34 datasets found

The dataset used in the paper is not explicitly described, but it is mentioned that the authors used three tasks: single-modal and multi-modal image translations, and GAN...

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 GEFS dataset used for training and evaluation of the SEEDS model.

The dataset used for training and evaluation of the Scalable Ensemble Envelope Diffusion Sampler (SEEDS) for weather forecasting.

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

DiffDA: a Diffusion model for weather-scale Data Assimilation

A reanalysis dataset containing weather variables such as surface pressure, surface net solar radiation, 2m temperature, potential evaporation, and total precipitation.

The ERA5 dataset from the WeatherBench repository, where each global sample of Z500 at every hour is downsampled to a rectangular longitude-latitude (x, y) grid of 32 × 64.