AI for Social Good: An Investigation of the Causal Relationship Between Environmental Regulations and Their Effects on Air Pollution in London, UK

In three linesBayesian study of air pollution regulation effects in London (2010-2020). A Bayesian LSTM model integrating PM2.5 observations, meteorology, and 32 policy measures estimates average reduction of 1.88 µg/m³ (95% CI: 1.64-2.12), a relative -12.35% decrease. Effects strengthened 2013-2019.

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