Scaled from 0 to 100 Template Land Use (ac/bu) Soil Conservation (t/bu) Soil Carbon Energy Use (BTU/bu) GHG Emissions (BTU/bu) Water Quality (index) Conventional Till (Loam) 0.01773 0.145 -0.453 111,155 26.25 4.58 No-Till (Loam) 0.02174 0.061 0.012 43,301 14.61 5.58 Template Land Use Soil Conservation Soil Carbon Energy Use GHG Emissions Water Quality Conventional Till (Loam) 36 56 73 100 100 54 No-Till (Loam) 50 31 49 84 100 44
  • 8. Economic Budget for Computing Profitability Fixed and variable costs by management operations, soil texture, and tillage practices Source: Costs of operations from: Plastina, Alejandro. (2015). Estimated Costs of Crop Production in Iowa, 2015. (http://store.extension.iastate.edu) Soybean single season management template for medium soil texture
  • 9. Economic Budget for Computing Profitability Summary by management operations, soil texture, and conventional till Soybean single season management template for medium soil texture
  • 10. Soybean Management Templates Sorted by Yield
  • 11. Soybean Management Templates Sorted by Sustainability
  • 12. Soybean Management Templates Sorted by Profitability
  • 13. Optimization of Soybean Management Templates
  • 14. Texas A&M AgriLife Project SB1168 Model Results as Input Focus on relative yield and nitrogen-savings Source: Analysis of Crop Rotation on Nutrient Management and Sustainability Performance Phase I Final Report – SB1168Texas A&M AgriLife Research Blackland Research & Extension Center, Temple, TX
  • 15. Soybean Impact on Sustainability Metrics in Multi-Year Rotations
  • 16. Summary by management operations, soil texture, and conventional till Economic Budget for Computing Profitability
  • 17. Conclusions • As long as sustainability performance is calculated on an efficiency basis (per unit of production), sustainability and yield scores will track closely. • More variability between sustainability and profitability • The impact of crop rotation on sustainability performance calculations is understated. While single-crop sustainability assessments are straightforward, rotational assessments present multiple permutations to reference. • The utility of a yield/sustainability/profitability model may be limited as an operational decision support tool. • The model would have more utility on a larger, trend-centric scale, narrowing the list of management changes that would positively impact yield, sustainability and profitability together. Suggested Next Steps • Integrate the model into ongoing field work, to obtain real-world results and conduct meaningful statistical analysis. Conclusions and Suggested Next Steps
  • 18. Calculating the Economic Value to Producers of Improved Sustainability Performance in Soybean Production Josiah McClellan United Soybean Board 71st SWCS International Annual Conference July 25, 2016