Daily Bulletin


The Conversation

  • Written by Ray Norris, Professor, School of Computing, Engineering, & Maths, Western Sydney University

It used to be that you had to have years of training before you could participate in cutting-edge science.

But that has changed, with the power of the internet enabling thousands of ordinary people to contribute to one of humanity’s most exciting endeavours from the comfort of their homes.

It was announced in May that a cluster of galaxies millions of light years away was discovered by a team of citizen scientists clicking on images on their computers at home.

Citizen science

Citizen Science first became prominent in 2006 with the launch of Stardust@home by the University of California-Berkeley, quickly followed in 2007 by Galaxy Zoo, which aimed to classify galaxies from optical images.

Now, many such citizen science projects span all fields of science from astronomy to biology.

The idea is simple: the average human brain is far superior to our most powerful computers when it comes to problems like image recognition.

So citizen science projects combine the brainpower of thousands of ordinary people to solve some of science’s most challenging problems.

What do the citizen scientists get out of it? In most cases, the knowledge that they are helping to expand the frontiers of human knowledge. And perhaps the chance of making a truly great discovery.

The EMU project

The Evolutionary Map of the Universe (EMU) project will survey the radio sky using CSIRO’s new A$165-million ASKAP telescope being built in Western Australia, to understand how galaxies form and evolve.

We expect EMU to discover about 70-million galaxies from their radio emission, compared to the 2.5-million so far known.

But we have a problem: to get the best science, we need to cross-match these radio sources with galaxies spotted by infrared and optical telescopes, and no research team has enough members to match 70-million objects by eye.

About half of EMU’s radio sources are galaxies like our own Milky Way, with radio emission resulting from the debris of star formation, so that the radio source is easily matched to the optical galaxy.

The other half are caused by jets of electrons squirting out from a massive black hole at the centre of the galaxy, producing two giant blobs of radio emission either side of the galaxy.

image A radio galaxy (Hercules A) powered by a black hole, based on image from the National Radio Astronomy Observatory, showing the radio emission (red) superimposed on the optical emission (white). Credits for original image: NASA, ESA, S. Baum and C O'Dea (RIT), R Perley and W Cotton (NRAO/AUI/NS), and the Hubble Heritage Team (STScI/AURA), Author provided

EMU will see them as three blobs of emission in a line. But how can you distinguish one of these triple monsters from a line of three single galaxies like the Milky Way? It’s hard.

Clever automated algorithms, such as neural networks, are still in their infancy, and not yet up to the task. But the human brain is really good at this.

In 2010 I visited Chris Lintott at the University of Oxford. Chris was one of the founders of Galaxy Zoo, and I wanted to know if we could build something like Galaxy Zoo to solve EMU’s problem.

The Radio Galaxy Zoo

And thus Radio Galaxy Zoo (RGZ) was born, with two young scientists, Julie Banfield from ANU, and Ivy Wong from the University of Western Australia, taking over responsibility for leading it.

image A screenshot from RGZ. Radio Galaxy Zoo, Author provided

After two years of designing the interface, and trying out prototypes, RGZ was launched in December 2013. Since then, RGZ has been enormously successful, with about 10,000 people matching up the sources, resulting in some 1.6 million cross-matches.

Mainstream science moves forward on two different paths. Perhaps the better known is the painstaking analysis needed to test a hypothesis or understand how something works, like searching for the Higgs boson with the Large Hadron Collider.

This way solves the “known unknowns” of science. The other path is when scientists unexpectedly stumble across something they weren’t looking for and weren’t expecting – an “unknown unknown”, such as Dark Energy.

Citizen Science is the same. Radio Galaxy Zoo asks people to match up images taken with radio telescopes with those taken with infrared telescopes. It’s hard work, but very important if we are to make sense of our universe.

Occasionally, they stumble across major discoveries.

Galaxy cluster

Two Russian citizen scientists, Ivan Terentev and Tim Matorny, were cross-matching the radio and infrared sources in RGZ, when they noticed something odd about one of the radio sources.

“They found something that none of us had even thought would be possible,” Dr Banfield said.

What the Russians had found was just one of a line of radio blobs that delineate a C-shaped “wide angle tail galaxy”.

image A C-shaped ‘wide angle tail galaxy’, showing the jets blown back as the galaxy flies through the intergalactic gas. Diagram by the author, based on image from National Radio Astronomy Observatory. Associated Universities, Inc, Author provided

These rare objects are caused by electron jets ejected from a massive black hole, but in this case they are blown sideways by their flight through the intergalactic gas, making them bend into a C shape.

The characteristic bent tails are a sure sign that there is intergalactic gas, signifying a cluster of galaxies, the largest known objects in the universe.

The wide-angle tail galaxy discovered by Terentev and Matorny is one of the largest known, and its host cluster is now known as the Matorny-Terentev cluster.

This cluster, more than a billion light years away, contains at least 40 galaxies, marking an intersection of the sheets and filaments of the cosmic web that make up our universe.

Despite their cosmic importance, clusters are notoriously hard to find, and wide angle tail galaxies may turn out to be one of the best ways of finding them.

Nevertheless, finding the wide angle tails themselves amongst the millions of radio sources is like finding a needle in a haystack.

The discovery was detailed in a paper published this month in the Monthly Notices of the Royal Astronomical Society.

Clusters are poorly understood, but are key to understanding how our universe is put together. This discovery takes us a step closer to figuring it out.

So what’s next? Obviously, RGZ will continue, and who knows what other discoveries may emerge. But not even RGZ is fast enough to classify all of EMU’s 70-million galaxies, and our machine learning algorithms are too dumb to do it well.

So, instead, we will harness the power of RGZ to train our machine-learning algorithms. Future RGZ citizen scientists will not just be classifying galaxies, they will be teaching the next-generation algorithms how to do it.

Authors: Ray Norris, Professor, School of Computing, Engineering, & Maths, Western Sydney University

Read more http://theconversation.com/how-citizen-scientists-discovered-a-giant-cluster-of-galaxies-59373

Writers Wanted

I've heard COVID is leading to medicine shortages. What can I do if my medicine is out of stock?

arrow_forward

The open Australian beach is a myth: not everyone can access these spaces equally

arrow_forward

The Conversation
INTERWEBS DIGITAL AGENCY

Politics

Ray Hadley's interview with Scott Morrison

RAY HADLEY: Prime Minister, good morning.    PRIME MINISTER: G’day Ray.   HADLEY: I was just referring to this story from the Courier Mail, which you’ve probably caught up with today about t...

Ray Hadley & Scott Morrison - avatar Ray Hadley & Scott Morrison

Prime Minister's Remarks to Joint Party Room

PRIME MINISTER: Well, it is great to be back in the party room, the joint party room. It’s great to have everybody back here. It’s great to officially welcome Garth who joins us. Welcome, Garth...

Scott Morrison - avatar Scott Morrison

Prime Minister Interview with Ben Fordham, 2GB

BEN FORDHAM: Scott Morrison, good morning to you.    PRIME MINISTER: Good morning, Ben. How are you?    FORDHAM: Good. How many days have you got to go?   PRIME MINISTER: I've got another we...

Scott Morrison - avatar Scott Morrison

Business News

7 foolproof tips for bidding successfully at a property auction

Auctions can be beneficial for prospective buyers, as they are transparent and fair. If you reach the limit you are willing to pay, you can simply walk away. Another benefit of an auction is tha...

Dominique Grubisa - avatar Dominique Grubisa

Getting Ready to Code? These Popular and Easy Programming Languages Can Get You Started

According to HOLP (History Encyclopedia of Programing Languages), there are more than 8,000 programming languages, some dating as far back as the 18th century. Although there might be as many pr...

News Co - avatar News Co

Avoid These Mistakes When Changing up Your Executive Career

Switching up industries is a valid move at any stage in your career, even if you’re an executive. Doing so at this stage can be a lot more intimidating, however, and it can be quite difficult know...

News Co - avatar News Co



News Co Media Group

Content & Technology Connecting Global Audiences

More Information - Less Opinion