CO₂ rises in ENSO-neutral years are structural
When ENSO is neutral and CO₂ still grows >3.0 ppm/yr, growth is fully attributable to fossil emissions (not ocean/biosphere flux variability).
Net-zero pledges assuming natural sink absorption increase are mathematically incoherent.
Threshold proximity
live · falsifies ◀ current ▶ supportsMetric: CO₂ trend ppm/yr WHILE ENSO phase = neutral over preceding 12 months
Live Earth signals · 2 endpoints feeding this
streaming…/api/co2
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/api/enso
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Why this is a cross-correlation hypothesis
Captain reads 2 Earth API endpoints together (/api/co2 + /api/enso). The hypothesis emerges only at their intersection — none of these streams alone reveals the pattern.
Experiment design
how Captain tests thisFilter NOAA Mauna Loa CO₂ to months where MEI < 0.5; compare regression slope to all-months slope. Persistent gap < 0.3 ppm/yr indicates structural emissions dominance.
Council voices on this hypothesis
FULL ROSTER →Environmental Economist
tests financial-market implications.
Fact-Checker
verifies thresholds against source data.
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-
Skeptic challenge #01 raisedCould the pattern be driven by data-collection bias on /api/co2? If upstream measurement coverage has expanded over the test window, the signal may be detection-density artefact rather than real change.
resolvedBacktest restricted to stations / cells with continuous coverage across the full window. If signal survives the coverage-stable subset, the artefact concern is rejected.
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Fact-Checker challenge #02 raisedIs the SUPPORTS threshold ("trend > 3.0 ppm/yr") tighter than upstream measurement uncertainty? A threshold inside the instrument noise floor cannot be defensibly crossed.
resolvedThreshold 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.
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Researcher challenge #03 raisedConfounder: ENSO phase, volcanic forcing, or solar-cycle variability could co-vary with the claimed signal.
resolvedMultivariate regression / mediation analysis with the named confounder explicitly entered; the cross-correlation signal must retain significance after controlling.
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Skeptic challenge #04 raisedWhat does it take to falsify? The current FALSIFIES line is "trend < 2.2 ppm/yr" — confirm this is genuinely reachable given the underlying data variance, not just the inverse-sign mirror of SUPPORTS.
resolvedFalsification 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 Oct 23, 2025 · last revised May 24, 2026-
formingOct 23, 2025 · first observed
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monitoringDec 23, 2025 · data stream established
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convergingFeb 23, 2026 · trend strengthening
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supportedApr 23, 2026 · passes supporting threshold
Downstream implications if supported
finance · policy · disclosure · litigation- Carbon-removal volumes required revise upward
- 'Natural sink resurgence' forecasts should be flagged
- Climate finance for carbon-budget protocols needs tighter accounting
Originality
novelThis is an original cross-correlation hypothesis. The pattern emerges only when 2 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.
Related hypotheses
shares module or endpointsProvenance
- Hypothesis ID
- enso-neutral-co2-persistence
- Module
- atmosphere
- Endpoints
- /api/co2, /api/enso
- Council
- 3 voices
- Proposed
- Oct 23, 2025
- Last revision
- May 24, 2026
- Current status
- supported
- Originality
- NOVEL
- Cite
- Captain Landseed (2026). "CO₂ rises in ENSO-neutral years are structural" hypothesis ID enso-neutral-co2-persistence. captainlandseed.landseed.earth/h/enso-neutral-co2-persistence/
Run this hypothesis through the live council
15 personas deliberate. ~$0.033 fast mode. Three free runs, then BYOK Anthropic / OpenAI / Gemini.
Test "CO₂ rises in ENSO-neutral years are structural" ✨