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The ModelPredictions

Predictions

This page carries six numbered entries, and they are not all the same thing. Three are falsifiable predictions — #4, #5 and #6, the deep-time ones — each differing from the standard reading by a measurable amount at a dated epoch and naming the observation that would end it. Of the rest: #3 is withdrawn by its own pre-registered test and kept as the record; #1 is a consequence, not a discriminator (it agrees with Laskar and separates only from truncated convenience fits, which nobody defends outside their stated range); and #2 has no observation able to test it yet — satellite records span ~50 years against a ~100-kyr band. The distinction is kept explicit because counting six would overstate what is actually at risk. The former Planet Nine and KBO-obliquity items rested on the retired eccentricity-amplitude relation and are withdrawn with it. Validated retrodictions (the Earth-Moon genesis at the Roche limit, the Devonian day count, the Cheng cross-proxy fit) are catalogued in Supporting Evidence; resolved questions (Mercury’s anomaly → General Relativity, the Jupiter/Saturn window trends) live on their subject pages — Mercury Precession and Supporting Evidence §9 — and earlier versions of this page remain available in the project’s git history.

All predictions are measured from the 3D model. Every value on this page is read directly from the 3D Simulation  using objective measurement functions — not derived from theoretical assumptions. See Analysis & Export Tools for how measurements are taken.


Medium- and long-term predictions (centuries to millennia)

1. The elements turn where standard polynomials keep going

Every orbital element the model bounds reverses — reaches a minimum (or maximum) and comes back — where the standard polynomial extrapolations continue monotonically past their fit windows. One claim, one table:

QuantityStandard extrapolationThe model’s turn
Obliquitydecreases past ~13,900 AD (Chapront/Laskar polynomials)minimum ~22.61° at ~12,200 AD, then rises on the ~41,224-yr cycle; long-term envelope ~22.21° – ~24.72°
Longitude of perihelionMeeus polynomial diverges after ~3000 ADcompletes 360° in a mean period of ~20,938 yr
Axial precession periodCapitaine polynomial: monotonic decreaseminimum ~25,082 yr at ~11,823 AD, rise to ~26,257 yr at ~32,900 AD
Solar year in daysLaskar: decreases until ~10,900 AD then reversesdecreases secularly under Driver 1 (LOD growth) — no near-term reversal

The model agrees with the standard curves throughout the fitted windows (obliquity through ~13,700 AD, perihelion through ~3000 AD); the discriminator is always what happens next. Two visible consequences ride along: the Gregorian calendar drifts against the real solar year (June solstice on June 17 by 6486 AD; by ~11,725 AD perihelion sits at the June solstice), and the analemma changes shape — width with eccentricity, length with obliquity (22.21°–24.72°).

Obliquity prediction showing decrease until minimum then rising Axial precession period decreasing to a minimum then increasing — an oscillation the Capitaine polynomial does not model The Sun's analemma drawn as one dot per day, shown at four epochs side by side: 1248 AD, 6433 AD, 11487 AD and 16423 AD, each viewed facing south. The perihelion marker moves from the December solstice at the bottom of the figure-eight round to the March equinox, the June solstice at the top, and the September equinox in turn, while the equation-of-time width narrows from plus or minus 15.6 minutes to plus or minus 12.2 minutes.

The same turning read off the sky. Each panel is the Sun’s position at a fixed clock time through one year of its epoch; the perihelion marker walks once around the figure-eight as the perihelion-of-date completes its circuit, starting from the 1246.03 AD perihelion–solstice alignment the anchor was fitted on. The equation-of-time envelope narrows as eccentricity falls. Anyone can check a panel against their own epoch’s almanac.

At geological timescales the means themselves drift with H(t) — the axial-precession period was ~21,699 yr at the Devonian and rises to ~28,208 yr at +200 Myr (~6 yr per Myr today, in principle observable in high-precision IAU precession-rate series over decades). Framework: Expanding Resonance.

2. Earth rotation / LOD / Delta-T

Standard theory: Earth’s rotation is monotonically slowing due to tidal friction. The empirical Stephenson polynomial encodes a Munk-MacDonald-scale (~5-6 ms/cy) non-tidal Earth-rotation speedup component on top, attributing the apparent gap to glacial isostatic adjustment + core-mantle coupling. The model predicts LOD monotonically increases under Driver 1 (Earth-Moon tidal recession) at a modern rate of ~1.7 ms/century, with a ~250 ms peak-to-peak Milankovitch oscillation superimposed from the refined α(t) coupling to the Climate Formula’s L1 orbital layer (see below). Short-term fluctuations (like the 2020–present speedup) sit on top of this trend. Both sidereal day and stellar day follow the same tidal-recession + Milankovitch pattern.

Two timescales coexist. At geological timescales (Myr+) the model agrees with standard tidal evolution — LOD monotonically increases per ESSRT Driver 1 (Earth-Moon tidal evolution), the same mechanism standard theory invokes. See Expanding Resonance for the deep-time layer. On top of that monotonic tidal drift, the refined α(t) coupling to the Climate Formula’s L1 orbital layer adds a ~250 ms peak-to-peak Milankovitch oscillation at ~100 kyr timescales — visible as wiggles on the tidal trend, matching known glacial-interglacial cycles. Standard theory’s polynomial extrapolation doesn’t model this Milankovitch oscillation; the model adds it as a specific physical prediction. The disagreement is therefore about the superimposed climate-cycle structure — not about the monotonic deep-time trend.

The model’s ΔT formula has been tested against the historical record on two independent eclipse tracks, with a third, weaker comparison against a paleoclimate proxy: (a) a 26-event eclipse alignment audit on documented solar eclipses spanning -762 BCE to 2026 CE (21/26 events with framework umbra reaching the observation site within the ±4-hour scan window; 5/26 pure geographic misses); (b) the higher-resolution lunar timing test on 267 primary-source observations (20.2-min mean |residual|, matching NASA within 12 s and beating NASA on 121/267 events); and (c) an out-of-sample comparison against the Bond 2001 IRD drift-ice record at Pearson r = +0.43 in the 4,000 BC – 1,800 AD window — an open correspondence that fails its null tests, and which the two eclipse tracks do not depend on. The full Munk-MacDonald postulate (~5-6 ms/cy) is rejected by the historical record; a smooth GIA-scale channel (dLOD/dt = -0.35 ms/cy at J2000, Cox & Chao 2002 satellite anchor with Peltier ICE-6G factor-2.0) is included via the L1-orbital-coupled α(t) correction, and an era-localized fractional non-tidal channel (~0.5 ms/cy window-average) is carried by the Core-mantle swing — see Lunar Eclipse Validation §1 for the quantitative statement and §6 for the three-component decomposition of the medieval residual. Canonical: Timekeeping; empirical validation: Solar Eclipse Validation and Lunar Eclipse Validation.

LOD is coupled to the same orbital forcing that drives climate. The L1-orbital-coupled α(t) correction above uses the same L1 orbital layer that fits the LR04 δ¹⁸O record in the Climate Formula — one mechanism, two observables. Ice sheets grow and retreat under Milankovitch orbital forcing on ~100 kyr timescales; that ice-mass redistribution modulates Earth’s polar moment α on the same timescale; and α modulates LOD. The model predicts that length-of-day carries a ~250 ms peak-to-peak Milankovitch oscillation in phase with the glacial cycle, superimposed on the smooth tidal-recession trend. LOD peaks (α max) fall at glacial extrema — MIS 6 (~140 ka BP), MIS 2 / LGM (~22 ka BP), and the projected next-glacial (~60,500 AD, matching Prediction 3) — and LOD troughs (α min) fall at interglacial extrema — MIS 7e (~215 ka BP), MIS 5e Eemian (~125 ka BP), and today’s Holocene. The underlying “ice → J₂ → α → LOD” mechanism is confirmed on decadal timescales by Cheng, Tapley & Ries 2011  (LAGEOS satellite J₂ shifting from linear GIA-driven decrease to acceleration around 1998, attributed to polar ice-mass loss). The 100-kyr extrapolation follows from the same physics but is not yet directly observable — modern satellite records span only ~50 years. The unifying claim: planetary gravity, climate, and Earth’s rotation are one system, connected by ice mass as the mediator. Predictions 2 and 3 are the same physical mechanism viewed through two observables (LOD vs δ¹⁸O). See Lunar Eclipse Validation §4 for the derivation.

Solar day length under refined α(t) coupling over −248 kyr to +102 kyr — model curve (blue) oscillates around the long-term climate mean (dashed purple), with MIS peak-age labels aligned to LOD extrema

The same coupling in the rate domain: over the last two glacial cycles the Tidal + GIA baseline rides above the tidal line through ice-sheet growth and dips sharply at the two deglaciations — with the LR04 record itself (inverted δ¹⁸O, the very dataset the L1 layer is fitted against) overlaid for direct comparison. The deepest negative-rate excursions land at Termination II (→ Eemian) and Termination I (→ Holocene).

Framework dLOD/dt from 200,000 BC to 2050 with the LR04 benthic stack (inverted δ¹⁸O, green) on the secondary axis — the Tidal + GIA baseline carries the ~41/100-kyr α(t) modulation, the 4-flag stack the millennial envelope, and the deepest spin-up excursions align with the two deglaciations

Climate prediction

3. Next natural glaciation peak at ~60,500 AD — WITHDRAWN as a prediction (T7)

Withdrawn. This entry extrapolated the climate formula’s fitted lines 250 kyr forward. The pre-registered T7 test measured that those lines, fitted on one half of the post-MPT window, have no skill on the other half (hold-out R² −4.90), so the extrapolation is a description carried forward, not a model prediction, and it no longer counts among the falsifiable predictions. The table and comparison below are kept as the record. The model’s own orbital histories (e, ε, e·sin ϖ) do carry out-of-sample skill on the record (0.357 post-MPT); a forward projection on them would be the honest replacement and has not been computed.

The canonical 3-layer Climate Formula extrapolated forward from t ≈ 2000 AD identified the following glacial maxima and interglacial peaks:

Climate Formula forward projection from −250 to +250 kyr. Past glacial maxima (LGM, MIS 6, MIS 8) correctly identified within ≤9 kyr; future markers: next glacial onset ~60,500 AD, warmest interglacial ~166,000 AD, strongest glacial ~198,500 AD.
Years from nowAD dateC(t) normalizedNote
~58,500~60,500 AD+2.27Next natural glaciation onset
~106,000~108,000 AD+0.24mild
~153,000~155,000 AD−0.99(local max, interglacial-range)
~164,000~166,000 AD−2.31Warmest interglacial in window
~196,500~198,500 AD+2.48Strongest glaciation in next 250 kyr

The signal C(t) is the normalised δ¹⁸O proxy from the post-MPT regime fit (negative = warmer/interglacial; positive = colder/glacial). The Holocene is correctly identified as interglacial; MIS 6 is placed within ~2 kyr; the LGM is predicted within ~9 kyr (the expected ice-sheet response lag).

Comparison with established forecasts:

FrameworkNext glacial onset (kyr from now)Mechanism
Berger & Loutre (2002) ~50Astronomical insolation + LLN-2D climate model
Loutre & Berger (2003) ~50–100Same + low-CO₂ scenarios
Tzedakis et al. (2012) ~50 (analog-bound)MIS 19c past-interglacial analog
Ganopolski et al. (2016) ~50 (no CO₂) / ~100 (moderate) / ≥500 (high)CLIMBER-2 with explicit CO₂ feedback
Holistic Climate Formula~5828 engine-derived orbital lines (incl. the 405-kyr carbon-thermostat family) + L3 step transitions

The extrapolated ~58.5 kyr (~60,500 AD) figure sits in the consensus range and matches Berger & Loutre 2002 within ~16%. What distinguishes it is the mechanism: standard frameworks attribute the 100-kyr cycle to direct eccentricity forcing; the formula carries the band as the planets’ eccentricity beats read from the model’s own modes (94.9 / 98.8 / 110.0 kyr), not Earth’s own apsidal cycle. Full comparison and mechanistic distinction: Climate Formula.

Orbital forcing is not climate: the formula captures the orbital component (L1) + silicate-weathering thermostat (L2) + discrete Cenozoic step transitions (L3). It does not model ice-sheet hysteresis, CO₂ amplification feedbacks beyond L2, regional asymmetries, or anthropogenic CO₂. The ~58,500 yr glacial-onset prediction is when the orbital clock makes a phase transition possible, not when surface climate necessarily follows — ice sheets carry thermal memory. Ganopolski et al. (2016)  found moderate-emission anthropogenic CO₂ may delay the next natural glaciation by 50+ kyr (high-emission ≥100+ kyr).

The pacing departs from the post-MPT 100-kyr regime: two strong glaciations at ~58.5 kyr and ~196.5 kyr from now (138 kyr apart, not the regular ~100-kyr drumbeat), with mostly weak intermediate wiggles. The L1 orbital component is a sum of the engine’s beat lines at fixed periods (a property of the L1 fit — see Climate Formula) and within that stated precision matches the late-Pliocene “41-kyr world” 8H ago. Physical interpretation and three climate-response scenarios: Climate Formula §Pacing shift.


Deep-time predictions

These predictions extend the model’s testable claims across geological time. They follow from the proper-physics two-layer LOD formula (Driver 1 — Earth-Moon tidal evolution) combined with the adiabatic invariant a × M_☉ = const (Driver 2 — solar mass loss). Framework: Expanding Resonance — which also carries the model’s validated deep-time retrodictions (the Earth-Moon genesis at the Roche limit at ~4.5 Ga, the Devonian day count matching Wells 1963, the Cheng cross-proxy fit): those are banked evidence, catalogued in Supporting Evidence, not open predictions.

4. Lunar precession scales as (U/U₀)² on the era-clock counter across geological time

The Lunar Precession Invariant — the Moon’s apsidal period times the era-clock counter U, where U(t) = U₀ · LOD(t)/LOD₀ is the frozen era clock’s named convention (pure spin scaling) — is held at 2,966,728 yr² (year-units, equinox-of-date frame) at every epoch by the (U/U₀)² scaling, with the analogous nodal invariant 6,241,369 yr². The Moon’s apsidal period was ~9.69 yr at the Devonian and ~17.15 yr at −2.5 Gyr (J2000 anchor: 8.848 yr); the nodal period was ~20.38 yr at Devonian (J2000 anchor: 18.613 yr). The squared-counter form matches the leading m² order of Brown’s lunar perturbation theory (the historical Newton–Clairaut problem); the framework anchors the J2000 magnitude from observation and adopts the (U/U₀)² scaling for deep-time evolution, with no polynomial corrections.

Independent deep-time reconstructions of the lunar apsidal period — via spectral analysis of tidal rhythmites, cyclostratigraphic records sensitive to perigean modulation, or future high-precision paleo-tidal sediment studies — should reproduce the U₀²/U(t) track within ~1%. A Phanerozoic apsidal period substantially off this track would falsify the invariant. Full derivation: Expanding Resonance §6: The Lunar Precession Invariant.

5. The deep-time obliquity band follows the beat, not pure precession-scaling

The obliquity cycle is physically the beat of Earth’s spin precession against the strongest nodal mode: period = 2π/(ψ̇(t) − |s₃|), with ψ̇(t) the composed lunisolar rate — Earth’s spin from the recession history carrying both torques, the lunar torque growing as (a₀/a_M)³ (the two-engine table, matched by the Precambrian precession constants at 1.4 and 2.46 Ga) — while s₃ stays at its dynamical value under the measured solar-mass history (μ(2.48 Ga) = 1.00 ± 0.07). Today this beat and the simpler “obliquity period ∝ T_p” reading (pure precession-scaling; historically “H/8 scales with H”) are degenerate — 41.2 vs 41.2 kyr, which is why both have always fit — but they diverge into the Precambrian: at 1.4 Ga 19.1 vs 23.9 kyr, and at 2.46 Ga 15.1 vs 19.8 kyr (roughly a factor two) — a split cyclostratigraphy can resolve. The model pre-registers the beat form (it is what the derived obliquity dynamics produce — Supporting Evidence §15); the existing 1.4/2.46-Ga confirmations constrain the precession/LOD side only, so the deep obliquity period is an open, discriminating test. A precisely dated Precambrian obliquity band at the precession-scaled period rather than the beat period would falsify this form — and vice versa.

6. Deglacial spin-up leads the interglacial optimum

Sustained negative dLOD/dt occurs nowhere in the framework’s 200-kyr record except during the two major deglaciations — GIA-channel rate minima of ~−1.2 ms/cy at ~10,600 BC (Termination I) and ~127,800 BC (Termination II). The mechanism makes this a leading indicator by construction: the GIA rate term tracks the melting rate — α follows ice volume (more ice ⇒ mantle displaced equatorward ⇒ larger α), so dα/dt ∝ d(ice)/dt and melting drives α down — so the rate minimum marks maximum melting speed, and peak interglacial warmth follows ~5–10 kyr later, when melting completes (LR04 warm peaks at ~121,000 BC and the Holocene plateau — the derivative leads the integral). See the 200-kyr chart in Prediction 2 and Timekeeping §When the day got shorter.

Falsifiable test: any eclipse-independent paleo-rotation record should show the spin-up episode preceding the Holocene Climatic Optimum and the Eemian peak by several kyr. A rotation record showing the spin-up concurrent with or after peak warmth would falsify the α(t) coupling’s phase structure.

Scope caveat: causality runs climate → rotation (ice → J₂ → α → LOD); the rotational signature indicates warming already in progress — a leading indicator of peak warmth, not a driver of warming. At millennial scale the stack channel follows the concurrent sign rule on the accumulated offset — warm ↔ Σstack > 0, i.e. a longer day — not on its rate; the lagged relationship is specific to the deglacial GIA channel, whose sign is the opposite (see Timekeeping §Two channels).


Verification pathways

#PredictionTimeframeType
1The elements turn (obliquity, perihelion, axial precession, year length)Centuries–millenniaDiffers from polynomial extrapolations
2LOD growth-rate modulation (stack trough ~2,223 AD → peak ~2,749 AD)CenturiesDiffers from standard theory
3Next natural glaciation ~60,500 AD — withdrawn (T7); the extrapolation is kept as the recordMillenniaExtrapolated description, not a forecast
4Lunar precession on the (U/U₀)² era-clock trackDeep time (paleo-tidal records)New observable
5The deep-time obliquity band follows the beat 2π/(ψ̇ − |s₃|), not pure precession-scalingDeep time (Precambrian cyclostratigraphy)Pre-registered, not yet discriminated
6Deglacial spin-up leads interglacial optimum by ~5–10 kyrDeep time (paleo-rotation records)New observable

The quickest test:

  1. BepiColombo (April 2027) — the Mercury consistency check the model shares with General Relativity (resolved to GR), plus the sharper solar-J₂ separation.

Most predictions on this page can be verified directly using the formulas at Formulas.


← Supporting Evidence

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