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Meno — Infrastructure Intelligence Report

Dounreay

Nuclear Decommissioning · 58.577°N, -3.74°E · Analysis date: 2026-04-13
Comparison: July 2024 (Summer) vs July 2025 (Summer) · Sentinel-2 L2A · 10m resolution

Executive Summary

11.0% anomalous change at Dounreay — stable decommissioning site confirms baseline monitoring capability

Only 11.0% of monitored pixels (45,172 out of 409,287) show anomalous change — the lowest rate across all fully-analysed sites. The NW Perimeter is entirely GREEN (0% anomalous), confirming site stability. The Central Complex shows localised change (20.8%) consistent with targeted demolition works. The Coastal Buffer shows moderate change (14.6%) reflecting the harsh North Atlantic environment.

Key Metrics

11%
Anomalous Change
92%
Confidence
90%
Cloud-Free Coverage
12 days
Revisit Cycle

Risk Assessment

RED
Zone BCentral Complex
20.8% anomalous · Magnitude: 0.18
Action: Review against demolition schedule. Localised change detected in the core facility area.
AMBER
Zone DCoastal Buffer
14.6% anomalous · Magnitude: 0.2
Action: Schedule inspection within 30 days. Coastal environmental change — verify no erosion threat.
AMBER
Zone CAccess Road
11.2% anomalous · Magnitude: 0.17
Action: Schedule inspection within 30 days. Minor surface changes along access infrastructure.
GREEN
Zone ANW Perimeter
0% anomalous · Magnitude: 0
Action: Continue routine 12-day monitoring. No significant change — perimeter is stable.

Satellite Imagery

Dounreay — Satellite View (July 2025)
Dounreay — Satellite View (July 2025)
The former reactor complex on the Caithness coast, surrounded by Scottish moorland. Pentland Firth visible to the north. The most remote nuclear site in the UK — manual inspection requires significant travel.
Anomalous Year-on-Year Change
Anomalous Year-on-Year Change
Only 11% anomalous — the lowest across all sites. The dark (stable) areas confirm this is a site in managed decline, not active construction. Change is concentrated in the central complex.
Change Zones — Annotated
Change Zones — Annotated
Zone A (NW Perimeter) is completely GREEN — 0% anomalous. Zone B (Central Complex) shows targeted demolition. This contrast validates the system’s sensitivity calibration.

Methodology

Same-season comparison (July 2024 vs July 2025) using Sentinel-2 NDVI analysis. At 11.0% anomalous change, Dounreay shows significantly less activity than active construction sites (Hinkley 51.2%, Sellafield 33.1%), which validates the system’s ability to correctly characterise a site in managed decline rather than active construction.

Confidence note: High confidence: low anomaly rate (11%) means most of the site is within normal parameters. The detected changes in the Central Complex are concentrated and high-magnitude, suggesting genuine targeted activity rather than noise.

Commercial Value

Remote sites like Dounreay benefit most from satellite monitoring — the cost of sending inspection teams to the Caithness coast is 3–4x higher than southern sites, making the ROI case even stronger.

Travel Cost per Inspection
£8k–£15k (remote Caithness)
Zero — remote sensing
100% travel elimination
Weather Disruption
30–40% of planned visits delayed
None — all-weather capable
Zero cancellations
Monitoring Frequency
Biannual (2/yr)
Every 12 days (30/yr)
15x more frequent
Annual Cost
£80k–£120k (manual)
£20k–£40k (satellite)
65–75% reduction
Geographic Accessibility
Limited — remote location
Equal to any site
Location-agnostic

Strategic Implications

Dounreay proves that satellite monitoring correctly differentiates site activity levels. A decommissioning site in managed decline shows 11% change vs 51% at an active mega-construction site. This calibration is essential for automated alerting — the system needs to know what ‘normal’ looks like for each site category. For the NDA, this means reliable monitoring across their entire estate, from active sites to dormant ones.

Procurement target: NDA decommissioning pipeline
Meno — AI-Powered Infrastructure Intelligence
AS9100 Quality Framework · CAA Orbital Compliance
Discovery Phase v0.1.0
Generated: 2026-04-17