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Updated: Jun 12, 2025

Using Generative Art to Convey Past and Future Climate Transitions
Published on: March 31, 2023
High radiative forcing climate scenario relevance analyzed with a ten-million-member ensemble
Marcus C Sarofim1, Christopher J Smith2,3,4, Parker Malek5
1US Environmental Protection Agency, 1200 Pennsylvania Ave NW, Washington, DC, 20460, USA. Sarofim.marcus@epa.gov.
This study uses probabilistic climate models to project future radiative forcing. Results show a median forcing of 5.1 W/m² by 2100, with low probabilities for extreme scenarios, but highlight their importance for long-term climate assessment.
Area of Science:
- Climate Science
- Climate Modeling
- Earth System Science
Background:
- Future climate projections rely on emissions scenarios.
- Traditional scenarios often use qualitative storylines.
- Probabilistic approaches offer a quantitative alternative for assessing future forcing.
Purpose of the Study:
- To develop a probabilistic ensemble of radiative forcing trajectories.
- To assess the relevance of future forcing thresholds.
- To quantify the likelihood of different climate futures.
Main Methods:
- Coupled a probabilistic database of greenhouse gas emission scenarios with a reduced complexity climate model.
- Employed probabilistic calibration for the climate model.
- Generated a multi-million-member ensemble of radiative forcing trajectories.
Main Results:
- Projected median radiative forcing of 5.1 W/m² by 2100 (5th-95th percentiles: 3.3-7.1 W/m²).
- Low probability (0.5%) of exceeding 8.5 W/m² by 2100.
- Probability of exceeding 8.5 W/m² increases to ~7% by 2150.
Conclusions:
- Probabilistic projections provide valuable insights into future climate forcing.
- High forcing scenarios (e.g., 8.5 W/m²) remain relevant for damage function calibration and assessing low-probability/high-impact events.
- Continued utility of extreme scenarios for understanding long-term climate impacts and 22nd-century climate characterization.
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