Advancing Data-driven Weather Forecasting: Time-Sliding Data Augmentation of ERA5.
Minjong CheonDaehyun KangYo-Hwan ChoiSeon-Yu KangPublished in: CoRR (2024)
Keyphrases
- data driven
- data sets
- data processing
- spatial data
- data collection
- real world
- original data
- training data
- synthetic data
- input data
- weather forecasting
- complex data
- missing values
- experimental data
- sensor data
- missing data
- small number
- probability distribution
- data sources
- high quality
- data warehouse
- knowledge discovery
- prior knowledge
- data analysis
- data structure
- bayesian networks
- data distribution
- data acquisition
- multimedia
- noisy data
- learning algorithm
- neural network