AI predicts sea surface temperature cooling during tropical cyclones
Par un écrivain mystérieux
Description
Tropical cyclones are extreme weather events, characterized by a circular form and formation over warm tropical oceans experiencing low atmospheric pressure, high winds and heavy rain. Tropical storms exceed 39 miles per hour (mph), while hurricanes experience sustained winds of 74mph and above.
![AI predicts sea surface temperature cooling during tropical cyclones](https://images.zapnito.com/users/598507/posters/1660931811-41-2980/b6dfb030-8d96-41c4-9dfd-16be1d9339ed_large.jpeg)
Would artificially cooling the ocean ahead of a land-destined tropical cyclone be a practical mitigation strategy?
![AI predicts sea surface temperature cooling during tropical cyclones](https://ars.els-cdn.com/content/image/1-s2.0-S096706372300081X-gr10.jpg)
Deep learning approach for forecasting sea surface temperature response to tropical cyclones in the Western North Pacific - ScienceDirect
![AI predicts sea surface temperature cooling during tropical cyclones](https://www.researchgate.net/publication/350696884/figure/fig1/AS:1010190388318213@1617859565574/Prediction-skill-for-climate-indices-in-the-second-summer-Time-series-of-a-the-western.png)
Prediction skill for climate indices in the second summer Time series
![AI predicts sea surface temperature cooling during tropical cyclones](https://media.springernature.com/full/springer-static/image/art%3A10.1038%2Fs43247-022-00519-1/MediaObjects/43247_2022_519_Fig1_HTML.png)
Targeted artificial ocean cooling to weaken tropical cyclones would be futile
![AI predicts sea surface temperature cooling during tropical cyclones](https://www.science.org/cms/10.1126/sciadv.abd5109/asset/cfa97efd-604c-45e6-a3b0-9c4da6c98b08/assets/graphic/abd5109-f3.jpeg)
Reduced tropical cyclone densities and ocean effects due to anthropogenic greenhouse warming
![AI predicts sea surface temperature cooling during tropical cyclones](https://www.mdpi.com/jmse/jmse-11-02196/article_deploy/html/images/jmse-11-02196-g004.png)
JMSE, Free Full-Text
![AI predicts sea surface temperature cooling during tropical cyclones](https://www.mdpi.com/jmse/jmse-11-00397/article_deploy/html/images/jmse-11-00397-g003-550.jpg)
JMSE, Free Full-Text
![AI predicts sea surface temperature cooling during tropical cyclones](https://www.pnas.org/cms/10.1073/pnas.2209631120/asset/20c8544e-7a3c-4071-b795-72ce4239630a/assets/images/large/pnas.2209631120fig03.jpg)
Near-term tropical cyclone risk and coupled Earth system model biases
![AI predicts sea surface temperature cooling during tropical cyclones](https://ars.els-cdn.com/content/image/1-s2.0-S096706372300081X-gr6.jpg)
Deep learning approach for forecasting sea surface temperature response to tropical cyclones in the Western North Pacific - ScienceDirect
![AI predicts sea surface temperature cooling during tropical cyclones](https://www.pnas.org/cms/asset/5d08965b-d38b-4394-a822-6ce2baadb1a9/keyimage.jpg)
Near-term tropical cyclone risk and coupled Earth system model biases
depuis
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