Da-Zhi Xi

Downscaling of Tropical Cyclone Surface Wind Fields With a Hybrid Attention Transformer

This study employs a Hybrid Attention Transformer‐based super‐resolution model to reconstruct tropical cyclone (TC) surface wind fields. The model downscales coarse‐resolution ERA5 reanalysis data to high‐resolution HWind analyses (1998–2013), increasing the horizontal resolution by a factor of five. First, this st...