GIDPC.Green Infrastructure · Disaster Prevention
Projects
R&D · Tree SafetyUrban Tree Safety

Eccentric-decay street-tree Monte Carlo risk — prioritizing sonic-tomography

Relaxing the classical concentric-cavity assumption, 10,000 Monte Carlo eccentric geometries show that 99.6% of fatigue-life variance is explained by normalized eccentricity — statistical evidence for prioritizing sonic-tomography surveys.

Year
2026
Client
Internal R&D (follow-up to MoE R&D)
Status
Under review (International Journal of Fatigue)
Stack
Monte Carlo · Sobol Sensitivity · Beta Prior · Closed-form Section Properties

Background

The fatigue-life pipeline of our earlier work (Trees submission) uses Mattheck & Breloer (1994)'s concentric hollow-cylinder model. But field sonic-tomography surveys show that real decay cavities are eccentric, irregular, and frequently elongated.

How much uncertainty does relaxing this assumption inject into fatigue-life estimates?

Approach

  • Derived closed-form section properties for circular and elliptical cavities of arbitrary eccentricity
  • Verified a vectorisable stress-amplification function that reproduces the Mattheck formula to machine precision in the concentric limit
  • 10,000 geometry samples per scenario:
    • Normalized eccentricity ~ Beta(2, 2)
    • Cavity orientation ~ Uniform
  • Anchored to absolute-life pipeline from prior paper
  • Three wind-direction distributions compared (isotropic, Seoul empirical, Jeju empirical)
  • First-order Sobol decomposition for variance attribution

Key Results

| Metric | Value | |---|---| | Median fatigue life at Mattheck threshold | 25% of concentric estimate | | 5th-percentile lower bound shortening factor | 47× | | Variance contribution — normalized eccentricity | 99.6% | | Effect of wind direction (under uniform orientation prior) | effectively collapses |

Implications

  • Cavity eccentricity dominates fatigue-life uncertainty — far more than wind climate.
  • Inspection resources should therefore prioritize higher-fidelity sonic-tomography (SoT) surveys.
  • We propose risk-based inspection keyed to 5th-percentile lower bounds, tabulated for Korea's three wind regimes — instead of deterministic concentric estimates.

Related solutions

  • Street-Tree Safety · Fatigue Diagnosis — this result directly informs inspection prioritization.