ML vegetation-height prediction · dynamic buffer zone
🤖 Autonomous satellite monitoring · no human intervention · continuous vegetation analysis
Risk distribution in the ±15 m zone — — km analyzed section —
Network
— / — km
analyzed / total
Buffer
±15 m
active zone
⚙ Dynamic Buffer
Zone ±15 m
51015202530
±5 m — medium voltage, legally clearable zone ±15 m — default (typical observation band) ±30 m — extended observation
Filter · Hazard Class
i
Legend
network (static)
HC 0 — safe (< 3 m)
HC 1 — monitor (3–6 m)
HC 2 — moderate (6–10 m)
HC 3 — critical (≥ 10 m)
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⚙ Technical details ▾
📡 Data source
Satellite data
15 June 2025
5 July 2025
14 August 2025
Cloud cover: 0–0.4%
🧠 AI model
AI vegetation-height prediction
Validation
Ground-LiDAR validated · strong field agreement
Training
Satellite imagery + ground-level LiDAR
Calibrated per network
Coverage
Multi-season satellite analysis
⚙ Processing
Raster resolution: 10 m
Span corridor: per-segment lateral sampling
Area: selected region
Analysed length: — km
Total network: — km
⚠ Interpretation note
HC classification is based on the predicted maximum vegetation height within the selected buffer zone. The value is an ML estimate from satellite data — it does not replace on-site inspection. The legal framework for clearing work is defined by local regulation.
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