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In 2011, a small meteorite was found in the Sahara Desert. Designated Northwest Africa (NWA) 7034 or "Black Beauty," the blackened chunk of volcanic crystal turned out to be , flung into space by an asteroid impact.

But where on Mars had it come from? If we knew that, the meteorite could give us crucial clues into how our Earth-like neighbor had formed.

The red planet is covered in countless asteroid impact craters, and until recently it seemed there was no way to tell which one was the home of Northwest Africa 7034.

In new research, we sifted through more than 94 million craters to of the rocky Martian visitor: a crater in our neighboring planet's southern hemisphere, created by an asteroid impact between 5 million and 10 million years ago.

Why is Earth so special?

Roughly 4.5 billion years ago, a disk of gas, dust and ice collapsed, forming the sun, the planets, their moons and the rest of the Solar System. A few million years later, molten blobs of matter began to cool down to form rocky planets.

We know very little about this early stage of planetary evolution on Earth. Erosion and the movement of tectonic plates make it very difficult to find rocks that old.

We would like to know more about how planets form and evolve over time, because it would help us understand why Earth is so different from other planets.

Looking to Mars

To learn more about the origin of planets, space agencies are sending a plethora of probes and rovers to Mars to unravel its geological past.

Mars is often considered Earth's sibling. In the past it hosted liquid water, forming lakes and seas, and also experienced volcanic activity for prolonged periods.

However, Mars has no plate tectonics and little recent erosion, so its ancient rocks are better preserved than those on Earth.

One key objective of the is to collect samples from one particular location, the Jezero crater, and return them to Earth for analysis.

Martian meteorites

However, we already have some samples of Mars that we can thoroughly investigate. There are around 300 pieces of Mars in laboratories around the world in the form of meteorites, and they have been intensively studied over the past 30 years.

These meteorites were launched from the surface of Mars by around a dozen asteroid impacts over the past 20 million years. However, the exact locations of the sources of the only Martian rocks available on Earth are unknown.

Finding the precise origins of these meteorites would be equivalent to several free sample return missions, so researchers have been trying for decades. Only now has it become achievable, due to the introduction of machine-learning techniques.

Cataloging craters

Our research, reported this week, of one of the most interesting known Martian meteorites: NWA 7034, the most studied sample from Mars to date.

Using the supercomputer at the Pawsey Supercomputing Research Center in Perth, we analyzed a colossal volume of high-resolution images of Mars. With a machine-learning algorithm we developed, we identified more than 94 million impact craters.

This catalog of craters is the largest ever created and allows us to understand the history of their creation at a resolution never equaled before.

We discovered that the smallest craters, less than 100 meters in diameter, are distributed as rays, pointing outward from 19 large and very young impact craters. Those small impacts are called secondary craters, and result from the fallback of debris following a large impact.

Knowing this meant we could rule out around 80,000 craters as potential sources of the Martian meteorites, as they would not have been able to eject rocks into space. We were left with only those 19 large craters.

Finding Karratha crater

Next we compared the characteristics of the NWA 7034 meteorite (essentially its age, composition and magnetic properties) with that of the surface surrounding the 19 craters, inferred from spacecraft data in orbit around the planet.

My team and I realized that only one, previously unnamed, crater could explain all the characteristics of the meteorite: a 10 km crater located in the Terra Cimmeria-Sirenum province, in the southern hemisphere of Mars.

The crater was unnamed because no-one had previously thought it was very interesting. We proposed the name Karratha, in reference to the town in Western Australia near the oldest rock ever dated from Earth.

The most exciting thing about this discovery was to establish a link between this rare sample of Mars and the unique characteristics of the Terra Cimmeria-Sirenum region.

A window onto ancient Earth

From laboratory analyses performed on this meteorite, we know it contains ancient minerals: zircons around 4.48 billion years old, older than the oldest zircons found on Earth, located in Western Australia.

The composition of some pieces of the meteorite is also very intriguing: they are comparable to today's Earth continents. This tells us that Terra Cimmeria-Sirenum is an ancient crust hosting rocks 4.5 billion years old, with chemical and magnetic characteristics distinct from anywhere else on Mars.

Sending future missions to this identified region would enable scientists to explore what happened on Mars 4.5 billion years ago, a few million years after its formation. As the Earth lost its old surface mainly due to plate tectonics, observing such a setting in extremely ancient terrains on Mars is a window into the ancient Earth we lost a long time ago.

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