Dynamic Lag Encoding and Multi-Head Attention Improve Deep Learning Flood Forecasting
A deep learning model combining dynamic lag encoding and temporal multi-head attention significantly reduces peak flow forecasting errors across multi-hour ...
Tag: flash floods
Citizen River Monitoring Uncovers Local Triggers of Tropical Flash Floods in Uganda
A two-year citizen monitoring network across seven Ugandan highland watersheds revealed that local convective rainfall and farming practices drive flash ...
Multilingual Text Mining Uncovers Over Twenty-Four Thousand Global Geo-Hydrological Hazards
HazMiner applied multilingual natural language processing to over six million global news articles from 2017 through 2024, extracting 24,407 geo-hydrological ...
Simulations Show Apennine Topography Anchored the Deadly 2022 Marche Flash Flood
High-resolution numerical simulations reveal how the steep Apennine terrain anchored a catastrophic convective storm over central Italy in September 2022 ...
Himalayan watershed study maps landslide risk and low disaster readiness
A new study of Uttarakhand's Pranmati watershed finds 73 major landslides, high susceptibility along stream channels and disaster preparedness among ...
AI models and experts join forces to map Pakistan’s cloudburst danger zones
A study combines expert opinion with five large language models to produce cloudburst susceptibility mapping of Pakistan, identifying the Hindukush-Himalaya ...
AHP and GIS map flood susceptibility across Bangladesh’s Sunamganj district
An AHP-GIS study of Sunamganj district in Bangladesh finds that roughly 37 percent of the area falls within high or ...
Fuzzy Logic Meets Machine Learning to Keep Farm Drones Flying Through Sandstorms and Floods
A hybrid fuzzy–machine learning framework classifies UAV takeoff safety into Safe, Caution and Unsafe categories for Saudi date palm farms, ...
Drones and Interpretable AI Classify Flood-Prone Mountain Basins in Xinjiang
A process-informed framework combining 0.2-meter UAV topography, hydrological modeling, and interpretable machine learning classified 31 flood-prone mountainous regions in China's ...
French Alps Show Stronger Autumn Daily Extremes in the South
Long-term rain-gauge observations show stronger autumn daily extremes in southern France, contrasting with northern declines, while hourly changes are more ...
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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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