{
  "slug": "solar-storm-carrington-event",
  "question": "What are the odds of a catastrophic solar storm hitting Earth?",
  "category": "natural",
  "no_reliable_estimate": false,
  "perceived": {
    "description": "Solar storms sit in an odd perceptual gap. Most adults have never heard the term \"Carrington event\" and cannot name a single consequence of space weather beyond pretty auroras. Among those who have encountered the concept — typically through science journalism or disaster-preparedness communities — the framing swings between \"overdue catastrophe\" and \"something NASA handles.\" No major survey tracks public worry about geomagnetic storms specifically, but the near-total absence of the topic from everyday risk conversation suggests most people implicitly rate the probability at or near zero.\n",
    "rough_estimate": "Most adults have no mental model; those who do often guess 'negligible'",
    "kind": "intuition"
  },
  "native": {
    "display": "~12% per decade for a Carrington-class geomagnetic storm (Riley 2012)",
    "numerator": 12,
    "denominator": 100,
    "unit": "per decade",
    "population": "Earth, Carrington-class event (Dst < −850 nT)"
  },
  "normalized": {
    "lifetime_us_adult": 0.531,
    "display": "~1 in 1.9 lifetime",
    "log_value": -0.275,
    "assumptions": "Riley (2012) estimated a ~12% probability per decade of a Carrington-class geomagnetic storm (Dst < −850 nT), based on power-law extrapolation from 50+ years of space weather records. Converting to annual probability: 1 − (1 − 0.12)^(1/10) ≈ 0.01268/yr. Compounding over 59 remaining adult years: 1 − (1 − 0.01268)⁵⁹ ≈ 0.531. Love (2012) using Poisson modeling estimated roughly 6.3% per decade, which would give a lifetime probability of ~0.31. The wide uncertainty band reflects this methodological disagreement. Important: this is the probability of the storm reaching Earth, not the probability of individual death — a Carrington-class event would primarily destroy electrical infrastructure, with indirect mortality from grid collapse, supply-chain failure, and loss of medical systems being highly uncertain and dependent on societal resilience.\n",
    "uncertainty": {
      "low": 0.31,
      "high": 0.7
    },
    "scope": "global_adult_lifetime"
  },
  "sources": [
    {
      "url": "https://agupubs.onlinelibrary.wiley.com/doi/full/10.1029/2011sw000734",
      "title": "On the probability of occurrence of extreme space weather events",
      "publisher": "Space Weather (American Geophysical Union) — Pete Riley",
      "source_type": "peer_reviewed",
      "statistic": "~12% probability per decade for a Carrington-class event (Dst < −850 nT)",
      "excerpt": "\"We estimate the probability of another Carrington event occurring within the next decade to be ~12%... Initially, I was quite surprised that the odds were so high, but the statistics appear to be correct.\"\n",
      "source_date": "2012-02-29",
      "source_accessed": "2026-04-18",
      "archive_url": "http://web.archive.org/web/20250209185901/https://agupubs.onlinelibrary.wiley.com/doi/full/10.1029/2011SW000734",
      "calculation_notes": "Riley analyzed several measures of space weather severity (flare intensity, CME speed, Dst index, >30 MeV proton fluences) and showed frequency scales as an inverse power law of severity. For Dst < −850 nT (Carrington-class): ~12%/decade → annual rate ≈ 0.01268. Over 59 years: 1 − (1 − 0.01268)⁵⁹ ≈ 0.531. Love (2012) independently estimated ~6.3%/decade using Poisson statistics on the same Dst record, yielding ~0.31 lifetime. The midpoint of these two estimates is ~0.42; we use Riley's headline figure as the central estimate given its wider citation, with the uncertainty band encompassing Love's lower bound.\n",
      "independence_note": "Riley's power-law analysis and Love's Poisson analysis use the same underlying Dst record but independent statistical methodologies.\n"
    },
    {
      "url": "https://science.nasa.gov/science-research/planetary-science/23jul_superstorm/",
      "title": "Near Miss: The Solar Superstorm of July 2012",
      "publisher": "NASA Science",
      "source_type": "govt_report",
      "statistic": "July 2012 CME was Carrington-class and missed Earth by approximately one week of orbital position",
      "excerpt": "\"If the eruption had occurred only one week earlier, Earth would have been in the line of fire... Analysts believe that a direct hit could cause widespread power blackouts, disabling everything that plugs into a wall socket.\"\n",
      "source_date": "2014-07-23",
      "source_accessed": "2026-04-18",
      "archive_url": "http://web.archive.org/web/20260503082928/https://science.nasa.gov/science-research/planetary-science/23jul_superstorm/",
      "calculation_notes": "The July 2012 near-miss provides empirical validation that Carrington-class CMEs occur in the modern era. Baker et al. (2013) analyzed the event and estimated its Dst would have reached −1,200 nT had it struck Earth, exceeding the 1859 Carrington event. This data point is consistent with Riley's 12%/decade frequency estimate. No additional numerical derivation needed; this source provides real-world calibration.\n",
      "independence_note": "NASA's observation of the July 2012 CME is an independent empirical measurement, not derived from the statistical models of Riley or Love.\n"
    },
    {
      "url": "https://assets.lloyds.com/assets/pdf-solar-storm-risk-to-the-north-american-electric-grid/1/pdf-Solar-Storm-Risk-to-the-North-American-Electric-Grid.pdf",
      "title": "Solar Storm Risk to the North American Electric Grid",
      "publisher": "Lloyd's of London / Atmospheric and Environmental Research",
      "source_type": "reputable_reference",
      "statistic": "Economic cost of a Carrington-class storm to North America: $0.6–2.6 trillion; 20–40 million people without power for 16 days to 1–2 years",
      "excerpt": "\"Total US economic cost for such extreme scenarios ranges from $0.6 to $2.6 trillion... The total population at risk of extended power outage from a Carrington-level storm is between 20 and 40 million, with durations of 16 days to 1-2 years.\"\n",
      "source_date": "2013-06-01",
      "source_accessed": "2026-04-18",
      "archive_url": "http://web.archive.org/web/20260421195237/https://assets.lloyds.com/assets/pdf-solar-storm-risk-to-the-north-american-electric-grid/1/pdf-Solar-Storm-Risk-to-the-North-American-Electric-Grid.pdf",
      "calculation_notes": "Lloyd's modeled the impact of a Carrington-class geomagnetic storm on the North American power grid using geomagnetically induced current (GIC) simulations. The $0.6–2.6 trillion range reflects different storm intensities and transformer vulnerability assumptions. This is an economic impact estimate, not a probability source; it contextualizes the consequence side of the risk equation.\n",
      "independence_note": "Lloyd's analysis was conducted by Atmospheric and Environmental Research (AER) using GIC modeling independent of Riley's probability estimates.\n"
    }
  ],
  "comparison_anchors": [
    {
      "label": "Supervolcano eruption (lifetime)",
      "lifetime_us_adult": 0.0000808
    },
    {
      "label": "Nuclear accident radiation exposure (lifetime)",
      "lifetime_us_adult": 0.0000047
    },
    {
      "label": "Major earthquake death (lifetime, US)",
      "lifetime_us_adult": 0.00024
    }
  ],
  "short_label": "Carrington-class solar storm",
  "outcome_severity": "serious_harm",
  "exposure_pattern": "acute",
  "outcome_type": "existential",
  "valence": "negative",
  "caveats": "The headline probability (~53.1% lifetime) describes the chance of a Carrington-class geomagnetic storm reaching Earth, not the chance of dying in one. No one died in the 1859 Carrington event because the electrical grid did not yet exist. A modern recurrence would primarily damage high-voltage transformers, with replacement lead times of 5–12 months. Indirect mortality — from hospital power loss, water treatment failure, supply chain collapse — is highly speculative and depends on grid hardening, emergency preparedness, and storm latitude. The methodological disagreement between Riley (12%/decade) and Love (6.3%/decade) represents genuine uncertainty about the tail of the Dst distribution, not measurement error. Both estimates rely on fewer than 200 years of magnetic observatory data extrapolated to events with return periods of centuries.\n",
  "quality_score": {
    "d1": 5,
    "d2": 5,
    "d3": 5,
    "d4": 5,
    "d5": 5,
    "d6": 5,
    "d7": 4,
    "d8": 5,
    "avg": 4.875,
    "scored_by": "claude-code-8d",
    "scored_at": "2026-05-25",
    "methodology_version": "1.2"
  },
  "reviewer": "quality-review-agent",
  "last_reviewed": "2026-04-19",
  "reviewed": true,
  "generated_at": "2026-04-18",
  "image": {
    "alt": "Abstract representation of magnetic field lines curving around Earth, flat vector illustration with deep blue and amber tones."
  },
  "attribution": "Likelier — https://likelier.app",
  "license": "https://creativecommons.org/licenses/by-sa/4.0/",
  "support": "https://buymeacoffee.com/kgluszczyk?via=likelier&utm_content=api-fear-single",
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}