AI apps map icebergs 10,000 times faster than humans

Researchers from the University of Leeds in the UK have developed a neural network that can quickly and accurately map the expanse of large Antarctic icebergs in satellite images. The novel approach takes just 0.01 seconds and is much faster than the laborious manual effort required previously. Anne Braakmann-Folgmann, who researched while she was a Ph.D. student at the University of Leeds and is now an employee at the Arctic University of Norway in Troms, stressed the significance of large icebergs in Antarctica, as they impact ocean physics, chemistry, biology, and maritime operations. Therefore, it is critical to locate icebergs and monitor their extent to quantify how much meltwater they release.

The research team used Artificial Intelligence to map bergs, with the Copernicus Sentinel-1 radar mission providing images of icebergs regardless of cloud cover and lack of daylight. Icebergs, sea ice, and clouds appear white in images taken from satellites, making it difficult to identify them. However, Sentinel-1's radar vision allows icebergs to appear as bright objects against the darker ocean and sea-ice background in most radar images.

Despite the challenging conditions, the new neural network approach excels at mapping iceberg extent, as it takes into account the whole image context as well as intricate non-linear relationships. The system is highly capable of identifying the largest iceberg in each image, unlike comparative methods, which often choose slightly smaller icebergs nearby.

The neural network was trained using U-net architecture, with seven icebergs tested, ranging in size from 54 to 1052 square kilometers. The dataset includes between 15 and 46 images for each iceberg, spanning various seasons and the years 2014-2020. The new system has an accuracy rate of 99%, making it an effective tool for monitoring changes in the vulnerable Antarctic region.

According to ESA's Mark Drinkwater, satellites are crucial for understanding processes occurring far from civilization and monitoring changes. By automating the process of locating and reporting the extent of icebergs, this new neural network saves time and energy. Congratulations to the team on the introduction of this innovative machine-learning approach to monitor changes in the vulnerable Antarctic region.

The Allen Telescope Array. Image credit: Simon Steel/SETI Institute
The Allen Telescope Array. Image credit: Simon Steel/SETI Institute

A generous donation of $200 million will help advance the search for life beyond our planet

The SETI Institute, a non-profit scientific research organization, has received a transformative philanthropic gift of $200 million from the estate of Franklin Antonio, who had been a visionary supporter and catalyst of the institute's work for more than 12 years. Franklin Antonio was a co-founder of the communications chip company Qualcomm, and he passed away on May 13, 2022, leaving behind a remarkable legacy to enable breakthrough science in the search for intelligent life beyond our world.

With this generous donation, the SETI Institute will be able to elevate and expedite its research in six key science disciplines: Astronomy and Astrophysics, Exoplanets, Planetary Exploration, Astrobiology, Climate and Bio-geoscience, and the Search for Extraterrestrial Intelligence (SETI). The institute, guided by Antonio's vision, will have the opportunity to make discoveries that will benefit all of humanity for generations to come.

The SETI Institute has more than 100 scientists who are actively conducting research across 173 separate programs. This gift will allow it to undertake more missions, expand research priorities, and push the boundaries of human knowledge in exploring life beyond our planet and the origins of life here on Earth, according to Bill Diamond, President, and CEO of the SETI Institute.

Thanks to this philanthropic gift, the SETI Institute will be able to establish postdoctoral fellowships and internal grants for science and education programs. Additionally, it will expand its research base and extend its reach globally through new international collaborations. The gift will also support the development of innovative observational technologies and analytical instruments, as well as the creation of new educational programs and initiatives, particularly focused on reaching and engaging underserved communities.

Franklin Antonio's contribution to the SETI Institute went beyond financial support. He was an integral part of the technical team and played a crucial role in upgrading the Allen Telescope Array (ATA) to become the world-class radio telescope instrument that it is today, according to Dr. Andrew Siemion, Bernard M. Oliver Chair of SETI Research at the SETI Institute and Director of SETI Research at the University of Oxford.

"Currently, SETI-focused projects are eligible for only limited federal funding through research grants and otherwise depend entirely on philanthropic support and private funding. Antonio's gift will serve to permanently endow core SETI programs and foster new global partnerships," said Dr. Nathalie Cabrol, Director of the Carl Sagan Center for Research at the SETI Institute.

The significant contribution from Franklin Antonio will impact all research domains of the SETI Institute, providing its teams the freedom to pursue their science priorities and examine the technological, philosophical, and societal impact of their research on our daily lives here on Earth. The SETI Institute is a non-profit multi-disciplinary research and education organization founded in 1984, devoted to understanding the origins and prevalence of life and intelligence in the universe. It collaborates closely with industry, academia, and government agencies, including NASA, the Department of Energy, and the National Science Foundation.

Thanks to the philanthropic gift from Franklin Antonio, the SETI Institute is poised to embark on an exciting new chapter in its quest to answer one of the oldest questions in human history: Are we alone in the universe?

A tree cricket that is male is singing from a baffle. Out of all crickets, only tree crickets are known to create baffles, which are acoustic tools that greatly increase their singing efficiency. Very few other crickets either make or make use of such a tool. (Photo by Natasha Mhatre)
A tree cricket that is male is singing from a baffle. Out of all crickets, only tree crickets are known to create baffles, which are acoustic tools that greatly increase their singing efficiency. Very few other crickets either make or make use of such a tool. (Photo by Natasha Mhatre)

Western's groundbreaking study reveals that crickets use the ground to amplify their calls

Researchers at Western University in Canada have conducted a study that contradicts long-held beliefs about animal communication. The study shows how crickets use the ground to amplify their calls, which goes against previous assumptions in the field of animal communication.

Crickets are a diverse group of animals and are ideal for studying how communication evolves in the animal kingdom. Previous research has shown that when animals sing while sitting on the ground, such as crickets chirping, the volume and reach of their calls increase significantly, sometimes up to tenfold. This phenomenon was unexpected, as it was widely believed that the ground acted as a hindrance to sound transmission.

The study, led by Erin Brandt, a former postdoctoral associate in Western's Department of Biology, aimed to investigate this natural phenomenon further. Brandt and her team designed supercomputer models to simulate different crickets singing and collected data from the wings and songs of over a hundred cricket species, measuring their natural size and frequency ranges.

Surprisingly, the team discovered that all crickets, regardless of species, could benefit from using an acoustic tool called a baffle, which amplifies their sounds. Some crickets, such as tree crickets, even construct baffles by carving holes in leaves, further increasing their efficiency in attracting mates.

"To gain a more realistic understanding of these findings, the researchers incorporated elements such as the ground and vegetation in their computer models. Surprisingly, they found that when animals sang while sitting on land, their acoustic efficiency, volume, and reach increased by more than ten times the regular returns," said Brandt.

The implications of this research extend beyond crickets, as the study suggests that other animals, including wolves, howler monkeys, frogs, and cicadas, could produce louder calls if they utilized the ground or a flat surface for communication. This groundbreaking research highlights the importance of considering the relationship between singing effort and sound output in future studies of animal communication.

"This study has the potential to make us rework textbooks about animal communication," said Brandt. "The physics say what we discovered about crickets should hold true for all animals."

The study challenges long-standing assumptions in the field of bioacoustics and potentially leads to a reevaluation of current theories. This groundbreaking research opens up doors for further research that could reshape our understanding of this complex field.

Researchers have found that previous studies analyzing the genomes of people with European ancestry may have reported inaccurate results by not fully accounting for population structure  CREDIT Darryl Leja, National Human Genome Research Institute
Researchers have found that previous studies analyzing the genomes of people with European ancestry may have reported inaccurate results by not fully accounting for population structure CREDIT Darryl Leja, National Human Genome Research Institute

Previous genetic association studies that involved individuals with European ancestry may have inaccurate results

A recent study conducted by the National Human Genome Research Institute (NHGRI) has revealed that previous genetic association studies involving people with European ancestry may have reported inaccurate results. The research suggests that failing to account for mixed genetic lineages could lead to misleading conclusions.

The researchers at NHGRI found that previous studies analyzing the genomes of individuals with European ancestry did not fully consider population structure. By considering mixed genetic lineages, the researchers demonstrated that previously inferred links between genomic variants and traits such as height, cholesterol levels, and lactose digestion may not be valid.

The study emphasizes the importance of adjusting for admixture in the population when evaluating data from genetic association studies of individuals with European ancestry. The researchers collated data from published genetic association studies and generated a reference panel of genomic data that included 19,000 individuals across 79 populations in Europe and European Americans in the US.

According to Daniel Shriner, a staff scientist at the NIH Center for Research on Genomics and Global Health and senior author of the study, analyzing the genetic makeup of Europe on a continental level is too simplistic. By considering admixture, true links between genomic variants and traits can be uncovered.

For instance, the researchers investigated the lactase gene, which plays a role in digesting lactose and is highly diverse across Europe. Using the new reference panel, they analyzed how a genomic variant of the lactase gene is related to traits such as height, body mass index, and low-density lipoprotein cholesterol (bad cholesterol). The results showed that when considering the genetic admixture of the European population, the genomic variant related to lactose digestion is not linked to height or low-density lipoprotein cholesterol, but it does influence body mass index.

Charles Rotimi, NIH Distinguished Investigator and director of the Center for Research on Genomics and Global Health emphasizes the importance of accounting for complex ancestral backgrounds in genetic studies and genomic medicine. He states that appreciating the mixed ancestral backgrounds of individuals worldwide is crucial to avoiding false associations and uncovering true genetic links.

The study suggests that there may be other false associations in the literature and that some true associations are yet to be discovered. Understanding how genomic variants are related to different traits can help researchers estimate polygenic risk scores and provide insights into a person's ability to respond safely to drug treatments.

By accounting for mixed ancestries in future genomic analyses, researchers hope to improve the predictive value of polygenic risk scores and enhance the practice of genomic medicine. The reference panel generated in this study is available to the scientific community for use in additional studies, further advancing the understanding of genetic associations.

Scientists at the University of New Mexico use volcanic modeling to create a response plan

Scientists and researchers, in collaboration with the Community Network for Volcanic Eruption Response (CONVERSE), have devised a response plan aimed at addressing a hypothetical volcanic crisis in the San Francisco Volcanic Field (SFVF) in Arizona, USA. The study was recently published in Volcanica and was led by Yolanda C Lin, Assistant Professor in the Department of Geography and Environmental Studies at the University of New Mexico, with co-author Tobias Fischer.

During the exercise, participants analyzed the magma system modeled in the scenario, including the dikes, tephra deposits, lava flow, and vents of the SFVF. The study was conducted virtually, with participants from various disciplines in volcano science working together to make informed decisions.

The exercise was critical in coordinating and sharing findings among academic and government agencies. It allowed hypothetical scenarios to be simulated, and people to react to the information that could potentially be collected based on real-life volcanic systems. Fischer highlighted the importance of early career scientists submitting a one-page proposal to a committee of peers for access to relevant resources.

Lin emphasized that the study contributed to the development of a shared culture and sense of community among current and future volcano scientists, as well as consolidating resources related to volcanic field activities and spurring new collaboration and discussion among researchers and scientists.