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Updated: Mar 8, 2026

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Using Generative Art to Convey Past and Future Climate Transitions
Published on: March 31, 2023
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Global warming precipitation accumulation increases above the current-climate cutoff scale.
J David Neelin1, Sandeep Sahany2, Samuel N Stechmann3,4
1Department of Atmospheric and Oceanic Sciences, University of California, Los Angeles, CA 90095-1565; neelin@atmos.ucla.edu.
Summary
Global warming will increase the frequency of extreme precipitation events. Climate models show that the largest rainfall accumulations will become significantly more probable under future warming scenarios.
Area of Science:
- Climate Science
- Atmospheric Science
- Hydrology
Background:
- Precipitation accumulation is influenced by storm intensity and duration.
- Predicting changes in precipitation accumulation under global warming remains a challenge.
- Understanding these changes is crucial for assessing societal impacts.
Purpose of the Study:
- To develop a theoretical framework for predicting changes in precipitation accumulation probability density functions (pdf).
- To evaluate these predicted changes using global climate model simulations.
- To understand how global warming affects the scale of extreme precipitation events.
Main Methods:
- Developed a theory for the probability density function (pdf) of precipitation accumulations.
- Analyzed changes in the pdf under projected global warming.
- Evaluated the theory using global climate model simulations.
Main Results:
- The theory predicts exponential increases in the frequency of large precipitation accumulations above a physical cutoff scale.
- This cutoff scale, influenced by moisture convergence and precipitation loss, is predicted to increase with global warming.
- Climate models confirm that projected warming (3°C) leads to substantial increases (hundreds to over 1,000%) in the probability of extreme precipitation accumulations.
Conclusions:
- Global warming extends the cutoff scale for precipitation accumulations, making currently rare large events more probable.
- The findings suggest that future climates will experience significantly more frequent and intense extreme precipitation events.
- The theoretical framework and model simulations provide a robust understanding of future precipitation extremes.
Keywords:
extreme eventsfirst-passageprocessglobal warmingprecipitation accumulationstochastic modelingMore Related Videos
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