Large radiative forcing from the 2020 shipping fuel regulation is hard to detect DOI Creative Commons
Jianhao Zhang,

Yao‐Sheng Chen,

Edward Gryspeerdt

и другие.

Research Square (Research Square), Год журнала: 2024, Номер unknown

Опубликована: Июнь 24, 2024

Abstract A key uncertainty in projecting the rate of future warming derives from regulations on aerosol emissions that involve socioeconomic decisions. Given a reduction cooling unmasks greenhouse gas warming, 2020 implementation strict sulfur content ship fuels (IMO2020) presents natural experiment can be used to assess potential impacts emission and detectability deliberate perturbations for climate intervention. Using an ensemble neural networks trained capture variability cloud driven by variations meteorological conditions, we estimate substantial global radiative forcing +0.084 ±0.006 W m-2 IMO2020-related changes low-cloud effect. We find strong masking effect this perturbation, manifested as high chances missed detection false detection. After removing effect, true detection-fraction IMO2020’s perturbation is at most 6%, while microphysical have higher chance being detected. These results raise concerns reductions will accelerate proposed such marine brightening need order overcome low detectability.

Язык: Английский

Large radiative forcing from the 2020 shipping fuel regulation is hard to detect DOI Creative Commons
Jianhao Zhang,

Yao‐Sheng Chen,

Edward Gryspeerdt

и другие.

Research Square (Research Square), Год журнала: 2024, Номер unknown

Опубликована: Июнь 24, 2024

Abstract A key uncertainty in projecting the rate of future warming derives from regulations on aerosol emissions that involve socioeconomic decisions. Given a reduction cooling unmasks greenhouse gas warming, 2020 implementation strict sulfur content ship fuels (IMO2020) presents natural experiment can be used to assess potential impacts emission and detectability deliberate perturbations for climate intervention. Using an ensemble neural networks trained capture variability cloud driven by variations meteorological conditions, we estimate substantial global radiative forcing +0.084 ±0.006 W m-2 IMO2020-related changes low-cloud effect. We find strong masking effect this perturbation, manifested as high chances missed detection false detection. After removing effect, true detection-fraction IMO2020’s perturbation is at most 6%, while microphysical have higher chance being detected. These results raise concerns reductions will accelerate proposed such marine brightening need order overcome low detectability.

Язык: Английский

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