Methods

Nothing here was measured by us. Every value was downloaded from a published catalogue, and between that catalogue’s file and the page you were reading it sat in, something was done to it — a unit converted, a redshift turned into a distance, a fit refused for failing its own quality test. This page is the whole of what was done, per upstream, with the assumptions written out.

It describes the rows this database is serving right now, so the counts below are queried rather than quoted. If you need a state of the catalogue that cannot move under a citation, take a frozen release instead — the conventions on this page are recorded inside it.

ON THIS PAGETHREE RULES
[

THREE RULES BEHIND ALL OF IT

] READ FIRST#
  • A number whose provenance is not stored is not published

    Every value carries the catalogue it came from; every distance carries the method that produced it; every model fit says it is a model fit. Where an upstream gives a quantity without saying what it is, the honest label is the column it came from, and that is what the record says.

  • A missing value stays missing

    Nothing is filled in, averaged, or carried over from a similar object. Sentinels are not measurements: an unmeasured mass published as zero, a distance parked at a placeholder, a proper motion sitting on the ceiling of a four-digit column — all read as empty. So does a published uncertainty of exactly zero, which is the same trap wearing the strongest possible claim.

  • A derived value falls with what it was derived from

    If a distance is rejected, the absolute magnitude and the luminosity computed from it go too, and an error bar never outlives the value it qualified. Two catalogues describing one object are never blended into a third reading that neither of them published.

[

WHERE A DISTANCE COMES FROM

] 187 341 OF 227 889 OBJECTS#

A distance from Earth is the number readers quote most and the number most often quoted without its ladder. Each row here is one rung, the count is how many objects stand on it, and the last column is how many of those publish an uncertainty. The record says which rung it is on in distance_method, in words, not as a code.

The last row is not a gap in the data. A planet, a moon, an asteroid or a comet has no fixed distance from Earth — what it has is an orbit, and the orbit is what the record stores. The rest are the stars and galaxies whose catalogue carries no usable parallax and no redshift this page would convert.

  • By definition1

    The Sun. Its distance is the astronomical unit, which since 2012 is a defined number of metres rather than a measured one.

  • Trigonometric parallax109 399

    The angle the Earth's orbit subtends at the star, inverted to a distance by the catalogue that measured it — Hipparcos, and Gaia where the two could be matched to one star. It is the only rung that assumes nothing about the object itself, which is why it is the rung everything else is calibrated against. These rows carry no error bar: the upstream publishes the distance without one, and the bar it deserves is not this site's to invent. A parallax distance is also not symmetric in the way a naive inversion suggests — the further the star, the more the inversion favours the near side — and no correction for that is applied here either.

  • The system distance an exoplanet inherits10 137

    A planet is as far away as its star, so both carry the distance the exoplanet archive publishes for the system — with the column it came from and the paper the archive names for it written into the method, because it is not one kind of measurement. Most are inferred from Gaia parallaxes rather than being one, and the microlensing systems are a Bayesian estimate from a galactic model with no parallax measured anywhere in them.

  • Cluster membership318

    An open cluster is nearer than any single one of its stars can prove: the members share a parallax, and averaging over the ones a membership analysis accepts beats every one of them (Cantat-Gaudin et al. 2020).

  • The globular-cluster scale103

    Harris's catalogue (2010 edition), which fixes each cluster's distance from its horizontal branch and its reddening — a standard candle, calibrated, not a geometric measurement.

  • The planetary-nebula statistical scale106

    Stanghellini et al. (2008), which reads a distance out of a nebula's angular size and surface brightness against a calibrating sample. It is a scale rather than a measurement, and it is the weakest rung the catalogue publishes: individual objects can be wrong by tens of per cent.

  • Redshift, converted here9804

    A galaxy's heliocentric redshift, corrected into the frame of the cosmic microwave background and run through the cosmology below to a luminosity distance. Only above the floor, and only where both frames agree there is a Hubble flow to measure.

  • Spectroscopic redshift from a galaxy survey21 517

    The same conversion, over a redshift a survey measured from spectral lines. The redshift is the survey's; the distance is this catalogue's, so that two galaxies in one cluster are not divided by two different expansion rates.

  • Photometric redshift from a galaxy survey31 437

    The same conversion again, over a redshift fitted to colours rather than measured from lines. The survey gives such a redshift a standard deviation of about 20% of itself against 2.9% for a spectroscopic one, so these distances are good to a fifth and their error bars say so — a photometric distance and a spectroscopic one on neighbouring pages are not comparable numbers.

  • A redshift transcribed from a paper39

    The quasars, whose redshift is the whole of their distance: they are too far for a parallax, and no Cepheid or supernova has been found in any of them. The redshift is entered per object from the literature and the conversion is this catalogue's own, so that a quasar's distance and a galaxy's come out of the same integral rather than out of two papers written under two cosmologies.

  • A distance the survey measured directly176

    The handful of galaxies whose distance a survey published from a measurement of its own rather than from a redshift, kept exactly as published. There is no expansion rate inside these, so none is divided out of them.

  • A pulsar's own parallax410

    The same geometry as a star's, measured a different way: either from how the arrival times of a pulsar's pulses shift as the Earth crosses its orbit, or from watching the source itself move against distant quasars with radio interferometry. A few hundred pulsars have one, and where they do it is preferred over the model below — it contains no model of the galaxy at all.

  • Dispersion measure, through a model of the galaxy3868

    A radio pulse arrives later at low frequencies than at high ones, because the free electrons on the way slow the low ones more. The delay counts those electrons exactly, and that count — the dispersion measure — is as precisely known as anything in this catalogue. Turning it into a distance is the uncertain half: it needs a model of how the galaxy's electrons are laid out, and this catalogue uses YMW16. Along a well-mapped line of sight the answer is good to tens of per cent; through a spiral arm nobody has surveyed it can be out by a factor.

  • A literature value, entered by hand25

    The objects no bulk catalogue carries — the black holes among them — whose distance is transcribed from the paper that measured it.

  • Something else1

    A method this page has no paragraph for yet. The row itself still says which one it is.

[

THE COSMOLOGY

] H0 70 · ΩM 0.3153#

Turning a redshift into a distance takes three choices, and all three are made here rather than inherited from whichever survey the redshift came from.

  • The expansion rate: H₀ = 70 km/s/Mpc

    The round number between the two measurements that do not agree — 67.4 ± 0.5 from the microwave background and 73.0 ± 1.0 from the distance ladder, which are five standard deviations apart. Choosing either would take a side in a live argument on every galaxy page. The ±4% it costs is not left implied by the digits: it is in the error bar on every distance derived this way.

  • Flat ΛCDM with Ωm = 0.3153

    The full luminosity distance, not cz/H₀, which is only its first term and runs 13% short at the furthest galaxy this catalogue holds.

  • The rest frame of the microwave background

    A heliocentric redshift carries the Sun’s own 370 km/s through the local universe, which at these distances is the same size as the signal. Redshifts are corrected into the background frame through the measured dipole before anything is computed from them.

  • A floor at z = 0.0015, tested in both frames

    That is 450 km/s of recession, against the 200–400 km/s of infall toward Virgo and the Great Attractor that nobody removes from an individual galaxy. Below it a “distance” maps the local velocity field rather than the expansion. The test runs in both frames, because a redshift that 370 km/s of correction can push across the floor is one that 300 km/s of the galaxy’s own motion can push back — and where the two frames disagree about whether there is a Hubble flow to measure, no distance is published in either.

One consequence is worth stating plainly: the expansion-rate systematic is the same sign on every distance derived from a redshift. It cancels when you compare two of them and it does not cancel when you compare one against a distance measured any other way. That is also why a survey’s own published distances are recomputed here rather than republished — two galaxies in one cluster divided by two different expansion rates differ by several per cent for no astronomical reason, and no error bar removes a relative offset.

[

TEMPERATURES, RADII AND MASSES

] 59 890 MODEL FITS#

Almost no star has a measured radius or mass. What 59 890 of them carry here is a model fit to a low-resolution spectrum, published by the survey that fitted it, and the record says so in stellar_parameters_method rather than presenting it as a measurement.

A fit the fitter’s own numbers distrust is not published at all. Where the astrometric solution does not fit a single star — the standard threshold for an unresolved companion or a bad fit — the whole set goes, mass, luminosity and age with it, because all of them are derived through that solution’s parallax and the companion that broke it sits inside the aperture the spectrum was taken through.

Two populations are kept and told on themselves instead, because they are wrong in a stated direction rather than unusable: 11 917 fits above 7,500 K, where temperature and interstellar reddening trade off against each other, and 7174 sources the survey’s own classifier calls binaries and its parameter pipeline fitted as one star. Those two sets overlap: 17 874 stars carry a caveat at all, and it is in the same string as the method, so a reader taking the value takes the warning with it.

A further 10 258 stars have no such fit and are described instead by spectroscopic determinations collected from the papers that published them. Those are measurements rather than models, but of a different kind again: each is one group’s analysis of one spectrum, and where a star has several the value here is their median.

A further 3853 stars are exoplanet hosts whose parameters are the exoplanet archive’s composite values — assembled per system from the literature, so the numbers on one page may come from more than one paper.

[

POSITIONS, EPOCHS AND TIME

] ICRS#
  • Coordinates are J2000 equatorial, as the catalogues published them

    ICRS, epoch J2000.0 in every row. Solar-system bodies are the exception everywhere they appear: their coordinates are apparent and of date, computed for the instant you asked.

  • The sky map draws stars where they are now, not where they were

    The map mixes a catalogue of bright stars with a survey whose positions are for epoch 2016.0, so the catalogue’s stars are carried forward to that epoch with their own proper motions before being drawn — otherwise the fastest of them land arcminutes from the survey source underneath. The readout names the frame and the epoch it is quoting. The stored coordinates do not move: this is a rendering epoch, and the record and the API still answer J2000.

  • Transit epochs are quoted as published

    An exoplanet transit epoch is published on a dynamical time scale and is used here as though it were civil time. The difference is under about nine minutes — smaller than the transit predictions on this site are useful to, and stated rather than silently absorbed.

[

THE DATED SKY

] SOLVED, NOT STORED#

The sky calendar is the one part of this site that is computed rather than catalogued. Every date on it except the flybys is found at the moment the page is asked for, by solving for the instant a defining quantity holds, and stated in Universal Time. Nothing on it was typed in from an almanac, which is why no year on it runs out.

  • Phases, seasons and oppositions are the instant a longitude is reached

    A full moon is the moment the Moon’s geocentric ecliptic longitude stands 180° from the Sun’s; a quarter, 90° or 270°. An equinox or solstice is the Sun’s apparent longitude reaching a multiple of 90°. An opposition is the moment the Earth and the planet share a heliocentric longitude, which is the same event seen from the Sun; a greatest elongation is the maximum of the angle between an inner planet and the Sun. Each is solved to the second from an analytic ephemeris whose positions are good to about an arcminute, so the times are good to a minute or so and agree with the almanacs to within their own rounding.

  • A meteor shower is dated by where the Earth is, against J2000

    A shower peaks when the Earth reaches a point in its orbit, which the observing community fixes as a solar longitude — the values on the calendar are the International Meteor Organization’s working list, quoted against the mean equinox of J2000.0, as are the activity spans and the rates. The instant published is when the Sun’s apparent longitude, measured against that same J2000 equinox, reaches the listed value. Measured against the equinox of the day instead, the same number would land nine hours early in the 2020s and drift by twenty minutes a year. The zenithal hourly rate is a normalisation — one observer, a sky showing sixth-magnitude stars, the radiant overhead — and is printed as that rather than as a forecast; the Moon’s illumination on the night is computed beside it because it is the one thing that decides whether the rate means anything.

  • An eclipse is published as its geometry

    For a solar eclipse: the instant of greatest eclipse, when the axis of the Moon’s shadow passes closest to the centre of the Earth; the kind at that point; and, for a total or annular one, the latitude and longitude the central shadow falls on then and the fraction of the disc covered there. A partial-only eclipse has no such point and is published without one. For a lunar eclipse: the peak, the kind, the fraction of the Moon inside the umbra, and how long the deepest phase lasts. Whether any of it reaches a particular place is a separate calculation the calendar makes only when a place is named.

  • A close pairing is a geocentric minimum

    The angle between two bodies is sampled every six hours across the window and each local minimum refined to under a minute. The separation is measured from the centre of the Earth. For two planets that is what every observer sees; for the Moon, which is near enough that an observer’s own position shifts it by up to a degree against the stars, the calendar says so beside the number. Pairings closer than 15° to the Sun are not listed at all.

  • Flybys are read, not computed, and say which window they cover

    A near-Earth asteroid’s orbit is not in any ephemeris this site can run, so its close approaches are taken from JPL’s close-approach data on a stated date, for passes inside twenty lunar distances by bodies brighter than absolute magnitude 22 and for anything at all passing inside the Moon’s orbit. The calendar prints the date the list was cut and the span it covers, because a list of flybys is only as complete as its date — a body discovered afterwards is simply not on it.

  • Local hours are for the place you name, and for nothing else

    Given a place, each event is answered with the hours it is both more than 20° up and the Sun more than 12° down, solved from topocentric positions of date. The default calendar names no place and therefore claims nothing local; a row is hidden only when the thing never rises there or the eclipse never reaches there, and low is reported as low rather than removed.

[

CONVENTIONS

] ONE COLUMN, ONE QUANTITY#
  • Which radius

    A radius says which radius it is. Planets and moons carry the volumetric mean radius — for an oblate giant the equatorial one is thousands of kilometres larger — and small bodies carry an effective radius, the radius of the sphere with the same projected area, which is not a claim that the body is round. Where the upstream does not say, neither does the record.

  • Which magnitude, in which band

    Magnitudes are apparent unless labelled otherwise and always carry the passband they were measured in. An absolute magnitude means absolute visual for a star and the small-body H for an asteroid or comet; those are different quantities and are labelled as such rather than sharing a column heading.

  • Units, once, everywhere

    Masses in kilograms, lengths and orbits in kilometres, distances from Earth in light-years, angles in degrees. Conversions happen at ingest, so nothing on a page is a unit a reader has to guess at, and an uncertainty is converted by the same factor as the value it qualifies.

  • Error bars are two numbers

    Uncertainties are stored under the field they qualify as [minus, plus], both positive, because the archives publish them separately and a fit is not obliged to be symmetric. A source that publishes one σ gets two equal halves. They are the upstream’s own, except where a distance was derived here — then the bar is what this arithmetic propagated, and the section above says which terms are in it.

  • Star colour is computed, and it excludes reddening

    The colour of a star on the map and on its own page is Planck’s law at the star’s temperature through the standard colour matching functions, taken from the spectral type where there is one and from the colour index otherwise. Interstellar dust reddens the light that arrives, and no correction for it is applied — so the colours are what the star is, not what a telescope would record. Luminosity class and brightness are deliberately not modelled into the hue.

[

WHAT THE CHECKS REFUSE

] 20 RULES · 95 ROWS FLAGGED#

Every merged row is run past a set of physical plausibility rules before it can be published: Kepler’s third law against the orbit, the distance modulus against the two magnitudes and the distance, bulk density against mass and radius, albedo and inclination within their ranges, an eccentricity against the sign of the semi-major axis, a mass against the hydrogen-burning limit, a luminosity against what a star can emit.

Where this catalogue caused a violation, it is fixed at the source and the rule stays behind as a guard matching nothing. Where an upstream publishes two numbers that cannot both be right — most of the 95 flagged rows are a planet whose mass and radius imply a density greater than a white dwarf’s — the row keeps the published values and gains a sentence saying what is wrong with them, on the page and in data_quality. Quote it if you quote the number.

What each rule matched when it was last reviewed is recorded, and a rebuild in which one of them matches more rows than that does not ship. The number going up is the alarm, not the inconvenience. Where two catalogues describe one object differently beyond the tolerance for that quantity, the disagreement is written down and shipped inside the release rather than resolved in silence.

[

EVERY UPSTREAM, AND WHAT HAPPENED TO ITS NUMBERS

] 23 CATALOGUES#

Licences and retrieval dates are also listed on the about page; what is here is the treatment. The three groups are three different jobs: a catalogue creates objects, an enrichment adds fields to objects it did not create, and a survey is stored whole, drawn on the map and given no pages of its own.

CATALOGUES — THEY CREATE THE OBJECTS

HYG Database v4.1

CC-BY-SA-4.0 · RETRIEVED 2026-08-10
TAKEN
Positions, proper motions, Johnson V magnitudes and B−V colours, spectral types, parallax distances and the Bayer, Flamsteed, HD, HR, Gliese and variable-star designations, for every star down to about ninth magnitude.
DONE TO IT
A distance parked at 100,000 parsecs is the compilation's way of saying it has no parallax, and it is dropped — along with the absolute magnitude and the luminosity computed from it, which are arithmetic on a placeholder rather than measurements. A proper motion sitting exactly on the column's four-digit ceiling goes the same way. Greek letters are restored for display (ε Eri, not 'eps Eri'); the designations stay in the ASCII a person would type.

HYG Database v4.1 AT THE SOURCE ↗

GLADE+ (Galaxy List for the Advanced Detector Era)

VizieR terms; cite Dalya+ 2022 (2022MNRAS.514.1403D) · RETRIEVED 2026-08-19
TAKEN
The galaxies of a 23-million-row survey compilation that carry a name, a distance and a magnitude: positions, redshifts in both frames, B and W1 magnitudes, stellar masses and the flag saying which kind of distance each row has.
DONE TO IT
The redshift is the survey's and the distance is this catalogue's: it is recomputed from the survey's own microwave-background-frame redshift under the cosmology above, rather than republished, because the survey used a different expansion rate and two galaxies in one cluster cannot be divided by two different numbers. Everything derived from the distance moves with it — the absolute magnitude by its definition, the stellar mass as the square of a luminosity. The error bar is rebuilt from three independent terms: the redshift's own measurement error propagated through the distance–redshift relation, the survey's peculiar-velocity residual, and the ±4% on the expansion rate.

GLADE+ (Galaxy List for the Advanced Detector Era) AT THE SOURCE ↗

JPL Small-Body Database

Public domain (NASA/JPL) · RETRIEVED 2026-09-08
TAKEN
Asteroids and comets — everything large and bright, every near-Earth object down to the kilometre class, and all known comets — with orbital elements, absolute magnitudes and diameters.
DONE TO IT
A diameter becomes an effective radius, which is the radius of the sphere with the same projected area and not a claim that the body is round. An unmeasured mass published as zero is read as missing, not as zero. An unbound orbit keeps no mean distance, and a value dropped takes its uncertainty with it.

JPL Small-Body Database AT THE SOURCE ↗

OpenNGC

CC-BY-SA-4.0 · RETRIEVED 2026-08-10
TAKEN
The corrected NGC and IC catalogue: galaxies, nebulae and clusters with positions, sizes, magnitudes, morphologies, redshifts and the cross-identifiers that make M31, NGC 224 and Andromeda one page.
DONE TO IT
Redshifts are heliocentric, so they are corrected into the frame of the microwave background before anything is computed from them, and a distance follows only above the floor described above. Morphologies are read on the de Vaucouleurs scale in both its notations — the letters and the numeric stage — which are the same classification and used to disagree here about where the spirals end.

OpenNGC AT THE SOURCE ↗

NASA Exoplanet Archive (Planetary Systems Composite Parameters)

Public domain (NASA) · RETRIEVED 2026-08-19
TAKEN
The archive's composite-parameters table: one best-available row per confirmed planet, with its orbit, mass, radius, equilibrium temperature and host, plus the published uncertainties on all of them.
DONE TO IT
Masses and radii arrive in Earth and Jupiter units and are stored in kilograms and kilometres, uncertainties converted by the same factor. The system distance keeps the archive's own reference rather than being called a parallax, because for most rows it is not one. A host star that this catalogue already holds is merged onto its existing page rather than given a second one.

NASA Exoplanet Archive (Planetary Systems Composite Parameters) AT THE SOURCE ↗

ATNF Pulsar Catalogue (Manchester+ 2005)

Free to use with attribution; cite Manchester+ 2005 (2005AJ....129.1993M) · RETRIEVED 2026-09-02

Used under Free to use with attribution; cite Manchester+ 2005 (2005AJ....129.1993M). What is done to these rows is not written up here yet.

ATNF Pulsar Catalogue (Manchester+ 2005) AT THE SOURCE ↗

JPL Planetary Satellite Data

Public domain (NASA/JPL) · RETRIEVED 2026-08-12
TAKEN
Every known natural satellite: orbital elements, physical parameters where they have been measured, and the discovery year and discoverer.
DONE TO IT
Radii are mean radii and say so. A moon's body code is an internal key of the ephemeris system — and 219 of them are also asteroid numbers — so it is stored as a property rather than as a name search can resolve.

JPL Planetary Satellite Data AT THE SOURCE ↗

SpaceCatalog curated data

CC-BY-4.0 · RETRIEVED 2026-09-09
TAKEN
The Sun, the eight planets and the black holes, transcribed one object at a time from NASA fact sheets and from the papers that measured them, because no bulk catalogue carries them.
DONE TO IT
A planet's radius is the volumetric mean radius, which for an oblate giant is several thousand kilometres from the equatorial one — the record says which it is. A planet's headline distance is the semi-major axis of its orbit about the Sun, stored as that and not as a distance from Earth, which changes daily. This layer also carries descriptions and discovery years for catalogued objects, and it is checked against the catalogue on every run: an entry matching no object fails the build rather than disappearing.

SpaceCatalog curated data AT THE SOURCE ↗

ENRICHMENTS — THEY FILL FIELDS ON OBJECTS THEY DID NOT CREATE

CelesTrak general perturbations (active satellites)

Public domain (US Space Force), distributed by CelesTrak · RETRIEVED 2026-09-08

Used under Public domain (US Space Force), distributed by CelesTrak. What is done to these rows is not written up here yet.

CelesTrak general perturbations (active satellites) AT THE SOURCE ↗

Deep-sky distances: Cantat-Gaudin+ 2020, Harris 2010, Stanghellini+ 2008 (via VizieR)

CC BY 4.0 (VizieR); see each catalogue's own reference · RETRIEVED 2026-08-13
TAKEN
Distances for the open clusters, the globular clusters and the planetary nebulae, from three published tables of a few hundred rows each.
DONE TO IT
The clusters and nebulae are matched by name, which is the only key these tables and this catalogue share, so a name two objects claim is dropped rather than given to whichever was reached first, and every run prints what did not match. A redshift distance would have been meaningless for all of them: inside the Local Group a Hubble-flow distance is not a distance, it is a peculiar velocity.

Deep-sky distances: Cantat-Gaudin+ 2020, Harris 2010, Stanghellini+ 2008 (via VizieR) AT THE SOURCE ↗

Gaia DR3 astrophysical parameters (GSP-Phot and FLAME)

CC BY-SA 3.0 IGO · RETRIEVED 2026-08-19
TAKEN
Temperatures, radii, masses, luminosities and ages for the stars carrying a Hipparcos number, from the mission's own astrophysical-parameter tables, joined through the cross-match the archive publishes.
DONE TO IT
These are fits to low-resolution spectra, not measurements, and every enriched star says so. A source whose astrometric solution does not fit a single star (RUWE above 1.4, Lindegren et al. 2021) loses the whole set, mass and age included, because all of them are derived through that solution's parallax. Fits above 7,500 K, where temperature and extinction trade off against each other, and sources the mission's own classifier calls binaries, are kept and carry the reason they may be wrong.

Gaia DR3 astrophysical parameters (GSP-Phot and FLAME) AT THE SOURCE ↗

General Catalogue of Variable Stars (Samus+ 2017, via VizieR)

CC BY 4.0 (VizieR) · RETRIEVED 2026-08-13
TAKEN
Variability type, period and epoch for the stars that vary.
DONE TO IT
Matched on the variable-star designation, case-sensitively and outside the site's own search index — that index lower-cases, and in this catalogue 'MU Tau' and 'mu Tau' are two different stars in one constellation.

General Catalogue of Variable Stars (Samus+ 2017, via VizieR) AT THE SOURCE ↗

JPL Horizons

Public domain (NASA/JPL) · RETRIEVED 2026-08-30

Used under Public domain (NASA/JPL). What is done to these rows is not written up here yet.

JPL Horizons AT THE SOURCE ↗

Minor Planet Center — discovery circumstances of the numbered minor planets

IAU Minor Planet Center; free to use with attribution · RETRIEVED 2026-08-13
TAKEN
The discovery circumstances of the numbered minor planets: the night, the observatory and who is credited.
DONE TO IT
The orbits in the same file are deliberately not taken. They are a second fit of the same observations already ingested from elsewhere, and two fits of one dataset are not two facts.

Minor Planet Center — discovery circumstances of the numbered minor planets AT THE SOURCE ↗

PASTEL: a catalogue of stellar parameters (Soubiran+ 2016)

VizieR terms; cite Soubiran et al. 2016, A&A 591, A118 · RETRIEVED 2026-08-27
TAKEN
Metallicities, temperatures and surface gravities for 37,435 stars, transcribed out of the papers that measured them — 81,362 determinations in all, most from high-resolution spectroscopy.
DONE TO IT
This is a bibliography with numbers in it rather than a survey, so what is stored is the median of every determination a star has and the error bar is the scatter between them, which is honest in a way that any single paper's quoted error is not: independent analyses of one star disagree by more than either of them claims. Metallicity was a hole in every star page and is filled wherever this has one. Temperature and gravity are written only where nothing else answered, because a column fed from two differently derived sources is a column that cannot say where a number came from.

PASTEL: a catalogue of stellar parameters (Soubiran+ 2016) AT THE SOURCE ↗

Pickles (1998) stellar spectral flux library

VizieR terms; cite Pickles 1998, PASP 110, 863 · RETRIEVED 2026-08-26
TAKEN
131 spectra averaged from real stars and keyed by spectral type, covering the Morgan-Keenan sequence from O5 to M10 across five luminosity classes.
DONE TO IT
These describe a class of star and not any one star, so they are stored with no object attached and a star page resolves to one through the spectral type the catalogue already holds. They exist because the famous stars are the ones no survey has: a spectrograph that reaches fifteenth magnitude saturates on everything with a name. Every row is served with a field saying it is representative, and a page that shows one says which type it is the spectrum of and whether that type is the star's own or the nearest the atlas holds.

Pickles (1998) stellar spectral flux library AT THE SOURCE ↗

SDSS DR18 optical spectra

Public domain, with the acknowledgement SDSS asks of its users · RETRIEVED 2026-08-27
TAKEN
The optical spectra of 20,347 catalogued objects, nearly all of them galaxies, out of five million fibre spectra the survey has taken.
DONE TO IT
The whole survey's positions are fetched and matched here rather than queried object by object, which is what makes it possible to ask whether anything else was nearly as close — and a fibre that fits two catalogued rows equally well is dropped rather than shared. A position alone is not an identification: a galaxy's redshift has to agree with the one this catalogue already holds, a star's radial velocity likewise, and an object with neither has to be inside 1.5 arcseconds. Each spectrum is rebinned onto 1,024 points between 3,800 and 9,200 angstroms and divided by its own median, so what is stored is a curve to look at; the exposure it came from is named for anyone who needs the calibrated original. A fibre is three arcseconds across, which is the whole of a star and a sample of a nebula, and the row says which.

SDSS DR18 optical spectra AT THE SOURCE ↗

SIMBAD spectral classifications

ODbL · RETRIEVED 2026-08-14
TAKEN
Spectral classifications for the whole Hipparcos population, and morphologies and angular sizes for the galaxies.
DONE TO IT
This is the one upstream that overwrites rather than filling holes: a spectral type is one astronomer's reading of a spectrum, and a catalogue whose stars were all read by the same authority is worth more than one where each row kept whichever of two compilations happened to say more. The two strings are never blended — that would leave the catalogue unable to say who classified the star. A morphology written in a notation with no rule for it costs the row its family and nothing else; the angular size in the same record is a separate measurement and is kept.

SIMBAD spectral classifications AT THE SOURCE ↗

SpaceCatalog curated corrections

CC-BY-4.0 · RETRIEVED 2026-09-09

Used under CC-BY-4.0. What is done to these rows is not written up here yet.

SpaceCatalog curated corrections AT THE SOURCE ↗

Washington Double Star Catalog (Mason+ 2001-, via VizieR)

CC BY 4.0 (VizieR) · RETRIEVED 2026-08-13
TAKEN
The double and multiple stars: separations, position angles and component magnitudes.
DONE TO IT
The pairs publish no identifier this catalogue holds, so they are matched on position — and a position alone would hang a companion on whichever star happened to be nearest when the real primary is not catalogued here at all. The magnitudes have to agree too, and an entry that two stars fit equally well is dropped. That a pair is one system is a fact about two objects rather than a column of either, so it is stored as a relation between them.

Washington Double Star Catalog (Mason+ 2001-, via VizieR) AT THE SOURCE ↗

Wikidata

CC0 1.0 · RETRIEVED 2026-08-13
TAKEN
Cross-identifiers, alternate names, discovery credit for the deep-sky objects, and the link to an encyclopaedia article.
DONE TO IT
Matched on a catalogue designation wherever there is one. Where only a name matches, the item has to agree with this catalogue about the body the object orbits or the constellation it lies in, and an ambiguity is refused rather than guessed — without that rule 'Io' resolves to an asteroid, 'Moon' to an astrology article and 'Polaris' to a radar satellite. A misspelling is corrected only when no object anywhere carries the name as written, exactly one object of the same parent is one character away, and that name is free.

Wikidata AT THE SOURCE ↗

SURVEYS — STORED WHOLE, DRAWN, NEVER GIVEN A PAGE

Gaia DR3 (sources brighter than G = 15)

CC BY-SA 3.0 IGO · RETRIEVED 2026-08-14
TAKEN
Every source in the mission's third data release brighter than G = 15, held exactly as published: a position, a proper motion, a brightness and a colour.
DONE TO IT
These are drawn on the sky map and reachable by their own identifier, and they have no page: 'a source at these coordinates' is not an article. Positions are carried forward to the survey's own 2016.0 epoch using the stored proper motions, and a source that lands on a catalogued star is marked so the map does not draw the same star twice.

Gaia DR3 (sources brighter than G = 15) AT THE SOURCE ↗

GLADE+ (every row, as survey sources)

VizieR terms; cite Dalya+ 2022 (2022MNRAS.514.1403D) · RETRIEVED 2026-08-21
TAKEN
All 23,181,758 rows of the galaxy compilation, including the quasars and the rows with no name — positions, redshifts in both frames, magnitudes and distances.
DONE TO IT
Distances are converted to the same cosmology the catalogued galaxies use, and the floor is applied in both frames here too, so a galaxy that has a page and the survey row it came from cannot print two different distances.

GLADE+ (every row, as survey sources) AT THE SOURCE ↗

[

WHAT IS DELIBERATELY NOT HERE

] AND WHY#
  • No measurement of our own

    This is a compilation. Nothing here was observed, fitted or estimated by the site; the only arithmetic applied is the arithmetic described above, and it is applied to somebody else’s numbers.

  • No blended values

    Where two catalogues disagree, one wins the field and the record names it. An average of two readings is a third reading that nobody published, and it would leave the page unable to say who measured what.

  • No artist’s impressions

    Every photograph is an observation, under a licence that permits reuse, credited to the person who took it. A rendering, a simulation or a concept painting is refused by a gate in the pipeline rather than by editorial taste — which is why some objects have no picture at all.

  • No pages for survey rows

    Tens of millions of survey sources are stored and reachable by their own identifier, and none of them has a page or is offered to a search engine. A row that is a position, a brightness and a redshift can be looked up; it cannot be read.

If something on this page is wrong, that is worth more to us than a compliment — the about page says where to write.