-
Shifts Tabular Weather Prediction dataset
The Shifts Tabular Weather Prediction dataset consists of pairs of meteorological features and target values at a particular latitude/longitude and time. -
NCEP reforecast dataset
The dataset used in this work is a global 5-member ensemble (one control forecast and 4 perturbed forecasts) of deterministic sea level pressure forecasts from the National... -
MERRA-2 dataset
The Modern-Era Retrospective Analysis for Research and Applications version 2 (MERRA-2) dataset provided by the National Aeronautics and Space Administration (NASA) -
GK2A (GEO-KOMPSAT-2A) satellite dataset
Geostationary satellite imagery has applications in climate and weather forecasting, planning natural energy resources, and predicting extreme weather events. For precise and... -
FengWu-4DVar: Coupling the Data-Driven Weather Forecasting Model with 4D Vari...
Weather forecasting is a crucial yet highly challenging task. With the maturity of Artificial Intelligence (AI), the emergence of data-driven weather forecasting models has... -
ERA5, ASOS, and U-STN datasets for weather forecasting
ERA5 dataset for weather forecasting, ASOS dataset for surface temperature data, and U-STN model for global weather forecasting. -
UKCP18 Local Projections dataset
UKCP18 Local Projections dataset for 2.2km resolution, containing high-resolution CPM local 2.2km projections -
UKCP18 dataset
UKCP18 dataset for climate modeling, containing low-resolution GCM global 60km projections and high-resolution CPM local 2.2km projections -
Tropical Cyclone Forecasting Dataset
The dataset includes 51 cyclones from six major tropical cyclone basins from January 2019 - March 2023. -
Public Weather Reports and PV Power Data
The dataset used in this paper is a collection of public weather reports and PV power data. -
Weather4cast
Weather4cast dataset is a multi-sensor weather forecasting competition dataset, containing atmospheric data from Meteosat geostationary meteorological satellites. -
WeatherBench2
WeatherBench2 is a global meteorological variable forecasting benchmark dataset, designed for benchmarking machine learning models in medium-range (1-14 day) global weather... -
ECMWF forecast data
The dataset used in this paper is the ECMWF forecast data, which is a high-resolution weather forecast dataset. -
Integrated Forecast System (IFS) data
The dataset used in this paper is the Integrated Forecast System (IFS) data, which is a high-resolution weather forecast dataset. -
International Best Track Archive for Climate Stewardship (IBTrACS)
IBTrACS dataset used for evaluation of FuXi-Extreme model. -
FuXi-Extreme: Improving extreme rainfall and wind forecasts with diffusion model
FuXi-Extreme model uses ERA5 dataset for training and evaluation. -
Weather2K Dataset
The Weather2K dataset is used for downscaling, which includes hourly observations of 20 meteorological variables from 1866 ground observation stations. -
ERA5 Reanalysis Dataset
The dataset used in this paper is the ERA5 reanalysis dataset, which contains climate parameters such as Mean sea level pressure, Surface pressure, Sea surface temperature, 100...
