paper
2022
Global medium-range NWP
Review, survey or tutorial
CNN / U-Net3–15 days Journal
2022-01-06
012
Jan 2022
Aaron Sidder
Eos
Eos news piece on a CNN-based approach that produces exceptionally fast global weather forecasts from past weather data.
The AI Forecaster: Machine Learning Takes on Weather Prediction
In one sentence. Eos news piece on a CNN-based approach that produces exceptionally fast global weather forecasts from past weather data.
Abstract
A novel approach to weather forecasting uses convolutional neural networks to generate exceptionally fast global forecasts based on past weather data.
Labels
- Topic
- Global medium-range NWP
- Type
- Review, survey or tutorial
- Method
- CNN / U-Net
- Time scale
- 3–15 days
- Domain
- Global
- Data
- ERA5 / reanalysis
- Status
- Research
- Identifiers
- DOI:10.1029/2022eo220015 OpenAlex:W4205243269
- Added
- 2026-10-22
Labels and summary are generated by Claude and reviewed weekly. Wrong? Edit this entry.