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Scientific Reports logoLink to Scientific Reports
. 2022 Nov 22;12:20113. doi: 10.1038/s41598-022-24608-5

The Hubble constant troubled by dark matter in non-standard cosmologies

J S Alcaniz 1, J P Neto 2,3,4, F S Queiroz 3,4,5, D R da Silva 6,, R Silva 4
PMCID: PMC9684474  PMID: 36418495

Abstract

The Standard Cosmological Model has experienced tremendous success at reproducing observational data by assuming a universe dominated by a cosmological constant and dark matter in a flat geometry. However, several studies, based on local measurements, indicate that the universe is expanding too fast, in disagreement with the Cosmic Microwave Background. Taking into account combined data from CMB, Baryon Acoustic Oscillation, and type Ia Supernovae, we show that if the mechanism behind the production of dark matter particles has at least a small non-thermal origin, one can induce larger values of the Hubble rate H0, within the ΛCDM, to alleviate the trouble with H0. In the presence of non-standard cosmology, however, we can fully reconcile CMB and local measurements and reach H0=70–74 km s-1Mpc-1.

Subject terms: Cosmology, Dark energy and dark matter, Early universe, Particle astrophysics

Introduction

The standard ΛCDM describes an accelerated expansion of the universe that is currently dominated by dark matter and a cosmological constant, and from small density perturbations powered by inflation explain the formation of structures in the universe. This simple scenario has experienced a great concordance with cosmological data1. One of the pillars of the ΛCDM model is the Cosmic Microwave Background (CMB), which acquired unprecedented precision with the Planck mission2. The CMB stands for the photons from the early universe that traveled long distances after their decoupling from the thermal bath carry information from the early universe, but which is also impacted by late-time universe physics as they propagate to us. The CMB features a near perfect black-body spectrum. The information encoded in the CMB data from polarization, temperature, and lensing is typically interpreted in terms of a standard spatially-flat 6-parameter ΛCDM cosmology. Planck satellite data3 of the Cosmic Microwave Background (CMB) anisotropies, combined with Atacama Cosmology Telescope4, and South Pole Telescope5 observations have confirmed that the ΛCDM model offers the best description of the universe, but at the same time gave rise to hints of physics beyond the ΛCDM. The most statistically significant anomaly relies in the Hubble constant H06. The Hubble constant H0 is the present expansion rate defined as H0=H(z=0) with H=a-1dadt, where a-1=1+z.

In other words, the Hubble rate problem concerns about the discrepancy between the Hubble rate inferred from the CMB data and the one obtained from local measurements. In particular, Planck collaboration fits the CMB data using a 6 parameters model based on the ΛCDM cosmology, and from this fit infered (model-dependent) Hubble constant to be H0=67.27±0.6km s-1Mpc-13, whereas local measurements favor larger values that range from H0=71.8km s-1Mpc-1 up to H0=77km s-1Mpc-1, depending on the dataset used7. We will adopt a more conservative value H0=73.2±1.3km s-1Mpc-18 as a reference.

Several proposals have been put forth concerning the Hubble rate problem911, but in the realm of particle physics they typically rely on new interactions involving the Standard Model (SM) neutrinos or decaying dark matter models12. In this work, we take a different route, and introduce a non-thermal production mechanism of dark matter to increase the relativistic degrees of freedom and consequently raise H013,14.

The idea consist of invoking a non-thermal dark matter production via the decay χχ+ν, where χ is stable and reproduces the correct dark matter relic density indicated by Planck collaboration3. We will assume that mχmχ, thus the dark matter particle will be relativistic at first but as the universe expands it cools and becomes a standard cold relic at the matter-radiation equality for structure formation purposes. If a large fraction of the overall dark matter abundance comes from the decay of χ, the change in the matter power spectrum is sufficiently large, in disagreement with Lyman-α observations15. This fact is also important to avoid conflict with structure formation16. We will assume throughout that just a fraction of the dark matter abundance stems from this mechanism. We will carry out study in a model independent way. Because a fraction of dark matter particles were relativistic, they will mimic the effect of extra dark radiation, i.e relativistic degrees of freedom, Neff. As the Hubble constant inferred from CMB observations is positively correlated with Neff, an increase in Neff translates into a larger H0.

In the past years, this relation between H0 and Neff has been explored within the ΛCDM model. However, recent studies show that one cannot find sufficiently larger values of H0 in agreement with local measurements via Neff12. Physics beyond the ΛCDM is needed. Having that in mind, we use combined data from Planck, BAO and Supernovae IA observations to determine what is the region of parameter in which our mechanism can increase H0 and reconcile CMB and local measurements. It will be clear later on, that χ cannot be any particle, it ought to be a cold dark matter particle that reproduces well the cosmological data. In this way, our solution to H0 is tied to dark matter, conversely to hidden neutrino interactions. The neutrino appearing in the final state in the χχ+ν decay is merely a choice, and it does not impact our overall conclusions. One could replace the neutrino by a photon or any other particle from the Standard Model of particle physics.

This work is structured as follows: We start by reviewing theoretical aspects of the mechanism; later we show that without non-standard cosmology, one cannot find values of H0 large than 70km s-1Mpc-1; further we exhibit the region of parameter in which we can reconcile CMB and local measurements of H0; lastly take into account Big Bang Nucleosynthesis and CMB constraints on energy injection episodes and draw our conclusions.

Dark matter particles as the source of dark radiation

We show how this non-thermal dark matter production mechanism can source dark radiation and solve the H0 problem. We remind that the radiation density (ρrad) is determined by the photon’s temperature (T) and the relativistic degrees of freedom (g), i.e.,

ρrad=π230gT4. 1

In a radiation-dominated universe phase where only photons and neutrinos are ultrarelativistic the relation between photons and neutrinos temperature is (4/11)1/3. As photons have two polarization states, and neutrinos are only left-handed in the standard model (SM); therefore, we write g in the following way,

g=2+744114/3Neff. 2

where Neff is the effective number of relativistic neutrino species, where in the ΛCDM is Neff=3.

In a more general setting there could be new light species contributing to Neff, or some new physics interactions with neutrinos that will alter the neutrino decoupling temperature, or as in our case, some particles mimicking the effects of neutrinos. As we are trying to raise H0 by increasing Neff, ΔNeff tell us how much extra radiation we are adding to the universe via our mechanism. In other words,

ΔNeff=ρextraρ1ν. 3

where ρ1ν is the radiation density generated by an extra neutrino species.

Hence, in principle, we may reproduce the effect of an extra neutrino species by adding any other kind of radiation source. Calculating the ratio between one neutrino species density and cold dark matter density at the matter-radiation equality (t=teq) we get,

ρ1νρDMt=teq=Ων,0ρc3aeq4×ΩDM,0ρcaeq3-1=0.16. 4

where we used Ων,0=3.65×10-5, ΩDM,0=0.265 and aeq=3×10-417.

The above equation tells us that one extra neutrino species represents 16% of the dark matter density at the matter-radiation equality. Assuming χ is produced via two body decays of a mother particle χ, where χχ+ν. In χ resting frame, the 4-momentum of particles are,

pχ=mχ,0,pχ=E(p),p,pν=p,-p.

Therefore, the 4-momentum conservation implies,

Eχ(τ)=mχmχ2mχ+mχ2mχmχγχ(τ), 5

where τ is the lifetime of the mother particle χ. We highlight that we will adopt the instant decay approximation.

Using this result and the fact that the momentum of a particle is inversely proportional to the scale factor, we obtain,

Eχ2-mχ2=pχ21a2Eχ2(t)-mχ2a2(t)=Eχ2(τ)-mχ2a2(τ)Eχ(t)mχ=1+a(τ)a(t)2γχ2(τ)-11/2γχ(t).

We are considering that the universe is in radiation domination phase, where a(τ)/a(t)=τ/t. In this way, the dark matter Lorentz factor becomes,

γχ(t)=(mχ2-mχ2)24mχ2mχ2τt+1. 6

In the nonrelativistic regime, mχ is the dominant contribution to the energy of a particle. Thus, rewriting the dark matter energy we find,

Eχ=mχγχ-1+mχ.

Hence, in the ultrarelativistic regime mχγχ-1 dominates. Consequently, the total energy of the dark matter particle can be written as,

EDM=NHDMmχγχ-1+NCDMmχ.

Here, NHDM is the total number of relativistic dark matter particles (hot particles), whereas NCDM is the total number of nonrelativistic DM (cold particles). Obviously, NHDMNCDM to be consistent with the cosmological data. The ratio between relativistic and nonrelativistic dark matter density energy is,

ρHDMρCDM=NHDMmχγχ-1NCDMmχfγχ-1. 7

Consequently, f is the fraction of dark matter particles which are produced via this non-thermal process. As aforementioned, f ought to be small, but we do not have to assume a precise value for it, but it will be of the order of 0.01. This fact will be clear further.

Using Eqs. (3) and (7), we find that the extra radiation produced via this mechanism is,

ΔNeff=limtteqfγχ-10.16, 8

where we used Eq. (4) and we wrote ρCDM=ρχ.

In the regime mχmχ, we simplify,

γχ(teq)-1γχ(teq)mχ2mχτteq,

and Eq. (8) reduces to,

ΔNeff2.5×10-3τ106s×fmχmχ. 9

with teq50,000years1.6×1012s.

From Eq. (9), we conclude that the ΔNeff1 implies in a larger ratio fmχ/mχ for a decay lifetime τ104-108s. Notice that our overall results rely on two free parameters: (i) the lifetime, τ, and (ii) fmχ/mχ.

Relation between Hubble constant and dark radiation

Case 1: Within the ΛCDM

Planck collaboration has reported that Neff and H0 are positively correlated3. This correlation was explored in8 via likelihood functions. Theoretically speaking, the connection between our mechanism and H0 occurs through Eq. (9). For a set of parameters fmχ/mχ and lifetime,τ, we determine ΔNeff. Using the correlation between ΔNeff and H0 obtained in8, we exhibit the region of parameter space in terms of fmχ/mχ and H0 for a given lifetime. We do this exercise for two cases. One assuming Planck data only (Fig. 1a), other combining Planck with BAO, and type Ia supernovae data (Fig. 1b). In these two plots the ΛCDM model was assumed, the cosmological (Planck and BAO) and astrophysical (Ia supernovae) data are taken from8. Thus we solidly conclude that we cannot obtain H0>71km s-1Mpc-1 adopting the ΛCDM as a prior. One needs to go beyond the ΛCDM model to find values of H0 consistent with local measurements.

Figure 1.

Figure 1

Non-thermal production of a fraction, f, of dark matter particles via the χχ+ν mechanism. Within the ΛCDM model we plot the region of parameter space in terms of fmχ/mχ and H0 for different decay lifetimes, either considering Planck data only (a) or combining it with BAO and Supernova observations (b). The contours correspond to cases where χ lifetime is 105 s, 106 s, or 107 s. The bigger contour corresponds to 99% of CL, while the smaller is related to 68% of CL.

An important observation is that in Fig. 1 we do not contemplate a non-flat universe, because the curvature does not ameliorate Hubble tension18.

As expected from Eq. (9), the larger the lifetime the smaller the ratio fmχ/mχ to keep the same ΔNeff. Obviously, this linear relation is a bit lost with H0, when we factor in the positive correlation between Neff and H0 which is not linear. As we cannot reconcile CMB and local measurements of H0 within the ΛCDM we will work on a non-standard cosmological background further.

Case 2: Phantom-like cosmology

We will assume from now on that our cosmological background is a quintessence model. Quintessence is an alternative way to explain the accelerated expansion rate of the universe. It is built on the existence of a scalar field that obeys the equation of state P=wρ, where P is the pressure, ρ is the energy density of quintessence fluid, and w is a real number19. The class of models with w<-1 are called phantom energy models2022. Within this framework, we will assume two scenarios: (i) null curvature k=0 and equation of state P=-1.004-0.016+0.038×ρ; (ii) non-zero curvature k>0 and equation of state -1.06ρ<P<-ρ. Our reasoning behind these assumptions is the need to change the equation of state of the dark energy fluid to allow larger values for H0 in the fit of the CMB data. The likelihood analyses of these two setups have been carried out and are labeled as P7 and P18 in8. We have checked that these two realizations do not appreciably alter the matter-radiation equality. Thus, Eq. (4) is still valid as well as our connection between ΔNeff and H0.

Similarly, we display the correlation between the parameters of our mechanism and H0 taking k=0 (null curvature) in Fig. 2a, and k0 (non-zero curvature) in Fig. 2b. We plot them in a similar vein to the previous case: first we use the correlation between Neff and H0 expressed in8; then we apply this data in Eq. (9) for fixed values of χ lifetime to relate fmχ/mχ with H0. It is clear that we easily find H0>71km s-1Mpc-1 for fmχ/mχ>100 and τ105 s. The difference between null curvature to non-zero curvature is mild. Comparing both plots, we can see that larger values of fmχ/mχ are allowed when we go from null curvature to non-zero curvature. This is expected because with k0 the Hubble rate grows a bit faster. Therefore, the same amount of dark radiation the k0 solution leads to a larger H0.

Figure 2.

Figure 2

Connection between our model and the value of Hubble constant in phantom-like cases. (a) The contours correspond to cases where χ lifetime is 105 s, 106 s, or 107 s. The bigger contour corresponds to 99% of CL, while the smaller is related to 68% of CL. It considers a universe with phantom-like quintessence and ΔNeff in cosmology with null curvature. The bounds were built using Planck 2018 CMB data, BAO, and type Ia data from the Pantheon sample. (b) This case also considers a universe with phantom-like quintessence and ΔNeff, but in this case, a small curvature is added.

Now we have shown the region of parameter space in which our mechanism yield a H0 sufficiently large to reconcile CMB and local measurements, we discuss the most important constraints.

BBN constraints

The Big Bang Nucleosynthesis is one of the landmarks of early universe cosmology. Any energy injection episode that happens around BBN times may alter the BBN predictions which are consistent with astronomical observations. The decay χχ+ν can generate a photon cascade as pointed in23,24. These new photons add electromagnetic energy to the cosmological fluid which can result in the depletion of Helium, Deuterium, etc. Before showing the final results, we review how these bounds are derived. Before χ decay, the universe has a background of photons. Therefore, the energy of photons detected in the CMB is the addition of the energy of this photon background and the energy of new photons generated from our mechanism. For that reason, we write the mean energy of CMB photons as,

EγCMB=EγBGnγBGnγCMB+EγnγnγCMB, 10

where EγBG is the mean energy of background photons, Eγ the mean energy of photons due to the χ decay, nγBG the number density of background photons, nγCMB the number density of CMB photons, and nγ the number density of photons generated by our formalism.

This relation motivates us to define the electromagnetic energy released by χ decay as,

ζEMEγYγ. 11

where Yγ=nγ/nγCMB.

This equation provides us with a way to calculate the electromagnetic energy introduced by the χ decay. Kinematics gives us Eγ, and cosmology the Yγ factor.

Defining the ratio between the dark matter number density and the CMB photons as,

YDMnDMnγCMB=nCDM+nHDMnγCMB=nCDMnγCMB1+f.

we conclude that is natural to define,

YχnCDMnγCMB×f. 12

Using the definition of critical density (ρc3H/(8πG)), the definition of density parameter (Ωρ/ρc), the cold particle energy density (ρ=nm), and the time evolution of number density of CMB photons (nγCMB=nγ,0CMB/a3)25, we write Yχ as,

YχnCDMnγCMB×f=fmχnγ,0CMB×ΩCDMa3ρc. 13

As ΩCDM=ΩCDM,0(H0/H)2/a3, with ρc/ρc,0=(H/H0)225, we get,

ΩCDMa3ρc=ΩCDM,0ρc,0, 14

and consequently,

Yχ=fmχnγ,0CMB×ΩCDM,0ρc,0. 15

With ρc,01.05×10-5h2GeV/cm3, nγ,0CMB=411cm-3, and ΩCDM,0h2=0.12 we obtain,

Yχ=3.01×10-9GeVmχ×f. 16

The decay χχ+ν implies that nχ=nχ=nν, where nν is not the total neutrinos number density, it is the number density of neutrinos included in the universe due to the χ decay. The χ decay generates neutrinos that can interact with particles in the background resulting into high-energy photons which induce nuclear reactions and consequently alter the BBN predictions. We will adopt nνnγ, which gives in YγYχ. Conservation of momentum (pχ-pν=pχ) implies,

Eν=mχ21+mνmχ2-mχmχ2. 17

Hence, in the limit where mχmχ, we get Eν=mχ/2. Assuming that all neutrino energy converts into electromagnetic radiation, we obtain EγEν. Thus,

ζEM=EνYχ=1.5×10-9GeV×fmχmχ. 18

Knowing how the energetic photons can destroy the light element abundances as derived in the BBN code presented in26, we can take this result in terms of energy injection and translate it to our framework as we know from Eq. (18) the amount of radiation injected in our non-thermal production mechanism. We overlay these bounds on our findings in Fig. 3. The shaded regions are excluded for either destroying Helium-4, Lithium-7 and Deuterium or inducing a nuclear reaction that saturates the production of Deuterium is dissagreement with astronomical observations2733.

Figure 3.

Figure 3

BBN bounds based on light element abundances, and CMB constraint stemming from spectral distortion of the CMB are presented. We overlay the theoretical prediction for H0 using our non-thermal dark matter production mechanism. In (a) we display the results for Eγ=Eν and k0, where Eγ is the energy of the gamma-rays produced after the χχ+ν decay. In (b) we show the results for Eγ=Eν, but with k=0. See text for details.

CMB bounds

The injection of electromagnetic energy may also distort the frequency dependence of the CMB spectrum. Double Compton scattering (γe-γγe-), and bremsstrahlung (e-Xe-Xγ) are not very efficient at the lifetime we interested in τ>104 s. The CMB spectrum as a result relaxes a Bose-Einstein distribution function with chemical potential different from zero. The change in the chemical potential is linked to the lifetime and electromagnetic energy released in the decay process. Therefore, we plot in the plane fmχ/mχ×τ the CMB bound. The limit is delimited by a dashed line in Fig. 3.

Structure formation

Now we will justify why the fraction of dark matter particles produces via this non-thermal mechanism should be small using input from structure formation. The scaling of the free-streaming distance of a given particle is understood in terms of the Jeans wavenumber,

kfs=32aH(a)vmed(a), 19

where for k>kfs, the density perturbation is damped. The correlation of the galaxy distribution probes the matter power spectrum on scales of 0.02h Mpc-1<k<0.2h Mpc-1 at z034. There are other probes such as the Lyman-α spectrum that covers smaller scales35. Using galaxy clustering observations one can assess the maximum amount of hot dark matter in the universe. This hot dark matter component is interpreted in terms of massive neutrinos whose is Ωνh2=mν/94 eV. The limit is often quoted as mν0.1, which implies ΩHDM/ΩCDM0.01, where we used ΩCDMh2=0.11. In other words, f0.01 to be consistent with structure formation studies. In more complex dark sector constructions, the presence of non-thermal production mechanism of dark matter is natural. Notice that even if this non-thermal production be insignificant for overall dark matter energy density, it can give rise to interesting cosmological implications, such as increase H0.

Discussions

Looking at the Fig. 3 we conclude that our mechanism can increase the H0 inferred from CMB, and thus reconcile its value with local measurements. We highlight this was only possible assuming phantom-like cosmologies, because within the ΛCDM model, one cannot solve the H0 problem via Neff. As this mechanism represents an energy injection episode, there are restrictive BBN and CMB bounds arise, with BBN being much more severe though. Those constraints left us with a region of parameter where the χχ+ν decay process happens between 102sτ104 s, for fmχ/mχ103-104. Concerning our choice for the χχ+ν decay process, it is motivated by model building constructions in the context of supersymmetry and extended gauge sectors, where this decay process is present36,37.

We would like to stress that there are alternative explanations for the H0 tension based on different dark energy models. For instance, in38, the authors consider the dark energy density as dynamical, appearing as a power series expansion of the Hubble rate. The idea does not completely solve the H0 problem though, but it alleviates the tension. In39, the authors comprehensively compare different types of dynamical dark energy models that can reduce the H0 discrepancy. Despite the interesting aspects of these papers, our approach is rather orthogonal. We do rely on a dark energy component different from the ΛCDM. Conversely to the previous references, and others therein, our findings are tied to the dark matter density, and to the production mechanism of dark matter particles, rendering our idea novel in that regard. Hence, we advocate that our solution to the H0 trouble is more appealing because it lies at the interface between particle physics and cosmology, giving rise to a rich phenomenology, and it shows that going beyond the standard thermal production of dark matter leads to a new road into the cosmos, particularly the expansion rate of the universe. We highlight that in the dark matter literature there is an ongoing discussion about new production mechanisms of dark matter particles. Our work goes precisely in that direction, but with the benefit of solving the H0 tension.

Conclusions

We explored the interplay between particle physics and phantom-like cosmologies to solve the H0 problem via a non-thermal production mechanism of dark matter. If only a fraction of dark matter,χ, is produced via the χχ+ν decay process, its non-thermal production can mimic the effect of an extra neutrino species, i.e., a dark radiation. The neutrino species appearing in the final state is a mere choice and does not impact our overal conclusions. If the χ particle is sufficiently longed lived, for τ=102-104 s, this framework can increase H0, but only with the help from phantom-like cosmologies it reaches H072-74km s-1Mpc-1 in agreement with local measurements. Our work, shows that the H0 can be troubled by dark matter particles, and it offers us an opportunity to probe the production mechanism of dark matter particles.

Acknowledgements

FSQ thanks Manfred Lindener for fruitful discussions and the Max Planck Institute fur Kernphysik for the hospitality during the final stages of this work. FSQ is supported by ICTP-SAIFR FAPESP Grants 2016/01343-7 and 2021/14335-0, FAPESP Grant 2021/00449-4, CNPq Grant 307130/2021-5, Serrapilheira Foundation (Grant No. Serra - 1912 – 31613). FSQ also acknowledges support from ANID–Millennium Program-ICN2019_044 (Chile). D. R. da Silva thanks for the support of Coordenação de Aperfeiçoamento de Pessoal de Nível Superior (CAPES) under the Grant 88887.462084/2019-00. The author JPN acknowledges the support from CAPES under the Grant 88887.670047/2022-00.

Author contributions

D.R.d.S. and F.S.Q. wrote the main manuscript text. J.P.N. prepared figure 3 and he also helped in the construction of figure 2. J.S.A. and R.S. helped with the cosmological and astrophysical discussion in the manuscript. All authors reviewed the manuscript.

Data availability

The data that connect the Hubble constant (H0) and the effective number of relativistic particles (Neff) analysed during this study are included in reference8. There, the authors use Planck 2018, BAO and type Ia supernovae data to derive the allowed parameter space in many cosmological cases. In this reference, the ΛCDM model with Neff is labeled as P1 case, the phantom-like cosmology with null-curvature is called P7, and the phantom-like model with small curvature is denoted P18. The data that provides bounds from BBN and CMB used during this study are included in reference23.

Competing interests

The authors declare no competing interests.

Footnotes

The original online version of this Article was revised: In the original version of this Article the author R. Silva was incorrectly affiliated with ‘Instituto de Física Gleb Wataghin, Universidade Estadual de Campinas, Campinas, SP, 13083-859, Brasil’ and ‘International Institute of Physics, Universidade Federal do Rio Grande do Norte, Natal, RN, 59078-970, Brasil’. The correct affiliation is ‘Departamento de Física, Universidade Federal do Rio Grande do Norte, Natal, RN, 59078-970, Brasil’.

Publisher's note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Change history

1/5/2023

A Correction to this paper has been published: 10.1038/s41598-022-26916-2

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Associated Data

This section collects any data citations, data availability statements, or supplementary materials included in this article.

Data Availability Statement

The data that connect the Hubble constant (H0) and the effective number of relativistic particles (Neff) analysed during this study are included in reference8. There, the authors use Planck 2018, BAO and type Ia supernovae data to derive the allowed parameter space in many cosmological cases. In this reference, the ΛCDM model with Neff is labeled as P1 case, the phantom-like cosmology with null-curvature is called P7, and the phantom-like model with small curvature is denoted P18. The data that provides bounds from BBN and CMB used during this study are included in reference23.


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