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Local Distance Network

The Local Distance Network offers a multi-route method for accurately determining the Hubble constant. It includes various techniques for gauging galactic distances, linking geometric approaches to establish H0.

Conceptual overview of the Local Distance Network, a multi-route approach to deriving the Hubble constant in our universe. Included are a non-exhaustive collection of various methods for determining galactic distances and how these can connect the absolute scale established through geometric means to the Hubble constant H0. Background rectangles illustrate the positions of Rung 1, Rung 2 and Rung 3 in a traditional distance ladder from left to right.

The graphic was developed within the framework of the ISSI Workshop ‘What’s under the H0od? Towards Consensus on the local value of the Hubble Constant‘ at the International Space Science Institute (ISSI) in Bern, Switzerland.

The Scientific colour map ‘hirta‘ is used to make the colour coding accessible to all readers.

  • Creator: Fabio Crameri
  • This version: 01.12.2025
  • License: Attribution-ShareAlike 4.0 International (CC BY-SA 4.0)
  • Specific citation: This graphic by Fabio Crameri (ISSI Bern) based on the original by Richard Anderson and the H₀DN Collaboration (2025) is available via the open-access s-ink.org repository.
  • Related reference:
    H₀DN Collaboration, Casertano, S., Anand, G., Anderson, R. I., et al. (2025). The Local Distance Network: A community consensus report on the measurement of the Hubble constant at 1% precision. arXiv preprint arXiv:2510.23823. https://doi.org/10.48550/arXiv.2510.23823 

  • Light & dark background versions
  • Colour-vision deficiency friendly
  • Readable in black&white
  • Vector graphics version

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Consistency of of Hubble Constant Measurements

The measurement of the Hubble Constant, highlighting variations from different methods and the consistency of these measurements across galaxies with differing redshifts.

The consistency of different methods to measure the Hubble Constant. Shown are differences in the measured Hubble constant for galaxies at various redshifts, compared to the combined best estimate (“everything” solution). Each panel shows results from one measurement method, where points represent individual galaxies, with error bars showing the expected variation within that method. The shaded bars on the right indicate the average value and overall spread for each method. As such, the figure shows how consistently different techniques measure the expansion rate of the Universe.


Data are drawn from published Hubble-flow measurements compiled in the Hubble Constant “everything” solution, including distances derived from Cepheids, TRGB, SBF, and Type Ia supernovae, as assembled by the H
DN Collaboration (2025).

The graphic was developed within the framework of the ISSI Workshop ‘What’s under the H0od? Towards Consensus on the local value of the Hubble Constant‘ at the International Space Science Institute (ISSI) in Bern, Switzerland.

The Scientific colour map ‘batlow‘ is used to represent data accurately and to all readers.

  • Creator: Fabio Crameri
  • This version: 20.10.2025
  • License: Attribution-ShareAlike 4.0 International (CC BY-SA 4.0)
  • Specific citation: This graphic by Fabio Crameri (ISSI Bern) from H₀DN Collaboration (2025) is available via the open-access s-ink.org repository.
  • Related reference:
    H₀DN Collaboration, Casertano, S., Anand, G., Anderson, R. I., et al. (2025). The Local Distance Network: A community consensus report on the measurement of the Hubble constant at 1% precision. arXiv preprint arXiv:2510.23823. https://doi.org/10.48550/arXiv.2510.23823 
  • ‘Baseline’ and ‘all’ dataset versions
  • Light & dark background versions
  • Transparent background
  • Colour-vision deficiency friendly
  • Readable in black&white
  • Vector graphics version

Faulty or missing link? – Please report them via a reply below!

Consistency of Distance Network Measurements

The consistency of distance network measurements used in calibrating the Hubble constant, showing how various methods align with each other.

Consistency of Distance Network Measurements for Hubble Constant Calibration. Shown are residuals (differences) between measured host galaxy distances and the values from the full distance network. Each panel groups measurements made with the same method, reference, and research team. Points show individual distance estimates with their uncertainties, and shaded bands show the shared uncertainty for each group. The figure illustrates how well different measurement methods agree within the overall distance ladder, or now termed more fittingly distance network, used to determine the Hubble constant.

The data was taken from various distance-ladder studies using different methods. These methods include Cepheids, Tip of the Red Giant Branch (TRGB), Surface Brightness Fluctuations (SBF), with each measurement retaining its original calibration (anchor), such as to the Large Magellanic Cloud (LMC), NGC 4258 maser distance, or Milky Way parallaxes. The “Baseline solution” refers to the combined, self-consistent solution obtained by linking all these methods into a single global network.

The illustration was developed within the framework of the ISSI Workshop ‘What’s under the H0od? Towards Consensus on the local value of the Hubble Constant‘ at the International Space Science Institute (ISSI) in Bern, Switzerland.

The Scientific colour map ‘batlow‘ is used to represent data accurately and to all readers.

  • Creator: Fabio Crameri
  • This version: 20.10.2025
  • License: Attribution-ShareAlike 4.0 International (CC BY-SA 4.0)
  • Specific citation: This graphic by Fabio Crameri (ISSI Bern) from H₀DN Collaboration (2025) is available via the open-access s-ink.org repository.
  • Related reference:
    H₀DN Collaboration, Casertano, S., Anand, G., Anderson, R. I., et al. (2025). The Local Distance Network: A community consensus report on the measurement of the Hubble constant at 1% precision. arXiv preprint arXiv:2510.23823. https://doi.org/10.48550/arXiv.2510.23823 
  • ‘Baseline’ and ‘all’ dataset versions
  • Light & dark background versions
  • Transparent background
  • Colour-vision deficiency friendly
  • Readable in black&white
  • Vector graphics version

Faulty or missing link? – Please report them via a reply below!

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