ThousandWorlds: Exoplanet Climate Simulations Across 1760 Scenarios

1760 climate simulations across 5 different Global Climate Models and 8 planet parameters form the ThousandWorlds benchmark. It includes three nested benchmark subsets and eight released baseline methods for evaluating exoplanet atmospheric conditions. The dataset was created by author 'es833' and last updated on 2026-05-07.

Use Cases

• Benchmarking climate emulation models based on the three nested subsets and eight baseline methods
• Training surrogate models for exoplanet climates based on the 8 continuous planet parameters and GCM labels
• Analyzing spatial climate patterns on exoplanets based on the 32 x 64 latitude-longitude grid outputs

Strengths

• Contains 1760 distinct climate simulations, providing a substantial sample size for analysis
• Covers 5 different Global Climate Models and 8 planet parameters, offering a controlled multi-factor design
• Includes three nested benchmark subsets and two evaluation protocols, facilitating structured comparison

Limitations

• Column-level documentation is absent; field semantics must be inferred after download
• Row count is unknown, which may limit suitability assessment
• Freshness should be verified as the last update date is 2026-05-07

Provenance

Source

huggingface

Collection Method

Simulated using Global Climate Models (GCMs)

Freshness

Last updated 2026-05-07 11:29:19

Geography

Exoplanetary (simulated)