1. The Silicon Sky II: The Promise of Human–Machine Teams in Weather Forecasting.
- Author
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Darack, Ed
- Subjects
- *
WEATHER forecasting , *TORNADOES , *METEOROLOGICAL research , *EXTREME weather , *COGNITIVE science , *ARTIFICIAL intelligence , *NUMERICAL weather forecasting - Abstract
The article discusses the potential of human-machine teams in weather forecasting, using the example of the 1997 Central Texas Tornado Outbreak. The outbreak resulted in the destruction of the Double Creek Estates subdivision and raised questions about the improvement of forecasting technology. The article explains the concept of artificial intelligence (AI) and machine learning (ML) in weather forecasting, highlighting their potential for discovering relationships and maximizing supercomputing efficiency. It also discusses the emerging field of human-machine teaming, which combines the strengths of humans and machines to optimize forecasting efficacy. The article concludes by suggesting that human-machine models could be used to recreate past conditions and gauge predictive accuracy. [Extracted from the article]
- Published
- 2024
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