2 papers
physics.ao-ph2026
Tracing the space-time causal origins of Earth system extremes
Jhayron S. Pérez-Carrasquilla, J. Jake Nichol, Vanessa Robledo +4
Identifying the causes of Earth's extremes is challenging because counterfactual experiments are not possible in the observed world. Data-driven causal discovery complements comput…
stat.AP2024
Conditional pathways-based climate attribution
Christopher R. Wentland, Michael Weylandt, Laura P. Swiler +1
Attribution of climate impacts to natural and anthropogenic source forcings is essential for understanding and addressing climate effects. While standard methods like optimal finge…