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By NASA
The NASA Science Mission Directorate (SMD) instituted the Entrepreneurs Challenge to identify innovative ideas and technologies from small business start-ups with the potential to advance the agency’s science goals. Geolabe—a prize winner in the latest Entrepreneurs Challenge—has developed a way to use artificial intelligence to identify global methane emissions. Methane is a greenhouse gas that significantly contributes to global warming, and this promising new technology could provide data to help decision makers develop strategies to mitigate climate change.
SMD sponsored Entrepreneurs Challenge events in 2020, 2021, and 2023. Challenge winners were awarded prize money—in 2023 the total Entrepreneurs Challenge prize value was $1M. To help leverage external funding sources for the development of innovative technologies of interest to NASA, SMD involved the venture capital community in Entrepreneurs Challenge events. Numerous challenge winners have subsequently received funding from both NASA and external sources (e.g., other government agencies or the venture capital community) to further develop their technologies.
Each Entrepreneurs Challenge solicited submissions in specific focus areas such as mass spectrometry technology, quantum sensors, metamaterials-based sensor technologies, and more. The focus areas of the latest 2023 challenge included lunar surface payloads and climate science.
A recent Entrepreneurs Challenge success story involves 2023 challenge winner Geolabe—a startup founded by Dr. Claudia Hulbert and Dr. Bertrand Rouet-Leduc in 2020 in Los Alamos, New Mexico. The Geolabe team developed a method that uses artificial intelligence (AI) to automatically detect methane emissions on a global scale.
This image taken from a NASA visualization shows the complex patterns of methane emissions around the globe in 2018, based on data from satellites, inventories of human activities, and NASA global computer models. Credit: NASA’s Scientific Visualization Studio As global temperatures rise to record highs, the pressure to curb greenhouse gas emissions has intensified. Limiting methane emissions is particularly important since methane is the second largest contributor to global warming, and is estimated to account for approximately a third of global warming to date. Moreover, because methane stays in the atmosphere for a shorter amount of time compared to CO2, curbing methane emissions is widely considered to be one of the fastest ways to slow down the rate of global warming.
However, monitoring methane emissions and determining their quantities has been challenging due to the limitations of existing detection methods. Methane plumes are invisible and odorless, so they are typically detected with specialized equipment such as infrared cameras. The difficulty in finding these leaks from space is akin to finding a needle in a haystack. Leaks are distributed around the globe, and most of the methane plumes are relatively small, making them easy to miss in satellite data.
Multispectral satellite imagery has emerged as a viable methane detection tool in recent years, enabling routine measurements of methane plumes at a global scale every few days. However, with respect to methane, these measurements suffer from very poor signal to noise ratio, which has thus far allowed detection of only very large emissions (2-3 tons/hour) using manual methods.
This landscape of “mountains” and “valleys” speckled with glittering stars is actually the edge of a nearby, young, star-forming region called NGC 3324 in the Carina Nebula. Captured in infrared light by NASA’s new James Webb Space Telescope, this image reveals for the first time previously invisible areas of star birth. Credit: NASA, ESA, CSA, and STScI The Geolabe team has developed a deep learning architecture that automatically identifies methane signatures in existing open-source spectral satellite data and deconvolves the signal from the noise. This AI method enables automatic detection of methane leaks at 200kg/hour and above, which account for over 85% of the methane emissions in well-studied, large oil and gas basins. Information gained using this new technique could help inform efforts to mitigate methane emissions on Earth and automatically validate their effects. This Geolabe project was featured in Nature Communications on May 14, 2024.
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Last Updated Aug 20, 2024 Related Terms
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By NASA
Brad Flick, center director at NASA’s Armstrong Flight Research Center in Edwards, California, presents a 2024 NASA College Scholarship Award to Sabrina Redifer. From left to right are Sabrina Redifer’s parents Matthew and Saynne Redifer, Flick, Sabrina Redifer, and her sister Samantha Redifer.NASA/Steve Freeman Sabrina Redifer, a 2024 graduate of Quartz Hill High School in Lancaster, California, won a NASA College Scholarship Award.
Redifer plans to major this fall in molecular, cellular, and developmental biology at the University of California, Los Angeles. She earned a 4.0 grade-point average – a weighted GPA of 5.29 – and ranked fourth academically out of a class of 794 students.
“My dream of becoming a physician stems from a love of science, innovation, and equality,” she said. “I want to develop new treatments through molecular and cellular research, and I want to make those treatments accessible to all people, regardless of their economic status or where they live.”
Redifer won the scholarship following an agency-wide application for NASA employee dependents planning to pursue a science, technology, engineering, or math degree. The scholarship is $2,000 per year for up to four years.
She is the daughter of Matthew Redifer, who is X-59 aircraft flight systems lead at NASA’s Armstrong Flight Research Center in Edwards, California, and Saynne Redifer, of Palmdale, California.
“I didn’t think I was going to win,” Sabrina Redifer said. “I was super excited when I did!”
Sabrina Redifer is a valedictorian, received a 2023 and a 2024 Advanced Placement Scholar Award with Distinction, and the Advanced Placement Capstone Diploma, a special two-year course conducted in tandem with Advanced Placement classes.
Redifer was president of Quartz Hill High School’s National Honor Society, the varsity girls golf team president, and co-president of the Asian Student Union. She qualified for California Interscholastic Federation golf tournaments multiple times and ranked top six in the Golden League all four years.
In her community, she volunteered for two years at the Antelope Valley Medical Center in the gift shop and emergency room and at the Quartz Hill Food Pantry, where she helped pack food
for distribution. In addition, she shadowed physicians this summer, following and observing as they met with patients.
For more about NASA’s Armstrong Flight Research Center, visit:
http://www.nasa.gov/centers/armstrong
– End –
For more information, contact:
Jay Levine
NASA’s Armstrong Flight Research Center
(661) 276-3459
jay.levine-1@nasa.gov
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Last Updated Aug 15, 2024 EditorDede DiniusContactJay Levinejay.levine-1@nasa.govLocationArmstrong Flight Research Center Related Terms
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Personnel from the MSFC Earth Science Branch and local partners participated in the Investigation of Microphysics and Precipitation for Atlantic Coast-Threatening Snowstorms (IMPACTS), and they are members of the IMPACTS team that recently won the prestigious Presidential Rank Group Achievement Award from NASA. IMPACTS was a highly successful NASA Earth Venture Suborbital airborne field campaign that examined why and how heavy snowfalls occur, as well as how NASA missions can better detect and measure these events. The suborbital mission had three flight campaigns in 2020, 2022, and 2023, and used the NASA ER-2 and P-3 aircraft. MSFC contributed the Advanced Microwave Precipitation Radiometer (AMPR) and the Lightning Instrument Package (LIP) to IMPACTS, and both instruments flew on the ER-2.
MSFC Earth science and engineering civil servants that contributed to IMPACTS over the years include Timothy Lang, Chris Schultz, Mason Quick, Rich Blakeslee (Emeritus), Paul Meyer (Emeritus), Patrick Duran, Eric Cantrell, Max Vankeuren, Kurt Dietz, David Hyde, Tom Phillips, Patrick Fulda, and Mark James. MSFC partners for IMPACTS included University of Alabama in Huntsville (UAH; Doug Huie, Jonathan Hicks, Julia Burton, Philip Alldredge, Dave Simmons, Sue O’Brien, Amanda Richter, Corey Amiot, Sebastian Harkema, Monte Bateman, Mike Stewart, Scott Podgorny, David Corredor, Dennis Buechler, Jeff Daskar, Dan Walker), Universities Space Research Association (USRA; Doug Mach), Jacobs (Mark Sloan, Lisa Gibby), and The Aerospace Corporation (Sayak Biswas). MSFC resource analyst support for IMPACTS was provided by Robyn Rudock, Jennifer Thovson, Jacob Guthrie,Chris Anthony, and Lisa Dorsett.
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By Space Force
The award recognizes the outstanding and innovative efforts of the teams of people who operate and maintain U.S. military installations, selecting one base from each military service, plus the Defense Logistics Agency each year.
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By NASA
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Marcia Rieke, a scientist who worked on NASA’s James Webb Space Telescope and Hubble Space Telescope, has received the Gruber Foundation’s 2024 Cosmology Prize. Rieke will receive the award and gold laureate pin at a ceremony August 8, 2024, at the General Assembly of the International Astronomical Union in Cape Town, South Africa.
Marcia Rieke is Regents’ Professor of Astronomy at the University of Arizona and was the principal investigator for the Near-Infrared Camera (NIRCam) on the Webb telescope.University of Arizona Rieke was awarded the prize “for her pioneering work on astronomical instrumentation to reveal the breadth and details of the infrared universe. Her contributions to flagship space missions have opened new avenues for understanding the history and mechanisms of star and galaxy formation. She enabled the development and delivery of premier instruments providing groundbreaking sensitivity to near-infrared wavelengths to both the Webb and the Hubble telescopes. Through these substantive contributions along with earlier work, Marcia Rieke has had a lasting impact on our understanding of the universe,” according to the Gruber Foundation’s announcement.
The Cosmology Prize honors a leading cosmologist, astronomer, astrophysicist, or scientific philosopher for theoretical, analytical, conceptual, or observational discoveries leading to fundamental advances in our understanding of the universe. Since 2001, the Cosmology Prize has been cosponsored by the International Astronomical Union. Presented annually, the Cosmology Prize acknowledges and encourages further exploration in a field that shapes the way we perceive and comprehend our universe.
Rieke is Regents’ Professor of Astronomy at the University of Arizona and was the principal investigator for the Near-Infrared Camera (NIRCam) on the Webb telescope.
As principal investigator for the NIRCam, Rieke was responsible for ensuring that the instrument was built and delivered on time and on budget. She worked with the engineers at Lockheed Martin who built NIRCam and helped them decipher and meet the instruments’ requirements.
“As principal investigator of the James Webb Space Telescope NIRCam instrument, Dr. Rieke’s vision, dedication, and leadership were inspirational to the entire team and a key contribution to the success of the Webb telescope,” said Lee Feinberg, Webb telescope manager and optics lead at NASA’s Goddard Space Flight Center in Greenbelt, Maryland.
Rieke’s research interests include infrared observations of the center of the Milky Way and of other galactic nuclei. She has served as the deputy principal investigator on the Near Infrared Camera and Multi-Object Spectrometer for the Hubble Space Telescope (NICMOS), and the outreach coordinator for NASA’s retired Spitzer Space Telescope.
“As a leading scientist on a premiere Hubble Space Telescope science camera, NICMOS, Dr. Rieke’s expertise enabled ground-breaking discoveries on everything from star formation to distant galaxies,” said Dr. Jennifer Wiseman, Hubble Space Telescope senior project scientist at NASA Goddard. “Subsequent cameras on Hubble, and infrared space telescopes like Spitzer and Webb, have built upon Dr. Rieke’s pioneering work.”
“Dr. Rieke has also poured herself into wide international scientific leadership, leading countless scientific panels that envision and shape the best instruments for future powerful astronomical discovery,” Wiseman said.
“There’s a story beginning to emerge,” Rieke said about the science Webb has returned in the first two years of its mission. “But we still need some more pieces to the story.” For the duration of Webb’s lifetime, many of those pieces will emerge from the instrument that Rieke led.
The James Webb Space Telescope is the world’s premier space science observatory. Webb is solving mysteries in our solar system, looking beyond to distant worlds around other stars, and probing the mysterious structures and origins of our universe and our place in it. Webb is an international program led by NASA with its partners, ESA (European Space Agency) and CSA (Canadian Space Agency).
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