9 datasets found

Tags: climate modeling

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  • 1000-year annual maximum temperature data

    1000-year annual maximum temperature data from the Community Climate System Model version 3 (CCSM3) across North America for three atmospheric concentrations: 289 ppm CO2, 700...

  • IowaRain

    Rainfall data collected by various remote sensing instruments such as radars or satellites has different space-time resolutions. This study aims to improve the temporal...

  • ClimART

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

  • ClimSim: A large multi-scale dataset for hybrid physics-ML climate emulation

    ClimSim is a large multi-scale dataset for hybrid physics-ML climate emulation. It comprises multi-scale climate simulations, developed by a consortium of climate scientists and...

  • Climate Modeling

    The dataset used for training and testing the DiTTO model, consisting of 1000 trajectories with 200 time steps, is a climate problem.

  • GEFS dataset

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

  • SEEDS dataset

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

  • Max Planck Institute Grand Ensemble (MPI-GE)

    The dataset used in the paper is the Max Planck Institute Grand Ensemble (MPI-GE), which consists of 200 ensemble members of climate simulations.

  • ERA5 dataset

    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.