AI Learns Where U.S. Streamflow Droughts Come From—and Predicts Them Where No Gauges Exist
A new USGS study trained 3,198 machine learning models to reveal the regional drivers of streamflow drought across the United ...
Tag: Principal Component Analysis
Beyond GDP: New Study Maps Well-Being and Gender Equality Across Italian Regions
A new study of Italian regions shows that multidimensional well-being follows a clear North-South gradient while gender equality displays a ...
Red Sea Sediments Pass the Radiation Test, but Gravity Data Reveal Hidden Faults
An integrated geochemical, radiological and geophysical survey of Red Sea coastal sediments finds radiation levels well below global safety limits, ...
Ancient Dust Decoded: German Loess Archive Reveals How Ecosystems Reacted to Abrupt Ice Age Climate Swings
A new dissertation from the University of Mainz decodes the tangled geochemical signals of the Schwalbenberg loess deposit, revealing how ...
New statistical simulator generates extreme storm surge scenarios for coastal flood forecasting
French researchers have developed a two-stage statistical simulator that transforms real storm surge records violating standard extreme value assumptions into ...
Two Famous Lab Strains of Arabidopsis React Alike to Heat, Metabolomics Study Finds
A new untargeted metabolomics study shows that the widely used Arabidopsis thaliana accessions Col-0 and Col-4 share broadly similar metabolic ...
Weather patterns decoded on a brown dwarf 20 light years away
Astronomers at Trinity College Dublin used Principal Component Analysis on James Webb Space Telescope observations to reveal that the weather ...
Python and Statistics Decode the Geochemical Secrets of Brazil’s Oil-Rich Irati Shale
Researchers combined PCA, cluster analysis, and a validated Python workflow to reveal distinct radioactive chemofacies in the Permian Irati Formation ...
Power Leaks Crack Post-Quantum Encryption Keys in Just 27 Traces
Researchers have shown that an unprotected hardware accelerator for the post-quantum encryption standard ML-KEM leaks its secret decryption key through ...
Quantum Neural Networks Edge Out Classical Rivals in the Hunt for New Physics
Researchers have shown that a carefully optimized quantum convolutional neural network can outperform classical models with similar parameter counts when ...
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Mothers who receive childcare support from maternal grandparents show more parental warmth, finds NTU Singapore study
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University of Seville Breaks 120-Year-Old Mystery, Revises a Key Einstein Concept
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Bee body mass, pathogens and local climate influence heat tolerance
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Researchers record first-ever images and data of a shark experiencing a boat strike
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Groundbreaking Clinical Trial Reveals Lubiprostone Enhances Kidney Function
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