Tropical Cyclone prediction and projection

A Reflection by CMCC Foundation – CSP Division – Enrico Scoccimarro

Tropical Cyclones and climate

Tropical cyclones (TCs) in their most intense expression (hurricanes or typhoons) are the most spectacular and deadly geophysical phenomena. Strong wind, storm surge and extreme precipitation are the main factors determining TC destructiveness and TC related annual worldwide damage is of the order of billions of dollars and a death toll of thousands of people. The huge TC impact in countries dealing with TCs make our ability in modelling TCs a key issue to better understand their interaction with the climate system and to verify their predictability. In the past 10 years CMCC CSP division developed a series of General Circulation Models able to represent such events, making CMCC an active actor in the TC research contest with a special focus on prediction and projections.

TCs are classified mainly based on the associated 10-meter sustained wind speed. The yearly averaged number 90 is obtained adding annual number of Tropical Storms (wind speed greater than 17.5 m/s) and hurricanes/typhoons (wind speed greater than 33 m/s). Strong TCs are named “hurricanes” or “typhoons” depending on the location where they form: the term “hurricane” is used in the Atlantic and Northeast Pacific – “typhoon” is used in the Northwest Pacific – “cyclone” is used in the Southern Hemisphere. Hurricane classes range from category 1 (at least 33 m/s) to category 5 (greater than 70 m/s).

The Tropical Cyclone activity dependence on climate change started to be investigated with reasonably high-resolution models about 10 years ago, based on CMIP3 (3rd Coupled Model Intercomparison Project) results (Gualdi et al. 2008). One of the ways TCs play a role in the climate system is through their modulation of the meridional ocean heat transport (Scoccimarro et al., 2011, 2016), affecting the climate system thanks to the TC related surface wind stresses. Not only local (over the tropical belt) TC effects on the ocean are expected, but also effects on the large scale atmospheric circulation have been found in terms of provision of water content to high latitudes (Scoccimarro et al. 2018a) and interaction with the Arctic Ocean dynamics (Scoccimarro et al. 2012).

Tropical Cyclone representation in dynamical models

The main tool we use to model the interaction between TCs and the climate system are dynamical models, commonly known as General Circulation Models.


Figure 1: Observed Tropical Cyclone tracks in the 2005-2014 period (IBTrACS data) compared to 1 degree/0.25-degree (central/lower panels) CMCC-CM2 General Circulation Model results.

Figure 1 illustrates the observed TC tracks over the period 2005-2014 as resulting from the NOAA’s Tropical Prediction Center (Atlantic and eastern North Pacific tracks), and from the U.S. Navy’s Joint Typhoon Warning Center, compared to the results obtained tracking TCs in CMCC-CM2 General Circulation model output, running with two different horizontal resolutions. Models tend to underestimate tropical cyclones number especially over the Atlantic Ocean with horizontal resolution of the order of one degree (figure 1, central panel), with a substantial improvement moving to ¼ degree resolution (figure 1, lower panel), compared to the observations (figure 1, upper panel).

Only few models have demonstrated ability in generating a realistic distribution of tropical cyclone intensity within the five Saffir-Simpson hurricane classes (Wehner et al. 2014, 2015, Scoccimarro et al. 2017). Currently, there are only three GCMs worldwide able to represent category 5 TCs (Bathia et al. 2018). Coarse resolution (lower than 100 km) GCMs have only a limited ability to simulate tropical cyclone intensity, despite the reasonable performance in terms of interannual TC count variation (Zhao et al. 2009).

Continue reading the CSP Division’s Reflection or download a PDF here.


Cover Image: Ten self-help groups in Puri in the Indian state of Odisha are replanting Casurina forests along the coast to reduce the impact of cyclones and seawater intrusion, which destroys their crops. Credits: Shawn Sebastian/ September 2022

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