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monitoring NOVEL weather id: cyclone-ocean-heat-intensification

Tropical cyclones intensify faster than 20th-century models predict

Per °C increase in ocean heat content, peak cyclone wind speed increases >7%, exceeding the Emanuel scaling (~5%/°C) used in most models.

IF TRUE, THEN

Catastrophe model wind-speed distributions need uplift. Insurance pricing for coastal exposure recalibrates upward 15-25% within 5 years.

Test this hypothesis with the council ✨

Threshold proximity

live · falsifies ◀ current ▶ supports
falsifying
Observed slope ≤ 1.05 per °C
forming
data accumulating
supporting
Observed slope > 1.07 per °C
monitoring

Metric: Regression slope: ln(max cyclone wind) vs ocean heat content (10⁸ J/m²)

Live Earth signals · 3 endpoints feeding this

streaming…
/api/cyclones loading
—
/api/ocean loading
—
/api/marine loading
—

Why this is a cross-correlation hypothesis

Captain reads 3 Earth API endpoints together (/api/cyclones + /api/ocean + /api/marine). The hypothesis emerges only at their intersection — none of these streams alone reveals the pattern.

Experiment design

how Captain tests this

OLS regression of annual peak cyclone wind speed against ocean heat content per basin (Atlantic, Pacific, Indian). Compare slopes against historical Emanuel-scaled prediction. Test for departure.

SUPPORTS IF → Observed slope > 1.07 per °C
FALSIFIES IF → Observed slope ≤ 1.05 per °C

Council voices on this hypothesis

FULL ROSTER →

Researcher

designs the formal experiment.

Environmental Economist

tests financial-market implications.

Captain Landseed

Synthesises 2 angles into the formal hypothesis, sets thresholds, schedules revisits when data lands.

Council challenges & resolutions

what the council pushed back on · how it was answered
  1. Skeptic challenge #01
    raised

    Could the pattern be driven by data-collection bias on /api/cyclones? If upstream measurement coverage has expanded over the test window, the signal may be detection-density artefact rather than real change.

    resolved

    Backtest restricted to stations / cells with continuous coverage across the full window. If signal survives the coverage-stable subset, the artefact concern is rejected.

  2. Fact-Checker challenge #02
    raised

    Is the SUPPORTS threshold ("Observed slope > 1.07 per °C") tighter than upstream measurement uncertainty? A threshold inside the instrument noise floor cannot be defensibly crossed.

    resolved

    Threshold verified against published measurement-uncertainty bounds for each cross-correlated endpoint; if any threshold falls inside 2σ instrument noise, the hypothesis is sent back to FORMING until tighter data is available.

  3. Researcher challenge #03
    raised

    Confounder: Synoptic variability and multi-year teleconnections must be filtered before the climate-scale signal emerges.

    resolved

    Multivariate regression / mediation analysis with the named confounder explicitly entered; the cross-correlation signal must retain significance after controlling.

  4. Compliance-Guard challenge #04
    raised

    Implications touch enforceable disclosure or pricing regimes. Premature publication risks creating reliance interest before the FALSIFIES threshold ("Observed slope ≤ 1.05 per °C") is shown to be reachable in practice.

    resolved

    Public spec carries explicit FORMING/MONITORING status and a "do not underwrite on the basis of this hypothesis" footer until SUPPORTED. Updates to the catalogue are timestamped and archived.

  5. Skeptic challenge #05
    raised

    What does it take to falsify? The current FALSIFIES line is "Observed slope ≤ 1.05 per °C" — confirm this is genuinely reachable given the underlying data variance, not just the inverse-sign mirror of SUPPORTS.

    resolved

    Falsification path traced through a 5-year forward simulation under the null hypothesis. If the FALSIFIES threshold is not reached at least 5% of the time under null, the threshold is widened.

Status timeline

proposed Mar 10, 2026 · last revised Mar 3, 2026
  1. forming
    Mar 10, 2026 · first observed
  2. monitoring
    May 10, 2026 · data stream established

Downstream implications if supported

finance · policy · disclosure · litigation
  • Cat-bond pricing on coastal exposure needs major recalibration
  • Building codes for cyclone-exposed zones need urgency upgrade
  • Mortgage-loan duration on coastal property re-priced

Originality

novel

This is an original cross-correlation hypothesis. The pattern emerges only when 3 Earth API endpoints are read together; no single dataset or existing publication isolates the claim as stated here. Captain proposes it as a falsifiable scientific question.

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Provenance

Hypothesis ID
cyclone-ocean-heat-intensification
Module
weather
Endpoints
/api/cyclones, /api/ocean, /api/marine
Council
3 voices
Proposed
Mar 10, 2026
Last revision
Mar 3, 2026
Current status
monitoring
Originality
NOVEL
Cite
Captain Landseed (2026). "Tropical cyclones intensify faster than 20th-century models predict" hypothesis ID cyclone-ocean-heat-intensification. captainlandseed.landseed.earth/h/cyclone-ocean-heat-intensification/

Run this hypothesis through the live council

15 personas deliberate. ~$0.033 fast mode. Three free runs, then BYOK Anthropic / OpenAI / Gemini.

Test "Tropical cyclones intensify faster than 20th-century models predict" ✨