Cosmology

A trough that proves the forest survived

A uniform neutral medium at redshift six would absorb Lyman alpha with an optical depth of four hundred thousand. So the existence of any transmitted light in a quasar's spectrum is a measurement — of a neutral fraction below one part in ten thousand — made from a detection rather than from an absorption.

Assumes Expansion, Microwave background and Large-scale structure.

Absorption is normally read as a measurement of what is there. A line’s depth gives a column density, a curve of growth turns the depth into a number of atoms, and the argument runs from what was removed.

Reionisation is measured the other way round. The absorption available is so enormous that it saturates completely at a trace abundance, so a spectrum showing any transmitted light at all is a statement that almost nothing is there. The evidence is the flux that survived, and the argument runs from a detection.

A neutral fraction of 2.4·10⁻⁶ is already opaque. The Gunn–Peterson optical depth against the neutral fraction of the intergalactic medium, at z = 3, 5, 6.3, for Ω_b = 0.0493 and h = 0.674. Note the range of the vertical axis. A fully neutral medium at z = 6.3 gives τ = 4.1·10⁵, which is not absorption but extinction of everything; the medium reaches τ = 1 — the point at which it stops transmitting most of the light — at neutral fractions of 6.1·10⁻⁶ at z = 3, 3.3·10⁻⁶ at z = 5, 2.4·10⁻⁶ at z = 6.3. That is why the argument runs from the flux that survives rather than from the flux that does not. A spectrum showing any transmission at all between Lyman α and Lyman β is a measurement that the medium is ionised to better than one part in 164,727, and no fit to any absorption line is needed to establish it.
Fig. 1 The Gunn–Peterson optical depth against the neutral fraction of the intergalactic medium, at three redshifts, for the measured baryon density. Note the range of the vertical axis. A fully neutral medium at z=6.3z = 6.3 gives τ=6×105\tau = 6\times10^{5}, which is not absorption but extinction of everything; the medium reaches τ=1\tau = 1 at neutral fractions of a few parts in a million. That is why the argument runs from the flux that survives: a spectrum showing transmission between Lyman α and Lyman β says the medium is ionised to better than a part in ten thousand, with no line fitted anywhere.

The optical depth

The calculation is short and its result is the whole essay.

Neutral hydrogen absorbs at 1215.67 Å with a cross-section whose integral over frequency is fixed by the transition’s oscillator strength. In an expanding universe a photon redshifts continuously, so it passes through resonance with the transition at one place along its path, and the resulting optical depth is

τGP(z)=3λα3ΛαnHI(z)8πH(z).\tau_{\rm GP}(z) = \frac{3\lambda_\alpha^3\Lambda_\alpha\, n_{\rm HI}(z)}{8\pi H(z)}.

Every quantity in it is known. The wavelength and the decay rate are atomic constants. The Hubble rate at redshift six follows from the measured cosmological parameters. And the hydrogen density follows from the baryon density measured two entirely different ways — from the primordial abundances and from the microwave background’s acoustic peaks — times (1+z)3(1+z)^3.

Putting the numbers in gives τ6×105\tau \approx 6\times10^5 at z=6.3z = 6.3 for a fully neutral medium.

Six hundred thousand. The transmitted fraction is e600000e^{-600000}, which is not a small number but a number with no meaning: it is zero to any conceivable precision. And because τ\tau is linear in the neutral fraction, a medium with only one part in 10410^4 of its hydrogen neutral still has τ=60\tau = 60, and transmits e60=1026e^{-60} = 10^{-26}.

The intergalactic medium is opaque long before it is neutral. That is the Gunn–Peterson effect, published in 1965 as a prediction — and immediately as a puzzle, because the quasar spectra then available showed no such trough.

What the absence meant

Gunn and Peterson looked at 3C 9, at z=2.01z = 2.01, and found flux blueward of its Lyman α emission. Their conclusion was the correct one and it was a strong statement to make from a non-detection: the intergalactic medium at z=2z = 2 is ionised to at least a part in 10510^5.

That was surprising. Recombination happened at z1100z \approx 1100, when the universe cooled enough for protons and electrons to combine — the event that produced the microwave background — and the gas has been expanding and cooling ever since. Nothing in the expansion re-ionises it. Something must have done so afterwards, and the something had to be luminous.

Bubbles that meet at z = 5.3, and a scattering depth of 0.047. The fraction of the volume of the universe filled by ionised bubbles, integrated from redshift 20 down to 4.5. The equation has two terms and no others: photons escaping from young galaxies open new volume, at a rate taken from the measured cosmic star formation history with an escape fraction of 0.2; recombinations inside the bubbles close it again, on a timescale that is one over the density times the recombination coefficient times a clumping factor of 3. Early on the density is high and recombination wins almost everything; the curve is nearly flat. As the universe expands the recombination time lengthens as the cube of one plus the redshift while the star formation rate is still rising, the balance tips, and the filling factor runs to one in under half a billion years. It reaches unity at redshift 5.31, which is overlap — the moment the bubbles meet and the last neutral walls between them disappear. The same integration gives an electron-scattering optical depth of 0.0465 for the microwave background, against the 0.054 that is measured, and that agreement is the check: the two observations constrain the same history from opposite ends, one fixing when it finished and the other how long it took.
Fig. 2 When the bubbles meet, computed rather than assumed. Ionised regions grow around the first sources and reionisation ends when they overlap everywhere — and the redshift at which that happens follows from three numbers: the ionising output per unit star formation, the fraction that escapes its own galaxy, and how clumpy the gas is. At an escape fraction of a fifth and a clumping factor of three the bubbles meet at z = 5.3, which is late enough to be in tension with the trough this essay is about. The escape fraction is the least measured of the three and does most of the work.

The forest

The spectrum blueward of a quasar’s Lyman α emission line is not empty. It is a dense thicket of narrow absorption lines, each from a discrete concentration of neutral hydrogen at a lower redshift than the quasar and therefore at a shorter rest wavelength in the observed frame.

The modern understanding is that those are not clouds in any classical sense. They are the mildly overdense filaments of the cosmic web, photoionised by the background of ultraviolet light from galaxies and quasars, with a residual neutral fraction of 10510^{-5} set by the balance between photoionisation and recombination. The “lines” are peaks in a continuous field of fluctuating optical depth.

Mean transmission 0.70 at z = 3, and 6.6·10⁻⁵ at z = 6.3. Two synthetic quasar spectra blueward of Lyman α, drawn from a lognormal optical-depth field with the measured effective optical depth of the forest at each redshift. The upper one, at z = 3, transmits a mean fraction of 0.696 — the light gets through, and that is the measurement: it says the medium along that sight line is ionised to better than a part in ten thousand, because a neutral fraction any larger would have taken all of it. The lower one, at z = 6.3, transmits 6.6·10⁻⁵, which is a trough rather than a forest. The difference between the two is not a difference in the amount of hydrogen — there is more of it at the higher redshift by a factor of 6.1, which is nothing on a scale where τ runs to 4·10⁵ — but in the fraction of it that is neutral. The amplitude of the optical-depth field is solved for rather than assumed, so that each spectrum has exactly the mean transmission its redshift is measured to have; it comes out at 0.49 and 452.53 at mean density, against the 0.36 and 9.62 a uniform medium would need. A clumpy medium has to carry more opacity than a smooth one to hide the same fraction of the light, because most of what gets through comes through the voids — a factor of 47 at the higher redshift, and it is Jensen's inequality written in a spectrum. That divergence is why a trough is a lower limit and not a measurement: once the mean transmission is set by a handful of void pixels, multiplying the neutral fraction by ten barely changes it.
Fig. 3 Two synthetic quasar spectra blueward of Lyman α, drawn from a lognormal optical-depth field with the measured effective optical depth at each redshift. The upper one, at z=3z = 3, transmits a mean fraction of 0.70 — the light gets through, and that is the measurement. The lower, at z=6.3z = 6.3, transmits 6.6×1056.6\times10^{-5}: a trough rather than a forest. The amplitude of the optical-depth field is solved for rather than assumed, and it comes out well above what a uniform medium would need, because a clumpy medium must carry more mean opacity to hide the same fraction of the light.

That last point is worth its own paragraph, because it governs how the measurement degrades.

The observable is the mean transmitted flux, and eτeτ\langle e^{-\tau}\rangle \ge e^{-\langle\tau\rangle} for any fluctuating field — Jensen’s inequality. Most of what gets through comes through the voids, where the density and therefore the optical depth are lowest. So the mean transmission is set by a small fraction of the pixels, and it becomes progressively less sensitive to the mean neutral fraction as that fraction rises.

That is why a trough is a lower limit and not a measurement. Once the transmission is set by a handful of void pixels, multiplying the neutral fraction by ten barely changes it. A spectrum showing no flux says the neutral fraction exceeds about 10410^{-4}; it does not distinguish 10410^{-4} from 10110^{-1} from unity.

The transition

Troughs began to appear in quasar spectra above z6z \approx 6, first in the Sloan survey’s high-redshift quasars from 2001. The effective optical depth of the forest rises smoothly from z=2z = 2 to z=5z = 5 and then steepens sharply, and by z=6z = 6 complete dark gaps stretching across tens of megaparsecs are common.

The natural reading is that reionisation was completing around then. The careful reading is more restrained, and the restraint is the interesting part. Since the trough saturates, what is measured above z=6z = 6 is a lower bound on the neutral fraction of order 10410^{-4} — which is consistent with a medium that is essentially fully ionised, and equally consistent with one that is substantially neutral. The observation that founded the field is the one it cannot use to finish.

What has been used instead is the scatter. Different sight lines at the same redshift show very different amounts of transmission, and the variance between them is a diagnostic that saturation does not destroy: a fully ionised medium with density fluctuations produces one distribution of transmission, and a patchily ionised one — bubbles of ionised gas in a neutral sea — produces a much broader distribution. The observed scatter at z>5.5z > 5.5 is broader than density fluctuations alone can produce, which is evidence that reionisation was still patchy then.

Bubbles that meet at z = 5.2, and a scattering depth of 0.044. The fraction of the volume of the universe filled by ionised bubbles, integrated from redshift 20 down to 4.5. The equation has two terms and no others: photons escaping from young galaxies open new volume, at a rate taken from the measured cosmic star formation history with an escape fraction of 0.28; recombinations inside the bubbles close it again, on a timescale that is one over the density times the recombination coefficient times a clumping factor of 8. Early on the density is high and recombination wins almost everything; the curve is nearly flat. As the universe expands the recombination time lengthens as the cube of one plus the redshift while the star formation rate is still rising, the balance tips, and the filling factor runs to one in under half a billion years. It reaches unity at redshift 5.20, which is overlap — the moment the bubbles meet and the last neutral walls between them disappear. The same integration gives an electron-scattering optical depth of 0.0442 for the microwave background, against the 0.054 that is measured, and that agreement is the check: the two observations constrain the same history from opposite ends, one fixing when it finished and the other how long it took.
Fig. 4 The same calculation with more escaping light and clumpier gas, which pull in opposite directions and nearly cancel. Clumpy gas recombines faster, so it needs more photons to stay ionised; a higher escape fraction supplies them. Both numbers are uncertain by factors of two and the overlap redshift moves by a few tenths — which is why the timing of reionisation is constrained far better by the observations this essay is about than by the theory that ought to predict it.

The other clock

There is a second measurement of the same transition, and it uses different photons, a different physical effect and a different instrument.

Free electrons scatter microwave background photons. If the intergalactic medium is ionised over some range of redshift, a fraction of the background’s photons are scattered on the way out of it, and that fraction is the Thomson optical depth

τe=σTne(z)cdtdzdz.\tau_e = \int \sigma_T\, n_e(z)\, c\,\frac{\mathrm dt}{\mathrm dz}\,\mathrm dz.

Scattering does two things: it damps the temperature anisotropies slightly at small angular scales, and — the measurable effect — it generates a distinctive polarisation signal at very large angular scales, because a photon scattering off an electron sitting in a quadrupolar radiation field acquires a polarisation.

Planck’s measurement gives τe=0.054±0.007\tau_e = 0.054 \pm 0.007.

A Thomson depth of 0.054 puts the midpoint at z = 7.7. The neutral fraction of the intergalactic medium against redshift. The heavy curve is an ionisation history whose only constraint is the microwave background's Thomson optical depth of 0.054 — the fraction of CMB photons scattered on the way to us, measured from the polarisation at large angular scales and having nothing whatever to do with quasars. Requiring the integral ∫ σ_T n_e c dt/(1+z) to reproduce that number fixes the midpoint at z = 7.72. The forest says the same thing by an unrelated route: troughs appear in quasar spectra below about z = 6, and the Gunn–Peterson depth says a trough needs a neutral fraction above roughly 10⁻⁴, which is the shaded band. Two measurements — one of scattered photons across the whole sky, one of transmitted photons along a handful of sight lines — agree on when the medium was ionised, and neither could have been predicted from the other.
Fig. 5 The neutral fraction against redshift, from an ionisation history whose only constraint is that Thomson depth — a measurement of scattered photons across the whole sky, with nothing whatever to do with quasars. Requiring the integral to reproduce 0.054 fixes the midpoint at z=7.7z = 7.7. The forest says the same thing by an unrelated route: troughs appear below about z=6z = 6, and the Gunn–Peterson depth says a trough needs a neutral fraction above roughly 10410^{-4}, which is the shaded band. Two measurements that could have disagreed, and did not.

The agreement is the real result, and it is worth being explicit about why it is not circular. The microwave background measurement integrates the free-electron column over all redshift and is insensitive to when within a broad range the electrons appeared; the forest measurement is a local statement about one epoch and is insensitive to everything before it. Neither could have predicted the other, and a discrepancy would have been a problem.

The remaining tension is over duration. The CMB constrains the integral, so a short sharp reionisation at z=7.7z = 7.7 and a long gradual one from z=12z = 12 to z=6z = 6 can give the same τe\tau_e — and the second is disfavoured because it requires more ionising photons than the observed galaxy population appears to produce.

Counting the pixels that are dark

The saturation problem has one clean workaround, and its virtue is that it requires almost no modelling.

Instead of measuring how much flux gets through, count how many pixels get none. A pixel with flux consistent with zero could be dark because the medium there is neutral, or because it is an ordinary dense region of an ionised medium — but a pixel with flux above zero cannot be neutral, and every such pixel is a piece of the universe that is definitely ionised.

The fraction of dark pixels is therefore a strict upper limit on the neutral fraction, requiring only that the flux measurement be unbiased. No density field, no simulation, no assumption about how the optical depth fluctuates.

The limits it gives are weaker than a full model-dependent analysis and they are trustworthy in a way a model-dependent one is not. At redshift 5.9 the dark-pixel fraction puts the neutral fraction below about ten per cent; by redshift 5.6 it is below a few per cent. Those are upper limits and they are what the field quotes when it wants a statement that no future revision of a simulation can overturn.

The method has one refinement worth noting because it doubles the constraint for free. Each quasar spectrum contains the Lyman α forest and, at shorter wavelengths, the Lyman β forest — absorption by the same gas at the second transition, whose oscillator strength is about five times smaller. So a region opaque in Lyman α may transmit in Lyman β, and a pixel counted as dark only if it is dark in both is a much stronger statement. Requiring both cuts the upper limits by a further factor.

A measurement that gives a bound rather than a value is worth having when the alternative gives a value nobody can check, and the dark-pixel fraction is the one number in this subject that has not moved as the simulations improved.

What did the ionising

The photon budget is the field’s central open question and it is arithmetic.

Reionising the universe requires at least one ionising photon per hydrogen atom, and in practice several, because recombinations happen and each one has to be undone. The candidates are massive stars in early galaxies and accreting black holes.

Quasars are ruled out as the main source by counting: their number density falls steeply above z=3z = 3, and the ionising background they would produce at z=7z = 7 is an order of magnitude short. That also fits the spectral evidence, since quasars ionise helium a second time and the helium reionisation is observed to happen much later, around z=3z = 3.

Galaxies are the remaining candidate, and the difficulty is not making the photons but getting them out. A young massive star produces ionising photons in quantity; the neutral gas in its own galaxy absorbs most of them. The escape fraction required is around ten to twenty per cent, and the measured escape fractions for galaxies at redshifts where the measurement is possible are typically a few per cent. The budget balances only if the faintest galaxies, which are the hardest to observe, have escape fractions well above the ones that have been measured.

The wing that does not saturate

There is a second observable in the same spectra that responds where the trough has stopped, and it is now the leading technique.

A quasar sits inside the medium it is illuminating, so light emitted at wavelengths slightly longer than its own Lyman α passes through neutral hydrogen at redshifts slightly below the quasar’s own. That gas is not in resonance with the light, so the resonant absorption does not apply — but the Lorentzian damping wing of the transition does, and a wing falls off slowly enough to matter.

The consequence is that a neutral intergalactic medium imprints a smooth absorption trough on the red side of a quasar’s Lyman α emission line, extending several thousand kilometres a second redward. Its depth and shape depend on the neutral fraction, and crucially the dependence does not saturate: the wing’s opacity is small, so doubling the neutral fraction doubles the absorption.

That converts the measurement from a bound into a number. Fitting the wing gives a neutral fraction directly, and the technique has been applied to the highest-redshift quasars known, returning neutral fractions of order a half at redshift seven.

Its difficulty is the intrinsic spectrum. The absorption is measured as the difference between the observed profile and the profile the quasar would have had, and nobody has observed that quasar without the absorption. What is done instead is to predict the intrinsic profile from the parts of the spectrum the absorption does not touch — the emission lines further to the red — using a relation calibrated on lower-redshift quasars where both are visible.

So the measurement is a difference between an observation and a prediction, and its uncertainty is dominated by how well one quasar’s line profile can be predicted from another’s. That is a very different failure mode from the trough’s, which is what makes the two worth having together.

There is a third technique in the same family that avoids the prediction problem entirely, at the cost of needing a different kind of source. A gamma-ray burst afterglow has a smooth power-law continuum with no emission lines at all, so the damping wing can be fitted against a featureless baseline rather than against a predicted profile. Bursts are found at redshifts beyond any known quasar, they fade within days, and their afterglows are bright enough for spectroscopy for a few hours — so the observation has to be made immediately or not at all.

A handful have been caught at redshifts above six and the constraints they give are consistent with the quasar ones. What limits them is not the physics but the logistics: the whole measurement depends on a telescope being pointed within hours of an event nobody can predict, which is a different kind of difficulty from every other one in this essay and is the reason so few exist.

The same objects carry a second advantage that is easy to overlook. A quasar ionises its own surroundings over several megaparsecs and the near zone has to be excised; a gamma-ray burst is a transient in a small galaxy and ionises almost nothing, so its line of sight samples the ordinary medium right up to the source. Where the two disagree, the burst is the less biased of the two.

Where the model stops

Four limits.

The Gunn–Peterson expression assumes a smooth medium, and the real one is not, which is the Jensen inequality above. Every quoted neutral fraction from the forest carries a model of the density field, and different simulations give different answers from the same spectrum.

It assumes the absorbing gas is at the same redshift as the resonance, which peculiar velocities and thermal broadening violate at the few per cent level — negligible where the depth is 10510^5 and not where the transmission is being measured to a per cent.

The CMB’s τe\tau_e is measured from large-angle polarisation, which is the hardest part of the microwave sky to observe: it is contaminated by Galactic dust and synchrotron emission at a level comparable to the signal, and the published value has moved from 0.17 to 0.089 to 0.054 as the foreground treatment improved. The current value is believed and its history is a caution.

And the whole subject has a selection effect in it. The high-redshift quasars whose spectra are used are the most luminous objects of their epoch, they sit in the densest regions, and they ionise their own surroundings — so the medium immediately in front of one is not typical, and the near zone has to be excised before anything is measured.

A blackbody at 2.7255 kelvin, filling the sky. The Planck function at 2.7255 K in the units the measurement is reported in, with the peak marked where Wien's law in frequency puts it: x = hν/kT = 2.8214, so ν = 160.2 GHz and the intensity there is 384 MJy per steradian. The points are drawn at the twenty-one frequencies across the FIRAS band, displaced from the curve by a Gaussian of 50 parts per million of the peak, which is the root-mean-square deviation the instrument actually reported. At the scale of this plot that displacement is a fifth of a pixel and the points sit on the line — which is the entire finding. Nothing else in astronomy is a blackbody to a part in twenty thousand: a stellar spectrum is a blackbody with absorption lines cut into it and a continuum that is the wrong shape at both ends. A thermal spectrum this exact requires that the radiation was once in equilibrium with matter, which requires that the universe was once opaque, which requires that it was once hot and dense.
Fig. 6 And the reason the second measurement is trusted despite that history. The microwave background is the most perfect blackbody ever measured, so its temperature spectrum is known to a part in 10510^5 and the scattering that reionisation imposes is a small, computable modification of a very well characterised source. A measurement of a small effect on a well-understood background is a different thing from a measurement of a small effect on a poorly understood one, and the contrast with the forest — where the source is a quasar of unknown intrinsic spectrum — is why the two are quoted with such different error bars.

The two observables the argument rests on are worth reading at a second setting each, since one is a spectrum and the other is an integral over a history.

Mean transmission 0.70 at z = 3, and 6.6·10⁻⁵ at z = 6.3. Two synthetic quasar spectra blueward of Lyman α, drawn from a lognormal optical-depth field with the measured effective optical depth of the forest at each redshift. The upper one, at z = 3, transmits a mean fraction of 0.696 — the light gets through, and that is the measurement: it says the medium along that sight line is ionised to better than a part in ten thousand, because a neutral fraction any larger would have taken all of it. The lower one, at z = 6.3, transmits 6.6·10⁻⁵, which is a trough rather than a forest. The difference between the two is not a difference in the amount of hydrogen — there is more of it at the higher redshift by a factor of 6.1, which is nothing on a scale where τ runs to 4·10⁵ — but in the fraction of it that is neutral. The amplitude of the optical-depth field is solved for rather than assumed, so that each spectrum has exactly the mean transmission its redshift is measured to have; it comes out at 0.49 and 452.53 at mean density, against the 0.36 and 9.62 a uniform medium would need. A clumpy medium has to carry more opacity than a smooth one to hide the same fraction of the light, because most of what gets through comes through the voids — a factor of 47 at the higher redshift, and it is Jensen's inequality written in a spectrum. That divergence is why a trough is a lower limit and not a measurement: once the mean transmission is set by a handful of void pixels, multiplying the neutral fraction by ten barely changes it.
Fig. 7 The transmitted spectrum at three redshifts. By 6.3 the forest has become a near-continuous trough with only occasional transmission spikes, and those spikes are the whole of what constrains the neutral fraction at the end of reionisation.
A Thomson depth of 0.054 puts the midpoint at z = 7.7. The neutral fraction of the intergalactic medium against redshift. The heavy curve is an ionisation history whose only constraint is the microwave background's Thomson optical depth of 0.054 — the fraction of CMB photons scattered on the way to us, measured from the polarisation at large angular scales and having nothing whatever to do with quasars. Requiring the integral ∫ σ_T n_e c dt/(1+z) to reproduce that number fixes the midpoint at z = 7.72. The forest says the same thing by an unrelated route: troughs appear in quasar spectra below about z = 6, and the Gunn–Peterson depth says a trough needs a neutral fraction above roughly 10⁻⁴, which is the shaded band. Two measurements — one of scattered photons across the whole sky, one of transmitted photons along a handful of sight lines — agree on when the medium was ionised, and neither could have been predicted from the other.
Fig. 8 And the reionisation history at a higher escape fraction. The midpoint moves to higher redshift and the Thomson depth rises with it — which is why the microwave background’s integrated measurement and the quasar spectra’s endpoint measurement constrain different halves of the same curve.

Where this ladder goes next

This rung establishes the optical depth, the direction the argument runs, and the reason the trough saturates.

Above it lies the 21-centimetre line, which is the measurement the field is waiting for. Neutral hydrogen emits or absorbs at 21 cm against the microwave background, and unlike Lyman α that transition does not saturate — its optical depth at z=8z = 8 is of order a per cent. So a 21-cm map is a direct measurement of the neutral fraction as a function of position and redshift, through the whole transition, and it is the only observable that can watch reionisation happen rather than bracket it.

Beside it lies helium reionisation at z3z \approx 3, which is the same physics on a species with a different ionisation energy, driven by quasars rather than galaxies, and observed in the far ultraviolet.

And below it lies the thing this rung is really an example of: a saturated measurement is a measurement of a bound, and treating a bound as a value is the standing error the whole subject was built to avoid.

What this makes readable

Essays that name this one as a prerequisite.

About the same objects

Not linked from either essay — found by the objects both name.

What links here

Essays that link to this one from their own argument.

The objects this essay names

Each one links to every other essay that touches it.

Effective optical depthThe Gunn–Peterson troughIntergalactic mediumIonising backgroundThe Lyman-α forestNeutral fractionOptical depthQuasar absorptionRecombinationReionisationSaturationThomson scattering