What we track
Seven oil & gas shipping chokepoints:| Chokepoint | Baseline flow (mb/d) |
|---|---|
| Strait of Hormuz | 21.0 |
| Strait of Malacca | 17.2 |
| Suez Canal / SUMED | 7.6 |
| Bab el-Mandeb | 6.2 |
| Danish Straits | 3.0 |
| Turkish Straits | 2.9 |
| Panama Canal | 0.9 |
How live flow is derived
Not an editorial estimate. Every published flow number is calibrated from real observations on a 6-hour refresh:- Portwatch DWT — IMF / World Bank vessel-tracking aggregation produces per-chokepoint deadweight tonnage by vessel class.
- AIS-relay hazard matching — our AIS ingestion (Railway relay) tags vessels within 500 km of a chokepoint with observed disruption signals (GPS jamming, AIS-off, anchorage clusters, Red/Orange GDACS alerts).
- Flow estimate = current DWT ÷ 365-day baseline DWT, expressed as % of baseline.
- Confidence band = function of vessel sample size and disruption-signal density.
energy:chokepoint-flows:v1 (6h Railway cron) + supply_chain:chokepoints:v4 warm-ping (30 min).
Status badge derivation
Each chokepoint has a derived public badge:normal | restricted | disrupted | closed. The badge is a deterministic function of:
- Flow ratio (current mb/d ÷ baseline)
- Active AIS disruption count within 500 km
- War-risk tier (low / medium / high / extreme)
- Active navigational warnings (NGA)
Every public number carries its grounds
Every chokepoint card exposes its provenance via a standard attribution footer:- Source type (
aisfor Portwatch + AIS,regulatorfor EIA baselines) - Sample size (N AIS observations)
- Method (
AIS-DWT calibrated) - Confidence band (
high | medium | low) - Data freshness (
Xh ago)
HTMLElement with data-attr-source, data-attr-n, data-attr-confidence attributes so agents (MCP clients, scrapers, analyst tools) can extract the same provenance the eye can read.
Known limits
- AIS signal drops over heavily-jammed regions (Bab el-Mandeb, Hormuz). Gaps are surfaced as reduced confidence, not synthesized away.
- Baselines are annual averages. Seasonal swings (e.g. Suez winter/summer) aren’t modeled yet.
- No per-commodity breakdown (crude vs products vs LNG) at the strip level. Coming in a later release via the pipeline registry crosslink.
Corrections
See/corrections for the planned revision-log shape —
every badge transition will write an entry there once the classifier
ships. If you spot a wrong number today, open a GitHub issue at the
public repository.
Corrections are handled manually in v1 and flow through the automated
override-trigger path once the classifier is live.