The EarthDaily Constellation EDC-01 captured this image
showing co-located solar and coal infrastructure. Credit: EarthDaily
New research led by the University
of Oxford and University College London (UCL) has revealed that pollution from
coal-fired power plants is significantly reducing the energy output of solar
photovoltaic (solar PV) installations, particularly where these are expanding
side by side. The findings have been published in Nature Sustainability.
Global scale of solar power losses
The new study mapped and assessed
more than 140,000 solar PV installations worldwide using satellite data. By combining
this with atmospheric data on air pollution, the researchers calculated how
much sunlight is lost and how this reduces electricity generation.
They found that aerosols—tiny particles suspended in the air—reduced global
solar electricity output by 5.8% in 2023. This is equivalent to 111
terawatt-hours (TWh) of lost energy—the amount generated by 18 medium-sized
coal-fired power plants.
Crucially, these losses represent a
significant and often overlooked constraint on the clean energy transition.
Between 2017 and 2023, new PV installations added an average of 246.6 TWh of
electricity each year, while aerosol-related losses from existing systems
reached 74.0 TWh annually—equivalent to nearly one-third of the gains from new
capacity.
This highlights a previously
unrecognized interaction between fossil fuel use and renewable energy, where
emissions from one system directly reduce the performance of the other.
Coal's role and China's experience
Lead author Dr. Rui Song
(Department of Physics, University of Oxford, and Mullard Space Science
Laboratory, UCL) said, "We are seeing rapid global expansion of renewable
energy, but the effectiveness of that transition is lower than often assumed. As
coal and solar expand in parallel, emissions alter the radiation environment,
directly undermining the performance of solar generation."
To identify the sources of these
aerosol-related losses, the researchers traced their origins and found
coal-fired power generation to be a major contributor.
This effect is particularly evident
in China, where solar and coal capacity have expanded in parallel and are often
co-located. Regions with high coal capacity aligned closely with areas
experiencing the greatest solar PV losses.
China is the world's largest solar
producer, and generated 793.5 TWh of solar PV electricity in 2023 (41.5% of the
global total). But it also experienced the largest losses from aerosols, with
total output reduced by 7.7%.
The researchers estimate that
around 29% of aerosol-related solar PV losses in China come specifically from
coal-fired power plants. Coal plants emit fine pollution particles that scatter
and absorb sunlight, reducing the amount that reaches nearby solar panels. As a
result, the panels generate less electricity than they otherwise could.
Dr. Song added, "Air pollution
doesn't just block sunlight—it also changes clouds, which can cut solar power
even further. That means the real impact is likely to be bigger than we've
measured, so we may be overestimating how much solar power can contribute to
reducing emissions if we do not get pollution from coal power under
control."
Interestingly, China was found to
be the only major region showing a sustained improvement. Aerosol-related solar
PV losses declined by an average of 0.96 TWh per year (−1.4% annually) between
2013 and 2023. This is likely due to stricter emission standards and widespread adoption of ultra-low-emission
technologies within coal-fired power plants, rather than a reduction in coal
capacity itself.
How the study was conducted
To carry out the analysis, the
researchers combined satellite imagery and machine learning to identify and map
more than 140,000 solar installations worldwide. They then integrated these
data with atmospheric observations and a validated solar energy model to
estimate how much electricity each site generates and how much is lost due to
air pollution.
Corresponding author Professor
Jan-Peter Muller (Mullard Space Science Laboratory at UCL) said, "Global
satellite imaging enabled us to map the inexorable rise of cheap non-polluting
solar power during daylight hours. In the near future, we will be able to
observe the impacts of dust and smoke particles on reducing solar energy at
Earth's surface in real-time every 10 minutes from geostationary satellites
spanning Earth."
Policy warnings and hidden coal costs
Co-author Dr. Chenchen Huang
(University of Bath) said, "Our findings send a clear warning to the
Sustainable Development Goals: overlooking pollution-induced solar energy
losses can lead to a systematic overestimation of renewable energy output by governments,
businesses and the broader community. To stay on track, policies must account
for this hidden drag and shift fossil-fuel subsidies away from coal."
Professor Myles Allen (Department of Physics, University of Oxford, and founder of Oxford Net Zero, who was not involved in the study) adds, "All scenarios that meet the goals of the Paris Agreement show a rapid transition away from unabated coal, which isn't happening. The reason is that coal power is still remarkably cheap—as this study shows, that's because the real costs are hidden."
Provided by University of Oxford
Source: Coal pollution is cutting solar power output worldwide, study finds

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