COSMICEXPANSION LABCATALOG INVENTORY / 2026-10-31

MEASUREMENTS AT SURVEY SCALE

Millions of spectra.
Which constrain motion?

A larger catalog is the beginning.
The right observables make it useful.

Explore measured redshifts and independent distance indicators. This is a coverage and data-readiness inventory, not a fitted Great Attractor velocity field.

DESI selection · primary galaxy spectra14,140,375Processed remotely into 39,364 sky/redshift bins
Cosmicflows-4 · individual records55,877Full published Table 2; unique PGC IDs verified
Distance-indicator methodologies8Overlapping methods and shared calibration
Norma direction · exploratory selection126CF4 records within 20° and 40–100 Mpc

These are measured catalog entries, not synthetic galaxies. DESI counts and CF4 records are not added together: cross-catalog identities and shared calibration have not been reconciled. We have not downloaded 14 million individual DESI spectra.

THE OBSERVATIONAL FOOTPRINT

Where do we have measurements?

Loading the pinned catalog products…

Selected primary galaxy spectra—

Reference direction: Galactic l = 325°, b = −7°. This exploratory cone is not an inferred attractor boundary.

How to read this map: Every coloured square counts catalog entries in a 5° × 5° patch of sky. Colour shows more or fewer selected measurements; white shows no selected entries. These are survey records on a grid, not resolved pictures of galaxies. See the actual Hubble, Webb, ESO and Chandra images ↗

Counts, not corrected density. Five-degree longitude/latitude cells have unequal sky area. Survey selection, dust and observing strategy affect the pattern. The dashed band marks |b| = 10° for orientation; it is not a survey completeness mask. Empty cells do not establish a cosmic void.

Download inventory & query provenance

FROM CATALOG SIZE TO A TEST

More galaxies do not remove the hard part.

01 / REDSHIFT

Map the observed structure.

DESI supplies spectroscopic redshifts, classifications and quality flags. This selection uses primary spectra, GALAXY classification, ZWARN = 0, 0 < z < 2 and valid Galactic coordinates across surveys/programs. It is an inventory cut, not the DESI cosmology sample or a complete census.

02 / DISTANCE

Separate two kinds of motion.

Cosmicflows-4 supplies distance moduli, uncertainties and indicators including Tully–Fisher, Fundamental Plane and supernovae. Inferring peculiar velocities requires a consistent redshift frame, a background model, correlated calibration and a selection-aware likelihood.

03 / IDENTIFIABILITY

Test what the data can decide.

Only 126 CF4 entries lie inside the example 20° Norma cone at transformed distances of 40–100 Mpc. That is not 126 independent constraints: group membership and calibration correlate them. The new conditional identifiability forecast tests how this real footprint responds to a specified local template after allowing bulk flow, shear and distance-scale freedom.

Billions of imaging detections are not billions of measured distances or velocities. This release uses the measured data available to us; it does not invent missing redshifts, fill survey gaps with simulated observations, or claim that a trillion-galaxy catalog has been ingested.

Open the conditional Great Attractor forecast ↗ · Selections, reproducibility & next inference stage ↗

Download the measured coverage comparison · PDF · PNG figure

Sources and reuse.

DESI DR1 release paper · NOIRLab catalog documentation · Cosmicflows-4 paper and tables

Full normalized CF4 table · CSV · Full DESI bin inventory · CSV · Data acknowledgments and licenses

DESI was filtered and aggregated; CF4 was parsed into documented columns with method-presence flags. These derived products do not constitute a new cosmological fit. Data credits and terms are separate from the software license.