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Dataset Card for WINDSET

WINDSET is the Weather Insights and Novel Data for Systematic Evaluation and Testing dataset. WINDSET's goal is to provide a simple standard for evaluating the performance of Atmospheric and Earth Science AI over a range of tasks.

Dataset Details

WINDSET contains data for 6 tasks:

  • Nonlocal paramterization of gravity wave momentum flux
  • Prediction of aviation turbulence
  • Identifying weather analogs
  • Generating natural language forecasts
  • Long-term precipitation forecasting
  • Hurricane track and intensity prediction

Dataset Description

  • Curated by: [More Information Needed]
  • Funded by [optional]: [More Information Needed]
  • Shared by [optional]: [More Information Needed]
  • Language(s) (NLP): [More Information Needed]
  • License: MIT License

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Uses

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Dataset Structure

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Dataset Creation

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Source Data

Data Collection and Processing

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Annotation process

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Personal and Sensitive Information

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Bias, Risks, and Limitations

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Recommendations

Users should be made aware of the risks, biases and limitations of the dataset. More information needed for further recommendations.

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