Predictability Study of Weather and Climate Events Related to Artificial Intelligence Models

2024/12/09 by Mu Mu, Bo Qin, Guokun Dai · 1 voice · 1 citation
Earth and Planetary Sciences · Environmental Science · #Climate variability and models #Hydrological Forecasting Using AI #Meteorological Phenomena and Simulations

paper · doi:10.1007/s00376-024-4372-7

openalex publication_date 2024/12/09 · openalex created_date 2025/10/10 · openalex updated_date 2026/07/29

Citations

• The predictability problems in numerical weather and climate prediction
• The ERA5 global reanalysis
• Accurate medium-range global weather forecasting with 3D neural networks
• Learning skillful medium-range global weather forecasting
• The first kind of predictability problem of El Niño predictions in a multivariate coupled data‐driven model

Cited by

• Taking the Highway or the Green Road? Conditional Temperature Forecasts Under Alternative SSP Scenarios

Discussions

• This perspective piece argues that AI-driven predictability studies are the key to transforming raw meteorological data into real scientific insight. Explore the research: doi.org/10.1007/s003... #AA [bsky, 2 points, 0 comments]