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Methodology & Metrics Guide

How Iran Monitor collects, processes, and presents intelligence data

This page provides detailed explanations of every metric, index, and indicator displayed on the Iran Monitor dashboard. Understanding how data is collected, processed, and scored helps users interpret the dashboard with confidence and make informed assessments. All methodologies are transparent and reproducible from public sources.

Capability Degradation Index (CDI)

The CDI is Iran Monitor's core readiness assessment framework. It evaluates each military and infrastructure power center across five weighted vectors:

  • ▸Infrastructure (0-100): Physical facilities, energy supply, logistics and supply lines
  • ▸Assets / Weaponry (0-100): Hardware platforms, weapons inventory, equipment serviceability
  • ▸Human Capital (0-100): Leadership effectiveness, personnel availability, unit morale
  • ▸Command & Control (0-100): Communication systems, decision-making speed, chain of command integrity
  • ▸Functionality (0-100): Mission execution capability, operational output, force projection

These five vectors are combined using a weighted formula that accounts for synergy effects — when multiple vectors are degraded simultaneously, the compound impact exceeds the sum of individual degradations. An admin modifier allows expert override for intelligence that cannot be captured by automated metrics. The final output is a readiness percentage (0-100%) with status labels: Fully Operational (>80%), Degraded (40-80%), Functional Insufficiency (15-40%), and Systemic Collapse (<15%).

IRR/USD Exchange Rate

We track the Iranian Rial against the US Dollar on the unofficial (black market / free market) rate, which is a more accurate indicator of real economic conditions than the official NIMA rate. The black market rate reflects actual supply-demand dynamics and serves as a barometer for economic confidence, sanctions impact, and internal stability. Data is sourced from Bonbast and Open Exchange Rates.

Airspace Status

Airspace status is determined by monitoring active NOTAMs (Notices to Air Missions) issued by Iranian civil aviation authorities and international aviation bodies. Status levels include:

  • ▸Open: All commercial and transit flights operating normally
  • ▸Partially Closed: Some corridors open (e.g., international overflights), domestic airports restricted
  • ▸Closed: Complete airspace closure — typically indicates active military operations

Airspace closures are among the strongest real-time indicators of imminent or ongoing military activity.

Hormuz Strait Status

The Strait of Hormuz handles approximately 20% of global oil trade. We monitor its operational status through AIS (Automatic Identification System) maritime data, naval force positioning reports, and official maritime advisories.

  • ▸Open: Normal maritime traffic flow
  • ▸Restricted: Limited traffic permitted, naval escorts may be required
  • ▸Closed: Full naval blockade — no commercial transit

Internet Connectivity Metrics

Province-level internet availability is tracked using data from network monitoring services and connectivity probes. We monitor seven key provinces (Tehran, Isfahan, Khuzestan, Hormozgan, Kermanshah, Bushehr, Sistan-Baluchestan) plus a national aggregate. Internet disruptions in Iran are historically used as a tool of suppression during protests and as a precursor to military operations. Values represent the percentage of normal connectivity (100% = fully operational, 0% = complete blackout).

NASA FIRMS Thermal Detections

We integrate real-time data from NASA's Fire Information for Resource Management System (FIRMS), which uses VIIRS and MODIS satellite instruments to detect thermal anomalies. Each detection includes:

  • ▸Fire Radiative Power (FRP): Measured in megawatts, indicates intensity of the thermal event
  • ▸Brightness Temperature: Measured in Kelvin, helps distinguish industrial fires from explosions
  • ▸Confidence Level: Low, nominal, or high — based on satellite detection algorithms
  • ▸Geographic Match: Automated cross-referencing against known military/infrastructure sites within configurable radius

Thermal detections near known military bases or infrastructure sites may indicate kinetic events (airstrikes, missile impacts, secondary explosions). FIRMS data has a detection latency of 2-12 hours depending on satellite pass timing.

OSINT Signal Classification

Intelligence signals are classified by type and severity to enable rapid assessment:

  • ▸Signal Types: IMINT (imagery intelligence), SOCMINT (social media), ADS-B (aircraft tracking), AIS (maritime), WEBINT (web intelligence), SIGINT (signals intelligence), OSINT (general open source)
  • ▸Severity Levels: Info (routine reporting), Warning (notable development), Alert (significant event requiring attention), Critical (high-impact event with immediate operational implications)
  • ▸Each signal is tagged with source, timestamp, geographic location (province), and related power center when applicable

Strike Intensity Score

A per-province metric (0-100) that quantifies recent kinetic activity based on OSINT signals and FIRMS thermal detections. The score incorporates event count, severity weighting, and a 12-hour exponential decay function — ensuring the map reflects current rather than historical activity. Provinces with active strikes appear prominently on the geographic readiness map.

Protest Intensity Index

The Protest Intensity Index aggregates province-level assessments across three dimensions, all benchmarked against the January 2026 baseline (set as 100):

  • ▸Geographic-Civil Dimension: Street protests, road blockades, bazaar closures, crowd sizes
  • ▸Cyber-Network Dimension: OSINT signal volume, social media activity spikes, VPN usage indicators
  • ▸Economic Dimension: Bazaar shutdown rates, currency volatility, informal market disruptions

All metrics are normalized to a 0-100% scale and averaged for an overall provincial intensity score. The suppression dimension tracks regime response (lethal force usage, arrest rates) as a separate overlay.

Data Sources

Iran Monitor aggregates data exclusively from publicly available, legally accessible sources. Our primary data feeds include:

NewsData.io — International news aggregation
SerpApi — Search engine news results
Telegram Channels — Iranian media and analyst feeds
X/Twitter — Social media monitoring
NASA FIRMS — Satellite thermal detection
Open Exchange Rates — Currency data
Bonbast — Iranian black market rates
NOTAM databases — Aviation restrictions
AIS feeds — Maritime vessel tracking
ADS-B Exchange — Aircraft position data
NetBlocks / OONI — Internet connectivity
Yahoo Finance — Oil and commodity prices

Update Frequency

OSINT SignalsContinuous — new signals appear in real time
Macro Indicators (IRR, Oil)Every 4 hours via automated pipelines
NASA FIRMSEvery 4-6 hours (depends on satellite pass timing)
CDI Readiness AssessmentsUpdated upon new intelligence; snapshots saved daily
Intelligence SummariesGenerated every 4 hours by AI analysis
Email ReportsSent every 4 hours to newsletter subscribers