Galaxies

A birth rate measured from light nothing young emitted

A star-formation rate is quoted in solar masses per year, and nothing in the measurement counts a star or weighs anything. What is measured is a luminosity produced by about one star in four hundred, and the conversion to a mass is an integral over a part of the mass function that no extragalactic observation reaches.

Assumes Star formation, Initial mass function and Extinction.

“This galaxy forms three solar masses of stars per year” is one of the most-quoted sentences in extragalactic astronomy, and almost nothing in it was measured.

What was measured is a flux — usually the Hα recombination line, or the ultraviolet continuum, or the far-infrared. Each of those is produced by stars in a particular mass range, and none of the ranges contains most of the mass — because most stars are small and most of the light is not, and the two facts are the same fact. The conversion from the one to the other is an integral over the initial mass function, extended down through masses that contribute nothing to the light being counted and are not observed in any galaxy but this one.

One star in 380 makes essentially all the ionising light. Three cumulative fractions against stellar mass, for a broken power-law initial mass function with slopes 1.3 and 2.3 breaking at 0.5 solar masses. Each curve says what share of one quantity is produced by stars heavier than the mass on the axis, and the three do not resemble one another. Only 0.41 per cent of the hydrogen-ionising photons come from stars below 15 solar masses, because the ionising output of a star climbs by five orders of magnitude between eight and twenty. One star in 380 is above that mass, and between them those stars hold 14 per cent of the mass. Those two numbers are the leverage in every star-formation rate quoted from an Hα line. What is measured is the light of a handful of very massive stars; what is reported is the mass of a whole population; and the number in between is an integral over a part of the mass function that no extragalactic observation reaches. The medians are marked but should be read with care, and the reason is visible in the curves: the mass-weighted median at 1.27 solar masses is a property of the population, while the light-weighted one at 58 is a property of where the plot stops — halving the upper mass limit moves it to 36. An integrand that rises with mass has its median wherever the axis ends.
Fig. 1 The leverage, drawn. Three cumulative fractions against stellar mass: the mass of a newly formed population, its bolometric light, and its hydrogen-ionising photons. Under half a per cent of the ionising photons come from stars below fifteen solar masses, because a star’s ionising output climbs by five orders of magnitude between eight and twenty. One star in about four hundred is above that mass, and between them those stars carry fourteen per cent of the mass. What is measured is the light of the few hundredth; what is reported is the mass of the whole.

None of this is a criticism of the practice. A rate quoted this way is reproducible, comparable between galaxies, and correct to within a factor that is known and roughly constant. What it is not is a measurement of a mass, and the difference matters whenever the conversion factor is the thing that varies.

What each indicator counts

The three standard indicators do not measure the same thing, and their differences are as useful as their agreement.

Hα. Massive stars ionise the gas around them; the gas recombines; and a fixed fraction of recombinations produce an Hα photon. The line luminosity is therefore proportional to the rate at which ionising photons are being produced, which is proportional to the number of stars above about fifteen solar masses. Those stars live under ten million years, so Hα measures the star-formation rate now — averaged over about ten million years and no longer.

The ultraviolet continuum, at around 1,500 ångströms, comes from stars above about three solar masses, which live for a few hundred million years. So it measures a longer average.

The far infrared measures the absorbed bolometric output of the whole population, reprocessed by dust, and its timescale depends on which stars are supplying the heating — which is to say it depends on the dust geometry. In a young star-forming region the heating is entirely from massive stars and the timescale is short; in a quiescent disc the general stellar population heats the dust, and the far-infrared luminosity has almost nothing to do with recent star formation at all. That component is called the cirrus, it can be most of a quiescent galaxy’s infrared output, and separating it is a persistent difficulty.

A fourth indicator avoids dust entirely and is worth mentioning for the contrast. The radio continuum from a star-forming galaxy comes from synchrotron emission by cosmic rays accelerated in supernova remnants, so it counts massive stars a few tens of millions of years after they formed. It is transparent, it correlates with the far infrared to a remarkable tightness across five orders of magnitude, and nobody has a fully satisfying account of why the correlation is so good — which is a reason to use it and a reason to be careful.

One population, three integrals, two ends. The same mass function weighted three ways, each normalised so that the area under it is one, against mass on a logarithmic axis — so a share of the page is a share of the total. The light is a zero-age population's, every star still on the main sequence, which is the only age at which the top of the range is present at all. The steep curve on the left is the number of stars, which peaks at 0.08 M☉ and falls away because the function is steeper than m⁻¹; the middle one is the mass they carry; the one on the right is the light they emit, computed from this file's own main-sequence relation and peaking at 55.0 M☉ — 682 times further up the axis. The population that is counted and the population that is seen are two different populations. Above 8 M☉ there are 0.63% of the stars, 21% of the mass and 99% of the light. The slopes are α = 1.3 above 0.08 M☉, α = 2.3 above 0.5 M☉, and the low-mass end is where the honesty runs out: it has never been measured in another galaxy, and every mass inferred from a luminosity assumes it.
Fig. 2 One population, three integrals. The number of stars is dominated by the smallest, the mass by stars near a solar mass, and the light by the very largest — three quantities computed from one distribution, weighted differently, and peaking decades apart. Every indicator in this essay is one of these integrals, and the conversion factor between any two of them is set entirely by the shape of the function being integrated.
The fraction contributed by everything heavier than a given mass. Cumulative shares of number, mass and light above each mass, from the same function, for a population whose stars are all still on the main sequence. Half the stars are heavier than 0.24 M☉ and half the light comes from stars heavier than 57.9 M☉ — a factor of 244 between the two medians, in one population. The mass-to-light ratio of the whole is 0.00048 in solar units, and it is that number, not any star's, that turns a galaxy's brightness into a mass. The three curves cross nothing and separate everywhere, which is why "a typical star" is a phrase with three different answers. What the figure assumes and cannot check is that the function is universal: it is measured in the solar neighbourhood and in a handful of clusters, and applied to galaxies at redshift 6.
Fig. 3 The same function read cumulatively: for every mass on the axis, what share of the number, the mass and the light comes from stars heavier than it. Half the stars are heavier than 0.24 solar masses and half the light comes from stars heavier than 58 — a factor of 244 between the two medians in one population, and the reason a conversion factor is needed at all. The rate the astronomer wants is on the mass curve and the photons arrive from the light curve, and the two curves are separated by more than two decades everywhere it matters.

The conversion, and what is inside it

Turning a luminosity into a rate requires knowing how much light a population of a given total mass produces, which requires a model of a population.

That model — stellar population synthesis — takes an initial mass function, a set of evolutionary tracks, and a set of model atmospheres, and computes the spectrum of a coeval population as a function of age. Integrating over a constant star-formation history gives a steady-state luminosity per unit rate, and that number is the calibration constant.

The calibration constant is therefore a piece of theory, not a piece of data, and it has changed by tens of per cent over the decades as the ingredients were revised. A quoted star-formation rate carries the vintage of the population-synthesis model that produced it, and comparing numbers from papers twenty years apart without checking is comparing two different quantities.

Every ingredient of it is uncertain, and one of them is unmeasurable. The evolutionary tracks for massive stars depend on rotation, on mass loss and on binary interaction, all of which are active research problems. The atmospheres of hot stars are complicated by winds. And the mass function below about half a solar mass, which contains a third of the mass and none of the light, cannot be observed in any galaxy where the stars are not individually resolved.

There is a further dependence that is easy to miss, because it does not appear in the calibration constant as a stated ingredient at all. A massive star’s ionising output is set by its surface temperature, and a metal-poor star of a given mass is hotter and more compact than a metal-rich one — its envelope is less opaque and its wind strips less of it away. So the number of hydrogen-ionising photons produced per solar mass of stars formed rises as the metallicity falls, by something like a factor of two between solar metallicity and a tenth of it, and by more at the extremes reached in the most metal-poor dwarfs.

The consequence is that one calibration applied across a sample converts light into mass at the wrong rate for the metal-poor members of it, always in the same direction: it overstates their star-formation rate, because it credits them with the number of massive stars that solar-metallicity stars would have needed to produce the photons observed. Dwarf galaxies are the metal-poor population, so the systematic is not scattered through the sample but concentrated in one corner of it.

That is the same corner in which the next section’s disagreement lives, and the two effects point opposite ways: a metallicity too low for the calibration inflates the Hα rate, while a burst caught after its peak deflates it. Anything measuring the deficit is measuring their difference, which makes the observed deficit a lower bound on the burstiness rather than a measurement of it.

One star in 1741 makes essentially all the ionising light. Three cumulative fractions against stellar mass, for a broken power-law initial mass function with slopes 1.3 and 2.7 breaking at 0.5 solar masses. Each curve says what share of one quantity is produced by stars heavier than the mass on the axis, and the three do not resemble one another. Only 0.70 per cent of the hydrogen-ionising photons come from stars below 15 solar masses, because the ionising output of a star climbs by five orders of magnitude between eight and twenty. One star in 1741 is above that mass, and between them those stars hold 4 per cent of the mass. Those two numbers are the leverage in every star-formation rate quoted from an Hα line. What is measured is the light of a handful of very massive stars; what is reported is the mass of a whole population; and the number in between is an integral over a part of the mass function that no extragalactic observation reaches. The medians are marked but should be read with care, and the reason is visible in the curves: the mass-weighted median at 0.61 solar masses is a property of the population, while the light-weighted one at 53 is a property of where the plot stops — halving the upper mass limit moves it to 34. An integrand that rises with mass has its median wherever the axis ends.
Fig. 4 What a plausible change to the mass function does. Steepening the high-mass slope from 2.3 to 2.7 — a change well within what the local measurements allow — makes massive stars rarer, so one star in seventeen hundred rather than one in four hundred is above the ionising threshold. Every Hα star-formation rate in the literature moves by the corresponding factor, in the same direction, at once. A systematic that is common to every measurement is invisible in every comparison between measurements, which is why the mass function’s uncertainty rarely appears in a quoted error bar and always belongs there.
The fraction contributed by everything heavier than a given mass. Cumulative shares of number, mass and light above each mass, from the same function, for a population whose stars are all still on the main sequence. Half the stars are heavier than 0.22 M☉ and half the light comes from stars heavier than 53.4 M☉ — a factor of 242 between the two medians, in one population. The mass-to-light ratio of the whole is 0.0020 in solar units, and it is that number, not any star's, that turns a galaxy's brightness into a mass. The three curves cross nothing and separate everywhere, which is why "a typical star" is a phrase with three different answers. What the figure assumes and cannot check is that the function is universal: it is measured in the solar neighbourhood and in a handful of clusters, and applied to galaxies at redshift 6.
Fig. 5 What steepening the upper slope from 2.3 to 2.7 does to the same three shares. The medians barely move — 0.22 against 0.24 solar masses for the number, 53 against 58 for the light — because both are set by where the curves cross a half and the crossings are far apart. What moves by a factor of four is the mass-to-light ratio of the whole, from 0.00048 to 0.0020. The conversion factor is not read off a median; it is an integral, and integrals over a power law are set by the exponent rather than by the middle of the range. That is why a rate quoted from a luminosity carries the assumed slope with it whether or not the paper says so.

Dust, which is not a correction

The ultraviolet indicator has a difficulty the others do not: a large and variable fraction of the light it counts never escapes. The modern practice is to measure both and add them, which is a genuine improvement over correcting one with an assumed attenuation law. It works because the infrared side is nearly assumption-free — absorbed energy has only one place to go — while a correction applied to the ultraviolet depends on the geometry of the dust rather than on any property of the galaxy.

For the most vigorous star-forming galaxies over ninety per cent of the light has been reprocessed, so the ultraviolet measurement is a measurement of a residue. For dwarf galaxies with little dust the reverse holds and the infrared is negligible. Neither regime is a correction to the other.

The number that comes out, and its shape across cosmic time

The single most-used product of all this machinery is the star-formation history of the universe: the rate per unit comoving volume, plotted against redshift.

Its shape is well established and slightly surprising. The rate rises from the present day back to a redshift of about two, peaks there at roughly ten times the present value, and declines beyond — so most of the stars now in existence formed between about eight and eleven billion years ago, and the universe has been winding down for the whole of the second half of its life.

That curve is assembled from ultraviolet surveys at high redshift, infrared and submillimetre surveys at intermediate redshift, and Hα and radio work nearby, each with its own calibration and its own obscuration correction. The agreement between the methods where they overlap is at the level of a factor of about two, which is both a genuine achievement and a fair statement of how well the quantity is known.

The peak is the part that most depends on the machinery. It sits at exactly the redshift where obscuration is worst and where the ultraviolet alone would give a much lower answer, so its height is essentially a statement about how well the reprocessed component has been recovered. The shape either side is more robust than the amplitude.

Why the indicators disagree, and what the disagreement measures

Comparing indicators on the same galaxies produces a systematic pattern: the ratio of Hα to ultraviolet falls in low-mass galaxies. For years that was treated as a calibration problem. It is now generally read as a physical result.

The alternative readings were checked and did not survive. A varying mass function would produce the pattern, and would also produce a corresponding pattern in the ionised gas’s own diagnostics, which is not seen. A dust-correction error would produce it, and would depend on inclination, which it does not.

If star formation happens in bursts rather than steadily, then an indicator averaging over ten million years and one averaging over three hundred report different things, and the distribution of their ratio across a population measures how bursty the star formation is. A galaxy massive enough to contain many independent star-forming regions averages over them and looks steady; a dwarf galaxy with a handful does not.

The one integral that ages. Mass-to-light ratio against age for a population formed in a single burst with this mass function, on logarithmic axes. Nothing about the mass function changes along this curve — what changes is which stars are still on the main sequence, and the light integral is dominated by exactly the stars that leave it first. From 0.0085 at a million years to 11 at 13.0 Gyr, a factor of 1341. The marked ages carry their turnoff masses: 10 Myr at 14 M☉, 100 Myr at 5.5 M☉, 1 Gyr at 2.2 M☉, 10 Gyr at 1.0 M☉. A galaxy's mass is inferred from its light through this number, so a mass is an age assumption before it is a measurement — and the mass here is the initial mass, remnants included at their birth weight, which is the approximation this figure makes.
Fig. 6 The ageing curve computed with the steeper upper slope. It runs from 0.0085 at a million years to 11 at thirteen billion, a factor of 1,341, where the standard slope gives 0.0029 to 15 and a factor of 5,323. A population with fewer massive stars starts dimmer per unit mass and ends at nearly the same place, because what it ends at is set by the low-mass stars that both functions share. Almost all of the sensitivity to the slope is in the first hundred million years — which is exactly the window the ultraviolet and Hα indicators measure in, and exactly why they carry the assumption and the older tracers do not.

The same reading applies to a puzzle at the other end of the mass scale. Galaxies at high redshift with apparently enormous rates are often found to have modest gas reservoirs, which would give them lifetimes of tens of millions of years — and that is only a paradox if the rate is a steady state. Read as the peak of a burst caught at maximum, with the gas depleting rapidly, it is not.

So a nuisance became an instrument. The scatter between two indicators, which had been an embarrassment, is a measurement of the duty cycle of star formation in systems too distant to resolve.

The one integral that ages. Mass-to-light ratio against age for a population formed in a single burst with this mass function, on logarithmic axes. Nothing about the mass function changes along this curve — what changes is which stars are still on the main sequence, and the light integral is dominated by exactly the stars that leave it first. From 0.0029 at a million years to 15 at 13.0 Gyr, a factor of 5323. The marked ages carry their turnoff masses: 10 Myr at 14 M☉, 100 Myr at 5.5 M☉, 1 Gyr at 2.2 M☉, 10 Gyr at 1.0 M☉. A galaxy's mass is inferred from its light through this number, so a mass is an age assumption before it is a measurement — and the mass here is the initial mass, remnants included at their birth weight, which is the approximation this figure makes.
Fig. 7 The underlying reason it works: only some integrals over the population age. The number of low-mass stars accumulates and never declines, while the ionising output of a burst collapses within ten million years as the massive stars die. Two integrals over one distribution, one of which has a memory and one of which does not.

A second way to make the same deficit

Burstiness is one reading of the falling ratio and it is not the only one that survives the checks above. The other is a statistical property of the mass function itself, and at low rates it is not optional.

A galaxy forming stars at a hundredth of a solar mass per year has produced a hundred thousand solar masses of stars within the ten-million-year window Hα responds to. One star in four hundred is above the ionising threshold by number, and the threshold stars are rare enough by mass that a hundred thousand solar masses contains only a few dozen of them. A few dozen is not a large number, and the ionising output within that few dozen is dominated by its largest two or three — so the Hα luminosity of such a galaxy is set by a handful of objects drawn at random from a steep distribution.

Drawn at random, that quantity has a distribution rather than a value, and the distribution is strongly skewed. Most draws fall below the mean; the mean is carried by the uncommon draw that happens to contain a very massive star. A survey measuring many such galaxies therefore recovers something near the median rather than the mean, and the median is the lower of the two. The ultraviolet, counting stars down to three solar masses and averaging over thirty times as long, is sampled well enough that the same effect is negligible.

The two explanations predict different things and are separated on those predictions rather than on plausibility. Sampling predicts a scatter that grows as the rate falls in a computable way, and a ceiling — no galaxy can produce more ionising photons than a fully sampled population of its rate would give. Burstiness predicts excursions in both directions, including galaxies caught mid-burst with more Hα than their ultraviolet permits. Those over-luminous outliers are observed, which is the evidence that burstiness is real; the skew of everything else is the evidence that sampling matters as well.

Both act on the same conversion, and both are largest exactly where the resolved checks of the next section cannot reach.

The practical response has been to stop quoting a rate for an individual faint galaxy at all, and to quote the distribution for a population instead. That is an honest retreat: the quantity the light constrains is a distribution, and a single number extracted from it was never the measurement, only its most convenient summary.

One star in 416 makes essentially all the ionising light. Three cumulative fractions against stellar mass, for a broken power-law initial mass function with slopes 1.3 and 2.3 breaking at 0.5 solar masses. Each curve says what share of one quantity is produced by stars heavier than the mass on the axis, and the three do not resemble one another. Only 0.74 per cent of the hydrogen-ionising photons come from stars below 15 solar masses, because the ionising output of a star climbs by five orders of magnitude between eight and twenty. One star in 416 is above that mass, and between them those stars hold 11 per cent of the mass. Those two numbers are the leverage in every star-formation rate quoted from an Hα line. What is measured is the light of a handful of very massive stars; what is reported is the mass of a whole population; and the number in between is an integral over a part of the mass function that no extragalactic observation reaches. The medians are marked but should be read with care, and the reason is visible in the curves: the mass-weighted median at 1.18 solar masses is a property of the population, while the light-weighted one at 43 is a property of where the plot stops — halving the upper mass limit moves it to 22. An integrand that rises with mass has its median wherever the axis ends.
Fig. 8 The same three cumulative fractions with the upper mass limit cut from a hundred solar masses to sixty — a change that touches one star in several thousand. One star in 416 is above fifteen solar masses here against one in 380 before, and the share of ionising photons from below fifteen solar masses rises from 0.41 per cent to 0.74 — nearly doubling, on a change to the rarest stars in the function. That is the whole effect, and it is the point: the ionising output is dominated by the most massive stars present, so it depends on where the function is cut off, and the cut-off is the least well measured part of it. An Hα rate is a statement about the top of the mass function first and about the rate second.

The one place the whole chain can be checked

There is exactly one setting in which a star-formation rate can be measured without any of this machinery: a region close enough that the individual stars are resolved and counted.

In nearby star-forming regions the young stars can be identified, placed on a colour–magnitude diagram, assigned masses from evolutionary tracks, and counted — so the mass in young stars is measured rather than inferred, and the mass function is observed down to the hydrogen-burning limit rather than assumed. Doing the same on the integrated light of the same region and comparing is the only end-to-end test the method has.

The tests that have been done broadly agree, at the level of tens of per cent, which is reassuring and is a weaker statement than it sounds. The nearby regions where the comparison is possible are all in this galaxy, at roughly solar metallicity, forming stars at modest rates. They do not test the regime the calibration is mostly used in — metal-poor dwarfs, and starbursts a thousand times more intense — and there is no prospect of testing it there directly.

So the conversion is calibrated where it is least needed and applied where it cannot be checked. That is not unusual in this subject; it is the same structure as a distance ladder, where each rung is calibrated on the one below and the extrapolation is where the interest lies. The discipline is the same too: state the assumption, and quote the number that would move if it were wrong.

What the rate is then used for

The rate is rarely wanted for its own sake. It is wanted as one side of a comparison. A last point about the conversion, because it is the one most often left implicit. Every number in this chain is a mean over an assumed population, and the population that a particular galaxy actually formed is a draw from it. For a galaxy forming stars at a solar mass a year the draw is large enough that the mean is the answer; for one forming stars at a thousandth of that, the same mean is a statement about an ensemble the galaxy is a single member of. The conversion factor does not become wrong at low rates — it becomes a distribution, and quoting its centre as though it were a measurement is the error the next section is about.

Where the picture stops

The mass function may not be universal. Everything above assumes one initial mass function everywhere. There is now reasonable evidence that the most massive early-type galaxies have a bottom-heavy one and that extreme starbursts may have a top-heavy one, and if either is right then rates measured in those systems are wrong by factors, in opposite directions.

Binaries change the massive-star output substantially. A large fraction of massive stars exchange mass with a companion, which strips envelopes, spins up the accretor and produces hot stripped stars that are strong ionising sources long after a single-star model says the ionising output should have ceased. Population synthesis including binaries gives noticeably different calibrations, and which to use is not settled.

The rate is an average and the object is not homogeneous. Every number here is integrated over a whole galaxy, and a galaxy is a set of regions with different gas densities, different metallicities and different dust geometries. A single rate for an object thirty kiloparsecs across is a statistic in the same sense that a mean opacity is a statistic — useful, and weighted in a way that has to be remembered.

And the escape fraction is not zero. The Hα method assumes every ionising photon is absorbed by gas in the galaxy and converted. Some escape, and some are absorbed by dust before reaching any hydrogen — both of which make the rate an underestimate by an amount nobody can measure directly for an individual galaxy.

One more upper limit shows how much of the ionising budget rests on stars nobody has counted.

One star in 360 makes essentially all the ionising light. Three cumulative fractions against stellar mass, for a broken power-law initial mass function with slopes 1.3 and 2.3 breaking at 0.5 solar masses. Each curve says what share of one quantity is produced by stars heavier than the mass on the axis, and the three do not resemble one another. Only 0.29 per cent of the hydrogen-ionising photons come from stars below 15 solar masses, because the ionising output of a star climbs by five orders of magnitude between eight and twenty. One star in 360 is above that mass, and between them those stars hold 17 per cent of the mass. Those two numbers are the leverage in every star-formation rate quoted from an Hα line. What is measured is the light of a handful of very massive stars; what is reported is the mass of a whole population; and the number in between is an integral over a part of the mass function that no extragalactic observation reaches. The medians are marked but should be read with care, and the reason is visible in the curves: the mass-weighted median at 1.38 solar masses is a property of the population, while the light-weighted one at 76 is a property of where the plot stops — halving the upper mass limit moves it to 58. An integrand that rises with mass has its median wherever the axis ends.
Fig. 9 The ionising output with the mass function extended to two hundred solar masses. One star in three hundred and sixty produces essentially all of it, and moving the upper limit moves that fraction — so the calibration between an ionising flux and a star-formation rate depends on the rarest stars in the population.

Where this ladder goes next

Later rungs on this anchor: population synthesis in detail, and how much of the calibration is stellar physics rather than statistics; the burstiness measurement and what the indicator-ratio distribution says about the duty cycle; radio continuum and X-ray indicators, which avoid dust entirely and introduce their own assumptions; the initial mass function’s universality and the evidence against it; and the resolved measurements in the Local Group, which are the only place any of these conversions can be checked star by star.

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.

BurstinessCalibration factorDust correctionIndicator timescaleInitial mass functionIonising photonsThe Kennicutt–Schmidt lawObscured star formationRecombination lineSpecific star formation rateStar formation rateStellar population synthesis