📋 Case Study
Organic Vineyard Tractor Path Planning for Minimal Compaction
Restricted root growth in inter-row zones due to repeated wheel traffic
🏗️ Project Overview
14-hectare certified organic vineyard in Napa Valley with shallow volcanic soils
🎯 Challenge
Restricted root growth in inter-row zones due to repeated wheel traffic
🔧 Design Approach
GPS-guided traffic confinement using 18.4R34 flotation tires at 75 kPa; modeled pressure gradients to define permanent traffic lanes (PTL)
📐 Design Diagram
AI-generated project design illustration
📐 Key Calculations
Pressure Decay to Root Zone (30 cm)
σ_z = σ₀ × exp(−αz)
Result: 14.2 kPa
Well below 20 kPa root growth inhibition threshold
PTL Width Optimization
W = b × (1 + 2z × tanφ)
Result: 2.1 m
Ensures full coverage without overlap into vine zones
📊 Results
Vine root biomass in inter-rows increased 3.1×; canopy uniformity improved; pruning labor reduced 12%💡 Lessons Learned
- •Permanent traffic lanes require precise pressure decay modeling—not just contact width
- •Volcanic soils exhibit nonlinear stress transmission requiring site-specific calibration
✅ Key Takeaways
- 1Permanent traffic lanes require precise pressure decay modeling—not just contact width
- 2Volcanic soils exhibit nonlinear stress transmission requiring site-specific calibration