paper
2020
Benchmarks, datasets & evaluation
Benchmark or dataset
3–15 days Journal
2020-11-25
016
Nov 2020
Sarah Stanley
Eos
Eos article introducing WeatherBench, an ERA5-based benchmark dataset for evaluating data-driven AI weather forecasting against standard baselines.
Benchmarks, datasets & evaluation
Boosting Weather Prediction with Machine Learning
In one sentence. Eos article introducing WeatherBench, an ERA5-based benchmark dataset for evaluating data-driven AI weather forecasting against standard baselines.
Abstract
WeatherBench is a data set compiled to serve as a standard for evaluating new approaches to artificial intelligence–driven weather forecasting.
Labels
- Topic
- Benchmarks, datasets & evaluation
- Type
- Benchmark or dataset
- Time scale
- 3–15 days
- Domain
- Global
- Data
- ERA5 / reanalysis
- Status
- Research
- Identifiers
- DOI:10.1029/2020eo149637 OpenAlex:W3109880999
- Added
- 2026-10-22
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