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: Loess Plateau
Human Activities Drive Water Storage Depletion Across Northern China’s Drylands
A long-term satellite and modeling investigation reveals that human activities outweighed climate shifts in driving terrestrial water storage depletion across ...
Soil Erosion Models Diverge Across China’s Loess Plateau Despite Shared Regional Trend
A satellite-based evaluation across the Loess Plateau revealed that while two primary Chinese soil erosion models captured an overall decline ...
Satellite radar and machine learning map landslide threats to Chinese oilfield facilities
Combining Lutan-1 and Sentinel-1 satellite radar with a random forest model, researchers identified 65 potential landslides in a Chinese oilfield ...
Climate Change Threatens Loess Plateau Pine Plantations Through Severe Hydraulic Failure
A coupled biogeochemical and hydraulic modeling study projects that future warming will increase water consumption and hydraulic failure risk in ...
Deep Soil Carbon on the Loess Plateau Follows Different Rules for Grasses, Shrubs and Trees
A synthesis of 1,221 soil measurements from 86 studies finds that carbon gains on the Loess Plateau depend on both ...
Long-Term Monitoring Reveals Sharp Sediment Decline in Restored Loess Plateau Watershed
Thirty-five years of outlet records from the Luoyugou catchment show sediment yield and sediment efficiency falling sharply after 2010 while ...
Model Maps Where Rain and Earthquakes Could Trigger Landslides Across China
A new study combines two physically based models to estimate slope failure probabilities across China under 15 rainfall scenarios, 10 ...
Evapotranspiration on the Rise in the Middle Reaches of the Yellow River
A 2000–2024 study finds transpiration-driven evapotranspiration rising 2.58 mm per year in the middle reaches of the Yellow River, with ...
Soil erosion sensitivity redraws ecological corridors on China’s Loess Plateau
Researchers in Linfen, China, built an erosion-sensitive ecological security pattern whose modeled corridors stretched 814.22 kilometers and shifted priority restoration ...
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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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