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Biodiversity

Unlocking AI’s Potential: A New Era for Biodiversity Conservation

A new study suggests the use of artificial intelligence (AI) to rapidly analyze vast amounts of biodiversity data could revolutionize conservation efforts by enabling scientists and policymakers to make better-informed decisions.

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Unlocking AI’s Potential: A New Era for Biodiversity Conservation

Scientists from McGill University have made a groundbreaking discovery, revealing the untapped potential of artificial intelligence (AI) to revolutionize biodiversity conservation. A recent study published in Nature Reviews Biodiversity highlights the seven global biodiversity knowledge shortfalls, which hinder our understanding of species distributions and interactions.

“The problem is that we still don’t have basic information about nature, which prevents us from knowing how to protect it,” said Laura Pollock, lead author on the study and assistant professor in McGill’s Department of Biology. “This research aims to bridge this knowledge gap by leveraging AI’s capabilities to analyze vast amounts of biodiversity data.”

The study, a collaboration between computer scientists, ecologists, and an international team of researchers, examines how AI can address the seven global biodiversity knowledge shortfalls. The findings show that AI is currently only being used in two of these areas, leaving significant opportunities untapped.

One example of AI’s potential is BioCLIP, which uses machine learning models to detect species traits from images, aiding in species identification. Additionally, automated insect monitoring platforms like Antenna have helped identify hundreds of new insects.

However, the researchers emphasize that AI can do more. Machine learning models trained on satellite imagery and environmental DNA can map species distributions more accurately than ever before. AI could also help infer species interactions, such as food webs and predator-prey relationships, which remain largely unstudied due to the difficulty of direct observation.

“This research looks at a much broader set of biodiversity questions than previous reviews,” said David Rolnick, co-author of the study, Canada CIFAR AI Chair and assistant professor of computer science at McGill. “It was also surprising to see just how narrowly AI is being applied when it has so much potential to address many of these shortfalls.”

Looking ahead, the research team emphasizes the importance of expanding data-sharing initiatives to improve AI model training, refining algorithms to reduce biases, and ensuring that AI is used ethically in conservation. With global biodiversity targets looming, they say AI, if harnessed effectively, could be one of the most powerful tools available to address the biodiversity crisis.

“AI is changing the way the world works, for better or worse,” said Pollock. “This is one of the ways it could help us.” Protecting biodiversity is crucial because ecosystems sustain human life, and AI can play a vital role in preserving our planet’s precious natural resources.

Biodiversity

“Reviving Australia’s Icons: Precision DNA Testing Offers Hope for Koalas on the Brink”

A University of Queensland-led project has developed a tool to standardise genetic testing of koala populations, providing a significant boost to conservation and recovery efforts.

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Australia’s beloved koalas are facing unprecedented threats to their survival, with habitat loss, disease, and vehicle strikes taking a devastating toll on these iconic marsupials. However, a breakthrough in genetic research may hold the key to their recovery.

A University of Queensland-led project has developed a standardized DNA testing tool that enables researchers nationwide to capture and share koala genetic variation. This innovation promises to revolutionize conservation efforts by providing a consistent method for comparing genetic markers across different populations.

According to Dr. Lyndal Hulse, lead researcher on the project, “Koalas in the wild are under increasing pressure, forcing them to live in smaller and more isolated pockets with limited access to breeding mates outside their group.” This population inbreeding can have detrimental effects on their health, making it even more crucial to understand their genetic diversity.

The new screening tool, a single nucleotide polymorphism (SNP) array using next-generation sequencing technologies, is designed to accommodate good-quality DNA and is suitable for broad-scale monitoring of wild koala populations. This means that researchers, conservationists, and government agencies can now collaborate more effectively to ensure the survival of these magnificent creatures.

Saurabh Shrivastava, Senior Account Manager at project partner Australian Genome Research Facility (AGRF Ltd), emphasizes that “the Koala SNP-array is available to all researchers and managers.” Ideally, this tool could guide targeted koala relocations across regions, helping to improve and increase the genetics of populations under threat.

Dr. Hulse highlights that understanding the genetic diversity of different koala populations is crucial for their survival. With this knowledge, we can develop effective conservation strategies to protect these incredible Australian icons from extinction. In fact, she warns that if we fail to act, “in 50 years, we may only be able to see koalas in captivity.”

The project has brought together researchers from the Australasian Wildlife Genomics Group at the University of New South Wales and AGRF Ltd, a not-for-profit organization advancing Australian genomics. This collaboration holds great promise for reviving Australia’s beloved koalas and ensuring their place in our ecosystem for generations to come.

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Agriculture and Food

“Native Bees vs Honey Bees: The Fitness Fight”

New research has revealed that high densities of European honey bees could be harming Australian native bees’ ‘fitness’ by reducing their reproductive success and altering key traits linked to survival.

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Native Bees vs Honey Bees: The Fitness Fight

A recent study conducted by Curtin University has shed light on the struggles faced by Australian native bees due to the presence of European honey bees. Led by Dr Kit Prendergast from the School of Molecular and Life Sciences, the research found that high densities of honey bees can significantly impact the reproductive success and survival traits of native cavity-nesting bees.

The study utilized specially designed wooden “bee hotels” located in 14 urban bushland and garden sites in Perth, Western Australia. These bee hotels served as a platform to assess how honey bee density influenced key indicators of native bee health and reproduction over two Spring-to-Summer bee seasons.

Dr Prendergast explained that the research aimed to understand the impact of honey bees on native bees by using these bee hotels as research tools. “Bee hotels are not just a way to give bees a place to nest; they’re powerful tools that let us measure how well native bees are surviving and reproducing in different environments,” she stated.

The study involved analyzing 1000 native bee nests, providing valuable insights into the fitness of at least 25 species. The results showed that areas with higher honey bee densities were associated with reduced reproductive success, increased offspring mortality, and smaller male offspring in native bees.

Furthermore, the research found that honey bees tend to forage from a wider range of sources, including exotic plants. This overlap in pollen use was linked to lower offspring numbers in native bees, indicating that honey bees can negatively impact local ecosystems and contribute to declines in native bee populations.

Dr Prendergast emphasized the importance of managing honey bee densities carefully, especially in areas of high conservation value or where native pollinators are already under pressure from factors such as urbanization. She suggested that future research should explore whether adjusting honey bee numbers or increasing the diversity of flowering plants could help mitigate their impact on native bees.

The study was conducted as part of Dr Prendergast’s PhD research at Curtin and received funding from various organizations, including the City of Stirling, the Australian Wildlife Society, Hesperia, and the Forrest Research Foundation. The findings add to growing evidence that we need to carefully manage honey bee populations to protect native pollinators and maintain ecosystem balance.

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Biodiversity

Decoding the Movements of Molecular Switches: Uncovering the Secrets of G Protein-Coupled Receptors

Taste, pain, or response to stress — nearly all essential functions in the human body are regulated by molecular switches called G protein-coupled receptors (GPCRs). Researchers have uncovered the fundamental mechanism how such a GPCR works. Using a method similar to the earth satellite GPS, they could track the motions of a GPCR and observe it in action. Their findings provide guidance for designing drugs.

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The molecular switches that regulate vital functions in our bodies are called G protein-coupled receptors (GPCRs). These crucial molecules embedded in the cell membrane transmit signals from outside to inside the cell. Due to their vast diversity and essential role, GPCRs have become the target of many drugs, including painkillers, heart medications, and diabetes treatments. In fact, one-third of all approved drugs act on GPCRs.

Until recently, scientists knew little about how these receptors functioned. However, researchers at the University of Basel have now uncovered a fundamental mechanism behind GPCR activity using a novel method inspired by GPS technology. This innovative approach enables scientists to track the movements of a GPCR and observe it in action, providing valuable insights for designing more effective drugs with fewer side effects.

The study focused on the β1-adrenergic receptor, a key player in the cardiovascular system targeted by beta-blockers. Using GPS-inspired Nuclear Magnetic Resonance (NMR) technology, researchers precisely pinpointed the position of about one hundred sites within this receptor and monitored their motions during activation. The findings reveal that the receptor does not simply switch between static “off” and “on” states but instead sits in a dynamic conformational equilibrium between inactive, preactive, and active states.

The binding of agonists like isoprenaline shifts the receptor more towards the active state, while beta-blockers lock it mostly in the inactive state. The researchers also discovered that very small atomic modifications can fine-tune the signaling output of the receptor. This understanding at the atomic level allows scientists to truly comprehend how these receptors work and may provide guidance for designing drugs with desired outputs.

In summary, this groundbreaking research has bridged the gap between the static structures of GPCRs and their function by tracking in detail how the receptor dynamically moves during activation. With this knowledge, scientists can now design more effective drugs that target specific aspects of GPCR activity, ultimately improving human health outcomes.

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