Neural Network Method Pinpoints Landslide Loads on Buried Pipelines
A physics-informed neural network framework reconstructs landslide-induced loads on buried pipelines from sparse monitoring data with errors below 0.2% in ...
Tag: landslides
AI Learns to Tell Landslides From Bare Rock by Reading Geological Clues
A geological-feature enhanced Cascade Mask R-CNN suppresses spectral confusion and class imbalance to recognize landslides in high-resolution satellite imagery, cutting ...
Machine learning maps post-wildfire debris-flow hazards from lidar and satellite data
A machine learning framework combining multi-temporal lidar and satellite data mapped post-fire debris flows across seven Oregon watersheds, with multi-temporal ...
Mapping landslide risk across the Indian Himalaya to guide safer planning
A new study maps landslide susceptibility and risk across the Indian Himalayan Region, finding about 8% of the area under ...
New Framework Links Earthquake Shaking, Tsunami and Ground Failure in One Risk Model
Researchers have built a fully correlated Monte Carlo framework that links earthquake shaking, tsunami, liquefaction, lateral spreading and landslides into ...
Slope and Elevation Steer Vegetation Recovery in Brazilian Landslide Scars
Nine years of Sentinel-2 monitoring across 85 landslide scars in southern Brazil show that recovery follows a nonlinear trajectory shaped ...
Review reveals gaps in climate-driven road landslide risk
A systematic review of 80 publications reveals significant gaps in integrating climate projections with comprehensive road landslide risk assessments, highlighting ...
Half-Life Rainfall Models Improve Landslide Alerts in Brazil
A new study in Brazil shows that using effective half-life rainfall indices significantly improves the accuracy of landslide early warning ...
Research report: Can extreme rainfall associated with landslides affect air quality? A case study in a coastal city (São Sebastião, São Paulo State, Brazil)
A São Sebastião monitoring study found that particle pollution fell during intense rain and rebounded after the February 2023 landslides, ...
Machine learning maps landslide danger across Ethiopia’s rift valley
A team of Ethiopian researchers tested four machine learning models against 770 mapped landslides in the Main Ethiopian Rift, finding ...
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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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