23 datasets found

ERA5 dataset for weather forecasting, ASOS dataset for surface temperature data, and U-STN model for global weather forecasting.

UKCP18 Local Projections dataset for 2.2km resolution, containing high-resolution CPM local 2.2km projections

UKCP18 dataset for climate modeling, containing low-resolution GCM global 60km projections and high-resolution CPM local 2.2km projections

The dataset includes 51 cyclones from six major tropical cyclone basins from January 2019 - March 2023.

ClimART: A Benchmark Dataset for Emulating Atmospheric Radiative Transfer in Weather and Climate Models

WeatherBench2 is a global meteorological variable forecasting benchmark dataset, designed for benchmarking machine learning models in medium-range (1-14 day) global weather...

The dataset used in this paper is the ECMWF forecast data, which is a high-resolution weather forecast dataset.

The dataset used in this paper is the Integrated Forecast System (IFS) data, which is a high-resolution weather forecast dataset.

IBTrACS dataset used for evaluation of FuXi-Extreme model.

FuXi-Extreme model uses ERA5 dataset for training and evaluation.

The Weather2K dataset is used for downscaling, which includes hourly observations of 20 meteorological variables from 1866 ground observation stations.

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...

The dataset contains hourly measurements of the following weather variables: wind speed, wind direction, temperature, dew point, air pressure and rain amount.

The dataset contains hourly data of several weather variables acquired from multiple weather stations, wind speed values are predicted for multiple time steps ahead.

The dataset used in the paper is a collection of weather temperature data, with features such as minimum and maximum temperature.

The dataset used for the experiments on Deep Learning Weather Prediction (DLWP) models, comparing and contrasting backbones on Navier-Stokes and Atmospheric Dynamics.

The dataset used in this paper for stochastic time series forecasting.

WeatherBench dataset is a benchmark platform to evaluate data-driven systems for effective development of weather forecasting models.

Temperature measurement in 45 cities in Sweden

WeatherBench2 dataset