https://www.researchsquare.com/article/rs-7755051/v1

*Authors*: Tianle Yuan, hua song, Ryan Kramer, Lazaros Oreopoulos, Shiv
Priyam Raghuraman, Robert Wood, Mian Chin

*16 October 2025*

*Abstract*
Earth’s energy imbalance (EEI), a key driver of climate change, has risen
markedly over the last two decades and continues to accelerate in recent
years. Greenhouse gas forcing, aerosol forcing, and cloud feedback all
contribute to this increase. However, the role of aerosol forcing,
particularly effective radiative forcing through aerosol-cloud interactions
(ERFACI), remains highly uncertain and closely intertwined with cloud
feedback. Here we estimate ERFACI using satellite observations and show it
has been an important contributor to the EEI increase over the past two
decades. The ERFACI exhibits a significant warming trend of 0.33 ± 0.03W
m−2/decade averaged over oceans between 60oS and 60oN. The warming trend of
ERFACI stems from a global decline in cloud droplet number concentration
driven by decreasing anthropogenic aerosol emissions. It is similar to the
combined instantaneous forcing from greenhouse gases and aerosol radiation
interactions estimated by radiative kernel calculations. Our results can
close the gap between simulated and observed EEI trends while implying a
weak total cloud feedback. Our findings have important implications for
studying decadal changes, cloud feedback, and mitigation.


*Source: ResearchSquare*

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