Hubbry Logo
Cosmic distance ladderCosmic distance ladderMain
Open search
Cosmic distance ladder
Community hub
Cosmic distance ladder
logo
8 pages, 0 posts
0 subscribers
Be the first to start a discussion here.
Be the first to start a discussion here.
Cosmic distance ladder
Cosmic distance ladder
from Wikipedia

The cosmic distance ladder (also known as the extragalactic distance scale) is the succession of methods by which astronomers determine the distances to celestial objects. A direct distance measurement of an astronomical object is possible only for those objects that are "close enough" (within about a thousand parsecs or 3×1016 km) to Earth. The techniques for determining distances to more distant objects are all based on various measured correlations between methods that work at close distances and methods that work at larger distances. Several methods rely on a standard candle, which is an astronomical object that has a known luminosity.

The ladder analogy arises because no single technique can measure distances at all ranges encountered in astronomy. Instead, one method can be used to measure nearby distances, a second can be used to measure nearby to intermediate distances, and so on. Each rung of the ladder provides information that can be used to determine the distances at the next higher rung.

Direct measurement

[edit]
The sculpture The Astronomer shows the use of parallax to measure distance. It is made from parts of the Yale–Columbia Refractor telescope (1924) damaged when the 2003 Canberra bushfires burned out the Mount Stromlo Observatory; at Questacon, Canberra.[1]

At the base of the ladder are fundamental distance measurements, in which distances are determined directly, with no physical assumptions about the nature of the object in question. The precise measurement of stellar positions is part of the discipline of astrometry. Early fundamental distances—such as the radii of the earth, moon and sun, and the distances between them—were well estimated with very low technology by the ancient Greeks.[2]

Astronomical unit

[edit]

Direct distance measurements are based upon the astronomical unit (AU), which is equal to 149597870700 m[3] and historically was conceived as the mean distance between the Earth and the Sun. Kepler's laws provide precise ratios of the orbit sizes of objects orbiting the Sun, but provide no measurement of the overall scale of the orbit system. Radar is used to measure the distance between the orbits of the Earth and of a second body. From that measurement and the ratio of the two orbit sizes, the size of Earth's orbit is calculated. The Earth's orbit is known with an absolute precision of a few meters and a relative precision of a few parts in 100 billion (1×10−11).

Historically, observations of Venus transits were crucial in determining the AU; in the first half of the 20th century, observations of asteroids were also important. Presently the orbit of Earth is determined with high precision using radar measurements of distances to Venus and other nearby planets and asteroids,[4] and by tracking interplanetary spacecraft in their orbits around the Sun through the Solar System.

Parallax

[edit]
Stellar parallax motion from annual parallax. Half the apex angle is the parallax angle.
The blue dots (left) represent the observer. By drawing a line straight out to the star (right) from different positions and measuring the angle formed between the two (α), astronomers can measure the distance between the Earth and the star.

In astronomy, parallax is the apparent shift in position of a nearby celestial object relative to distant background objects which is caused by a change in the observer's point of view. This effect is most commonly used to measure the distance to nearby stars from two different positions in Earth's orbital cycle, usually six months apart. By measuring the parallax angle, the measure of change in a star's position from one point of measurement to another, astronomers can use trigonometry to calculate how far away the star is.

The concept hinges on the geometry of a triangle formed between the Earth at two different points in its orbit at one end and a star at the other. The parallax angle is half the angle (α) formed at the star between those two lines of sight. The closer the star is to the observer, the larger the angle would be.

Parallax is a foundational method in the cosmic distance ladder, a series of techniques astronomers use to measure distances in the universe. While parallax is only effective at measuring distances of nearby stars, space telescopes like Gaia have significantly expanded its effectiveness. Parallax remains the most direct and reliable method for measuring stellar distances, forming the basis for calibrating more indirect methods to measure distances to galaxies and beyond.

Standard candles

[edit]

Almost all astronomical objects used as physical distance indicators belong to a class that has a known brightness. By comparing this known luminosity to an object's observed brightness, the distance to the object can be computed using the inverse-square law. These objects of known brightness are termed standard candles, coined by Henrietta Swan Leavitt.[5]

The brightness of an object can be expressed in terms of its absolute magnitude. This quantity is derived from the logarithm of its luminosity as seen from a distance of 10 parsecs. The apparent magnitude, the magnitude as seen by the observer (an instrument called a bolometer is used), can be measured and used with the absolute magnitude to calculate the distance d to the object in parsecs[6] as follows: or where m is the apparent magnitude, and M the absolute magnitude. For this to be accurate, both magnitudes must be in the same frequency band and there can be no relative motion in the radial direction. Some means of correcting for interstellar extinction, which also makes objects appear fainter and more red, is needed, especially if the object lies within a dusty or gaseous region.[7] The difference between an object's absolute and apparent magnitudes is called its distance modulus, and astronomical distances, especially intergalactic ones, are sometimes tabulated in this way.

Problems

[edit]

Two problems exist for any class of standard candle. The principal one is calibration, that is the determination of exactly what the absolute magnitude of the candle is. This includes defining the class well enough that members can be recognized, and finding enough members of that class with well-known distances to allow their true absolute magnitude to be determined with enough accuracy. The second problem lies in recognizing members of the class, and not mistakenly using a standard candle calibration on an object which does not belong to the class. At extreme distances, which is where one most wishes to use a distance indicator, this recognition problem can be quite serious.

A significant issue with standard candles is the recurring question of how standard they are. For example, all observations seem to indicate that Type Ia supernovae that are of known distance have the same brightness, corrected by the shape of the light curve. The basis for this closeness in brightness is discussed below; however, the possibility exists that the distant Type Ia supernovae have different properties than nearby Type Ia supernovae. The use of Type Ia supernovae is crucial in determining the correct cosmological model. If indeed the properties of Type Ia supernovae are different at large distances, i.e. if the extrapolation of their calibration to arbitrary distances is not valid, ignoring this variation can dangerously bias the reconstruction of the cosmological parameters, in particular the reconstruction of the matter density parameter.[8][clarification needed]

That this is not merely a philosophical issue can be seen from the history of distance measurements using Cepheid variables. In the 1950s, Walter Baade discovered that the nearby Cepheid variables used to calibrate the standard candle were of a different type than the ones used to measure distances to nearby galaxies. The nearby Cepheid variables were population I stars with much higher metal content than the distant population II stars. As a result, the population II stars were actually much brighter than believed, and when corrected, this had the effect of doubling the estimates of distances to the globular clusters, the nearby galaxies, and the diameter of the Milky Way.[citation needed]

Most recently kilonovae have been proposed as another type of standard candle. "Since kilonovae explosions are spherical,[9] astronomers could compare the apparent size of a supernova explosion with its actual size as seen by the gas motion, and thus measure the rate of cosmic expansion at different distances."[10]

Standard siren

[edit]

Gravitational waves originating from the inspiral phase of compact binary systems, such as neutron stars or black holes, have the useful property that energy emitted as gravitational radiation comes exclusively from the orbital energy of the pair, and the resultant shrinking of their orbits is directly observable as an increase in the frequency of the emitted gravitational waves. To leading order, the rate of change of frequency is given by[11][12]: 38  where is the gravitational constant, is the speed of light, and is a single (therefore computable[a]) number called the chirp mass of the system, a combination of the masses of the two objects[14] By observing the waveform, the chirp mass can be computed and thence the power (rate of energy emission) of the gravitational waves. Thus, such a gravitational wave source is a standard siren of known loudness.[15][12]

Just as with standard candles, given the emitted and received amplitudes, the inverse-square law determines the distance to the source. There are some differences with standard candles, however. Gravitational waves are not emitted isotropically, but measuring the polarisation of the wave provides enough information to determine the angle of emission. Gravitational wave detectors also have anisotropic antenna patterns, so the position of the source on the sky relative to the detectors is needed to determine the angle of reception.

Generally, if a wave is detected by a network of three detectors at different locations, the network will measure enough information to make these corrections and obtain the distance. Also unlike standard candles, gravitational waves need no calibration against other distance measures. The measurement of distance does of course require the calibration of the gravitational wave detectors, but then the distance is fundamentally given as a multiple of the wavelength of the laser light being used in the gravitational wave interferometer.

There are other considerations that limit the accuracy of this distance, besides detector calibration. Fortunately, gravitational waves are not subject to extinction due to an intervening absorbing medium. But they are subject to gravitational lensing, in the same way as light. If a signal is strongly lensed, then it might be received as multiple events, separated in time, the analogue of multiple images of a quasar, for example. Less easy to discern and control for is the effect of weak lensing, where the signal's path through space is affected by many small magnification and demagnification events. This will be important for signals originating at cosmological redshifts greater than 1. It is difficult for detector networks to measure the polarization of a signal accurately if the binary system is observed nearly face-on.[16] Such signals suffer significantly larger errors in the distance measurement. Unfortunately, binaries radiate most strongly perpendicular to the orbital plane, so face-on signals are intrinsically stronger and the most commonly observed.

If the binary consists of a pair of neutron stars, their merger will be accompanied by a kilonova/hypernova explosion that may allow the position to be accurately identified by electromagnetic telescopes. In such cases, the redshift of the host galaxy allows a determination of the Hubble constant .[14] This was the case for GW170817, which was used to make the first such measurement.[17] Even if no electromagnetic counterpart can be identified for an ensemble of signals, it is possible to use a statistical method to infer the value of .[14]

Standard ruler

[edit]

Another class of physical distance indicator is the standard ruler. In 2008, galaxy diameters have been proposed as a possible standard ruler for cosmological parameter determination.[18] More recently the physical scale imprinted by baryon acoustic oscillations (BAO) in the early universe has been used. In the early universe (before recombination) the baryons and photons scatter off each other, and form a tightly coupled fluid that can support sound waves. The waves are sourced by primordial density perturbations, and travel at speed that can be predicted from the baryon density and other cosmological parameters.

The total distance that these sound waves can travel before recombination determines a fixed scale, which simply expands with the universe after recombination. BAO therefore provide a standard ruler that can be measured in galaxy surveys from the effect of baryons on the clustering of galaxies. The method requires an extensive galaxy survey in order to make this scale visible, but has been measured with percent-level precision (see baryon acoustic oscillations). The scale does depend on cosmological parameters like the baryon and matter densities, and the number of neutrinos, so distances based on BAO are more dependent on cosmological model than those based on local measurements.

Light echos can be also used as standard rulers,[19][20] although it is challenging to correctly measure the source geometry.[21][22]

Galactic distance indicators

[edit]

With few exceptions, distances based on direct measurements are available only out to about a thousand parsecs, which is a modest portion of our own Galaxy. For distances beyond that, measures depend upon physical assumptions, that is, the assertion that one recognizes the object in question, and the class of objects is homogeneous enough that its members can be used for meaningful estimation of distance.

Physical distance indicators, used on progressively larger distance scales, include:

Main sequence fitting

[edit]

When the absolute magnitude for a group of stars is plotted against the spectral classification of the star, in a Hertzsprung–Russell diagram, evolutionary patterns are found that relate to the mass, age and composition of the star. In particular, during their hydrogen burning period, stars lie along a curve in the diagram called the main sequence. By measuring these properties from a star's spectrum, the position of a main sequence star on the H–R diagram can be determined, and thereby the star's absolute magnitude estimated. A comparison of this value with the apparent magnitude allows the approximate distance to be determined, after correcting for interstellar extinction of the luminosity because of gas and dust.

In a gravitationally-bound star cluster such as the Hyades, the stars formed at approximately the same age and lie at the same distance. This allows relatively accurate main sequence fitting, providing both age and distance determination.

Extragalactic distance scale

[edit]
Extragalactic distance indicators[26]
Method Uncertainty for Single Galaxy (mag) Distance to Virgo Cluster (Mpc) Range (Mpc)
Classical Cepheids 0.16 15–25 29
Novae 0.4 21.1 ± 3.9 20
Planetary Nebula Luminosity Function 0.3 15.4 ± 1.1 50
Globular Cluster Luminosity Function 0.4 18.8 ± 3.8 50
Surface Brightness Fluctuations 0.3 15.9 ± 0.9 50
Sigma-D relation 0.5 16.8 ± 2.4 > 100
Type Ia Supernovae 0.10 19.4 ± 5.0 > 1000

The extragalactic distance scale is a series of techniques used today by astronomers to determine the distance of cosmological bodies beyond our own galaxy, which are not easily obtained with traditional methods. Some procedures use properties of these objects, such as stars, globular clusters, nebulae, and galaxies as a whole. Other methods are based more on the statistics and probabilities of things such as entire galaxy clusters.

Wilson–Bappu effect

[edit]

Discovered in 1956 by Olin Wilson and M.K. Vainu Bappu, the Wilson–Bappu effect uses the effect known as spectroscopic parallax. Many stars have features in their spectra, such as the calcium K-line, that indicate their absolute magnitude. The distance to the star can then be calculated from its apparent magnitude using the distance modulus.

There are major limitations to this method for finding stellar distances. The calibration of the spectral line strengths has limited accuracy and it requires a correction for interstellar extinction. Though in theory this method has the ability to provide reliable distance calculations to stars up to 7 megaparsecs (Mpc), it is generally only used for stars at hundreds of kiloparsecs (kpc).

Classical Cepheids

[edit]

Beyond the reach of the Wilson–Bappu effect, the next method relies on the period-luminosity relation of classical Cepheid variable stars. The following relation can be used to calculate the distance to Galactic and extragalactic classical Cepheids:

     [27]
     [28]

Several problems complicate the use of Cepheids as standard candles and are actively debated, chief among them are: the nature and linearity of the period-luminosity relation in various passbands and the impact of metallicity on both the zero-point and slope of those relations, and the effects of photometric contamination (blending) and a changing (typically unknown) extinction law on Cepheid distances.[29][30][31][32][33][34][35][36][37]

These unresolved matters have resulted in cited values for the Hubble constant ranging between 60 km/s/Mpc and 80 km/s/Mpc. Resolving this discrepancy is one of the foremost problems in astronomy since some cosmological parameters of the Universe may be constrained significantly better by supplying a precise value of the Hubble constant.[38][39]

Cepheid variable stars were the key instrument in Edwin Hubble's 1923 conclusion that M31 (Andromeda) was an external galaxy, as opposed to a smaller nebula within the Milky Way. He was able to calculate the distance of M31 to 285 kpc, today's value being 770 kpc.[citation needed]

As detected thus far, NGC 3370, a spiral galaxy in the constellation Leo, contains the farthest Cepheids yet found at a distance of 29 Mpc. Cepheid variable stars are in no way perfect distance markers: at nearby galaxies they have an error of about 7% and up to a 15% error for the most distant.[40]

Supernovae

[edit]
SN 1994D (bright spot on the lower left) in the NGC 4526 galaxy. Image by NASA, ESA, The Hubble Key Project Team, and The High-Z Supernova Search Team

There are several different methods for which supernovae can be used to measure extragalactic distances.

Measuring a supernova's photosphere

[edit]

We can assume that a supernova expands in a spherically symmetric manner. If the supernova is close enough such that we can measure the angular extent, θ(t), of its photosphere, we can use the equation

where ω is angular velocity, θ is angular extent. In order to get an accurate measurement, it is necessary to make two observations separated by time Δt. Subsequently, we can use

where d is the distance to the supernova, Vej is the supernova's ejecta's radial velocity (it can be assumed that Vej equals Vθ if spherically symmetric).

This method works only if the supernova is close enough to be able to measure accurately the photosphere. Similarly, the expanding shell of gas is in fact not perfectly spherical nor a perfect blackbody. Also interstellar extinction can hinder the accurate measurements of the photosphere. This problem is further exacerbated by core-collapse supernova. All of these factors contribute to the distance error of up to 25%.

Type Ia light curves

[edit]

Type Ia supernovae are some of the best ways to determine extragalactic distances, as introduced by Stirling A. Colgate.[41] Ia's occur when a binary white dwarf star begins to accrete matter from its companion star. As the white dwarf gains matter, eventually it reaches its Chandrasekhar limit of .

Once reached, the star becomes unstable and undergoes a runaway nuclear fusion reaction. Because all Type Ia supernovae explode at about the same mass, their absolute magnitudes are all the same. This makes them very useful as standard candles. All Type Ia supernovae have a standard blue and visual magnitude of

Therefore, when observing a Type Ia supernova, if it is possible to determine what its peak magnitude was, then its distance can be calculated. It is not intrinsically necessary to capture the supernova directly at its peak magnitude; using the multicolor light curve shape method (MLCS), the shape of the light curve (taken at any reasonable time after the initial explosion) is compared to a family of parameterized curves that will determine the absolute magnitude at the maximum brightness. This method also takes into effect interstellar extinction/dimming from dust and gas.

Similarly, the stretch method fits the particular supernovae magnitude light curves to a template light curve. This template, as opposed to being several light curves at different wavelengths (MLCS) is just a single light curve that has been stretched (or compressed) in time. By using this Stretch Factor, the peak magnitude can be determined.[42]

Using Type Ia supernovae is one of the most accurate methods, particularly since supernova explosions can be visible at great distances (their luminosities rival that of the galaxy in which they are situated), much farther than Cepheid Variables (500 times farther). Much time has been devoted to the refining of this method. The current uncertainty approaches a mere 5%, corresponding to an uncertainty of just 0.1 magnitudes.

Novae in distance determinations

[edit]

Novae can be used in much the same way as supernovae to derive extragalactic distances. There is a direct relation between a nova's max magnitude and the time for its visible light to decline by two magnitudes. This relation is shown to be:

Where is the time derivative of the nova's mag, describing the average rate of decline over the first 2 magnitudes.

After novae fade, they are about as bright as the most luminous Cepheid variable stars, therefore both these techniques have about the same max distance: ~ 20 Mpc. The error in this method produces an uncertainty in magnitude of about ±0.4

Globular cluster luminosity function

[edit]

Based on the method of comparing the luminosities of globular clusters (located in galactic halos) from distant galaxies to that of the Virgo Cluster, the globular cluster luminosity function carries an uncertainty of distance of about 20% (or 0.4 magnitudes).

US astronomer William Alvin Baum first attempted to use globular clusters to measure distant elliptical galaxies.[43] He compared the brightest globular clusters in Virgo A galaxy with those in Andromeda, assuming the luminosities of the clusters were the same in both. Knowing the distance to Andromeda, Baum has assumed a direct correlation and estimated Virgo A's distance.

Baum used just a single globular cluster, but individual formations are often poor standard candles. Canadian astronomer René Racine assumed the use of the globular cluster luminosity function (GCLF) would lead to a better approximation.[44] The number of globular clusters as a function of magnitude is given by:

where m0 is the turnover magnitude, M0 is the magnitude of the Virgo cluster, and sigma is the dispersion ~ 1.4 mag.

It is assumed that globular clusters all have roughly the same luminosities within the universe. There is no universal globular cluster luminosity function that applies to all galaxies.

Planetary nebula luminosity function

[edit]

Like the GCLF method, a similar numerical analysis can be used for planetary nebulae within far off galaxies. The planetary nebula luminosity function (PNLF) was first proposed in the late 1970s by Holland Cole Ford and David Jenner.[45] They suggested that all planetary nebulae might all have similar maximum intrinsic brightness, now calculated to be M = −4.53. This would therefore make them potential standard candles for determining extragalactic distances.

Astronomer George Howard Jacoby and his colleagues later proposed that the PNLF function equaled:[46]

Where N(M) is number of planetary nebula, having absolute magnitude M. M* is equal to the nebula with the brightest magnitude.

Surface brightness fluctuation method

[edit]
Galaxy cluster

The following method deals with the overall inherent properties of galaxies. These methods, though with varying error percentages, have the ability to make distance estimates beyond 100 Mpc, though it is usually applied more locally.

The surface brightness fluctuation (SBF) method takes advantage of the use of CCD cameras on telescopes. Because of spatial fluctuations in a galaxy's surface brightness, some pixels on these cameras will pick up more stars than others. As distance increases, the picture will become increasingly smoother. Analysis of this describes a magnitude of the pixel-to-pixel variation, which is directly related to a galaxy's distance.[47]

Sigma-D relation

[edit]

The Sigma-D relation (or Σ-D relation), used in elliptical galaxies, relates the angular diameter (D) of the galaxy to its velocity dispersion. It is important to describe exactly what D represents, in order to understand this method. It is, more precisely, the galaxy's angular diameter out to the surface brightness level of 20.75 B-mag arcsec−2. This surface brightness is independent of the galaxy's actual distance from us. Instead, D is inversely proportional to the galaxy's distance, represented as d. Thus, this relation does not employ standard candles. Rather, D provides a standard ruler. This relation between D and Σ is

where C is a constant which depends on the distance to the galaxy clusters.[48]

This method has the potential to become one of the strongest methods of galactic distance calculators, perhaps exceeding the range of even the Tully–Fisher method. As of today, however, elliptical galaxies are not bright enough to provide a calibration for this method through the use of techniques such as Cepheids. Instead, calibration is done using more crude methods.

Overlap and scaling

[edit]

A succession of distance indicators, which is the distance ladder, is needed for determining distances to other galaxies. The reason is that objects bright enough to be recognized and measured at such distances are so rare that few or none are present nearby, so there are too few examples close enough with reliable trigonometric parallax to calibrate the indicator. For example, Cepheid variables, one of the best indicators for nearby spiral galaxies, cannot yet be satisfactorily calibrated by parallax alone, though the Gaia space mission can now weigh in on that specific problem. The situation is further complicated by the fact that different stellar populations generally do not have all types of stars in them.

Cepheids in particular are massive stars, with short lifetimes, so they will only be found in places where stars have very recently been formed. Consequently, because elliptical galaxies usually have long ceased to have large-scale star formation, they will not have Cepheids. Instead, distance indicators whose origins are in an older stellar population (like novae and RR Lyrae variables) must be used. RR Lyrae variables are less luminous than Cepheids, and novae are unpredictable and an intensive monitoring program—and luck during that program—is needed to gather enough novae in the target galaxy for a good distance estimate.

Because the more distant steps of the cosmic distance ladder depend upon the nearer ones, the more distant steps include the effects of errors in the nearer steps, both systematic and statistical ones. The result of these propagating errors means that distances in astronomy are rarely known to the same level of precision as measurements in the other sciences, and that the precision necessarily is poorer for more distant types of object.

Another concern, especially for the very brightest standard candles, is their "standardness": how homogeneous the objects are in their true absolute magnitude. For some of these different standard candles, the homogeneity is based on theories about the formation and evolution of stars and galaxies, and is thus also subject to uncertainties in those aspects. For the most luminous of distance indicators, the Type Ia supernovae, this homogeneity is known to be poor.[49][clarification needed] However, no other class of object is bright enough to be detected at such large distances, so the class is useful simply because there is no real alternative.

The observational result of Hubble's law, the proportional relationship between distance and the speed with which a galaxy is moving away from us, usually referred to as redshift, is a product of the cosmic distance ladder. Edwin Hubble observed that fainter galaxies are more redshifted. Finding the value of the Hubble constant was the result of decades of work by many astronomers, both in amassing the measurements of galaxy redshifts and in calibrating the steps of the distance ladder. Hubble's law is the primary means we have for estimating the distances of quasars and distant galaxies in which individual distance indicators cannot be seen.

See also

[edit]
  • Araucaria Project – International collaboration to improve calibration of the extragalactic distance scale
  • Distance measure – Cosmological formulas for expanding universe
  • Hubble tension – Observation in physical cosmology
  • Standard ruler – Astronomical object of well-known physical size, used to determine distance via trigonometry

Footnotes

[edit]

References

[edit]

Bibliography

[edit]
[edit]
Revisions and contributorsEdit on WikipediaRead on Wikipedia
from Grokipedia
The cosmic distance ladder refers to a hierarchical series of measurement techniques used by astronomers to estimate distances to celestial objects across the universe, beginning with direct methods for nearby stars and progressively calibrating indirect indicators for more remote galaxies and beyond. This approach relies on establishing absolute distance scales through anchors like stellar parallax—where the apparent shift in a star's position against background stars due to Earth's orbit yields distances up to about 1,000 parsecs—and detached eclipsing binaries, which provide geometric distances via orbital parameters. These foundational measurements then calibrate intermediate "rungs" such as Cepheid variable stars, whose period-luminosity relation (discovered by Henrietta Leavitt) allows luminosity determination and distance estimation to galaxies like the Large Magellanic Cloud at around 50 kiloparsecs, and the tip of the red giant branch (TRGB) method, which identifies a standard brightness level in stellar populations for distances up to several megaparsecs. Further rungs extend to Type Ia supernovae, standardized "standard candles" with consistent peak absolute magnitudes after corrections for light-curve shape and host galaxy properties, enabling distance measurements to galaxies in the Hubble flow out to redshifts of z ≈ 0.1 (hundreds of megaparsecs). Additional techniques, such as emissions from circumstellar disks offering geometric distances via velocity measurements and surface brightness fluctuations in elliptical galaxies, provide cross-checks and refinements to the ladder. The ladder's successive calibrations propagate uncertainties outward, with current precision for the nearest anchors at about 1% and degrading to 5-10% at cosmological scales, necessitating ongoing improvements from observatories like Hubble and . In cosmology, the cosmic distance ladder plays a pivotal role in determining the Hubble constant (H₀), which quantifies the current expansion rate of the universe, by combining low-redshift supernova distances with velocity data to fit the distance-redshift relation (d_L ≈ cz / H₀ for small z). It yields H₀ values around 73-75 km/s/Mpc, contrasting with early-universe predictions from cosmic microwave background data (≈67 km/s/Mpc), highlighting the "Hubble tension" and prompting investigations into new physics or systematic errors. Recent James Webb Space Telescope observations have corroborated these local distance ladder measurements, yielding H₀ ≈ 73 km/s/Mpc as of 2024, further underscoring the tension. This framework also supports mapping the universe's large-scale structure, testing dark energy models, and refining the cosmological distance-redshift relation across the ΛCDM paradigm.

Fundamentals

Definition and principles

The cosmic distance ladder refers to a hierarchical framework of astronomical measurement techniques that enable the determination of distances to celestial objects across increasingly vast scales, beginning with direct methods for nearby entities and progressing to indirect comparisons for remote galaxies. This approach constructs a series of interconnected "rungs," where each step relies on the provided by the previous one, allowing astronomers to extend distance estimates from the Solar System to the . A fundamental principle of the cosmic distance ladder is the use of overlapping regions between rungs, where multiple methods can be applied to the same objects, thereby transferring and refining distance scales progressively outward. For instance, direct measurements like establish baselines for nearby stars, which in turn calibrate luminosity-based indicators for more distant systems. This iterative calibration minimizes systematic errors and builds reliability across scales. Central to many rungs is the concept of , which quantifies the relationship between an object's mm, its MM, and its distance dd in parsecs via the formula: mM=5log10d5m - M = 5 \log_{10} d - 5 This equation, derived from the of light propagation, allows distances to be inferred when the intrinsic brightness () is known or standardized. The cosmic distance ladder plays a pivotal role in cosmology by facilitating measurements of the Hubble constant H0H_0, which describes the current rate of expansion, as well as tracing galaxy evolution and the overall expansion history through redshift-distance relations. Accurate distances from the ladder are essential for interpreting observations of distant supernovae and data, providing constraints on models like the Lambda-CDM paradigm. Distances in this framework are typically expressed in , where 1 parsec is defined as the distance at which 1 subtends an angle of 1 arcsecond, equivalent to approximately 3.086 × 10¹⁶ meters or 3.26 light-years. Larger scales use kiloparsecs (kpc; 10³ pc) for galactic structures and megaparsecs (Mpc; 10⁶ pc) for extragalactic distances, with 1 Mpc ≈ 3.26 million light-years, enabling consistent comparisons across cosmic epochs.

Historical development

The earliest attempts to measure cosmic distances date back to ancient Greece, where Aristarchus of Samos in the 3rd century BCE employed geometric principles involving the Earth-Moon-Sun configuration during a quarter moon to estimate the Sun's distance from Earth as approximately 18 to 20 times that of the Moon. This pioneering effort, though inaccurate by modern standards (actual ratio ~390), laid foundational ideas for trigonometric distance measurements. In the , advances in instrumentation enabled the first direct stellar distance measurement through . Friedrich Wilhelm Bessel achieved this in 1838 by observing the , determining its parallax angle as 0.31 arcseconds, corresponding to a distance of about 10.4 light-years. This breakthrough confirmed stellar distances beyond the Solar System and validated the heliocentric model on empirical grounds. The marked a shift toward extragalactic scales with the identification of variable stars as distance indicators. In the 1920s, utilized Cepheid variables, calibrated via Henrietta Leavitt's , to measure distances to nearby galaxies like Andromeda, establishing its distance at around 900,000 light-years and proving the existence of an island universe beyond the . This work extended the cosmic distance ladder to intergalactic realms. In 1952, refined this approach by distinguishing between Population I (young, classical Cepheids in spiral arms) and Population II (older, fainter Cepheids in globular clusters), revealing that Hubble's calibration had underestimated luminosities and effectively doubling the scale of the universe. Post-1950s developments incorporated new luminous objects into the ladder. The 1963 discovery of quasars by Maarten Schmidt, who identified the redshift of as indicating a distance of over 2 billion light-years, introduced highly energetic beacons for probing the distant . In the 1990s, Type Ia supernovae emerged as precise standard candles due to their consistent peak luminosities when standardized by light-curve shape, as quantified by the Phillips relation. Observations of these events culminated in 1998 evidence from the Supernova Cosmology Project and High-Z Supernova Search Team, led by , , and , showing that distant supernovae were fainter than expected in a decelerating , implying an accelerating cosmic expansion driven by . In the up to 2025, space-based missions and multi-messenger astronomy have refined the ladder's base and extended its reach. The European Space Agency's mission, launched in 2013 and concluding nominal operations in 2025, provided ultraprecise parallaxes for over a billion stars, recalibrating Cepheid distances to 1% precision and anchoring the local distance ladder more firmly. Similarly, the (JWST), operational since 2022, has observed Cepheid variables in distant galaxies with unprecedented clarity, validating the distance ladder calibrations and supporting local Hubble constant measurements around 73 km/s/Mpc as of 2025. Since 2015, detections of by and Virgo, particularly the 2017 neutron star merger with electromagnetic counterpart, have enabled "standard siren" measurements that independently yield expansion rates without relying on intermediate calibrators. A persistent challenge in this evolution is the Hubble tension, a discrepancy in the Hubble constant H_0 between local measurements (~73 km/s/Mpc from Cepheids and supernovae) and early-universe inferences from the (~67 km/s/Mpc from Planck data), remaining unresolved as of 2025 and prompting investigations into new physics.

Direct measurements

Parallax

The trigonometric parallax method determines distances to nearby stars through direct geometric measurement, exploiting Earth's orbital motion as a baseline. As Earth travels along its , a nearby star appears to shift position against the backdrop of more distant, effectively stationary stars; this apparent displacement, observed over approximately six months, defines the angle π. The angle is half the total shift, subtended by the one baseline, and the stellar distance d in parsecs is calculated as d = 1/π, with π expressed in arcseconds. The method's historical breakthrough came in 1838 when Friedrich Bessel successfully measured the of using a heliometer , yielding π = 0.314 ± 0.020 arcseconds and a distance of approximately 3.18 parsecs (10.4 light-years). Ground-based efforts prior to space were constrained by atmospheric and instrumental limits, achieving reliable parallaxes down to about 0.01 arcseconds, which corresponds to distances up to roughly 100 parsecs for fewer than 1,000 stars. These limitations restricted the method to the solar neighborhood until space-based observatories eliminated atmospheric interference. Advancements from dedicated satellites have revolutionized parallax measurements. The European Space Agency's Hipparcos mission, operational from 1989 to 1993, provided the first large-scale astrometric catalog, measuring es for over 100,000 stars with an accuracy of 0.002 arcseconds at B = 9 magnitude, enabling precise distances to about 100 parsecs and <10% relative for nearly 30,000 objects. Building on this, the mission (launched 2013, observations ended January 2025) delivers microarcsecond precision—around 20 μas for bright stars—across more than three trillion observations of over two billion stars, supporting accurate parallaxes up to approximately 10 kiloparsecs and transforming our understanding of Galactic structure. Despite these gains, parallax measurements encounter systematic and random errors that must be carefully addressed. of the star itself can contaminate the parallax signal by mimicking orbital-induced shifts, while photometric errors in positional introduce uncertainties, particularly for fainter targets; these effects bias distance estimates, with relative errors amplifying for small π (e.g., ~10% bias at σ_π ≈ 2π). For star clusters, statistical parallax mitigates individual errors by averaging measurements across multiple members, assuming the cluster's negligible depth. As the first rung of the cosmic distance ladder, trigonometric anchors local measurements by furnishing direct distances to thousands of nearby stars, which calibrate their absolute magnitudes and provide the zero-point for techniques like fitting in clusters. This foundation is essential for propagating distance scales outward, ensuring consistency in the broader ladder.

Astronomical unit

The (AU) is a fundamental in astronomy, defined as the average distance between the and the Sun over one , approximately 149.6 million kilometers. This distance serves as the baseline for measuring scales within the Solar System and anchors the cosmic distance ladder by providing a direct, geometric reference for converting angular observations into physical lengths. Historically, the AU was derived from Kepler's third law, which relates orbital periods and semi-major axes, allowing astronomers to express planetary distances in terms of . Early measurements relied on geometric methods. In 1672, and Jean Richer achieved the first reliable estimate by observing the of Mars from and , yielding a value of about 140 million km after accounting for the baseline separation between the sites. By the , astronomers refined this through observations of asteroids, such as those of (433) Eros during its close approaches, which provided multiple opportunities for baseline measurements and improved accuracy to within a few percent. These methods established the AU as a practical unit tied to observable celestial events. Modern precision came from radar ranging techniques. In 1961, the (JPL) conducted radar echoes off using the Goldstone antenna, detecting signals at 68 cm and determining the Earth-Venus with an accuracy of about 500 km, which refined the AU to 149,598,500 km. Subsequent advancements incorporated spacecraft telemetry, such as Doppler tracking and ranging data from missions like , which at distances exceeding 50 AU from the Sun contribute to high-fidelity ephemerides that iteratively adjust Solar System positions. In 2012, the (IAU) redefined the AU as exactly 149,597,870,700 meters, fixing its value conventionally to align with the in vacuum (c = 299,792,458 m/s) and eliminating dependence on dynamical models. This redefinition ensures consistency across reference frames but relies on ephemerides for practical measurements, achieving uncertainties below 1 meter through ongoing radar and spacecraft observations. Within the cosmic distance ladder, the AU enables the scaling of angular measurements to physical distances for Solar System objects, forming the foundation for methods where 1 equals 206,265 AU—the distance at which 1 AU subtends an angle of 1 arcsecond. Extensions to stellar scales use instruments like the mission and (VLBI) to measure parallaxes of Solar System bodies, such as asteroids and , thereby linking the AU-based framework to the broader stellar reference frame with sub-milliarcsecond precision.

Standard candles

Classical Cepheids

Classical Cepheids are massive, young Population I stars primarily found in the spiral arms of galaxies, where they serve as tracers of recent . These supergiant stars undergo regular radial pulsations as they evolve across the classical in the Hertzsprung-Russell diagram, exhibiting highly symmetric light curves with periods typically ranging from 1 to 100 days. The , first discovered by Henrietta S. Leavitt in 1912 using Cepheids in the , correlates the pulsation period PP with the star's intrinsic luminosity, enabling distance estimates via apparent brightness measurements. In its modern form for the V-band, the absolute visual magnitude is given by MV=2.76log10(P)1.40,M_V = -2.76 \log_{10}(P) - 1.40, where PP is in days; this relation has been refined through spectroscopic and photometric observations of Galactic and Magellanic Cloud Cepheids. The slope reflects the mass-luminosity dependence during the blue loop phase of evolution, with longer-period Cepheids being more luminous and thus suitable for probing greater distances. Calibration of the relies on direct geometric distances, such as trigonometric , to anchor the zero point. The Data Release 3 (2022) provides precise for approximately 3,000 Galactic classical Cepheids, enabling calibrations with relative precisions better than 5% out to distances of about 10 kpc through improved and multi-epoch photometry. This dataset, combined with memberships, yields an absolute of the scale to 0.9% precision, minimizing systematic offsets from earlier missions like . Overlap with measurements confirms the relation's slope while refining the intercept for extragalactic applications. Classical Cepheids have been pivotal in measuring distances to nearby galaxies, notably enabling Hubble's 1924 determination of the Andromeda galaxy's distance at approximately 900,000 light-years using 24 identified variables. This breakthrough established Andromeda as an extragalactic system and scaled the universe beyond the . Cepheids also calibrate secondary indicators like the tip of the (TRGB) for resolved stellar populations in dwarf galaxies and provide the anchor for luminosities, extending reliable distances to the Hubble flow. Despite their reliability, Cepheid distances face limitations from metallicity variations, which can subtly affect the period-luminosity zero point by up to 2% in optical bands, with metal-poor populations appearing slightly fainter. In distant, crowded fields, photometric contamination from unresolved stars introduces biases, complicating period identification and magnitude measurements. To mitigate these issues, Wesenheit magnitudes—quasi-extinction-independent indices combining multiple passbands, such as WVI=mVRmIW_{VI} = m_V - R m_I where R1.55R \approx 1.55—are employed, reducing sensitivity to differential reddening and improving precision in dusty environments.

Type Ia supernovae

Type Ia supernovae serve as powerful standard candles in the cosmic distance ladder due to their relatively uniform peak luminosities, enabling distance measurements to galaxies out to redshifts of z ≈ 1.5, corresponding to billions of light-years. These events arise from the thermonuclear detonation of a carbon-oxygen in a that accretes mass from a companion star, reaching the Chandrasekhar mass limit of approximately 1.4 solar masses, at which point the star's fails, triggering a runaway fusion reaction that disrupts the entire white dwarf. This single-degenerate or double-degenerate progenitor scenario results in a consistent energy release of about 10^{51} erg, producing peak luminosities around 4 × 10^9 solar luminosities in the optical bands, with the explosion ejecta expanding at velocities of 10,000–20,000 km/s. The standardization of Type Ia supernovae relies on empirical relations that correct for intrinsic variations in their light curves, primarily the Phillips relation established in 1993, which links the absolute V-band magnitude at peak to the decline rate over the first 15 days post-maximum (Δm_{15}). This relation demonstrates that intrinsically brighter supernovae decline more slowly, allowing calibration to a standardized peak absolute magnitude of M_V ≈ -19.3 mag after applying corrections for light-curve shape parameterized by a stretch factor s (typically 0.7–1.2) or Δm_{15} (1.0–1.5 mag), with a slope β ≈ -2.5 in the relation M_B = M_{B0} + β(s - 1). The distance modulus is then computed as μ = m_B - M_B, where m_B is the observed B-band peak magnitude, incorporating additional corrections for host-galaxy peculiar velocities and color terms; this achieves a typical dispersion of σ_μ ≈ 0.15 mag, corresponding to 7% distance precision. Calibration of the absolute magnitude zero-point for Type Ia supernovae is anchored to star distances measured in the host galaxies of nearby events, as demonstrated by the Key Project, which used observations of 18 galaxies to establish H_0 ≈ 72 km/s/Mpc. This local calibration extends the distance ladder to megaparsec scales, where Type Ia supernovae can probe the Hubble flow with samples of hundreds of events. To mitigate , which preferentially includes brighter (closer) supernovae in flux-limited surveys and can bias distances by up to 0.2 mag at high , volume-weighted statistical corrections are applied based on the observed function and survey completeness. Interstellar dust extinction, both in the Milky Way and host galaxies, is addressed through multi-band photometry (e.g., B-V, V-I colors) to estimate the color excess E(B-V) and apply extinction laws like Cardelli's R_V-dependent model, reducing the impact on apparent magnitudes to <0.1 mag for most events after correction. These techniques were pivotal in the 1998 discovery of the 's accelerating expansion, where observations of 16 high-redshift Type Ia supernovae (z ≈ 0.5) by the High-Z Supernova Search Team revealed dimmer-than-expected luminosities, implying a cosmological constant-dominated with Ω_Λ ≈ 0.7. The ongoing SH0ES project refines this approach with observations of Cepheid-calibrated hosts, yielding a local Hubble constant of H_0 ≈ 73 km/s/Mpc in 2025 analyses of over 40 supernovae, highlighting tensions with early-universe measurements.

Tip of the red giant branch

The tip of the (TRGB) marks the evolutionary stage where low-mass stars, during their ascent along the , experience a in their cores, abruptly halting further brightening before transitioning to the . This discontinuity provides a well-defined threshold, with the in the I-band calibrated at approximately -3.5 mag for old, low- populations, showing minimal sensitivity to age or variations in systems older than about 1 Gyr. Distances are determined by observing resolved stars in nearby galaxies to construct a color-magnitude diagram, where the TRGB appears as a sharp cutoff in the sequence. The tip magnitude is identified through edge-detection techniques applied to the stellar luminosity function, such as the Savitzky-Golay filter, which smooths the data and highlights the second peak corresponding to the discontinuity, enabling precise measurement of the . The method's absolute scale is calibrated using the (LMC) as an anchor, leveraging its distance established via independent techniques and cross-checked with Small Magellanic Cloud overlaps to account for metallicity effects; recent refinements incorporate Gaia parallaxes for Milky Way globular clusters and fields to geometrically validate the zero-point. This yields a distance precision of approximately 5% for galaxies out to 1 Mpc. The TRGB has been extensively applied to map distances in the local volume, including galaxies surveyed in the ACS Nearby Galaxy Survey Treasury (), which targeted systems within 4 Mpc to establish a legacy dataset of stellar photometry. It particularly complements Cepheid-based measurements in metal-poor dwarf galaxies, where the TRGB's stability in low-metallicity environments provides reliable anchors. Calibration overlaps with Cepheids in galaxies like the LMC further validate its consistency. Compared to Cepheids, the TRGB benefits from the abundance of stars in evolved populations, making it ideal for distance determinations in elliptical galaxies that lack young, massive stars. A key limitation is the need for resolved stellar imaging, which restricts applications to nearby systems observable with high-resolution facilities like the or .

Standard rulers

Baryon acoustic oscillations

Baryon acoustic oscillations (BAO) originate from pressure waves in the early universe's plasma of baryons and photons before recombination, when the universe was at redshifts greater than about 1100. These sound waves, driven by initial density perturbations from inflation, propagated through the coupled baryon-photon fluid at roughly one-third the speed of light, creating spherical over- and under-densities. At the drag epoch, around redshift z ≈ 1020, the baryons decoupled from photons, freezing the wave patterns into the initial conditions of large-scale structure formation as a characteristic comoving scale of approximately 150 Mpc. This frozen scale imprints a peak in the correlation function of galaxies today, serving as a "standard ruler" for measuring cosmic distances independent of local astrophysical assumptions. In observations, the BAO feature appears as a excess correlation at around 105 h^{-1} Mpc in the two-point of galaxy distributions, allowing measurement of the d_A(z) at various redshifts z. The observed angular scale θ_BA of this peak relates to the r_s and d_A(z) via the formula θBA=rsdA(z),\theta_\mathrm{BA} = \frac{r_s}{d_A(z)}, where r_s is the comoving at the drag epoch, calibrated to ~147 Mpc using (CMB) data. By comparing the transverse (angular) BAO scale to the radial (redshift-space) scale, surveys also infer the Hubble parameter H(z), providing complementary distance measures. The r_s acts as the fixed fiducial length, enabling precise mapping of the universe's expansion history. Key surveys have detected and refined BAO measurements over decades. The Sloan Digital Sky Survey (SDSS) first detected the BAO peak in 2005 using luminous red galaxies at z ≈ 0.35, establishing its viability as a cosmological probe. The Baryon Oscillation Spectroscopic Survey (BOSS), part of SDSS-III in the 2010s, extended measurements to higher redshifts up to z ≈ 0.7 with percent-level precision on d_A(z) and H(z). Efforts like the Dark Energy Spectroscopic Instrument (DESI), operating from 2021 to 2026, have targeted galaxies and quasars out to z ≈ 3 and achieved sub-percent accuracy on distance ratios as of its second data release (DR2) in March 2025, enabling tomographic analyses across cosmic time and providing the most precise BAO measurements to date. These recent results also strengthen hints of evolving dark energy, with potential deviations from a constant equation-of-state parameter w = -1. At low redshifts (z < 1), BAO measurements now reach precisions of ~0.3-0.5% for d_A(z) as of 2025, thanks to larger samples from surveys like and improved modeling of systematics like redshift errors and fiber collisions. This high precision facilitates the Alcock-Paczyński test, which assesses the consistency of observed radial and transverse scales against expectations in a given cosmological model, thereby constraining properties such as its equation-of-state parameter w. Deviations from a flat ΛCDM universe would distort the isotropic BAO signature, making it a robust tool for probing cosmic acceleration without relying on absolute flux calibrations.

Cosmic microwave background

The () acts as a standard ruler at the pinnacle of the cosmic distance ladder, offering a direct probe of the universe's and expansion history at the epoch of recombination, when the plasma cooled to approximately 3000 K and photons decoupled from baryons at z1100z \approx 1100. These conditions marked the end of the photon-baryon fluid's acoustic oscillations, freezing the sound horizon—the comoving distance sound waves could travel, roughly 147 Mpc in a flat Λ\LambdaCDM model—into the fluctuations observed today. The resulting angular power spectrum exhibits peaks from these oscillations, with the first peak encoding the sound horizon's projected scale on the sky. The position of the first acoustic peak, at multipole moment 220\ell \approx 220, corresponds to the sound horizon's angular scale θ0.6\theta_* \approx 0.6^\circ (or 100θ=1.0411±0.0003100 \theta_* = 1.0411 \pm 0.0003). This scale relates the comoving sound horizon rsr_s to the dA(z=1100)d_A(z=1100) via dA(z=1100)=rsθ,d_A(z=1100) = \frac{r_s}{\theta_*}, where rsr_s is computed from the sound speed and recombination physics. Fitting the full CMB spectrum to Λ\LambdaCDM yields the Hubble constant H0=67.4±0.5H_0 = 67.4 \pm 0.5 km/s/Mpc, anchoring distances to the early universe and enabling cross-checks with lower-redshift probes. Key advancements in CMB measurements began with the Cosmic Background Explorer (COBE), launched in 1992, which detected the first evidence of temperature anisotropies at large scales (<30\ell < 30) with a quadrupole amplitude of ΔT/T105\Delta T / T \approx 10^{-5}. The (WMAP), operational from 2001 to 2010, mapped the full power spectrum to 1000\ell \approx 1000, confirming the acoustic peaks and constraining H0H_0 to 70.4 ± 1.4 km/s/Mpc. Planck, launched in 2009 and surveying until 2013, achieved arcminute resolution across nine frequencies, delivering the seven acoustic peaks with percent precision and the current benchmark H0H_0. The Simons Observatory has commenced observations in Chile's from 2024 onward, enhancing sensitivity by over an and targeting smaller scales and polarization signals. Within the distance ladder, the sound horizon calibrates the acoustic oscillation (BAO) scale, translating observed BAO features at intermediate redshifts into absolute via the early-universe ruler length. This top-down approach reveals tensions, as the CMB-derived H0H_0 deviates by ~5σ from local ladder estimates (~73 km/s/Mpc), underscoring potential in foreground subtraction, recombination physics, or late-time evolution. Extensions to polarization measurements probe the E-mode spectrum from acoustic oscillations, while CMB gravitational lensing reconstructs the deflection field, enabling distance ratios through cross-correlations with galaxy surveys and refining matter distribution constraints.

Standard sirens

Gravitational waves

Gravitational waves emitted during the inspiral and merger of compact binary systems, such as black hole or neutron star pairs, serve as standard sirens for measuring cosmic distances. The waveform's amplitude and phase evolution, governed by general relativity, directly encode the luminosity distance dLd_L to the source, while the chirp mass M\mathcal{M} is inferred from the frequency sweep without relying on intrinsic luminosity assumptions. This relation ties dL=(1+z)dMd_L = (1 + z) d_M, where dMd_M is the comoving distance and zz is the redshift, enabling independent distance estimates that complement the cosmic distance ladder. The first direct detection of , GW150914, occurred on September 14, 2015, by the observatories and originated from a merger at a of approximately 410 Mpc. This event demonstrated the potential of for measurements, though its was estimated statistically assuming a standard cosmology, yielding z0.09z \approx 0.09. Calibration of gravitational wave distances has been advanced through events with electromagnetic counterparts, allowing precise host identification. For instance, , detected in 2017, was localized to the NGC 4993 at a of about 40 Mpc, enabling a standard siren measurement of the Hubble constant H070kms1Mpc1H_0 \approx 70 \, \mathrm{km \, s^{-1} \, Mpc^{-1}} with an uncertainty of roughly 12%. This multimessenger observation provided a direct, model-independent constraint on H0H_0, highlighting the method's power when redshifts are secured via host . The LIGO-Virgo-KAGRA O4 run (2023–2025), which concluded in November 2025, detected approximately 250 events, including dozens suitable for standard siren analyses to refine H0H_0 measurements. These include both bright sirens with potential electromagnetic follow-up and dark sirens using statistical galaxy catalogs for inference. The primary advantages of standard sirens lie in their independence from the assumptions of standard candles, offering a purely gravitational probe of cosmic expansion that can cross-check tensions in H0H_0 values from other methods. However, limitations include the rarity of detectable events—typically a few tens per year for binary neutron stars within horizon distances—and the challenge of obtaining accurate , which often requires rapid electromagnetic counterpart detection or large-scale statistical matching to reduce uncertainties.

Binary neutron star mergers

Binary neutron star (BNS) mergers serve as "standard sirens" in the cosmic distance ladder by providing direct measurements of luminosity distance through (GW) signals, with electromagnetic (EM) counterparts enabling independent determinations for Hubble constant (H0H_0) estimates free from assumptions about the underlying cosmological model. Unlike mergers, which lack EM emission, BNS events produce detectable s and e, allowing precise host galaxy identification and spectroscopic redshifts. This multimessenger approach was first realized with the detection of on August 17, 2017, by the and Virgo observatories, marking the inaugural observation of a BNS inspiral and merger. The event was associated with the short GRB 170817A, detected 1.7 seconds after the GW signal by Fermi Gamma-ray Burst Monitor and , confirming the merger origin of such bursts. Additionally, an optical transient, the AT2017gfo, was observed in the host galaxy NGC 4993, providing multiwavelength evidence of r-process nucleosynthesis from ejected neutron-rich material. The GW analysis of GW170817 yielded a luminosity distance of DL=40±8D_L = 40 \pm 8 Mpc, derived from the amplitude of the inspiral waveform under . This distance was corroborated by independent EM measurements of the host galaxy NGC 4993, including stars in nearby galaxies within the Leo I Group, yielding D=41.0±3.1D = 41.0 \pm 3.1 Mpc. The z=0.0098z = 0.0098, obtained from absorption features in NGC 4993's spectrum, combined with the GW distance to estimate H0=708+12H_0 = 70^{+12}_{-8} km s1^{-1} Mpc1^{-1}, bypassing priors on density or other cosmological parameters. This measurement highlighted the power of BNS mergers for "bright siren" cosmology, where EM counterparts resolve the inclination-distance degeneracy inherent in GW signals alone, improving precision by constraining the viewing angle through the GRB jet orientation and light curves. A unique advantage of BNS mergers with EM counterparts lies in their ability to break degeneracies in population synthesis models used for calibrating statistical standard sirens, by providing direct empirical constraints on merger rates and orientations without relying solely on theoretical simulations. Future detections promise enhanced measurements, with the space-based , slated for launch in the 2030s, expected to observe Galactic BNS mergers through continuous inspiral signals, offering sub-percent distance precision for local H0H_0 probes. Ground-based upgrades to and Virgo, combined with wide-field optical follow-up from the , which began operations in 2025, will facilitate rapid host galaxy identification for extragalactic events, potentially yielding dozens of bright sirens to refine the distance ladder at cosmological scales.

Local distance indicators

Main sequence fitting

Main sequence fitting is a photometric technique used to estimate distances to star clusters by comparing the observed color-magnitude diagram (CMD) of a target cluster to a calibrated template derived from nearby open clusters. The method relies on the fact that stars of similar spectral type have predictable absolute magnitudes based on their position in the Hertzsprung-Russell diagram, allowing the vertical shift in apparent magnitude to yield the distance modulus after corrections for interstellar effects. Calibration begins with nearby open clusters like the Hyades, whose distance is established via trigonometric measurements, providing absolute magnitudes for stars at the turn-off point or along the sequence. For instance, data initially refined this calibration by comparing multicolor photometry to parallax distances, achieving consistency within observational errors for clusters within 500 pc. More recently, data has improved the Hyades parallax to high precision, enabling a robust template CMD that accounts for color-temperature relations. This template is then fitted to the observed CMD of a distant cluster or by shifting it vertically and horizontally to match the locus, with the vertical shift giving the . The precision of fitting typically ranges from 10-20% in distance (corresponding to 0.2-0.4 mag in ) for scales, limited primarily by uncertainties in cluster age, , and interstellar reddening, which can alter the main sequence slope and position. Horizontal shifts for color corrections and vertical adjustments for distance are iteratively refined using multicolor data to minimize these effects, but systematic errors from incomplete membership or binary contamination can still impact results. Historically, prior to the mission, fitting was commonly applied to globular clusters to derive distances by aligning their lower s with those of templates, aiding in the calibration of the luminosity. With 's precise parallaxes now available for many s and improved resolution for globulars, the method has become secondary to the tip of the (TRGB) technique for certain applications, particularly where evolved stars provide sharper indicators. The distance modulus is calculated as (mM)0=5log10(dpc)5,(m - M)_0 = 5 \log_{10} \left( \frac{d}{\mathrm{pc}} \right) - 5, where the observed mm in the V-band is corrected for to obtain the intrinsic (mM)0(m - M)_0, using the reddening law AV=RVE(BV)A_V = R_V E(B-V) with RV3.1R_V \approx 3.1 for the diffuse .

RR Lyrae variables

RR Lyrae variables are radially pulsating stars situated on the of the Hertzsprung-Russell diagram, representing old, metal-poor stellar populations in the halo and nearby galaxies. These stars exhibit short pulsation periods ranging from approximately 0.2 to 1 day and are classified into subtypes based on their pulsation modes: RRab stars pulsate in the fundamental mode with asymmetric s, while RRc stars pulsate in the first overtone with more sinusoidal shapes. The Bailey diagram, which plots light curve amplitude against pulsation period, distinctly separates these subtypes and has been confirmed using samples of Galactic field RR Lyrae stars. The absolute visual magnitude of RR Lyrae stars depends weakly on , following the relation MV=0.23([Fe/H]+1.6)+0.56M_V = 0.23([\mathrm{Fe/H}] + 1.6) + 0.56, derived through the Baade-Wesselink method that integrates measurements with variations to estimate luminosities independent of distance. This method has been applied to field RR Lyrae stars across a range of metallicities, providing a foundational for their use as standard candles. Advancements from Data Release 3 (2022) parallaxes for over 270,000 RR Lyrae stars have further refined this calibration, validating the Bailey diagram for subtypes and yielding period-luminosity-metallicity relations with reduced scatter, such as in the Wesenheit index to minimize effects. In the cosmic distance ladder, RR Lyrae stars serve as the first rung beyond trigonometric parallaxes, enabling distance measurements to the halo, s, and the (LMC) at approximately 50 kpc. Their distances are computed via the using the calibrated absolute magnitudes, with applications including mapping the structure of the through spatial distributions of these variables and determining distances to constrain ages of old populations. For instance, RR Lyrae observations have established the LMC at around 18.5 mag, anchoring subsequent rungs of the ladder. RR Lyrae stars offer advantages as distance indicators due to their abundance in ancient stellar systems and reduced sensitivity to interstellar extinction when observed in the near-infrared, where their period- relations are steep and robust against reddening. However, their limitations include a narrower intrinsic range compared to brighter indicators like classical Cepheids, restricting applications to relatively nearby systems within the Local Group. To achieve metallicity-independent absolute magnitudes, Fourier decomposition of curves decomposes the variability into sinusoidal components, allowing derivation of [Fe/H] from parameters like the phase difference ϕ31\phi_{31} and amplitude ratios, which can then be substituted into the magnitude-metallicity relation.

Extragalactic distance indicators

Surface brightness fluctuations

The surface brightness fluctuation (SBF) method measures distances to early-type galaxies by quantifying the statistical variations in their arising from the Poisson noise of unresolved . This approach is particularly effective for galaxies where individual cannot be resolved, as the amplitude of these fluctuations scales inversely with : closer galaxies appear lumpier due to larger angular sizes of stellar images, while distant ones smooth out. The method achieves distance accuracies of about 5% for suitable targets. The core involves the apparent fluctuation magnitude mˉ\bar{m}, which relates to the absolute fluctuation magnitude Mˉ\bar{M} through the μ=mˉMˉ\mu = \bar{m} - \bar{M}. Here, Mˉ\bar{M} depends on the underlying stellar luminosity function of the 's population, which governs the variance in counts per resolution element. The Poisson noise from these unresolved stars is measured via of the , isolating the power at low spatial frequencies after subtracting the profile. The Tonry-Tremaine index quantifies this noise by computing the ratio of the fluctuation variance to the squared , providing a dimensionless measure robust to seeing and background effects. Calibration of the SBF method anchors the Mˉ\bar{M} to independent distance indicators, primarily the tip of the (TRGB) and Cepheid variables measured in the . An empirical relation links MˉI\bar{M}_I to the galaxy's central velocity dispersion σ\sigma, given by MˉI1.2+1.6logσ\bar{M}_I \approx -1.2 + 1.6 \log \sigma, where σ\sigma is in km/s; this accounts for variations in stellar populations across galaxies. For ellipticals, TRGB distances provide a geometric zero-point, enabling extension to more distant systems without reliance on resolved stars. SBF is well-suited for early-type galaxies like ellipticals and lenticulars, as their smooth, dust-poor light profiles minimize contamination from dust extinction or irregular structure. Observations with the Hubble Space Telescope's Advanced Camera for Surveys (HST/ACS) have applied SBF to survey hundreds of galaxies out to 100 Mpc, yielding precise catalogs for studies of flows and the . The method's insensitivity to interstellar makes it complementary to other indicators for bulge-dominated systems. Recent advances leverage the (JWST) for near-infrared SBF measurements, extending the method to higher redshifts by resolving fainter fluctuations and refining calibrations with TRGB distances to Virgo galaxies. JWST/NIRCam observations of ellipticals have yielded updated zero-points, reducing systematic uncertainties and supporting Cepheid-independent Hubble constant estimates around 73.8 km/s/Mpc.

Tully-Fisher relation

The Tully-Fisher relation establishes an empirical correlation between the intrinsic LL of a and its maximum rotation velocity VrotV_{\rm rot}, expressed as LVrotαL \propto V_{\rm rot}^\alpha, where the power-law index α4\alpha \approx 4 in the . This scaling arises from the , which relates a galaxy's dynamical MM to its rotation velocity and size RR via MVrot2RM \propto V_{\rm rot}^2 R; assuming luminosity traces mass and remains roughly constant, the relation implies LVrot4L \propto V_{\rm rot}^4 when RVrot2R \propto V_{\rm rot}^2, a condition supported by the flat rotation curves observed in that indicate extended halos. The original formulation was proposed by Tully and Fisher in as a distance indicator independent of , linking neutral linewidths to optical luminosities. Rotation velocities are typically inferred from the 21 cm neutral hydrogen (HI) emission line profiles, using the linewidth at 20% (W20W_{20}) or 50% (W50W_{50}) of the peak intensity as a proxy for twice the projected rotation speed, 2Vrotsini2 V_{\rm rot} \sin i, where ii is the galaxy's inclination angle. Inclination corrections are essential and are derived from optical axis ratios or kinematic modeling to recover the deprojected VrotV_{\rm rot}, with typical uncertainties of 5-10 km/s for well-resolved profiles. Luminosity measurements favor the near-infrared K-band to reduce biases from dust extinction and stellar population variations, yielding a tighter relation compared to optical bands. Malmquist bias, arising from volume-limited sampling where brighter galaxies are overrepresented at larger distances, requires corrections such as magnitude-dependent offsets or simulations to ensure unbiased distance estimates. The relation is calibrated using star distances to approximately 30 nearby spiral galaxies, as detailed in the Hubble Space Telescope Key Project by Freedman et al. (2001), which established the absolute zero-point with a random of about 5% and systematic errors around 10%. This calibration enables distance determinations with typical precision of 10-20% out to 100 Mpc, making the Tully-Fisher relation a primary tool for extragalactic distance measurements. Applications include mapping peculiar velocities and large-scale cosmic flows in the nearby universe, such as those influencing the Local Group, with contributions from surveys like the Canada-France-Hawaii Telescope observations integrated into the Cosmic Flows program.

Globular cluster luminosity function

The globular cluster luminosity function (GCLF) provides a secondary distance indicator in the cosmic distance ladder by leveraging the characteristic peak in the distribution of absolute magnitudes of s within galaxies. This peak, typically at MV7.5M_V \approx -7.5 mag, arises from the interplay between the of star clusters at formation and subsequent dynamical , which selectively disrupts lower-mass clusters through processes like and tidal shocking, leading to a quasi-universal turnover across diverse populations. The method involves observing the apparent magnitudes of globular clusters in a target galaxy, constructing the luminosity function, and fitting it with a Gaussian or similar parametric form to identify the peak apparent magnitude mVm_V. The distance modulus is then derived as (mVMV)(m_V - M_V), where the absolute peak MVM_V is calibrated from nearby systems like the and , whose distances are anchored by RR Lyrae variables. Corrections for observational incompleteness at the faint end—due to detection limits—and for background from foreground stars or unresolved sources are applied to ensure accurate fitting, often using maximum-likelihood techniques. Early applications in the 1990s utilized observations to resolve globular clusters in ellipticals, yielding a of approximately 31.0 mag, consistent with other indicators and confirming the cluster's proximity at about 16 Mpc. The technique has since been extended to the and Clusters, where it provides relative distances with systematic offsets of 0.1–0.3 mag compared to Virgo, aiding in mapping large-scale structure. With HST imaging, the GCLF achieves precisions of around 15% in distance estimates out to 30 Mpc, particularly for early-type galaxies hosting rich cluster systems. The Harris maximum-likelihood fitting approach, refined in subsequent works, parameterizes the GCLF dispersion and peak while accounting for luminosity trends, where smaller exhibit narrower functions. However, the method faces limitations in low-mass , where sparse globular cluster populations—often fewer than 50—result in poorly constrained luminosity functions, reducing reliability below luminosities of MB20M_B \approx -20 mag.

Calibration and scaling

Overlap between methods

The cosmic distance ladder relies on overlapping measurements between successive rungs to verify and propagate uncertainties across the scale. These overlaps occur when multiple independent methods yield distances to the same astronomical objects or populations, allowing astronomers to cross-check results and identify discrepancies that could arise from systematic biases. For instance, trigonometric parallaxes from missions like provide direct geometric distances to nearby stars, which can be compared with standard candle methods such as Cepheid variables in the same fields. Recent analyses using Gaia Data Release 3 (DR3) parallaxes for over 3,400 Galactic classical Cepheids have calibrated their period-luminosity-metallicity relations in infrared bands, achieving average relative distance precisions of about 3.1% and confirming the Leavitt law's applicability within the Galaxy. Similarly, at extragalactic scales, Cepheid distances to galaxies hosting enable direct calibration of supernova luminosities; in the galaxy M100, (HST) observations of Cepheids yielded a distance of 17.1 ± 1.8 Mpc, which aligned with the light curve properties of a Type Ia supernova in the same galaxy, establishing a consistent link between these methods. To ensure ladder consistency, statistical techniques such as weighted averaging and χ² minimization are employed to combine overlapping measurements while accounting for their respective uncertainties. Weighted averages prioritize data with smaller errors, providing a composite distance estimate that minimizes variance across methods. χ² minimization, in turn, fits models to the ensemble of distances, quantifying goodness-of-fit and flagging outliers that might indicate unresolved systematics; for example, it has been used to assess historical compilations of Hubble constant measurements derived from ladder overlaps, revealing the need to exclude inconsistent data points for statistical significance. These approaches propagate errors by distinguishing random statistical uncertainties (e.g., from photometric noise) from systematic floors, such as metallicity effects that can alter Cepheid luminosities by up to 0.2 mag across galactic environments. Monte Carlo simulations further model error propagation by generating thousands of random realizations of the data, incorporating both random and systematic components to estimate the full uncertainty budget; studies of local distance indicators have used this to quantify how metallicity variations contribute a systematic floor of ~0.04 mag to Cepheid distances, separate from random errors of ~0.05 mag per measurement. A pivotal case study in integrating overlaps is the HST Key Project on the extragalactic distance scale, conducted in the , which combined ground-based parallaxes for absolute calibration, Cepheid observations in 18 nearby galaxies, and distances to derive the Hubble constant. By overlapping Cepheid distances with supernova light curves in galaxies like those in the Virgo and Clusters, the project achieved consistency across rungs, yielding H₀ = 72 ± 8 km s⁻¹ Mpc⁻¹ and demonstrating how multi-method verification reduces overall uncertainty by ~50% compared to single-rung extrapolations. As of 2025, overlaps between parallaxes and the tip of the (TRGB) method have significantly reduced local uncertainties in the distance ladder. 's DR3 parallaxes for Milky Way red giants provide a geometric of the TRGB magnitude in the Cousins I-band at M_I^{TRGB} = -4.042 ± 0.041 (stat.) ± 0.031 (sys.) mag, enabling precise anchoring of TRGB distances to external galaxies and lowering the systematic error in the first rung to below 2%. This overlap has tightened constraints on nearby scales, facilitating more robust propagation to higher rungs.

Zero-point calibration

The zero-point calibration of the cosmic distance ladder relies on direct geometric measurements that establish absolute distances to nearby astrophysical objects, providing the foundational scale for extrapolating to more distant indicators. These anchors ensure that relative distances from standard candles like Cepheids and RR Lyrae are tied to an absolute framework, minimizing systematic uncertainties in the overall ladder. The primary geometric anchor comes from trigonometric parallaxes of Cepheids and RR Lyrae stars measured by the mission. Gaia's Data Release 2 and subsequent releases have provided precise parallaxes for hundreds of Cepheids and thousands of RR Lyrae variables, enabling the calibration of their period-luminosity relations with uncertainties as low as 2-3% for the brightest sources. This direct measurement of absolute magnitudes anchors the first rung of the ladder, allowing Cepheids and RR Lyrae to serve as reliable calibrators for extragalactic distances. Secondary anchors supplement these parallaxes with independent geometric distances to nearby galaxies. Interferometric observations, such as those from the CHARA array, contribute to calibrating the tip of the (TRGB) method by measuring angular diameters and effective temperatures of stars in the (LMC), refining the absolute luminosity of the TRGB at approximately 50 kpc. Complementing this, the geometric distance to NGC 4258, derived from the Keplerian motion of water megamasers in its circumnuclear disk, yields 7.576 ± 0.114 Mpc with 3% precision, serving as a key anchor for Cepheid and TRGB calibrations in external galaxies. An independent absolute scale is provided by the (), which measures the to the surface of last scattering at z ≈ 1090 through the angular scale of acoustic peaks in the and polarization power spectra. This , approximately 13.8 Gpc in a flat ΛCDM model, offers a high-redshift zero-point that can be directly compared to local predictions, testing for consistency across cosmic epochs without reliance on intermediate indicators. These anchors enable consistency checks, such as combining distances with Cepheid or TRGB measurements, which yield a siren-independent Hubble constant of approximately 69 km/s/Mpc, highlighting tensions with CMB-inferred values but validating the geometric foundations. Such checks, including brief overlaps with structures like the , reinforce the ladder's reliability. Looking ahead, (JWST) observations targeting maser host galaxies and additional geometric anchors are projected to deliver 1% precision distances by 2025 and beyond, further tightening the zero-point calibration through refined Cepheid, TRGB, and surface brightness fluctuation measurements in these systems. As of mid-2025, JWST data combined with HST have yielded an updated H₀ = 70.4 ± 1.9 km/s/Mpc from TRGB-calibrated distances, achieving approximately 3% precision and bringing local measurements closer to CMB predictions.

References

Add your contribution
Related Hubs
User Avatar
No comments yet.