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In Real Life: Nature’s Reboot
Humans have now altered virtually every ecosystem on the planet, fueling extinction rates tens to hundreds of times higher than any point in the last 10 million years. It’s a crisis of such epic proportions that some conservationists are now calling for unprecedented interventions: tapping into our newfound power to shape genomes as a way…
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A labeled data set of underwater images of fish and crab species from five mesohabitats in Puget Sound WA USA
Abstract The sustainable management of fisheries and aquaculture requires an understanding of how these activities interact with natural fish populations. GoPro cameras were used to collect an underwater video data set on and around shellfish aquaculture farms in an estuary in the NE Pacific from June to August 2017 and June to August 2018 to…
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Towards accessible science laboratories in Japan
The participation of people with disabilities in higher education in STEM fields in Japan is significantly lower than the proportion of the general population. Here, I discuss our work building an inclusive laboratory, university initiatives to improve accessibility and explain the need for additional support for researchers with disabilities. This is a preview of subscription…
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The Imageable Genome
Abstract Understanding human disease on a molecular level, and translating this understanding into targeted diagnostics and therapies are central tenets of molecular medicine1. Realizing this doctrine requires an efficient adaptation of molecular discoveries into the clinic. We present an approach to facilitate this process by describing the Imageable Genome, the part of the human genome…
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Beneficial applications of biofilms
Abstract Many microorganisms live in the form of a biofilm. Although they are feared in the medical sector, biofilms that are composed of non-pathogenic organisms can be highly beneficial in many applications, including the production of bulk and fine chemicals. Biofilm systems are natural retentostats in which the biocatalysts can adapt and optimize their metabolism…
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The future is quantum: universities look to train engineers for an emerging industry
IBM physicist Olivia Lanes says quantum tech needs workers from various educational levels.Credit: IBM The first year of university is always an opportunity to explore, but William Papantoniou really took the plunge. From the start of his studies in 2021 at the University of New South Wales (UNSW) in Sydney, Australia, he signed up for…
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Gender identification of the horsehair crab, Erimacrus isenbeckii (Brandt, 1848), by image recognition with a deep neural network
Abstract Appearance-based gender identification of the horsehair crab [Erimacrus isenbeckii (Brandt, 1848)] is important for preventing indiscriminate fishing of female crabs. Although their gender is easily identified by visual observation of their abdomen because of a difference in the forms of their sex organs, most of the crabs settle with their shell side upward when…
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Unsupervised classification for region of interest in X-ray ptychography
Abstract X-ray ptychography offers high-resolution imaging of large areas at a high computational cost due to the large volume of data provided. To address the cost issue, we propose a physics-informed unsupervised classification algorithm that is performed prior to reconstruction and removes data outside the region of interest (RoI) based on the multimodal features present…
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The robot chemist helping to pave the way to settlements on Mars
If humans are ever to build settlements on Mars, they will need oxygen – to breathe but also to allow rocket fuels to burn for return missions. But oxygen makes up only a tiny percentage of the Martian atmosphere, and transporting air to Mars from Earth is not a practical solution. Instead scientists have pinned…
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A sensitive method to determine 210Po and 210Pb in environmental samples by alpha spectrometry using CuS micro-precipitation
Abstract A new sensitive method to determine polonium-210 (210Po) and lead-210 (210Pb) in a diversity of environmental samples was developed. For fresh and marine waters, Po was pre-concentrated using a titanium (III) hydroxide (Ti(OH)3) co-precipitation. Solid environmental samples were digested with nitric acid (HNO3) and hydrogen peroxide (H2O2). The alpha thin layer source was prepared…