Baryon acoustic oscillations as standard rulers
Infer distance-to-ruler ratios from transverse and radial BAO while separating late-time geometry from early-time calibration.
On this page
The question for today
What you’ll understand
- Explain the drag-epoch sound horizon and its assumptions.
- Calculate transverse and radial distances from a calibrated comoving ruler.
- Identify what BAO constrain without an absolute ruler calibration.
The baryon acoustic feature is a statistical preferred separation in matter clustering, not a collection of identical individual rods. Before decoupling, coupled photons and baryons support sound waves; the resulting feature survives in the later matter distribution. Observations locate it using galaxy or absorption-field correlations and compare angles and redshift separations with a predicted comoving scale. We will distinguish the ratios that the survey measures from the early-universe model that assigns the ruler a length in megaparsecs.
A sound horizon carries early-universe assumptions
Define r d as the comoving distance traveled by sound before the baryon drag epoch. This epoch marks effective release of baryons from photon drag and differs from the photon last-scattering epoch used for the microwave acoustic angle. The integral depends on both the sound speed and expansion rate at early times. Baryon loading lowers the sound speed relative to a photon-only fluid, while extra radiation or altered recombination can change the calibration.
The ruler is commonly computed within a specified early-universe cosmology, with baryon and radiation densities constrained by other observations. A BAO distance expressed in megaparsecs inherits that calibration. Calling the measured feature a standard ruler does not make its absolute length independent of all cosmological physics. Reporting distance divided by r d retains the distinction and allows an alternative early-time model to be tested without pretending that its ruler is unchanged.
Separate transverse and radial measurements
For a sufficiently narrow redshift bin in an FLRW background, a transverse comoving separation equals D M times its angle. A radial comoving interval is approximately c times its redshift interval divided by H. Applying these relations to the acoustic feature gives two ratios: transverse comoving distance over r d, and the radial Hubble distance c over H divided by r d. The second is not H itself, so reciprocal conventions must be checked carefully.
Real analyses fit anisotropic correlation functions or power spectra using a fiducial distance-redshift conversion. Their fitted dilation parameters correct transverse and radial scales relative to that fiducial model and its chosen ruler. A spherically averaged measurement instead constrains a combination of radial and transverse distances, losing some anisotropic information. The simple small-separation equations below expose the geometry, but are not a replacement for the survey’s window-convolved likelihood or its broadband nuisance model.
The measured peak is processed by a survey
Nonlinear evolution and large-scale motions broaden and shift the acoustic feature. Reconstruction estimates some coherent displacements to sharpen it, using assumptions about bias, growth, and the observed density field. Calibration with simulations and scale cuts checks the remaining error. Smooth galaxy bias generally affects the broadband correlation more strongly than the oscillatory scale, but this useful robustness is not a license to ignore tracer selection, redshift errors, or nonlinear modeling.
A finite angular mask and radial selection function mix Fourier modes. Random catalogs represent the survey selection, while covariance includes sample variance and finite tracer density. Overlapping tracers and redshift bins can therefore be correlated even when their catalog labels differ. DESI’s dated 2024 BAO analysis explicitly reports ruler-relative distances and its modeling framework. Here we use synthetic narrow-bin measurements to isolate the distance conversion, with no claim that these numbers reproduce a particular observed bin.
Work it through
Read a transverse and radial ruler
In a synthetic narrow bin at z = 1, take r d = 150 Mpc, acoustic angle 0.05 radians, and radial separation Delta z = 0.05. Use c = 300000 km/s. Find D M, D H, H, and D A.
The transverse ratio gives . Because the ruler is comoving, this is D M rather than D A.
The radial ratio gives and hence .
Divide by one plus redshift to obtain . Before calibrating r d, the observations determined only .
The calibrated values are D M = D H = 3000 Mpc, H = 100 km/s/Mpc, and D A = 1500 Mpc.
The living notebook
Explore the model
Interactive lab · spectral
Resolve shorter spatial features
Reset, set Mode count N = 3 and Coefficient decay p = 1, and predict smallest retained wavelength 2π/3. For a fresh comparison Reset, set N = 6 and p = 1, and predict wavelength π/3 and highest-mode coefficient 1/6. Inspect the wavelength and coefficient readouts.
- Sum at x = π/2
- 0.867
- Smallest wavelength
- 2π / 5
- Highest-mode coefficient
- 0.2
A finite sum of sin(nx − t)/nᵖ. Playback changes t; increasing the cutoff includes finer spatial scales. This is not a proof about a continuum limit or renormalization. Parameter changes pause playback and recompute the model at the current elapsed time. Reset restores both parameters and returns time to zero. Playback starts paused. Adjust either parameter, then choose Play or Step.
Look forThis finite sine sum illustrates spatial scale and truncation. It contains neither the baryon transfer function nor a survey window, and playback shifts all modes with the same time phase rather than evolving cosmological sound waves.
Pause & reason
Check your understanding
Your turn
Try it yourself
A synthetic bin gives angle 0.04 radians and radial separation 0.03. First use r d = 120 Mpc and c = 300000 km/s to find D M and H. Then change only the assumed ruler calibration to 150 Mpc while preserving the measured ratios. What changes?
Take a moment to make a prediction or work it out on paper. Open a hint when you need one.
Give me a hint
Both distance estimates scale with the ruler; H scales inversely with the radial Hubble distance.
Compare with the solution
With the first calibration, and , giving H = 75 km/s/Mpc. Increasing the ruler by 150/120 gives and , hence H = 60 km/s/Mpc. The observed ratios remain 25 and 100/3. This is a calibration degeneracy, not a physical change to the measured galaxy catalog.
Keep the idea
Take it with you
- The drag-epoch ruler differs from the last-scattering sound horizon.
- Anisotropic BAO constrain transverse and radial distances relative to that ruler.
- Reconstruction, selection, window functions, and covariance remain part of the measurement.
Read further
Original sources and deeper explanations to follow at your own pace.
Optional progress, saved in this browser when available. Revisit any lesson at any time.
Lesson not marked complete.