Scientists thought asteroid Bennu's surface would be like a sandy beach,
abundant in fine sand and pebbles, which would have been perfect for
collecting samples. Past telescope observations from Earth's orbit had
suggested the presence of large swaths of fine-grain material called fine
regolith that's smaller than a few centimeters.
But when the spacecraft of NASA's University of Arizona-led OSIRIS-REx
asteroid sample return mission arrived at Bennu in late 2018, the mission
team saw a surface covered in boulders. The mysterious lack of fine regolith
became even more surprising when mission scientists observed evidence of
processes capable of grinding boulders into fine regolith.
New research, published in Nature and led by mission team member Saverio
Cambioni, used machine learning and surface temperature data to solve the
mystery. Cambioni was a graduate student at the UArizona Lunar and Planetary
Laboratory when the research was conducted and is now a postdoctoral
distinguished fellow in the Department of Earth, Atmospheric and Planetary
Sciences at the Massachusetts Institute of Technology. He and his colleagues
ultimately found that Bennu's highly porous rocks are responsible for the
surface's surprising lack of fine regolith.
"The 'REx' in OSIRIS-REx stands for Regolith Explorer, so mapping and
characterizing the surface of the asteroid was a main goal," said study
co-author and OSIRIS-REx principal investigator Dante Lauretta, a Regents
Professor of Planetary Sciences at the University of Arizona. "The
spacecraft collected very high-resolution data for Bennu's entire surface,
which was down to 3 millimeters per pixel at some locations. Beyond
scientific interest, the lack of fine regolith became a challenge for the
mission itself, because the spacecraft was designed to collect such
material."
To collect a sample to return to Earth, the OSIRIS-REx spacecraft was built
to navigate within an area on Bennu roughly the size of a 100-space parking
lot. However, because of numerous boulders, the safe sampling site was
reduced to roughly the size of five parking spaces. The spacecraft
successfully made contact with Bennu to collect sample material in October
2020.
A rocky start and solid answers
"When the first images of Bennu came in, we noted some areas where the
resolution was not high enough to see whether there were small rocks or fine
regolith. We started using our machine learning approach to separate fine
regolith from rocks using thermal emission (infrared) data," Cambioni said.
The thermal emission from fine regolith is different from that of larger
rocks, because the former is controlled by the size of its particles, while
the latter is controlled by rock porosity. The team first built a library of
examples of thermal emissions associated with fine regolith mixed in
different proportions with rocks of various porosity. Next, they used
machine learning techniques to teach a computer how to "connect the dots"
between the examples. Then, they used the machine learning software to
analyze the thermal emission from 122 areas on the surface of Bennu observed
both during the day and the night.
"Only a machine learning algorithm could efficiently explore a dataset this
large," Cambioni said.
When the data analysis was completed, Cambioni and his collaborators found
something surprising: The fine regolith was not randomly distributed on
Bennu but instead was lower where rocks were more porous, which was on most
of the surface.
The team concluded that very little fine regolith is produced by Bennu's
highly porous rocks because these rocks are compressed rather than
fragmented by meteoroid impacts. Like a sponge, the voids in rocks cushion
the blow from incoming meteors. These findings are also in agreement with
laboratory experiments from other research groups.
"Basically, a big part of the energy of the impact goes into crushing the
pores restricting the fragmentation of the rocks and the production of new
fine regolith," said study co-author Chrysa Avdellidou, a postdoctoral
researcher at the French National Centre for Scientific Research
(CNRS)–Lagrange Laboratory of the Côte d'Azur Observatory and University in
France.
Additionally, cracking caused by the heating and cooling of Bennu's rocks as
the asteroid rotates through day and night proceeds more slowly in porous
rocks than in denser rocks, further frustrating the production of fine
regolith.
"When OSIRIS-REx delivers its sample of Bennu (to Earth) in September 2023,
scientists will be able to study the samples in detail," said Jason Dworkin,
OSIRIS-REx project scientist at NASA Goddard Space Flight Center. "This
includes testing the physical properties of the rocks to verify this study."
Other missions have evidence to confirm the team's findings. The Japanese
Aerospace Exploration Agency's Hayabusa 2 mission to Ryugu, a carbonaceous
asteroid like Bennu, found that Ryugu also lacks fine regolith and has
highly porous rocks. Conversely, JAXA's Hayabusa mission to the asteroid
Itokawa in 2005 revealed abundant fine regolith on the surface of Itokawa,
an S-type asteroid with rocks of a different composition than Bennu and
Ryugu. A previous study by Cambioni and his colleagues provided evidence
that Itokawa's rocks are less porous than Bennu's and Ryugu's, using
observations from Earth.
"For decades, astronomers disputed that small, near-Earth asteroids could
have bare-rock surfaces. The most indisputable evidence that these small
asteroids could have substantial fine regolith emerged when spacecraft
visited S-type asteroids Eros and Itokawa in the 2000s and found fine
regolith on their surfaces," said study co-author Marco Delbo, research
director with CNRS, also at the Lagrange Laboratory.
The team predicts that large swaths of fine regolith should be uncommon on
carbonaceous asteroids, which are the most common of all asteroid types and
are thought to have high-porosity rocks like Bennu. In contrast, terrains
rich in fine regolith should be common on S-type asteroids, which are the
second-most common group in the solar system, and are thought to have
denser, less porous rocks than carbonaceous asteroids.
"This is an important piece in the puzzle of what drives the diversity of
asteroids' surfaces. Asteroids are thought to be fossils of the solar
system, so understanding the evolution they have undergone in time is
crucial to comprehend how the solar system formed and evolved," said
Cambioni. "Now that we know this fundamental difference between carbonaceous
and S-type asteroids, future teams can better prepare sample collection
missions depending on the nature of the target asteroid."
The University of Arizona leads the OSIRIS-REx science team and the
mission's science observation planning and data processing. NASA's Goddard
Space Flight Center in Greenbelt, Maryland, provides overall mission
management, systems engineering, and the safety and mission assurance for
OSIRIS-REx. Lockheed Martin Space in Littleton, Colorado, built the
spacecraft and provides flight operations. Goddard and KinetX Aerospace are
responsible for navigating the OSIRIS-REx spacecraft. OSIRIS-REx is the
third mission in NASA's New Frontiers Program, managed by NASA's Marshall
Space Flight Center in Huntsville, Alabama, for the agency's Science Mission
Directorate in Washington, D.C.
Reference:
Saverio Cambioni et al, Fine-regolith production on asteroids controlled by
rock porosity, Nature (2021).
DOI: 10.1038/s41586-021-03816-5
Tags:
Space & Astrophysics