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A novel RF-CEEMD-LSTM model for predicting water pollution
Abstract Accurate water pollution prediction is an important basis for water environment prevention and control. The uncertainty of input variables and the nonstationary and nonlinear characteristics of water pollution series hinder the accuracy and reliability of water pollution prediction. This study proposed a novel water pollution prediction model (RF-CEEMD-LSTM) to improve the performance of water…
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Effective gestational weight gain advice to optimize infant birth weight in Japan based on quantile regression analysis
Abstract The optimal range of gestational weight gain (GWG) was recently raised in Japan. This may help reduce small-for-gestational-age (SGA) infants, but may also increase large-for-gestational-age (LGA) infants. This study performed hypothetical experiments to determine effective GWG advice based on quantile regression analysis. In a total of 354,401 singleton pregnancies registered in the perinatal database…
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Method for obtaining reliable R-waves in fish electrocardiograms by utilizing conductivity of seawater
Abstract A simple method for measuring bioelectric signals of fish in seawater is expected for managing the health of farmed fish and clarifying the ecophysiology of natural fish. We previously proposed a simple and unique method for measuring bioelectric signals of fish by inserting only one special internal electrode (which can be isolated from seawater)…
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This is how the world finally ends the HIV/AIDS pandemic
Nearly 30 years ago — more than a decade after HIV/AIDS was first identified — a group of scientists in the United States and France reported impressive results from a clinical trial. Pregnant women living with HIV could reduce the risk of transmitting the virus to their newborn child by around 67% if they took…
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Meet our climate researcher
[Music plays and a split circle appears and photos of different CSIRO activities flash through in either side of the circle and then the circle morphs into the CSIRO logo] [Image changes to show text below the CSIRO logo: Future Science Case Study, Permanent Carbon Locking Technologies] [Image changes to show the CSIRO Marine Laboratories…
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Separation and antioxidant activities of new acetylated EGCG compounds
Abstract Acetylation could improve the bioavailability of (-)-Epigallocatechin-3-Gallate (EGCG), but the relationship of substitution degree and antioxidant capacity of acetylated EGCG was unclear. The acetylated EGCG products were separated by preparation high performance liquid chromatography (HPLC). Two mono substituted acetylated EGCG, three substituted acetylated EGCG (T-AcE), eight substituted acetylated EGCG (E-AcE) and (-)-Epigallocatechin gallate (EGCG)…
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A novel RF-CEEMD-LSTM model for predicting water pollution
Abstract Accurate water pollution prediction is an important basis for water environment prevention and control. The uncertainty of input variables and the nonstationary and nonlinear characteristics of water pollution series hinder the accuracy and reliability of water pollution prediction. This study proposed a novel water pollution prediction model (RF-CEEMD-LSTM) to improve the performance of water…
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Stem cell-based treatment controls blood sugar in people with Type 1 diabetes
image: The dose-delivering unit (bottom) is about seven centimetres long and implanted along with asmaller sentinel device (top right). They are shown in comparison to a U.S. quarter. view more Credit: ViaCyte An innovative stem cell-based treatment for Type 1 diabetes can meaningfully regulate blood glucose levels and reduce dependence on daily insulin injections, according…
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The Week of November 27, 2023
McMurdo Station in August 2023. (Karen Pszonka) NSF Board Delving into Antarctic Harassment Response The National Science Board, the governing body for the National Science Foundation, is devoting a large portion of its quarterly meeting on Wednesday and Thursday to reviewing NSF’s response to sexual assault and harassment in Antarctica. The topic has been a…
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As Mexico marks conservation day, advocates say it takes too long to list vulnerable species
MEXICO CITY (AP) — Residents of Mexico’s Caribbean reef island of Banco Chinchorro near Belize have hunted the meat and salmon-pink shells of queen conch for generations. As populations have shrunk in recent decades, Mexico has enforced limits and bans on catching the shellfish. The species has continued to decline despite these measures, which included…