Dynamic Graph Attention Network Improves Soil Moisture Forecasting in Karnataka
A dynamic graph attention neural network achieved an RMSE of 0.022 m³/m³ when forecasting soil moisture in Karnataka, India, outperforming ...
Tag: spatiotemporal modelling
Chicago homicide hotspots split evenly between persistent risk and contagion
A Bayesian Cox–Hawkes model of 2,087 Chicago homicides finds persistent background risk and self-excitation each account for roughly half of ...
Africa’s insecticide-treated bednet coverage has stalled, 19-year analysis finds
A new spatiotemporal model estimates insecticide-treated net coverage, age and type across 44 African countries from 2006 to 2024, finding ...
Trajectory system outperforms benchmarks in vehicle and drone tests
The KDDHCBT system achieved higher tested accuracy and processing speeds than three comparison models on internal RFID vehicle trajectories and ...
MFGCN machine-learning model outperforms baselines in global enterprise financial-crisis warning study
A retrospective study of 15,000 companies found that the MFGCN machine-learning framework outperformed tested baselines in two-quarter financial-crisis warning while ...
Spatiotemporal Transformer forecasts citrus pests within one orchard
A hybrid attention model combined six years of field observations with orchard geography to forecast occurrence levels and intensity for ...
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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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