The observed sky

A past that can only be given as odds

Mars's axis is tilted by twenty-five degrees today, and nothing holds it there. Its slow precession falls among the frequencies at which its orbital plane wobbles, the resonances overlap, and the tilt wanders chaotically between nearly zero and sixty degrees. Two calculations that start a hair apart part company within a few tens of millions of years — so Mars's obliquity a billion years ago is not a number anybody will compute. What can be computed is how much of its history the planet spent at each tilt, and that distribution is a prediction the ice at its poles can test.

Assumes Obliquity, Chaos and Secular theory.

A planet’s obliquity — the tilt of its spin axis to its orbit — is not a constant. The Sun pulls on the planet’s equatorial bulge, and the resulting torque makes the axis precess, sweeping a cone around the orbit’s pole with a period of tens of thousands to hundreds of thousands of years. At the same time the orbit’s plane itself wobbles, pulled by the other planets, at a handful of slow frequencies. When the axis’s precession rate matches one of those frequencies, the two lock into resonance and the tilt can change by many degrees. The Earth’s precession is fast enough, because the Moon triples it, to sit above all of those frequencies, and its tilt varies by only a degree and a half.

Mars has no large moon. Its precession constant is about eight arcseconds a year, a sixth of the Earth’s, and at its present tilt that puts its precession rate right among the frequencies of its orbital plane’s wobble. Several resonances lie within a few tens of degrees of its present tilt, and they are wide enough to overlap. An axis in overlapping resonances does not settle into any of them; it wanders between them, and the wandering is chaotic. The word is meant precisely: the equations contain no randomness at all, and the same starting axis always gives the same history. What they lack is stability — any difference in the start, however small, grows until it is as large as the tilt itself.

Mars's tilt over fifty million years, and a steadier twin. The obliquity of a Mars-like planet against time over 50 million years, integrated from 25 degrees with its orbital plane wobbling in five secular modes. With Mars's precession constant, 8.26 arcseconds a year, the axis wanders between 1 and 70 degrees, lingering near some values and lurching between them. The same planet precessing 6 times faster — about the Earth's rate, which the Moon's pull makes possible — stays between 23.2 and 30.8 degrees, because its precession is too fast to resonate with any of the orbital-plane frequencies. The orbital perturbations are illustrative, of the size Mars's own are; the chaos is computed from them.
Fig. 1 The obliquity of a Mars-like planet over fifty million years, integrated from twenty-five degrees with its orbital plane wobbling in five secular modes. The axis wanders between one and seventy degrees, lingering near some values and lurching between them. The same planet precessing six times faster, about the Earth’s rate, stays within a few degrees of where it started.

Why slow precession invites resonance

The torque that drives precession is set by three things: the planet’s flattening, which gives the Sun something to pull on; the planet’s spin, which gives the axis its gyroscopic stiffness; and the strength of the tidal pull, which falls with distance from the Sun. They combine into the precession constant, and the actual precession rate is that constant times the cosine of the obliquity. For Mars, a smaller and more distant body than the Earth, with no Moon adding its own torque, the constant is about 8.3 arcseconds a year, and the precession period at its present tilt is about 170,000 years.

The orbital plane’s wobble is described by the secular theory of the planetary system: each planet’s orbit responds to a set of normal modes shared among all the planets, each with its own frequency, and the plane’s orientation is a sum of them. Those that matter for Mars have periods of about 50,000 to 250,000 years, frequencies of roughly 5 to 26 arcseconds a year. A precession rate of 8.3 times the cosine of the tilt matches the mode near 7 arcseconds a year at a tilt of about 31 degrees, and the mode near 5.6 at about 47 degrees. Around each exact match there is a band of tilts over which the resonance can capture the axis, and for Mars the bands are wide enough to touch.

That is the classic recipe for chaos: two resonances whose widths exceed their separation, which is the same criterion that makes the general three-body problem unpredictable and that Boris Chirikov stated for any system driven at more than one frequency. Between them, the axis has no single frequency to follow, and it is passed back and forth between the two, driven by the others, in a way that is deterministic and unpredictable.

A forecast with a horizon

The unpredictability can be measured directly. Two integrations of the same planet, identical except that their starting axes differ by a tiny angle, stay together for a while and then separate.

Two Mars obliquities that start a hair apart. The difference in obliquity between two integrations of the same Mars-like planet that start with axes differing by 6·10⁻⁵ degrees and 6·10⁻⁸ degrees, on a logarithmic scale, against time. The difference grows exponentially, by a factor of e roughly every 1.2 million years, until it is as large as the obliquity itself, and from then on the two histories are unrelated. Starting a thousand times closer buys only about 8 million years more. No measurement of Mars's present axis can be precise enough to recover its obliquity more than a few tens of millions of years ago.
Fig. 2 The difference in obliquity between pairs of integrations that start with axes a few hundred-thousandths and a few hundred-millionths of a degree apart. The difference grows exponentially, by a factor of e about every million years in this model, until it is as large as the obliquity itself. Starting a thousand times closer buys only about eight million years.

That exponential growth is the defining property of chaos, and its rate — the Lyapunov exponent — sets how far ahead or behind a calculation can see. In the model drawn here the e-folding time is about a million years; the careful integrations of Mars with the full solution for the planets’ orbits find about five. Either way the consequence is the same. A prediction in a chaotic system carries an expiry date, and for Mars’s obliquity it is a few tens of millions of years, beyond which even a perfect knowledge of the present axis, to any attainable precision, leaves the past undetermined.

A dozen Mars histories from one present. 12 integrations of the Mars-like planet's obliquity from starting axes that differ by at most 7·10⁻⁷ degrees — far below any measurement — against time. For about 13 million years they are one line; their spread passes a degree at 17 million years and ten degrees at 20, and by 50 million years the histories span 39 degrees. Run backwards, the same fan is what the past looks like: the recent few million years are determined, and before that only the distribution of possible obliquities can be computed.
Fig. 3 A dozen integrations from starting axes that differ by less than a millionth of a degree. For about thirteen million years they are a single line; their spread reaches a degree at seventeen and ten degrees at twenty, and after that they fill the whole range. Read backwards, the fan is what the past looks like from the present.

The integrations run forward in time, but the equations are reversible, and the same fan opens into the past. The last ten million years of Mars’s tilt can be computed and are known: the axis was between about fifteen and forty-five degrees, cycling on a 120,000-year period modulated by a 1.2-million-year one, and it spent a few million years at higher average tilt before a shift about five million years ago. Earlier than about twenty million years, individual histories diverge, and the question “what was Mars’s obliquity three billion years ago?” has no answer. What has an answer is a different question.

The distribution is the prediction

A chaotic system that cannot be followed can still be characterised statistically. Over a long enough time, the axis visits every tilt within its accessible range, and the fraction of time it spends at each is a stable property of the dynamics — the same for any starting point within the chaotic zone and for any of the diverging histories.

The obliquity a Mars-like planet spends its time at, over 1 billion years. The fraction of time the Mars-like planet's obliquity spends in each five-degree band over 1000 million years of integration, from a start at 25 degrees. The distribution is broad: the most frequented band is centred on 47.5 degrees, the mean is 39 degrees, and the axis spends 50 per cent of the time above 40 degrees — far above Mars's present 25. Because individual histories cannot be recovered beyond a few tens of millions of years, a distribution like this is the prediction that can be tested; the published calculation with Mars's actual orbital solution, run over four billion years, finds a most probable value near 42 degrees.
Fig. 4 The fraction of a billion years that the Mars-like planet’s obliquity spends in each five-degree band. The distribution is broad, peaking between 45 and 50 degrees, with a mean near 39 and half the time spent above 40. Mars’s present 25 degrees is on the low side of its range.

The integration drawn uses illustrative orbital perturbations of the size Mars’s own have, not the full planetary solution, and its details should not be over-read. The published calculation by Jacques Laskar and colleagues in 2004, using the full solution and an ensemble of integrations spanning four billion years, found a similar picture: a most probable obliquity of about 42 degrees over the planet’s history, a range from nearly zero to more than 80 degrees, and a present tilt that is typical of the last few million years but low by the standard of the last few billion. Both calculations agree on the qualitative result that matters for Mars’s climate: for most of its history, Mars has been tilted far more than it is now. The present moment is not special in the dynamics; it is special only in being the moment at which the tilt is measured, and there is no reason to expect the measured value to be the typical one. A visitor arriving at a random time in Mars’s history would more often find it tilted by forty degrees or more than by the twenty-five it has today.

That is a statement about the past that can be made with confidence precisely because it is statistical. It is not a statement that Mars was at 42 degrees at any particular date. It is a statement about how Mars’s climate record should look if it faithfully registered the tilt: long stretches at high obliquity, shorter ones at low, and transitions between them at intervals of a few million years.

The claim that the distribution does not depend on where the history starts can be tested directly: run it again from a different tilt.

The obliquity a Mars-like planet spends its time at, over 1 billion years. The fraction of time the Mars-like planet's obliquity spends in each five-degree band over 1000 million years of integration, from a start at 45 degrees. The distribution is broad: the most frequented band is centred on 47.5 degrees, the mean is 39 degrees, and the axis spends 51 per cent of the time above 40 degrees — far above Mars's present 25. Because individual histories cannot be recovered beyond a few tens of millions of years, a distribution like this is the prediction that can be tested; the published calculation with Mars's actual orbital solution, run over four billion years, finds a most probable value near 42 degrees.
Fig. 5 The same billion-year distribution for an integration starting at 45 degrees instead of 25. The two histories are unrelated after the first few tens of millions of years, and their distributions are nearly identical: the same peak between 45 and 50 degrees, the same mean near 39, half the time above 40.

That agreement is the practical content of chaos theory for a problem like this one. An individual trajectory is lost; the statistics of trajectories are not, and they are what a long record averages over. It is the same distinction that governs the accumulation of numerical error in a long integration: a computed position becomes wrong, while the computed rate at which things happen stays right. For Mars’s axis, “how much time at each tilt” is the robust question and “which tilt, when” is the lost one, and the history of the planet’s climate has to be argued from the first.

Where the sunlight goes

Obliquity matters to a climate because it decides how sunlight is shared between latitudes over the year. The annual total reaching a planet does not depend on it, but its distribution does, as it does on the Earth, where the tilt alone draws the climate zones. At zero tilt the poles get almost nothing and the equator everything; as the tilt grows, the summer poles face the Sun more directly and the annual-mean sunlight at the poles grows as the sine of the obliquity.

Sunlight at Mars's poles as the tilt wanders. The annual-mean sunlight reaching a pole, relative to the annual-mean sunlight at the equator, along the first 50 million years of the integration. A pole's annual mean is proportional to the sine of the obliquity, so it varies far more than the equator's: at Mars's present 25 degrees the poles get 0.44 of the equator's sunlight, at 45 degrees 0.82, and above about 54 degrees the poles are warmer on average than the equator. Ice that is stable at the poles today would, at high obliquity, sublimate and redeposit at low latitudes, and the layered deposits at Mars's poles are read as the record of that migration.
Fig. 6 The annual-mean sunlight at a pole, relative to that at the equator, along the first fifty million years of the integration. At Mars’s present tilt the poles receive 0.44 of the equator’s annual sunlight; at 45 degrees, 0.82; above about 54 degrees they receive more than the equator. The ratio swings between near zero and above one as the axis wanders.

For Mars that swing is the difference between polar ice caps and equatorial glaciers. At the present tilt, water ice is stable at the poles, where the annual sunlight is least, and it is found there in the polar layered deposits — kilometres-thick stacks of ice and dust. At high tilt, the poles become warmer on average than the equator, the polar ice sublimates, and the water is redeposited at lower latitudes, where the cold, shaded ground can hold it. The threshold matters because water ice is only stable where the surface stays cold enough all year, and the coldest places move with the tilt: at low obliquity the poles, at high obliquity the mid-latitudes and even the tropics, whose annual sunlight then falls below the poles’. There is geological evidence for exactly that: flow features at mid-latitudes resembling debris-covered glaciers, and ice-rich mantles that appear to have been laid down in the last few million years.

The layers as a record

The polar layered deposits are the record the distribution is tested against. Each layer is a slightly different mixture of ice and dust, and the sequence of layers, exposed in the walls of troughs cut into the caps and imaged from orbit, carries a pattern of thicknesses and brightnesses. If the layers were laid down under the control of the insolation, the pattern should contain the periods of the obliquity and precession cycles — 120,000 years, 1.2 million years, 51,000 years for the precession of the perihelion — in the same way that ice cores and ocean sediments on the Earth contain the Milankovitch periods.

Analyses of the brightness profiles of the north polar deposits have found periodicities consistent with the obliquity cycles, at a deposition rate of about half a millimetre a year, which would make the upper few hundred metres of the northern cap a record of the last few million years — within the forecast horizon, where the obliquity history can be computed and compared layer by layer. The deeper layers, and the south polar deposits, which are older, reach back into the chaotic past, where only the distribution applies. There the test is statistical: the relative thicknesses of the deposits laid down in high- and low-tilt epochs should reflect the time the axis spent in each.

Seasons that are not just warmer

A high tilt does not only move the annual mean. It sharpens the seasons: at 45 degrees a Martian polar summer would bring the Sun within 45 degrees of the zenith at the pole for weeks, delivering more sunlight per day than the equator ever receives, and a polar winter would be longer and darker. The carbon dioxide that freezes onto the winter pole each year, a quarter of Mars’s thin atmosphere, would condense and sublimate in larger amounts, and the atmospheric pressure would swing more over the year. At low tilt, by contrast, the poles would be cold all year, carbon dioxide could freeze permanently, and the atmosphere could partly collapse onto the caps.

So the tilt history is also a history of Mars’s atmosphere. A reservoir of buried carbon dioxide ice detected by radar beneath the south polar cap, enough to double the present atmosphere if released, is interpreted as frozen out during a recent epoch of lower tilt and not yet returned. The obliquity is one of the few processes on Mars that could change its surface pressure by a factor of two within a few hundred thousand years, and it does so repeatedly.

What the model leaves out

The spin-axis equation is exact for a rigid planet whose orbit plane moves; what is illustrative is the orbital wobble, represented by five modes with amplitudes of the right size rather than the full planetary solution, which contains many more terms and some chaos of its own. That makes the model’s Lyapunov time shorter than the careful calculations’ and its exact distribution different in detail. It is chosen to show the mechanism — overlapping resonances between a slow precession and an orbital wobble — and to compute the consequences of that mechanism, not to reproduce Mars’s history.

The precession constant is also not quite constant. It depends on the planet’s flattening, which responds to the redistribution of ice between poles and equator and to the formation of the great Tharsis volcanic rise early in Mars’s history; changes of a few per cent move the resonances by several degrees. And over billions of years the spin rate itself may have changed. The published ensembles vary these within their uncertainties, which is part of why their predictions are distributions rather than tracks.

Finally, the model contains no climate. The insolation curve says how sunlight is distributed, not where ice ends up, which depends on the atmosphere’s thickness, on dust, and on the ice’s own insulating lag deposits. The step from obliquity to layers passes through all of that.

A moon as a stabiliser, and why the claim is weaker than it sounds

The comparison drawn in the first figure — Mars as it is, and Mars precessing as fast as the Earth — is the basis of a widely repeated claim: that a large moon stabilises a planet’s tilt and so its climate, and that the Earth’s habitability owes something to the Moon. The figure supports the first half. A precession rate raised well above the orbital frequencies does keep the tilt steady, and without the Moon the Earth’s precession would be slow enough to enter a chaotic zone at tilts between about 60 and 90 degrees, and would reach tilts of a few tens of degrees from its present 23 only over hundreds of millions of years.

The second half needs care. The Earth’s present tilt, without the Moon, would lie below the chaotic zone for Earth’s own orbital frequencies, and later work found that a moonless Earth’s tilt would vary by perhaps ten to twenty degrees over billions of years rather than wandering over the whole range as Mars’s does. A moon is one way to avoid chaotic obliquity; being in the right place in the frequency spectrum is another. Mars happens to be in the wrong place, and that — not its lack of a moon alone — is what made its past unknowable.

The same analysis now has to be done for planets around other stars, and there the frequencies are different. In compact systems of several planets packed close to their star, the secular frequencies of the orbital planes are much higher than in the Solar System, and a rocky planet’s precession, unless it is very fast, falls among them. Some calculations find that a planet in the habitable zone of such a system could have a tilt that swings by tens of degrees over a few hundred thousand years — far faster than anything Mars experiences — while others in the same system are stable. Whether a given exoplanet’s tilt is steady is therefore a question about its whole system’s architecture, and the one known planet whose tilt is chaotic, Mars, is the calibration for how such a planet’s climate might respond.

Still open: whether the layers read the tilt

The link between the obliquity distribution and the ice record rests on the assumption that the layers are a climate record in the way terrestrial ice cores are: that each layer’s composition registers the insolation when it formed and that no layers are missing. Both are uncertain. Periods of erosion can remove layers and leave unconformities that break the sequence, and dust storms add variation with no orbital cause. Radar sounding from orbit, which images the layers inside the caps in three dimensions, has found unconformities that may mark epochs of high tilt when the ice retreated. Whether the full sequence can be matched to computed insolation over the last few million years, and so extended as a tested chronology into the older layers, is the question on which the use of Mars’s poles as a climate archive depends — and the answer will say whether the chaotic history computed from celestial mechanics was actually recorded in the ice.

About the same objects

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Chaotic obliquityInsolationLyapunov timeObliquityPolar layered depositsPrecession constantResonance overlapSecular resonance