34 datasets found

The Shifts Tabular Weather Prediction dataset consists of pairs of meteorological features and target values at a particular latitude/longitude and time.

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...

The Modern-Era Retrospective Analysis for Research and Applications version 2 (MERRA-2) dataset provided by the National Aeronautics and Space Administration (NASA)

Geostationary satellite imagery has applications in climate and weather forecasting, planning natural energy resources, and predicting extreme weather events. For precise and...

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 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.

The dataset used in this paper is a collection of public weather reports and PV power data.

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

Weather4cast dataset is a multi-sensor weather forecasting competition dataset, containing atmospheric data from Meteosat geostationary meteorological satellites.

The SEVIR dataset comprises radar-derived measurements of vertically integrated liquid water (VIL) captured at 5-minute intervals with 1 km spatial resolution.

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...