ENVIRONMENTAL TOPIC

Weather, hazards, and adaptation

Weather prediction, extreme events, hazards, resilience, and adaptation.

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Research papers and scholarly literature on impacts, applications, and methods.

Scientific Paper · 2024-12-04

Probabilistic Weather Forecasting with Machine Learning

GenCast, an ML-based weather model, outperforms traditional forecasts in accuracy and speed, enhancing weather prediction and risk assessment.

Source: NatureReachable at last check · Metadata unconfirmed
Scientific Paper · 2022-02-07

Tackling Climate Change with Machine Learning

Machine learning can help combat climate change by reducing emissions and aiding adaptation through applications like smart grids and disaster management.

Source: ACM JournalsAutomated access restricted · Metadata unconfirmed
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Missing metadata is a curation task, not evidence of absent research or activity. The Resource Hub does not currently contain a validated incident dataset, expert survey, or measurements of net environmental benefit.