High-Resolution Tropical Cyclone Wind Field Reconstruction Data

Lizhang Zhou's dataset provides raw data for reconstructing high-resolution tropical cyclone wind fields using grid-wise regression on reanalysis data. The collection includes 163.6 MB of data in NPZ, XLSX, and PNG formats. It was last updated in April 2026.

Use Cases

• Reconstruct wind speed and direction fields using grid-wise regression parameters from the NPZ files.
• Validate reconstructed cyclone structures against reanalysis data referenced in the associated study.
• Analyze spatial patterns of tropical cyclone wind fields using the provided geospatial grid data.

Strengths

• Data volume is 163.6 MB, indicating a medium-scale collection of model outputs and figures.
• Includes multiple data representations: NPZ for model arrays, XLSX for tabular data, and PNG for visualizations.
• Released under a permissive CC-BY-4.0 license for clear reuse.

Limitations

• Unknown row count and specific column schema limit immediate assessment of data scope.
• Lack of sample data or detailed documentation complicates initial data exploration.
• Geographic and temporal coverage of the underlying reanalysis data is not specified.

Provenance

Source

Lizhang Zhou, via figshare.

Collection Method

Raw data generated for a study on high-resolution tropical cyclone wind field reconstruction based on reanalysis.

Freshness

Last updated on 2026-04-04, indicating recent availability.