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Emission-Line Galaxies and Their Dark Matter Connection

Examining the ties between bright galaxies and dark matter.

Sara Ortega-Martinez, Sergio Contreras, Raul E. Angulo, Jonas Chaves-Montero

― 6 min read


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Table of Contents

Have you ever looked up at the night sky and thought, "What’s going on out there?" Well, we're trying to figure that out, especially when it comes to galaxies and the invisible stuff they hang out with-Dark Matter. In this piece, we're diving deep into the relationship between emission-line galaxies (ELGs) and dark matter, using some fancy tools and tricks.

What Are Emission-Line Galaxies?

Emission-line galaxies are like the rock stars of the universe. They shine brightly and are often bursting with energy-literally! These galaxies release light through specific emissions, making them easy to spot. Thanks to recent surveys, we're learning more about how they fit into the larger cosmic picture.

Why Care About Dark Matter?

Imagine putting together a jigsaw puzzle, but you're missing half the pieces. That's how scientists feel about the universe without understanding dark matter. Dark matter doesn’t emit, absorb, or reflect light, which makes it hard to see directly. But we know it's there because of the gravitational effects it has on visible matter. In fact, dark matter makes up a whopping 27% of the universe!

The Survey Tool: Dark Energy Spectroscopic Instrument (DESI)

To get a better look at these galaxies and their dark matter buddies, researchers are using a tool called DESI. This instrument is like a cosmic camera, capturing millions of spectra from galaxies. It's helping us understand how galaxies are distributed across the universe and how they've changed over time.

The Mystery of ELGs and Dark Matter

So far, we know quite a bit about some galaxies, like the luminous red galaxies, but ELGs? Not so much. The connection between these bright galaxies and the dark matter they inhabit is still shrouded in mystery.

Introducing SHAMe-SF

To peel back the layers of this cosmic onion, scientists have developed a new model called SHAMe-SF. This isn't your average garden-variety model. It helps connect ELGs to their dark matter subhalos, which are like small gravitational wells that galaxies exist in. Using SHAMe-SF, researchers aim to understand how star formation, environment, and other processes influence where ELGs sit in the cosmic landscape.

Gathering Data

To get the ball rolling, researchers analyzed data from DESI’s first release, which contained a treasure trove of information on ELGs. Using this data, they looked at how these galaxies were grouped and distributed across different distances-kind of like figuring out where all the best pizza places are in a city.

Clustering Analysis

When you have a lot of galaxies, it's crucial to see how they cluster together. Think of it as a cosmic dance party, where some galaxies stand close together while others are off in the corner alone. By measuring how tightly galaxies cluster, researchers can make educated guesses about their masses and the dark matter they’re associated with.

Validation with Mock Catalogues

To validate their methods, the researchers created mock catalogues-essentially test galaxies-using both hydrodynamical simulations and semi-analytical models. This is like rehearsing before a big show; they needed to ensure everything worked before diving into the real data.

Central and Satellite Galaxies

In this cosmic party, galaxies can be central or satellite. Central Galaxies are like the main act-the ones that everyone comes to see-while satellite galaxies are more like the opening bands.

From their work, scientists found that central ELGs typically live in haloes with certain mass ranges, while satellite ELGs were often scattered throughout the cosmic dance floor.

Environmental Influences

Not all galaxies behave the same way, and the environment plays a significant role. Researchers discovered that satellite ELGs tend to have specific habits-they like to hang out in the outskirts of their haloes while those that are more central are calmer. This is like how some people prefer rock concerts while others enjoy quiet acoustic sets.

Assembly Bias

Another intriguing finding was assembly bias, which is a fancy way to say that galaxies in certain types of haloes behave differently, even if they’re the same mass. This means that two haloes of the same mass could host galaxies that look and act very differently.

Satellite Fractions

By keeping an eye on the number of satellites associated with these galaxies, researchers could further understand the dynamics at play. The results showed that a certain percentage of the galaxies were satellites, and this varied between different types of galaxies.

Phase Space Distribution

Looking at how galaxies move and where they are in relation to their haloes revealed a lot. Researchers found that many of the satellites tended to be infalling-on their way to join the central galaxy-while others were caught up in more stable orbits, similar to how Earth orbits the Sun.

Angular Anisotropies

Galaxies are not just floating around randomly; there's a pattern. The researchers noted that galaxies tend to align themselves in a way that isn't fully random, hinting at larger forces at play.

Conformity

The researchers explored conformity as well. This means that nearby galaxies can affect each other's properties. For instance, if a central galaxy is an ELG, nearby satellites are more likely to be ELGs too. It’s a bit like how friends can influence each other’s fashion choices!

Comparing with Other Studies

After gathering a mountain of data, the researchers compared their findings with other studies. They found that their results were consistent, adding more confidence to their conclusions.

Summary of Findings

To wrap things up, the researchers found a few key points:

  1. ELGs mostly reside in haloes of certain average masses, depending on whether they’re central or satellites.
  2. Assembly bias is a real phenomenon for these galaxies, showing that the environment matters.
  3. A significant number of the ELGs studied are satellites, with unique movement patterns.
  4. Angular anisotropies were observed, reinforcing that these galaxies don’t just float around randomly.
  5. Conformity suggests that galaxy behavior can be influenced by nearby galaxies.

Conclusion

In the grand scheme of the universe, understanding the relationship between ELGs and dark matter is like piecing together a cosmic puzzle. While we may not have all the answers yet, studies like this bring us closer to solving the mystery of our universe. So the next time you look at the stars, just remember, there's a lot more happening up there than meets the eye. And who knows, maybe one day, we’ll figure it all out-one star at a time!

Original Source

Title: Investigating the galaxy-halo connection of DESI Emission-Line Galaxies with SHAMe-SF

Abstract: The Dark Energy Spectroscopic Instrument (DESI) survey is mapping the large-scale distribution of millions of Emission Line Galaxies (ELGs) over vast cosmic volumes to measure the growth history of the Universe. However, compared to Luminous Red Galaxies (LRGs), very little is known about the connection of ELGs with the underlying matter field. In this paper, we employ a novel theoretical model, SHAMe-SF, to infer the connection between ELGs and their host dark matter subhaloes. SHAMe-SF is a version of subhalo abundance matching that incorporates prescriptions for multiple processes, including star formation, tidal stripping, environmental correlations, and quenching. We analyse the public measurements of the projected and redshift-space ELGs correlation functions at $z=1.0$ and $z=1.3$ from DESI One Percent data release, which we fit over a broad range of scales $r \in [0.1, 30]/h^{-1}$Mpc to within the statistical uncertainties of the data. We also validate the inference pipeline using two mock DESI ELG catalogues built from hydrodynamical (TNG300) and semi-analytical galaxy formation models (\texttt{L-Galaxies}). SHAMe-SF is able to reproduce the clustering of DESI-ELGs and the mock DESI samples within statistical uncertainties. We infer that DESI ELGs typically reside in haloes of $\sim 10^{11.8}h^{-1}$M$_{\odot}$ when they are central, and $\sim 10^{12.5}h^{-1}$M$_{\odot}$ when they are a satellite, which occurs in $\sim$30 \% of the cases. In addition, compared to the distribution of dark matter within halos, satellite ELGs preferentially reside both in the outskirts and inside haloes, and have a net infall velocity towards the centre. Finally, our results show evidence of assembly bias and conformity.

Authors: Sara Ortega-Martinez, Sergio Contreras, Raul E. Angulo, Jonas Chaves-Montero

Last Update: 2024-11-18 00:00:00

Language: English

Source URL: https://arxiv.org/abs/2411.11830

Source PDF: https://arxiv.org/pdf/2411.11830

Licence: https://creativecommons.org/licenses/by/4.0/

Changes: This summary was created with assistance from AI and may have inaccuracies. For accurate information, please refer to the original source documents linked here.

Thank you to arxiv for use of its open access interoperability.

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