Author

Chao-Xiong Xu

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Open access Sep 2026

Assessing the Value of FY-4A/B Cloud-Top Height for Deep Learning-Based Tropical Cyclone Intensity Estimation over the Western North Pacific

Tropical cyclone (TC) intensity estimation over the western North Pacific remains affected by uncertainties in satellite observations, best-track records, and rapidly evolving inner-core structures. To further exploit information on cloud-system vertical structure and its temporal evolution, this study introduces FY-4A...

Xi-Shu Huang, Xin-Yi Chen, Yuan Sun et al. · Remote Sensing · 0 citations

2026

Improved Tropical Cyclone Size Estimation Model Using Deep Learning and Multisource Data Fusion

Tropical cyclone (TC) size, characterized by azimuthally averaged wind radii at specific wind speed thresholds, is a crucial indicator for assessing TC wind hazards. However, existing satellite-based TC size estimation methods often rely on limited multisource observations and insufficient spatiotemporal information, t...

Chao-Xiong Xu, Fangzhao Li, Yuan Sun et al. · IEEE Transactions on Geoscie... · 0 citations