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Report of three projects:
1, Field sensor density for crop management
2, CornSoyWater app for irrigation
3, N leaching calculator
Babak Jafarisamani,
Dept of Computer Science & Engineering
Haishun Yang,
Associate Professor, Dept of Agronomy & Horticulture
May 11, 2017
Objectives
1. Determine density of soil water sensors in field for
supporting online irrigation app
2. Develop CornSoyWater, a real-time online irrigation
app for corn and soybean
3. Develop N leaching calculator to improve N
management and reduce N losses.
1
1. Improve irrigation management
2. Increase crop water use efficiency
3. Increase and stabilize crop production and
producers profit
4. Reduce nitrogen losses and improve
environmental quality
2
Importance for WFI missions
Soil sensor density study
• Identify fields and install sensors
• Collect and analyze data
• Set up a database for simulation
3
• Designed to be used by farmers
• Predict how much water is currently in the soil
• Determine if crop needs irrigation
• Predict how many days before next irrigation
4
CornSoyWater: online, real-time app for irrigation
5
• Logging in and making new field
CornSoyWater: online, real-time app for irrigation
• Making new field, created fields
6
No need for irrigation
Need for irrigation
CornSoyWater: online, real-time app for irrigation
7
Rainfall Irrigation
Available soil water
Threshold for irrigation
• Soil water and crop condition assessment
today
CornSoyWater: online, real-time app for irrigation
8
• Irrigation is called if water stress is likely to occur
Water stress
CornSoyWater: online, real-time app for irrigation
Nitrogen leaching calculator: online, real-time
prediction of N leaching losses
9
SSURGO soil database
HPRCC weather networkCropland Data (USDA)
Maize-N model
engine
Nitrogen Leaching Web app
Google Map/Leaflet API
Nitrogen leaching visualization as colored polygons
10
Heat map style visualization of nitrogen leaching
11
User ability to draw filed map with any shape
12
Results and impacts
• CornSoyWater has more than 1000 registered users. It
covers the High Plains region.
• CornSoyWater transforms empirical irrigation
management to model-based, high-tech digital
management with prediction. It saves time, labor and
water, and reduces environmental footprint.
• N leaching calculator helps reduce N leaching losses,
improve crop N use efficiency, and increase crop
production.
13
14
Thank You
Questions?

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Three Ag Apps: Field Sensors, Irrigation, N Leaching

  • 1. Report of three projects: 1, Field sensor density for crop management 2, CornSoyWater app for irrigation 3, N leaching calculator Babak Jafarisamani, Dept of Computer Science & Engineering Haishun Yang, Associate Professor, Dept of Agronomy & Horticulture May 11, 2017
  • 2. Objectives 1. Determine density of soil water sensors in field for supporting online irrigation app 2. Develop CornSoyWater, a real-time online irrigation app for corn and soybean 3. Develop N leaching calculator to improve N management and reduce N losses. 1
  • 3. 1. Improve irrigation management 2. Increase crop water use efficiency 3. Increase and stabilize crop production and producers profit 4. Reduce nitrogen losses and improve environmental quality 2 Importance for WFI missions
  • 4. Soil sensor density study • Identify fields and install sensors • Collect and analyze data • Set up a database for simulation 3
  • 5. • Designed to be used by farmers • Predict how much water is currently in the soil • Determine if crop needs irrigation • Predict how many days before next irrigation 4 CornSoyWater: online, real-time app for irrigation
  • 6. 5 • Logging in and making new field CornSoyWater: online, real-time app for irrigation
  • 7. • Making new field, created fields 6 No need for irrigation Need for irrigation CornSoyWater: online, real-time app for irrigation
  • 8. 7 Rainfall Irrigation Available soil water Threshold for irrigation • Soil water and crop condition assessment today CornSoyWater: online, real-time app for irrigation
  • 9. 8 • Irrigation is called if water stress is likely to occur Water stress CornSoyWater: online, real-time app for irrigation
  • 10. Nitrogen leaching calculator: online, real-time prediction of N leaching losses 9 SSURGO soil database HPRCC weather networkCropland Data (USDA) Maize-N model engine Nitrogen Leaching Web app Google Map/Leaflet API
  • 11. Nitrogen leaching visualization as colored polygons 10
  • 12. Heat map style visualization of nitrogen leaching 11
  • 13. User ability to draw filed map with any shape 12
  • 14. Results and impacts • CornSoyWater has more than 1000 registered users. It covers the High Plains region. • CornSoyWater transforms empirical irrigation management to model-based, high-tech digital management with prediction. It saves time, labor and water, and reduces environmental footprint. • N leaching calculator helps reduce N leaching losses, improve crop N use efficiency, and increase crop production. 13