Neighborhood building density emerges as strongest predictor of home destruction in 2025 Palisades Fire
A spatially validated GeoAI analysis of 12,081 damage inspections from the 2025 Palisades Fire finds neighborhood building density was the ...
Tag: spatial cross-validation
How the Choice of Rainfall Interpolation Method Can Shift Urban Flood Predictions by More Than 10 Percent
A new study finds that the choice of rainfall spatial interpolation method can alter simulated urban flood depths by more ...
AI Map of Australia’s Nickel Belt Tells Explorers When to Trust Itself
Researchers combined positive-unlabeled learning, spatial block cross-validation, bootstrap uncertainty, and conformal calibration to produce a confidence-aware nickel prospectivity map of ...
Machine learning study finds soil and tree type control where shallow landslides strike
A rigorous spatial machine learning analysis of 571 landslides triggered by Norway's 2023 storm Hans shows that soil indicators and ...
Deep-Sea Worms Thrived While Crustaceans Collapsed After the Deepwater Horizon Spill
A new reanalysis of post-spill Gulf of Mexico sediments shows that Deepwater Horizon's effects on deep-sea meiofauna depended as much ...
When Flood Maps Lie: Smarter AI Brings Honesty to Bangladesh Disaster Prediction
A new study of Bangladesh's 2024 Feni flash flood shows that standard flood-susceptibility machine learning inflates accuracy through spatial leakage ...
AI Learns to Read Earth’s Hidden Treasure Maps Without Labels
A self-supervised Vision Transformer framework that fuses multi-scale geological maps with aeromagnetic data has substantially outperformed conventional methods in mapping ...
AI Stacking Model Pinpoints Copper Deposits in Iran With Striking Accuracy
A multi-level stacking ensemble of five machine learning models mapped porphyry copper-gold prospectivity in northwest Iran with an AUC of ...
Machine Learning Maps Landslide Danger Along Tibet’s Vital Lhasa–Dingri Highway
A new random forest model with spatial cross-validation reveals that slope and topographic relief control landslide hazards along the Lhasa–Dingri ...
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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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