Galaxies

A foreground drawn by the field it traces

The grains that polarise starlight along the Galaxy's magnetic field glow, at millimetre wavelengths, with light polarised across it — and that glow is brighter than the primordial signal cosmologists are looking for at every frequency above eighty gigahertz and in every patch of sky. Its pattern on the sky is set by how loosely the interstellar filaments follow the field, and removing it rests on a bet that the clouds along each line of sight share one temperature.

Assumes Dust polarisation, Microwave background and Inflation.

An interstellar dust grain is elongated, and in the diffuse gas of the Galaxy it spins with its long axis across the local magnetic field. Starlight passing through a cloud of such grains is absorbed more strongly along the grains’ long axes, so it emerges polarised along the field. The grains also glow. They are heated by the starlight they absorb to about twenty kelvin, and they return that energy in the far infrared and millimetre, radiating most efficiently along their long axes — so the glow is polarised across the field, at right angles to the starlight’s. One grain population gives two perpendicular polarisations, and the direction of either one maps the field.

The glow is also the largest obstacle to one of the most sought measurements in cosmology. A background of gravitational waves from the first instant of the universe would leave, in the surface the background comes from, a faint twist in the polarisation of the microwave background — a curl-like pattern, called B-modes, that density fluctuations alone cannot make. Its amplitude is measured by the tensor-to-scalar ratio rr, and that ratio is an energy scale for inflation. The searches now under way aim at rr of a few thousandths. The Galaxy’s polarised dust, in the cleanest part of the sky anyone has measured, imitates about r=0.05r = 0.05 at the frequency most experiments use.

Polarised dust, synchrotron and the signal between them. The amplitude of B-mode polarisation at angular multipole 80, in microkelvin of CMB temperature on a logarithmic scale, against frequency from 20 to 450 GHz, for a patch of sky as clean as the cleanest large field observed. Dust is a modified blackbody with emissivity index 1.53 at 19.6 K, normalised to 4.6 µK² at 353 GHz; synchrotron falls as frequency to the power −3.1 in antenna temperature, normalised to an illustrative 1 µK² at 23 GHz. The horizontal lines are a primordial signal with tensor-to-scalar ratio 0.01, about 0.048 µK, and the lensing B-modes, about 0.071 µK. The foregrounds together are faintest at 81 GHz, at 0.038 µK, 0.8 times the signal. At 150 GHz the dust alone is 0.105 µK, the amplitude a tensor ratio of 0.046 would produce; at 353 GHz it is 2.23 µK, 47 times the signal. No frequency has the signal above the foreground.
Fig. 1 The B-mode amplitude at angular scales of about two degrees against frequency, in the cleanest large field observed. Dust is a modified blackbody at 19.6 K fitted to measurements; synchrotron from cosmic-ray electrons is drawn at roughly its upper limit in that field. The two cross near 80 GHz, where their sum is faintest — and even there it is about as bright as a primordial signal of r=0.01r = 0.01. At 150 GHz dust alone imitates r≈0.05r \approx 0.05; at 353 GHz it is nearly fifty times the signal.

The figure is the shape of the whole problem. At low frequencies the polarised sky is dominated by synchrotron radiation from cosmic-ray electrons spiralling in the same magnetic field, which falls steeply with frequency. At high frequencies it is dominated by dust, whose emission rises steeply toward its far-infrared peak. The microwave background, measured in its own temperature units, is flat across the whole range. So there is a window, between about seventy and a hundred gigahertz, where the foregrounds are faintest, and it is not a window through which the sky is clean. It is only the least bright of the frequencies at which the sky is too bright.

A spectrum measured to a few per cent

The dust’s frequency dependence is what makes the problem tractable at all. A grain population in equilibrium with the starlight around it emits a modified blackbody: a Planck function at the dust temperature, multiplied by a power of frequency that describes how the grains’ emissivity falls toward long wavelengths. Planck’s all-sky maps, which measured polarisation at seven frequencies from 30 to 353 GHz, fixed the polarised dust’s emissivity index at 1.53 and its temperature at 19.6 K, averaged over the high-latitude sky, with uncertainties of a few per cent.

That spectrum is steep. Between 150 and 353 GHz the dust’s polarised amplitude, in microwave-background temperature units, rises by a factor of about twenty. So a map at 353 GHz is almost pure dust: the primordial signal and the lensing B-modes — the same shear a million galaxies are averaged to see — are negligible there, and the dust is measured with a high signal-to-noise ratio. Scaled down by the known spectrum, it predicts the dust at 150 GHz, where the background is observed, and subtracting the prediction leaves the background. That is the method, and every current limit on rr relies on it, with the synchrotron removed the same way from maps at 23 to 40 GHz.

The retracted detection of 2014 was a measurement made at one frequency, without this lever. The polarised pattern at 150 GHz was real; its cause was dust, and only a second frequency could have said so. The combination of a ground-based 150 GHz map with Planck’s 353 GHz map showed that the whole signal was consistent with dust, and every result since has carried the dust in its model with its amplitude as a fitted parameter.

No patch is clean enough

The obvious remedy is to look where there is less dust, and experiments already do. The ground-based B-mode searches observe a field of a few hundred square degrees chosen for having some of the faintest dust emission on the sky. The question is how much fainter a field would need to be.

The tensor ratio a patch's dust imitates at 150 GHz. The tensor-to-scalar ratio that a patch's polarised dust would imitate at 150 GHz and multipole 80, on a logarithmic scale, against the patch's mean dust intensity relative to the cleanest large field yet observed. Polarised dust power has been measured to scale with intensity to the power 1.9, so the line has that slope. The reference field imitates r = 0.046. Reaching r = 0.01 would need a patch 0.45 as bright; r = 0.001, a patch 0.134 as bright — 7 times fainter in dust than the faintest field in which the measurement has been made. That field is already among the cleanest one per cent of the sky, and no patch that faint and that large exists. A search for primordial B-modes at the level now targeted is therefore a search conducted through the foreground, not around it.
Fig. 2 The tensor ratio a patch’s dust would imitate at 150 GHz, against the patch’s dust intensity relative to the cleanest large field observed, using the measured scaling of polarised dust power with intensity to the power 1.9. The reference field imitates r≈0.05r \approx 0.05. Reaching r=0.01r = 0.01 would need a patch with less than half its dust; reaching r=0.001r = 0.001, a patch with an eighth. No such patch of useful size exists.

The power 1.9 is itself a measurement. Planck compared the polarised dust power in many patches of high-latitude sky with each patch’s mean total intensity and found that one scales nearly as the square of the other, which is what would be expected if the polarisation fraction were roughly constant and the power went as the square of the amplitude. That scaling is what lets the chart be drawn: dust fainter by a factor of two gives B-mode power fainter by nearly four. It also says that the cleanest field is not an unusually quiet region of an otherwise bright sky. It is the faint end of a smooth distribution, and there is little room beyond it.

So the measurement at rr of a few thousandths will not be made around the dust. It will be made through it, with the dust subtracted to a precision of better than a tenth of itself. The precision of that subtraction, rather than the sensitivity of the detectors, is what the next decade of these experiments is designed around.

E over B is a measurement of the field

Any pattern of headless vectors on the sky can be split into two parts. E-modes are patterns in which the polarisation runs parallel or perpendicular to the direction in which its strength changes — radial and tangential patterns around a spot. B-modes are patterns in which the polarisation runs at forty-five degrees to that direction — pinwheels. Density fluctuations in the early universe produce only E-modes; gravitational waves produce both. That is why the search is for B.

Dust produces both too, and in a ratio that turns out to be a statement about the interstellar medium. Planck measured the dust’s power in E-modes to be about twice its power in B-modes, over the whole high-latitude sky and at every angular scale it could measure, from several degrees to about a third of a degree. The same analysis found the dust’s temperature anisotropy and its E-mode polarisation positively correlated, and B-mode power only slightly below half of E at every scale — a ratio stable enough to be used as a constant in foreground models. Nothing about dust grains requires that. A random pattern of headless vectors has equal E and B.

E over B, set by how well filaments follow the field. The ratio of E-mode to B-mode power in the polarised emission of a medium made of filaments, on a logarithmic scale, against the dispersion of the angle between each filament and the magnetic field it sits in. Dust emission is polarised across the field; a filament lying along the field therefore has its polarisation perpendicular to its length, a pure E-mode pattern, and a filament at 45 degrees to the field is a pure B-mode pattern. For Gaussian scatter of σ about alignment, E/B = (1 + e^(−8σ²))/(1 − e^(−8σ²)), checked here against 20,000 sampled filaments. Perfect alignment makes no B at all; random orientation makes E and B equal. The measured ratio for Galactic dust, about 2, corresponds to σ = 21 degrees: the diffuse interstellar medium's filaments follow its field, loosely.
Fig. 3 The ratio of E-mode to B-mode power a medium of filaments produces, against the scatter of the angles between each filament and its magnetic field. A filament lying along the field emits polarisation perpendicular to its length, a pure E pattern; one at forty-five degrees to the field is a pure B pattern. Perfectly aligned filaments make no B-modes at all, randomly oriented ones equal E and B. The measured ratio of about two corresponds to a scatter of about 21 degrees.

The explanation is structural. Maps of neutral hydrogen at high resolution show the diffuse interstellar medium as a web of thin filaments, and the filaments are preferentially aligned with the magnetic field that the dust polarisation traces. A filament along the field, with its emission polarised across the field and therefore across the filament, is an E-mode pattern: the polarisation is perpendicular to the direction along which the brightness changes most steeply. If every filament followed the field exactly, the dust would have no B-modes at all, and the foreground problem would be far easier. It follows loosely, with a scatter the ratio measures.

This is the same kind of inference the Davis–Chandrasekhar–Fermi method makes. There, the scatter of polarisation angles around a mean field — produced by turbulence bending the field lines — was turned into a field strength, because a stiffer field is bent less. Here, the scatter of filament directions around the field direction is turned into the foreground’s B-mode power, because a filament at an angle to the field has a component that is not E. The same physics, a turbulent medium threaded by a field stiff enough to organise it, sets both. The foreground that obscures the early universe carries in its E/B ratio a measurement of how strongly the Galaxy’s field shapes its gas, and the same maps show a positive correlation between dust temperature and E-mode polarisation that the filament picture predicts and a random field does not.

The bet in the extrapolation

The subtraction scales a 353 GHz map to 150 GHz by one spectrum. That assumes the dust on each line of sight has one spectrum, and it need not. A sight line out of the Galaxy crosses several clouds, and they can differ in temperature — a cloud near a bright star is warmer — and in the direction of their magnetic field. Their polarised emissions add as vectors, through the Stokes parameters QQ and UU, so the observed polarisation angle is a weighted average of the clouds’ field directions. The weights depend on frequency, because the warmer cloud’s emission peaks at a higher frequency and fades more slowly toward the millimetre.

A polarisation angle that turns with frequency. The polarisation angle of dust emission from a sight line through two clouds, against frequency from 30 to 900 GHz. One cloud is at 15 K with its field at 0 degrees, the other at 24 K with its field at 30 degrees, and the warmer carries 50 per cent of the polarised emission at 353 GHz; both have emissivity index 1.53. Stokes Q and U add, so the observed angle is a weighted mean of the two fields, and the weights change with frequency because the warmer cloud's emission peaks at a higher frequency. The angle is 18.8 degrees at 900 GHz, 15.0 at 353 and 13.8 at 150: it turns by 1.2 degrees between the frequency where dust is mapped and the frequency where the background is measured. A single cloud, or clouds sharing one temperature, would turn by nothing.
Fig. 4 The summed polarisation angle of a sight line through two clouds, one at 15 K with its field at 0 degrees and one at 24 K with its field at 30 degrees, equally bright in polarisation at 353 GHz. The angle lies between the two fields and turns with frequency: 15.0 degrees at 353 GHz, 13.8 at 150, a turn of 1.2 degrees between the frequency where the dust is mapped and the one where the background is measured.

A turn of a degree sounds negligible, and whether it is depends on the target. A map scaled from 353 GHz points in the 353 GHz direction; subtracting it from the 150 GHz sky leaves a residual whose size is twice the sine of the angle turned, whatever amplitude is used. The name for the effect is frequency decorrelation: the dust maps at two frequencies are not perfectly correlated, and the missing correlation is a residual no amplitude scaling can remove.

What is left after a 353 GHz dust map is scaled to 150 GHz. The fraction of the dust signal at 150 GHz left behind when a perfectly measured 353 GHz dust map is scaled down by the right amplitude and subtracted, for a sight line through two clouds of equal polarised brightness at 353 GHz, against the angle between their fields. Three temperature pairs are drawn: 17 and 21 K, 15 and 24 K, 13 and 28 K. Because the summed angle turns between the two frequencies, the scaled map points the wrong way and the residual is twice the sine of the angle turned. The horizontal line is the residual that would itself imitate a tensor ratio of 0.001 in the cleanest field, where the whole dust signal imitates about 0.05: 15 per cent. For the widest temperature contrast it is reached when the two fields differ by 51 degrees. The residual vanishes when the fields are parallel or the clouds share a temperature, and it climbs steeply as the fields approach perpendicular, where the two clouds' polarisations cancel and what is left is a small difference whose angle the temperatures decide.
Fig. 5 The fraction of the 150 GHz dust left after subtracting a perfectly measured, perfectly scaled 353 GHz map, for two equally bright clouds, against the angle between their fields, for three temperature contrasts. The dashed line is the residual that would itself imitate r=0.001r = 0.001 in the cleanest field: fifteen per cent of the dust. It is reached only for the widest contrast and fields more than about fifty degrees apart.

The figure’s honest reading is reassuring for current experiments and a warning for the next ones. For clouds whose temperatures differ by a few kelvin and whose fields differ by tens of degrees, the residual is a few per cent of the dust, which at rr of a few hundredths is harmless. It matters at the level the next experiments are designed for, and it grows steeply for sight lines where two bright clouds happen to have nearly perpendicular fields. Planck’s own tests found the correlation between its dust maps at 217 and 353 GHz consistent with perfect over most of the high-latitude sky, within uncertainties of about a per cent; studies of sight lines that cross two distinct hydrogen clouds at different velocities have found angles that differ with frequency in the way the two-cloud sum predicts. The extrapolation is a bet on the structure of the interstellar medium, and so far the medium has mostly paid out.

The defence the experiments are building is to stop relying on one lever. Measuring at many frequencies between 90 and 400 GHz lets the dust spectrum be fitted pixel by pixel, including a variation of temperature and emissivity index across the sky, and the residual from a real two-cloud sight line then shows up as a failure of the single-spectrum fit rather than as a false signal.

The same sky at the next target

The present limit is rr below about 0.036, and it was reached with the dust in the cleanest field imitating a signal slightly above that — a subtraction to about a factor of two. The experiments now observing aim at rr near 0.001, which is where the simplest inflation models with a large field predict a signal and below which a class of them is excluded. Redrawn for that target, the frequency picture changes in one important way and not in the obvious one.

Polarised dust, synchrotron and the signal between them. The amplitude of B-mode polarisation at angular multipole 80, in microkelvin of CMB temperature on a logarithmic scale, against frequency from 20 to 450 GHz, for a patch of sky as clean as the cleanest large field observed. Dust is a modified blackbody with emissivity index 1.53 at 19.6 K, normalised to 4.6 µK² at 353 GHz; synchrotron falls as frequency to the power −3.1 in antenna temperature, normalised to an illustrative 1 µK² at 23 GHz. The horizontal lines are a primordial signal with tensor-to-scalar ratio 0.001, about 0.015 µK, and the lensing B-modes, about 0.071 µK. The foregrounds together are faintest at 81 GHz, at 0.038 µK, 2.5 times the signal. At 150 GHz the dust alone is 0.105 µK, the amplitude a tensor ratio of 0.046 would produce; at 353 GHz it is 2.23 µK, 147 times the signal. No frequency has the signal above the foreground.
Fig. 6 The same foregrounds against a primordial signal of r=0.001r = 0.001, about 0.015 microkelvin at this scale. The foregrounds are unchanged; the signal is three times fainter in amplitude than the one drawn at the top. It now sits below the lensing B-modes by a factor of about five and below the faintest foreground frequency by a factor of more than two, and at 150 GHz the dust is seven times its amplitude, fifty times its power.

The obvious change is that the dust must be removed more precisely, by a factor of about fifty in power, which the multi-frequency fits are designed to deliver. The less obvious one is that the lensing B-modes, made when the background’s E-mode pattern is sheared by the matter in front of it, are now larger than the signal at every frequency, and they have exactly the background’s spectrum. No frequency lever touches them. They have to be subtracted by reconstructing the lensing from the same maps, or from the distribution of galaxies, and that reconstruction is degraded by the same dust — whose small-scale E and B modes leak into the lensing estimate. The foreground and the lensing are therefore not two separate problems at the next target. They share a residual, and the dust’s filamentary structure, which sets its small-scale power, is part of what decides how well the lensing can be removed.

That is where the E/B ratio stops being a curiosity. A foreground model that got the dust’s B-mode power right on large scales and wrong on small ones would pass every test at r=0.03r = 0.03 and fail at r=0.001r = 0.001, and the filament statistics are what fix the small-scale ratio. The interstellar medium’s geometry, measured from hydrogen and from starlight, enters the error budget of an experiment on inflation.

What the figures do not show

The amplitudes in the first figure are for one angular scale, around a multipole of 80, where the primordial signal from recombination peaks. The dust’s power falls slowly with multipole — as the multipole to the power −0.4-0.4 to −0.5-0.5, measured — and the lensing B-modes rise, so the relative sizes of the three curves depend on which scale is meant. The primordial and lensing levels drawn are the approximate values in the standard model at that scale, not a fit.

The synchrotron level is drawn at about its measured upper limit in the cleanest field and could be several times lower. Where it is lower, the cleanest frequency moves downward, toward sixty gigahertz, and the minimum becomes fainter; the conclusion that dust dominates above a hundred gigahertz does not change.

The two-cloud model is the simplest case of a real distribution. Real sight lines contain a continuum of gas at different temperatures and field directions, and the decorrelation of a continuum is smaller than that of two discrete clouds of equal brightness, because the angles partly average. The two-cloud figures are therefore close to the worst case for given temperature and angle contrasts, and they are drawn to show where the effect comes from rather than how large it is on the sky.

And none of the figures shows grains. The emissivity index, the temperature and the polarisation fraction are properties of a grain population — its composition, its sizes, how well it is aligned — and they are measured here only as the parameters of a spectrum. Whether the polarised and total emission come from the same grains, and whether the index changes with frequency in a way a single modified blackbody would miss, are open questions about the dust that bear directly on the extrapolation.

One population, two uses

Dust is always both instrument and nuisance. To a Galactic astronomer, the polarised glow is a map of the magnetic field threading every cloud in the sky, and its filaments, its E/B ratio and its correlation with hydrogen are measurements of how the field and the gas shape each other. To a cosmologist, the same glow is fifty times brighter than the signal, and every property that makes it informative — its steep spectrum, its filamentary structure, its dependence on the field’s direction along the line of sight — is a property that has to be modelled well enough to be removed.

The two readings are not in competition. The dust spectrum that makes the subtraction possible was measured by the same all-sky maps that measured the Galactic field, and the filament–field alignment that explains the E/B ratio was found by comparing those maps with hydrogen observed at radio wavelengths — the polarisation a photon count throws away, recovered at two ends of the spectrum at once. The better the Galaxy is understood as an object, the more precisely it can be removed as a foreground, and the B-mode searches have made polarised dust one of the best-measured components of the interstellar medium as a by-product of trying to see past it.

Still open: whether the grains that glow are the grains that align

Every step above treats the polarised emission as a fixed fraction of the total, with the fraction set by the field geometry. Planck measured a maximum polarisation fraction of about twenty per cent, in the most favourable geometry, and that number is a statement about the grains: it requires that a large part of the emitting mass be both elongated and well aligned. Whether the silicate and carbonaceous grains are aligned equally, and whether one of them glows unpolarised, changes the dust’s polarised spectrum relative to its total — and the ratio of polarisation in emission to polarisation in absorption, measured along the same sight lines to background stars, is the observation that separates the possibilities. It currently favours a single aligned population with both materials mixed, which is not what the older two-component grain models assumed.

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B-modesDust polarisationE-modesForeground removalGrain alignmentMagnetic fieldModified blackbodySynchrotron radiationTensor to scalar ratio