Cosmology

A shadow that does not get fainter with distance

Every other way of finding a cluster of galaxies gets harder the further away the cluster is. One does not. A cluster's hot gas scatters about one microwave background photon in a hundred to a higher frequency, and because the result is a fraction of a background rather than a flux from a source, the same cluster is exactly as detectable at ten billion light years as at one.

Assumes Microwave background, Clusters and Large-scale structure.

Astronomy is arranged around one relentless fact: things get fainter with distance, as the inverse square, and every survey ever built is therefore a survey of the nearby. A catalogue of galaxies drawn from an image is a catalogue that thins with redshift; a catalogue of clusters drawn from an X-ray map thins faster still, because surface brightness in an expanding universe falls not as the square of the distance but as the fourth power of one plus the redshift.

There is one exception in the whole of extragalactic astronomy, and it is exact rather than approximate. It is not a clever correction or a fortunate coincidence of numbers; it follows from what kind of quantity is being measured, and it would hold in any universe with a hot uniform background in it.

One cluster moved to z = 1.8: one signal unchanged, the other 57 times fainter. The same cluster of galaxies placed at a series of redshifts, with two ways of detecting it compared. The Sunyaev–Zel'dovich decrement is flat, because it is a fraction of the microwave background and the microwave background has the same surface brightness at every redshift a cluster can sit at — moving the cluster further away shrinks it on the sky but does not make its shadow shallower. The X-ray surface brightness of the identical object falls as (1+z)⁻⁴, the dimming every surface brightness suffers in an expanding universe, and by z = 1.8 it is 57 times below where it started. This is why the cluster surveys that reach the early universe are millimetre surveys: an X-ray telescope's cluster catalogue thins out with distance and a Sunyaev–Zel'dovich catalogue is limited only by how large the cluster looks and by how faint a fractional distortion the instrument can measure. What the effect cannot supply on its own is a distance — the signal that does not know how far away the cluster is also cannot say — so every one of these clusters still needs a redshift measured the ordinary way, from a spectrum of a galaxy inside it.
Fig. 1 The same cluster of galaxies moved through redshift, with two ways of detecting it compared. The Sunyaev–Zel’dovich decrement is flat. The X-ray surface brightness of the identical object falls as the fourth power of one plus the redshift, and by redshift 1.8 it is nearly sixty times below where it started. Moving a cluster further away makes it smaller on the sky and does not make its shadow shallower.

What the effect is

The intracluster medium is a gas of electrons and protons at ten to a hundred million kelvin, filling the cluster, and it is optically thin: a photon crossing it has roughly a one per cent chance of scattering off an electron and a ninety-nine per cent chance of passing through untouched.

It is also where most of a cluster’s ordinary matter is. The galaxies are the visible part and they are a minority of the baryons; the rest is between them, at ten million degrees, radiating in X-rays, and it took an X-ray telescope to find it. The effect described here is a second and entirely independent way of seeing the same gas, through a mechanism that has nothing to do with what the gas emits.

The microwave background is behind everything. So about one background photon in a hundred, on a sight line through a cluster, scatters off an electron moving at a substantial fraction of the speed of light — and comes out with slightly more energy than it went in with, because on average the electron is moving faster than the photon’s own effective temperature. This is inverse Compton scattering, and it does not create or destroy photons: it moves them up in frequency. The distinction between moving and creating is what gives the effect its signature, and it is worth pausing on, because a distortion that conserved photon number could take only one shape and a distortion that did not could take many. Moving photons up in frequency in a blackbody spectrum makes a deficit on the low-frequency side and a surplus on the high-frequency side, and between them there is a frequency at which the two exactly cancel.

A distortion that vanishes at 217.5 GHz whatever the cluster. The thermal Sunyaev–Zel'dovich distortion of the microwave background across a cluster of Compton parameter 3·10⁻⁴, drawn against observing frequency and scaled to its own largest excursion. Photons are not created or destroyed by the scattering; they are moved up in frequency, so the spectrum has a deficit below and a surplus above, and between them a frequency at which the two exactly balance. That crossing is at 217.5 GHz, read off the drawn curve, and it is set by the shape of a 2.7255 K Planck spectrum rather than by anything about the cluster — the null is at the same frequency for a cluster of any mass, any gas temperature and any redshift, which makes it a test that no astrophysical foreground passes. The deepest part of the decrement is near 128 GHz and the strongest part of the increment near 370. Nothing here scales with distance: the quantity plotted is a fraction of a background that is the same brightness everywhere.
Fig. 2 The distortion against observing frequency. Below the crossing the cluster is a hole in the sky and above it the cluster is a source, and the crossing is at 217.5 gigahertz, read off the drawn curve. That frequency is set by the shape of a 2.7255 K Planck spectrum and by nothing about the cluster — it is the same for a cluster of any mass, any gas temperature and any redshift, which makes it a test no astrophysical foreground passes.

The amplitude is the Compton y parameter,

y  =  kTemec2neσTd,y \;=\; \int \frac{k T_e}{m_e c^2}\, n_e \sigma_T\, \mathrm{d}\ell,

which is the optical depth to scattering multiplied by the fractional energy each scattering adds. It is a pure number, of order a few times ten to the minus four for a massive cluster, and it is a line integral of the electron pressure.

Two features of that integral are worth separating. The optical depth carries the density and the thermal factor carries the temperature, so the product is a pressure and not a mass — a cool dense cluster and a hot rarefied one with the same pressure produce the same signal. And the integral runs along the sight line with no weighting by distance at all, which is the formal statement of the redshift independence: nowhere in the expression does the distance to the cluster appear.

Why the shadow does not dim

The redshift-independence follows from the form of that expression and takes one sentence to state: yy is a dimensionless ratio, and the observable is yy multiplied by the microwave background’s own brightness.

Everything else in astronomy is a flux. A flux is an energy per unit area per unit time arriving from an object, and it falls as the inverse square because the emitted energy is spread over a growing sphere. Surface brightness — flux per unit solid angle — is better behaved in a static universe, where it does not fall at all, and is worse behaved in an expanding one. The Sunyaev–Zel’dovich signal escapes even that, because it is not a surface brightness of the cluster. It is a fractional modification of a surface brightness belonging to something else, and that something else has the same surface brightness at every epoch a cluster exists in. The cluster’s angular size shrinks with distance in the ordinary way, so a distant cluster is a smaller patch of sky — but the patch is exactly as deep.

The comparison worth drawing is with the redshift itself, which is not a Doppler shift and not a measurement of a speed but a ratio of scale factors. Both quantities are dimensionless, both are properties of the light’s whole journey rather than of its source, and both are therefore immune to the distance-dependent factors that afflict everything measured in physical units.

The consequence is that a millimetre survey of the sky, at fixed sensitivity, finds clusters above a mass threshold that is very nearly independent of redshift. That is not a marginal improvement on an X-ray survey; it is a different kind of catalogue, and it is the reason cluster cosmology moved to the millimetre.

Reading it as a mass

A cluster is useful cosmologically because its mass can be compared with a prediction. The abundance of clusters above a given mass is exquisitely sensitive to how much structure has grown, so a catalogue with masses is a measurement — provided the masses are right. The sensitivity comes from the same place as the knee in a luminosity function: a distribution falling steeply above a characteristic scale turns a small change in the scale into a large change in the count, which is what makes counting worth doing and what makes calibration the whole difficulty. What Sunyaev–Zel’dovich contributes is a mass proxy with a specific virtue. The integral of yy over the cluster’s solid angle, written YY, is proportional to the total thermal energy of the gas — pressure integrated over volume — and therefore to mass times temperature. It does not care how the gas is arranged, which is unusual.

The pressure reaches 2.2 times further out than the light does. Two profiles through one cluster, each divided by its own central value, for a beta model with β = 0.67 and a core radius of 0.25 Mpc. The Compton parameter is a line integral of the gas pressure, which is linear in the electron density; the X-ray emission is a line integral of the density squared. So the same gas produces two pictures of very different sizes: the drawn y profile falls to half its central value at 0.43 Mpc and the X-ray profile does so at 0.19, a ratio of 2.2. An X-ray image is a picture of a cluster's core and a Sunyaev–Zel'dovich map is a picture of its outskirts, which is where most of its gas and nearly all of the interesting thermodynamics are. Integrating the drawn profile over the sky gives 0.0052 square arcminutes of Compton signal for a cluster at z = 1 — the quantity written Y, which is proportional to the total thermal energy of the gas and is the least biased mass proxy anybody has, precisely because it does not care where the gas is concentrated.
Fig. 3 Why the arrangement matters for everything else. The Compton parameter is a line integral of pressure, which is linear in the electron density; X-ray emission is a line integral of the density squared. So the same gas makes two pictures of different sizes — the pressure profile falls to half its central value at more than twice the radius the X-ray profile does. An X-ray image is a picture of a cluster’s core; a millimetre map is a picture of its outskirts.
The pressure reaches 2.0 times further out than the light does. Two profiles through one cluster, each divided by its own central value, for a beta model with β = 0.8 and a core radius of 0.35 Mpc. The Compton parameter is a line integral of the gas pressure, which is linear in the electron density; the X-ray emission is a line integral of the density squared. So the same gas produces two pictures of very different sizes: the drawn y profile falls to half its central value at 0.46 Mpc and the X-ray profile does so at 0.23, a ratio of 2.0. An X-ray image is a picture of a cluster's core and a Sunyaev–Zel'dovich map is a picture of its outskirts, which is where most of its gas and nearly all of the interesting thermodynamics are. Integrating the drawn profile over the sky gives 0.0042 square arcminutes of Compton signal for a cluster at z = 1 — the quantity written Y, which is proportional to the total thermal energy of the gas and is the least biased mass proxy anybody has, precisely because it does not care where the gas is concentrated.
Fig. 4 The same comparison for a more extended and more sharply falling gas distribution. The ratio between the two half-radii changes, and the ordering does not: a quantity linear in density always reaches further than the same quantity squared. That robustness is the reason the integrated signal is a better mass proxy than an X-ray luminosity, which is dominated by whatever is happening in the innermost hundred kiloparsecs and is therefore sensitive to cooling, to a central engine, and to whether the cluster has recently been hit.

The comparison to make is with the third method above.

A distance out of two measurements of one gas

There is a use of the effect that predates the survey applications and that is worth setting out, because it delivers a quantity nothing else in this collection gets without a ladder underneath it.

The Compton parameter is a line integral of the electron pressure, which is linear in density. The X-ray surface brightness of the same gas is a line integral of the emission, which goes as density squared. Two integrals of different powers of the same quantity, over the same path.

Divide the square of the first by the second and the density cancels, leaving the path length — a physical length, in metres, for the depth of the cluster along the line of sight. Compare that with the cluster’s measured angular size across the sky, and if the cluster is assumed spherical, the ratio is a distance.

That is a genuinely absolute distance to an object at cosmological redshift, obtained with no standard candle, no standard ruler and no calibration from anything nearer. Combined with the redshift it is a Hubble constant, and the method was pursued through the 1990s and 2000s for exactly that reason.

Its systematics are severe and worth naming, because they explain why it is not the field’s leading determination. The sphericity assumption is the largest: a cluster elongated along the line of sight looks deeper than it is round, and returns a distance that is too large. Averaging over a sample removes the bias if the orientations are random, which they are not for a sample selected on X-ray brightness — an elongated cluster pointed at the observer is brighter and more likely to be in the catalogue.

A distortion that vanishes at 217.5 GHz whatever the cluster. The thermal Sunyaev–Zel'dovich distortion of the microwave background across a cluster of Compton parameter 3·10⁻⁴, drawn against observing frequency and scaled to its own largest excursion. Photons are not created or destroyed by the scattering; they are moved up in frequency, so the spectrum has a deficit below and a surplus above, and between them a frequency at which the two exactly balance. That crossing is at 217.5 GHz, read off the drawn curve, and it is set by the shape of a 2.7255 K Planck spectrum rather than by anything about the cluster — the null is at the same frequency for a cluster of any mass, any gas temperature and any redshift, which makes it a test that no astrophysical foreground passes. The deepest part of the decrement is near 128 GHz and the strongest part of the increment near 370. Nothing here scales with distance: the quantity plotted is a fraction of a background that is the same brightness everywhere.
Fig. 5 The same distortion for hotter gas — fifteen kilo-electronvolts rather than eight. The crossover stays at 217.5 gigahertz, because it is set by the shape of the blackbody and not by the cluster, and what changes is the small relativistic correction that makes the curve slightly asymmetric about it. The null is the most useful frequency in the problem precisely because nothing about the cluster moves it, so an instrument that observes there is measuring everything except the effect, which is how the effect is separated from everything else.

Clumping enters with the opposite sign, since it raises the X-ray integral more than the pressure integral. And the electron temperature has to be measured from the X-ray spectrum, so the method inherits the calibration of an X-ray instrument.

The values obtained cluster around sixty to seventy, with uncertainties of ten per cent or so, which was competitive when the measurement was made and is not now. What it retains is its independence: it shares no rung, no calibrator and no zero point with any other route, so it remains one of the few checks on the distance scale that could fail without implicating anything else.

It is worth being clear about which part of the chain the independence buys. The redshift is measured the ordinary way, so the method is not independent of spectroscopy; the temperature comes from an X-ray spectrum, so it is not independent of atomic physics. What it is independent of is the distance ladder — no parallax, no period–luminosity relation, no standard candle, and no assumption that a class of object is uniform. The measurement is a geometry, and geometries do not need calibrating.

That is the same claim a time-delay lens makes and the same claim a gravitational-wave amplitude makes, and the three fail in entirely different ways. Where a subject has one disputed number and three independent routes to it, the value of each route is not its precision but its unlikeness to the others.

One cluster moved to z = 3: one signal unchanged, the other 237 times fainter. The same cluster of galaxies placed at a series of redshifts, with two ways of detecting it compared. The Sunyaev–Zel'dovich decrement is flat, because it is a fraction of the microwave background and the microwave background has the same surface brightness at every redshift a cluster can sit at — moving the cluster further away shrinks it on the sky but does not make its shadow shallower. The X-ray surface brightness of the identical object falls as (1+z)⁻⁴, the dimming every surface brightness suffers in an expanding universe, and by z = 3 it is 237 times below where it started. This is why the cluster surveys that reach the early universe are millimetre surveys: an X-ray telescope's cluster catalogue thins out with distance and a Sunyaev–Zel'dovich catalogue is limited only by how large the cluster looks and by how faint a fractional distortion the instrument can measure. What the effect cannot supply on its own is a distance — the signal that does not know how far away the cluster is also cannot say — so every one of these clusters still needs a redshift measured the ordinary way, from a spectrum of a galaxy inside it.
Fig. 6 The comparison carried to redshift three. The X-ray flux has fallen by a factor of 237 and the Sunyaev–Zel’dovich decrement has not fallen at all — it is a fraction of a background whose surface brightness is the same at every redshift, so the signal is the same for the same cluster wherever it is. This is the property that makes the effect a survey tool rather than a curiosity: a millimetre survey finds clusters at a fixed mass threshold to arbitrary distance, and an X-ray survey does not.

What the effect cannot do

It cannot supply a distance.

That sounds like a small complaint and it is a structural one. The signal that does not know how far away the cluster is also cannot say. Every cluster in a millimetre catalogue still needs a redshift measured the ordinary way, from a spectrum of a galaxy inside it, which means an optical follow-up campaign whose depth is exactly the limitation the millimetre survey was supposed to escape.

How large the signal is, in the units an instrument works in

It is worth converting the abstraction into something an antenna would report. A Compton parameter of three parts in ten thousand, at the low-frequency end where the temperature distortion saturates at minus twice yy, is a decrement of six ten-thousandths of the background temperature — about 1.6 millikelvin against 2.7255 kelvin.

That is not a small signal by the standards of microwave background work. The primary anisotropies themselves are tens of microkelvin, so a massive cluster is a fifty-sigma object against the very fluctuations that cosmology was built on measuring. The difficulty is never sensitivity; it is that the sky already contains structure at the same angular scale, and separating a cluster from a chance superposition of primordial fluctuations is done by the spectrum rather than by the amplitude. A patch of the primary background is a temperature fluctuation, so it scales with frequency exactly as the background does. A cluster does not, and it changes sign at 217 gigahertz. Observing in several bands turns a detection problem into an algebra problem.

The other Sunyaev–Zel’dovich effect

There is a second, smaller signal from the same gas, and it measures something no other technique in this collection can reach.

If the cluster as a whole is moving with respect to the microwave background, the scattering imprints a shift with a different spectral shape — a pure change in the background’s temperature rather than a redistribution across frequency, so it does not vanish at 217 gigahertz where the thermal effect does. Measuring it gives the cluster’s peculiar velocity: its motion relative to the smooth expansion, directly, at any redshift.

That is a remarkable quantity to have. A radial velocity measured from galaxy spectra gives the recession plus the peculiar motion mixed together, and separating them requires assuming a distance. The kinematic effect gives the peculiar part alone. It is roughly a tenth of the thermal signal, it has been detected statistically rather than cluster by cluster, and it is the main reason to build instruments that observe at the null.

What it would give, if it could be measured object by object, is a velocity field: not a map of where things are but a map of how they are moving, which is a direct measurement of the gravitational field that has been accelerating them. That is a strictly stronger constraint than a census of positions, and it is the same argument that makes a survey plotted in velocity rather than in position a measurement of growth rather than of geometry.

The pressure reaches 2.2 times further out than the light does. Two profiles through one cluster, each divided by its own central value, for a beta model with β = 0.67 and a core radius of 0.5 Mpc. The Compton parameter is a line integral of the gas pressure, which is linear in the electron density; the X-ray emission is a line integral of the density squared. So the same gas produces two pictures of very different sizes: the drawn y profile falls to half its central value at 0.86 Mpc and the X-ray profile does so at 0.38, a ratio of 2.2. An X-ray image is a picture of a cluster's core and a Sunyaev–Zel'dovich map is a picture of its outskirts, which is where most of its gas and nearly all of the interesting thermodynamics are. Integrating the drawn profile over the sky gives 0.0097 square arcminutes of Compton signal for a cluster at z = 1 — the quantity written Y, which is proportional to the total thermal energy of the gas and is the least biased mass proxy anybody has, precisely because it does not care where the gas is concentrated.
Fig. 7 The two profiles for a cluster with a core twice as large. The Compton parameter still reaches further out than the X-ray emission does — 2.2 core radii against the tighter figure of the standard case — because one is a line integral of the density and the other of its square. The ratio of the two extents is a property of the beta model and not of the size of the cluster, which is why the same statement can be made about clusters that differ by a factor of two in every length in them.

The same signal as a nuisance

Everything above treats the distortion as the measurement. For the experiments the microwave background was mapped by, it is a contaminant, and the way it is handled is instructive about what a foreground is.

A map of the microwave sky contains the primordial anisotropies, the emission of the Galaxy, the emission of distant galaxies, and this. The clusters are a small fraction of the sky by area and their signal is large where they sit, so a temperature map contains a population of cold spots at the arcminute scale that have nothing to do with the early universe.

Separating them is done on the spectrum, exactly as the detection is. The primordial fluctuations have the spectrum of a temperature change to a blackbody; the Sunyaev–Zel’dovich distortion does not; Galactic dust and synchrotron have their own. An experiment observing in six or seven bands solves, pixel by pixel, for the amplitude of each component, and the outputs are a cleaned temperature map and — as a by-product — a full-sky map of the Compton parameter.

That by-product turned out to be worth more than the cleaning. A full-sky yy map contains every massive cluster, and it also contains a diffuse background from the pressure of gas that is not in any identified cluster: the filaments, the group-scale haloes, and the warm gas between them. The total thermal energy of the universe’s ionised baryons is measurable from it, integrated over all epochs, which is a quantity no pointed observation could assemble.

A component-separation step performed to remove something produced a measurement of it, and the separation is possible only because the two components differ in a way that has nothing to do with their amplitude or their angular scale. That is the same structural argument the whole essay rests on: a signal with its own spectral signature is a signal that can be extracted from anything, however much larger the thing it sits inside.

A distortion that vanishes at 217.5 GHz whatever the cluster. The thermal Sunyaev–Zel'dovich distortion of the microwave background across a cluster of Compton parameter 3·10⁻⁴, drawn against observing frequency and scaled to its own largest excursion. Photons are not created or destroyed by the scattering; they are moved up in frequency, so the spectrum has a deficit below and a surplus above, and between them a frequency at which the two exactly balance. That crossing is at 217.5 GHz, read off the drawn curve, and it is set by the shape of a 2.7255 K Planck spectrum rather than by anything about the cluster — the null is at the same frequency for a cluster of any mass, any gas temperature and any redshift, which makes it a test that no astrophysical foreground passes. The deepest part of the decrement is near 129 GHz and the strongest part of the increment near 370. Nothing here scales with distance: the quantity plotted is a fraction of a background that is the same brightness everywhere.
Fig. 8 The distortion across a wider band — ten gigahertz to twelve hundred. The decrement below the null and the increment above it are both visible in full, and so is the fact that the increment’s peak is much broader than the decrement’s. Most instruments measure only the left-hand half of this figure, because the atmosphere is opaque over much of the right, and a measurement that has only the decrement cannot use the crossover as an internal check on its own calibration.

Where the picture stops

The gas is not isothermal and it is not smooth. Real clusters have temperature gradients, cold fronts, cavities blown by a central radio source, and clumping — dense knots that raise the X-ray emission more than the pressure, since one goes as density squared and the other does not. Clumping biases the two mass proxies in opposite directions, which is useful and is not a solution.

Point sources contaminate it. A radio source in the cluster fills in the decrement and a dusty star-forming galaxy behind it fills in the increment, and both are common enough to matter. The radio contaminant is synchrotron emission, whose spectrum carries no temperature and which therefore rises towards low frequency exactly where the decrement is deepest. The frequency dependence separates them in principle; in practice it costs observing bands.

And the hydrostatic bias is unresolved. Masses from the gas assume the gas is supported by thermal pressure alone, and simulations say a fifth of the support is bulk and turbulent motion left over from assembly. That number is a correction applied to every hydrostatic mass, it is taken from simulations rather than measured, and it moves the cosmological answer.

Where this ladder goes next

Later rungs on this anchor: the kinematic effect and what a direct peculiar velocity is worth; the relativistic corrections to the spectral shape, which are a thermometer for the hottest clusters; the all-sky yy map, which contains not only clusters but the diffuse pressure of the filaments between them; the cross-correlation with lensing maps, which is how the mass scale gets fixed without resolving individual clusters; and the use of a redshift-independent catalogue to measure the growth of structure, which is the reason for building any of it.

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.

Angular-diameter distanceCluster mass functionCompton y parameterCosmic microwave backgroundHydrostatic massIntegrated yIntracluster mediumInverse Compton scatteringSpectral distortionThe Sunyaev–Zel'dovich effectSurface brightness dimmingThomson scattering