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AI-Assisted Vegetation Fire Risk Assessment for Rail Lines

Accountable
Transport Canada (TC)
Functional Modes
Deciding (Analytical AI)
Human decides
Purpose
Safety & Security
Input Dataset
About a measurement Anonymized data
Algorithm or Model
Classification & Prediction
Output Dataset
About a measurement Anonymized data

This system uses drone-mounted lidar sensors and machine learning algorithms to measure how dry vegetation is near railway corridors, which helps identify areas at elevated risk of fire ignition. It is used internally by Transport Canada employees to support rail safety monitoring. The system does not process personal information — it analyses physical environmental conditions along rail lines.

Sources for this disclosure

This disclosure was drafted with AI assistance.

Schema: ai@2026-05-06-beta

Government of Canada – DTPR AI Register