Machine Learning Outperforms Classic Statistics in Mapping Deadly Himalayan Landslide Risk
A new study along a landslide-ravaged stretch of National Highway 7 in Uttarakhand shows that Random Forest and XGBoost machine ...
Tag: Random Forest
New Map Reveals Permafrost Loss Across the Qinghai-Tibet Plateau
A new 1-kilometer-resolution map shows permafrost on the Qinghai-Tibet Plateau shrank by 48,000 square kilometers between 2010 and 2020, with ...
Machine Learning Outperforms Kriging in Mapping Soil Clay Across Nigerian Savanna
A new study in Nigeria's Guinea Savanna shows that machine learning algorithms, led by Cubist, dramatically outperform traditional Ordinary Kriging ...
Chennai’s Heat Island Doubled in Fifteen Years as Concrete Swallowed Green Space
A two-decade satellite and machine learning study shows Chennai's urban heat island intensity doubled as built-up area surged by more ...
Two Decades of Data Reveal a Hidden Split in South Florida’s Groundwater
A 26-year analysis shows that upstream Everglades groundwater is driven by managed freshwater flows while coastal aquifers increasingly answer to ...
Which Machine Learning Choices Matter Most for Rainfall Prediction? It Depends on the Climate
A factorial ANOVA study across five Iranian basins shows that the most important machine learning modeling decision for precipitation prediction ...
AI Ensemble Outsmarts Classic Decline Curves in Niger Delta Oil Forecasting
Researchers at the University of Port Harcourt combined Random Forest, LSTM, Prophet, and XGBoost stacking with DeepSeek-R1 cognitive analysis to ...
Hidden Salt in the Soil Shapes Which Trees Can Live Together in Subtropical Forests
High-resolution mapping in a subtropical Chinese forest reveals that patchy soil sodium is a dominant, previously overlooked driver of tree ...
Machine Learning Reveals Which Students Are Most at Risk of Cyber Attacks in Somaliland
A survey of 1,026 university students in Somaliland combined with machine learning reveals that behavioral habits and ICT training, not ...
AI Maps Where Fire and Habitat Loss Threaten the World’s Largest Lizard
A new machine-learning study maps Komodo dragon habitat suitability and wildfire risk across Komodo National Park, revealing that five percent ...
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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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