Preprints
https://doi.org/10.5194/egusphere-2025-6337
https://doi.org/10.5194/egusphere-2025-6337
03 Feb 2026
 | 03 Feb 2026
Status: this preprint is open for discussion and under review for Natural Hazards and Earth System Sciences (NHESS).

The influence of anthropogenic climate change on Super Typhoon Odette (Typhoon Rai) and its impacts in the Philippines

Ben Clarke, Sihan Li, Ralf Toumi, and Nathan Sparks

Abstract. Super Typhoon Odette (Typhoon Rai) made landfall in the Philippines as a category 5 tropical cyclone on 16th December 2021. It brought the compounding effects of extreme rainfall, high winds and storm surge to large parts of the southern-central Philippines, particularly Cebu and Bohol. It was the second costliest typhoon on record for the Philippines up until 2021, causing nearly a billion dollars (US) in direct damage and widespread disruption. In this study, the extreme rainfall and high winds observed during this storm are assessed to determine the influence of anthropogenic climate change (ACC), using three different methods, which focus on the circulation patterns, high rainfall and strong winds associated with Odette, respectively. First, we check that the current generation of higher resolution models used in attribution studies can capture the low sea level pressure anomaly associated with Typhoon Odette and hence can be used to study this type of event. A short analysis then compares such circulation analogues and the associated meteorological extremes over three time periods: past (1950–1970), present (2001–2021), and future (2030–2050), finding evidence of an increase in large-scale precipitation between past and present periods. Second, a multi-method multi-model probabilistic event attribution finds that extreme daily rainfall such as that observed during Typhoon Odette has become about 2 (0.1 to 290) times as likely during the Typhoon season over the southern-central Philippines due to ACC. Third, a large ensemble tropical cyclone hazard model finds that the wind speeds of category 5 landfalling typhoons like Odette have become approximately 70 % (3 to 200 %) more likely due to ACC. The combined results show that both extreme rainfall and wind speeds in the Philippines due to storms like Odette have become significantly more likely and intense due to ACC, albeit with wide uncertainties on precipitation. Based on these results and compound event attribution theory, we further conclude that ACC has likely more than doubled the likelihood of a compound event like Typhoon Odette and played a key role in amplifying the damages from the event.

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Ben Clarke, Sihan Li, Ralf Toumi, and Nathan Sparks

Status: open (until 17 Mar 2026)

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Ben Clarke, Sihan Li, Ralf Toumi, and Nathan Sparks
Ben Clarke, Sihan Li, Ralf Toumi, and Nathan Sparks
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Short summary
Super Typhoon Odette made landfall in the Philippines as a category 5 tropical cyclone on 16th December 2021. It was the second costliest typhoon on record for the Philippines up until 2021. In this study, the influence of climate change on the extreme rainfall and high winds of this storm are assessed using three different methods. Both extreme rainfall and wind speeds due to storms like Odette have become much more likely and intense, albeit with wide uncertainties on the rainfall.
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