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Updated: May 21, 2025

Using Generative Art to Convey Past and Future Climate Transitions
Published on: March 31, 2023
Quantifying both socioeconomic and climate uncertainty in coupled human-Earth systems analysis.
Jennifer Morris1, Andrei Sokolov2, John Reilly2
1MIT Center for Sustainability Science and Strategy, Massachusetts Institute of Technology, Cambridge, MA, USA. holak@mit.edu.
Policy interventions effectively reduce extreme temperature rise, but uncertainties in climate and socio-economic factors remain. Integrated modeling reveals renewables are robust investments despite varied policy costs, especially in developing economies.
Area of Science:
- Climate Science
- Socio-economics
- Integrated Assessment Modeling
Background:
- Informed climate mitigation and adaptation strategies require understanding the probability of various outcomes.
- Coupled human-Earth system models are essential for comprehensive climate projections.
Purpose of the Study:
- To provide integrated, probabilistic socio-economic and climate projections.
- To quantify uncertainties in climate and socio-economic parameters for improved decision-making.
Main Methods:
- Utilized a coupled model with probability distributions for key human and Earth system parameters.
- Integrated socio-economic and climate projections to assess policy impacts and uncertainties.
Main Results:
- Policy interventions significantly reduce the likelihood of extreme temperature increases.
- Earth system uncertainties contribute substantially more to temperature uncertainty than human system uncertainties in non-fixed emission scenarios.
- Combined uncertainties from human and Earth systems are less than additive, highlighting the benefits of integrated modeling.
Conclusions:
- Renewable energy investments are robust across diverse policy and socio-economic scenarios.
- Policy costs exhibit greater uncertainty in low- and middle-income economies.
- Integrated modeling is crucial for understanding the complex interplay of factors influencing climate outcomes.
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