Clouds and aerosols - small airborne particles that can become the seeds upon which clouds form - are essential to climate predictions because they reflect sunlight back into space.
Reflecting light away from Earth can have a cooling effect, masking some of the warming caused by greenhouse gases, researchers said.
"The best estimate is that about one-third of the warming by greenhouse gas emissions is masked by this aerosol cooling, but the fraction could be as large as half and as little as almost nothing," said Neil Donahue from Carnegie Mellon University in the US.
Scientists involved with CERN's CLOUD experiment study use a large chamber to simulate the atmosphere and track the formation and growth of aerosol particles and the clouds they seed.
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"Earth is already more than 0.8 degrees Celsius than it was in the pre-industrial epoch, and this is with some masking by aerosol particles. As the pollution subsides, up to another 0.8 degrees Celsius of hidden warming could emerge," Donahue added.
The findings were published in the journal Nature.