Tavoni Lab

Polytechnic University of Milan

Nord-Ovest (ITC) · Italy

ERC-funded
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Research focus

ERC Consolidator Grant · 2021

Debiasing the uncertainties of climate stabilization ensembles

Mathematical models have become central tools in global environmental assessments. To serve society well, climate change stabilization assessments need to capture the uncertainties of the deep future, be statistically sound and track near-term disruptions. Up to now, conceptual, computational and data constraints have limited the quantification of uncertainties of climate stabilization pathways to a narrow set, focused on the current century. The statistical interpretation of scenarios generated by multi-model ensembles is problematic due to availability biases and model dependencies. Scenario plausibility assessments are scant. Simplified, single-objective decision criteria frameworks are…

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