Skip to content

Lensing, Clustering, and Gravitational Slip

Scrollable formula. Use Left and Right arrow keys to reveal hidden content.

Scrollable table. Use Left and Right arrow keys to reveal additional columns.

Scrollable figure. Use Left and Right arrow keys to inspect hidden content.

Nonrelativistic motion responds mainly to the Newtonian potential Ψ\Psi, while weak lensing responds to the Weyl combination Φ+Ψ\Phi+\Psi. Comparing clustering, velocities, and lensing can therefore test gravitational slip and the effective coupling to matter. The cancellation of galaxy bias in an ideal ratio is only approximate: redshift kernels, stochastic or scale-dependent bias, magnification, shear and redshift calibration, intrinsic alignment, nonlinear physics, and cross-survey covariance determine what is actually measured.

Required background. Probability and Statistical Inference supplies joint likelihoods, covariance, nuisance marginalization, and calibrated comparisons between correlated probes.

Helpful background. Weak-Field Gravity supplies the scalar-potential and gauge conventions; Relativistic Cosmology supplies lensing kernels and structure transfer functions; and Tests of Gravity supplies the operational distinction between a phenomenological coordinate and a theory.

Two potentials and two effective couplings

Section titled “Two potentials and two effective couplings”

Use conformal Newtonian gauge, a0=1a_0=1, conformal time τ\tau, and comoving spatial Fourier modes eik⋅xe^{i\mathbf k\cdot\mathbf x}:

ds2=a2(τ)[−(1+2Ψ)dτ2+(1−2Φ)dx2],ds^2=a^2(\tau)\left[-(1+2\Psi)d\tau^2 +(1-2\Phi)d\mathbf x^2\right],

For a late-time linear matter source, define

−k2Ψ=4πGa2μ(a,k)ρmΔm,η(a,k)=ΦΨ.-k^2\Psi=4\pi G a^2\mu(a,k)\rho_m\Delta_m, \qquad \eta(a,k)=\frac{\Phi}{\Psi}.

Light deflection is conveniently parameterized by

−k2(Φ+Ψ)=8πGa2Σ(a,k)ρmΔm,Σ=μ(1+η)2.-k^2(\Phi+\Psi) =8\pi G a^2\Sigma(a,k)\rho_m\Delta_m, \qquad \Sigma=\frac{\mu(1+\eta)}{2}.

Here ρm\rho_m is the background matter density and Δm\Delta_m its comoving density contrast. The symbol η\eta denotes slip, not conformal time. GR gives μ=η=Σ=1\mu=\eta=\Sigma=1 when the neglected species’ perturbations and anisotropic stress are negligible. Relativistic free-streaming species can produce slip even in GR. These definitions are convention-dependent: some sources invert the ratio or attach the modified coupling to Φ\Phi. Ishak’s Eqs. (86)–(91) present both Q,RQ,R and μ,η\mu,\eta bases, with Eq. (92) giving the conversion to Σ\Sigma Ishak 2019, §5.2, Eqs. (86)–(92). The ratio Φ/Ψ\Phi/\Psi is undefined at a zero of Ψ\Psi; a code should evolve potentials or nonsingular combinations there.

The distinction between the probes follows from their trajectories. Slow matter obeys u˙+Hu=−∇Ψ/a\dot{\mathbf u}+H\mathbf u=-\nabla\Psi/a. In the Born approximation in a spatially flat background, the weak-lensing convergence for sources at comoving distance χs\chi_s is

κ(n^)=12∫0χsdχ χ(χs−χ)χs∇⊥2(Φ+Ψ).\kappa(\hat n)=\frac12\int_0^{\chi_s}d\chi\, \frac{\chi(\chi_s-\chi)}{\chi_s} \nabla_\perp^2(\Phi+\Psi).

The potentials are evaluated along the unperturbed light ray and ∇⊥\nabla_\perp is a comoving transverse derivative. The geometric kernel weights foreground structures, so lensing measures a projected sum, not Φ\Phi at one point. Tomographic source bins and cross-correlations help locate that information in redshift Bartelmann and Schneider 2001, §6.1.

Cross-correlations and the E_G construction

Section titled “Cross-correlations and the E_G construction”

Galaxy positions trace b δmb\,\delta_m in the simplest deterministic linear model. Galaxy–galaxy lensing correlates that tracer with an integral of Φ+Ψ\Phi+\Psi, clustering measures approximately b2Pmb^2P_m, and redshift-space distortions constrain β=f/b\beta=f/b. Their ratio can reduce the leading bias dependence. A theoretical form of the statistic is

EG(k,z)=−k2(Φ+Ψ)3H02a−1f(z)Δm,E_G(k,z) =\frac{-k^2(\Phi+\Psi)} {3H_0^2a^{-1}f(z)\Delta_m},

where ff is the growth rate and the velocity-to-density relation uses the same growing matter mode. Substituting ρm=3H02Ωm0a−3/(8πG)\rho_m=3H_0^2\Omega_{m0}a^{-3}/(8\pi G) gives

EG(k,z)=Ωm0Σ(k,z)f(k,z).E_G(k,z)=\frac{\Omega_{m0}\Sigma(k,z)}{f(k,z)}.

It becomes Ωm0/f(z)\Omega_{m0}/f(z) in GR under the stated assumptions. This also shows why EGE_G alone is not a direct measurement of slip: both the lensing coupling and the growth response enter. Observational estimators replace the fields by projected galaxy–lensing and galaxy–velocity or clustering correlations. At matching redshift and scale, the numerator scales as bΣPmb\Sigma P_m, while βPgg=(f/b)b2Pm=fbPm\beta P_{gg}=(f/b)b^2P_m=fbP_m; the leading bPmbP_m cancels. Ishak derives the estimator, GR limit, and known projection and scale-cut qualifications Ishak 2019, §5.5, Eqs. (110)–(113).

Bias does not vanish automatically. Lensing and clustering samples have different redshift kernels; magnification changes observed counts; stochasticity breaks a single bb; intrinsic alignment contaminates shapes; and nonlinear bias and baryons alter small scales. The statistic also depends on the assumed Ωm0\Omega_{m0} and distance conversion. A scale-independent measurement can be shared by GR, smooth dark energy, and some modified-gravity models, while scale dependence can arise from survey effects as well as gravity.

For an angular data vector containing shear–shear, galaxy–shear, and galaxy–galaxy correlations, use

−2ln⁡L=(d−m)TC−1(d−m)+ln⁡det⁡(2πC).-2\ln\mathcal L =(\mathbf d-\mathbf m)^TC^{-1}(\mathbf d-\mathbf m) +\ln\det(2\pi C).

The model includes μ\mu and Σ\Sigma or a theory map, galaxy bias, intrinsic alignment, photometric-redshift shifts, multiplicative shear calibration, magnification, baryonic and nonlinear corrections, neutrino mass, masks, window functions, and scale cuts. A common sky makes cross-covariance mandatory. Priors and covariance estimates must be released with the data vector; multiplying separate lensing and clustering posteriors would double count shared modes.

At the evidence cutoff 2026-08-19, the worked example uses dataset version DES Year 3, with a public 3-by-2-point data vector, covariance, calibration, selection, and nuisance framework DES Collaboration 2022, §§II–IV and Tables I–II. The chapter overview distinguishes this reusable example from the newer DES Y6 analysis and its product-release statement. A baseline Λ\LambdaCDM or wwCDM likelihood must be extended and revalidated before its posterior can be interpreted as a constraint on flexible μ,Σ\mu,\Sigma. The named Planck 2018 likelihood adds CMB primary and lensing information with its own foreground and calibration model Planck Collaboration 2020, papers V, VI, and VIII. DESI DR2 geometry results help constrain the distance background; they are not themselves a lensing–clustering slip likelihood DESI Collaboration 2025–2026, official DR2 products.

Reproduction records the exact release, masks, tomographic samples, selection/completeness weights, redshift distributions, shear response, blinding state, data vector, covariance realization, theory and sampler code commits, scale cuts, priors, and convergence. GR synthetic data should recover unit slip; alternate redshift, alignment, baryon, bias, and covariance models should not create a spurious deviation.

Results and limitations through 2026-08-19

Section titled “Results and limitations through 2026-08-19”
Evidence or resultPosition supportedLimitation or counterevidence
DES Y3 public 3-by-2-point likelihoodJointly connects clustering and the Weyl potential with calibrated nuisance parametersPhoto-zz, shear, alignment, bias, baryons, nonlinear scales, and covariance limit interpretation
Planck legacy primary and lensing likelihoodsAnchors early fluctuations and adds an integrated lensing fieldForegrounds, reconstruction response, cosmological model, and overlap covariance enter
E_G-like ratiosReduce leading deterministic linear galaxy biasProjection, magnification, stochastic bias, scale cuts, and Ωm0\Omega_{m0} prevent exact cancellation

These releases provide the ingredients for a joint potential comparison, but a baseline cosmological fit is not already a measurement that η=1\eta=1. A slip result requires the actual modified-gravity parameterization, matter sector, priors, and scale validation used in the fit. An apparent slip can reflect modified gravity, anisotropic stress, redshift or shear calibration, bias evolution, baryonic modeling, or covariance error. Its physical interpretation remains model-dependent until those alternatives are distinguished for that likelihood and those scales.

An adversarial independent check generates common-sky GR mocks with μ=η=Σ=1\mu=\eta=\Sigma=1 and verifies recovery of unit slip, then injects a localized scale- and redshift-dependent slip. Repeating with independent theory codes and alternate bias, photo-zz, alignment, baryon, magnification, and scale-cut choices would distinguish a gravitational pattern from survey leakage. The bias-cancellation claim must be tested rather than assumed.

What could change the conclusion. The interpretation could change when a superseding shear, clustering, CMB-lensing, or spectroscopic overlap release changes calibration or covariance, or when validated nonlinear and baryonic models move the safe scale boundary.

At one scale and redshift, take Ωm0=0.3\Omega_{m0}=0.3, f=0.6f=0.6, and Σ=0.9\Sigma=0.9. Find EGE_G. Could the same EGE_G occur with Σ=1\Sigma=1, and would that determine η\eta?

Solution

The result is EG=0.3(0.9)/0.6=0.45E_G=0.3(0.9)/0.6=0.45. With Σ=1\Sigma=1, the same number follows from f=0.3/0.45=2/3f=0.3/0.45=2/3. Therefore the statistic alone does not distinguish a change in the lensing coupling from a change in growth. Nor does it determine slip: η=2Σ/μ−1\eta=2\Sigma/\mu-1 also requires μ\mu in the same convention and regime. These numbers are an algebraic example, not measured cosmological constraints.

  • DES Collaboration, “Dark Energy Survey Year 3 Results: Cosmological Constraints from Galaxy Clustering and Weak Lensing,” Physical Review D 105, 023520 (2022), DOI.
  • DESI Collaboration, “DESI DR2 Cosmology Results and Supporting Data Products,” official publication list and cosmology-chain release (2025–2026), DESI Data.
  • Matthias Bartelmann and Peter Schneider, “Weak Gravitational Lensing,” Physics Reports 340, 291–472 (2001), DOI.
  • Mustapha Ishak, “Testing General Relativity in Cosmology,” Living Reviews in Relativity 22, article 1 (2019), DOI.
  • Planck Collaboration, “Planck 2018 Results. V, VI, and VIII,” Astronomy & Astrophysics 641, A5, A6, and A8 (2020), official publication list.