https://www.nature.com/articles/s43247-024-01911-9

*Authors*
Jianhao Zhang, Yao-Sheng Chen, Edward Gryspeerdt, Takanobu Yamaguchi &
Graham Feingold

*13 January 2025*

*Abstract*
Reduction in aerosol cooling unmasks greenhouse gas warming, exacerbating
the rate of future warming. The strict sulfur regulation on shipping fuel
implemented in 2020 (IMO2020) presents an opportunity to assess the
potential impacts of such emission regulations and the detectability of
deliberate aerosol perturbations for climate intervention. Here we employ
machine learning to capture cloud natural variability and estimate a
radiative forcing of +0.074 ±0.005 W m−2 related to IMO2020 associated with
changes in shortwave cloud radiative effect over three low-cloud regions
where shipping routes prevail. We find low detectability of the cloud
radiative effect of this event, attributed to strong natural variability in
cloud albedo and cloud cover. Regionally, detectability is higher for the
southeastern Atlantic stratocumulus deck. These results raise concerns that
future reductions in aerosol emissions will accelerate warming and that
proposed deliberate aerosol perturbations such as marine cloud brightening
will need to be substantial in order to overcome the low detectability.

*Source: Communications Earth & Environment*

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