Preprints
https://doi.org/10.5194/essd-2025-126
https://doi.org/10.5194/essd-2025-126
07 Apr 2025
 | 07 Apr 2025
Status: this preprint is currently under review for the journal ESSD.

A Reanalysis-Based Global Tropical Cyclone Tracks Dataset for the Twentieth Century (RGTracks-20C)

Guiling Ye, Jeremy Cheuk-Hin Leung, Wenjie Dong, Jianjun Xu, Weijing Li, Weihong Qian, Hoiio Kong, and Banglin Zhang

Abstract. Tropical cyclones (TCs) are among the deadliest disasters affecting human society, and their response to climate change has widely drawn attention from the public. However, assessing how historical TC activity changed with climate change has proven challenging due to incomplete TC records in the early years. Here, we introduce the Reanalysis-Based Global Tropical Cyclone Tracks Dataset for the Twentieth Century (RGTracks-20C) (Ye et al., 2024), a publicly available century- long global TC track dataset spanning from 1850–2014. The RGTracks-20C is reconstructed from the National Oceanic and Atmospheric Administration Twentieth Century Reanalysis using two independent TC tracking algorithms. Validation based on observations confirms that the RGTracks- 20C effectively captures the climatology and long-term variability of TC numbers, tracks, duration, and intensity across various ocean basins. A remarkable key strength of the RGTracks-20C is its ability to fill the missing intensity and location records of TCs observed in early years. This dataset serves as a valuable historical data reference for future research on climate change and TC-related disasters.

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Guiling Ye, Jeremy Cheuk-Hin Leung, Wenjie Dong, Jianjun Xu, Weijing Li, Weihong Qian, Hoiio Kong, and Banglin Zhang

Status: open (until 22 May 2025)

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Guiling Ye, Jeremy Cheuk-Hin Leung, Wenjie Dong, Jianjun Xu, Weijing Li, Weihong Qian, Hoiio Kong, and Banglin Zhang

Data sets

RGTracks-20C: v1.0.2 Jeremy Cheuk-Hin Leung https://doi.org/10.5281/zenodo.8410596

Guiling Ye, Jeremy Cheuk-Hin Leung, Wenjie Dong, Jianjun Xu, Weijing Li, Weihong Qian, Hoiio Kong, and Banglin Zhang

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Latest update: 16 Apr 2025
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Short summary
The RGTracks-20C is the first publicly available reanalysis-based TC dataset spanning the whole 20th century and part of the 19th century. We use two independent TC tracking algorithms to detect information of all the TCs from NOAA’s Twentieth Century Reanalysis (20CRv3). By doing so, the RGTracks-20C fills the gaps of incomplete TC track records (TC intensity) in the historical TC observation data (e.g., IBTrACS), addressing the limitations of early-year observed TC data.
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