Installing huge numbers of solar panels and wind turbines in the Sahara desert would have a major impact on rainfall, vegetation and temperatures, researchers say.
They found that the actions of wind turbines would double the amount of rain that would fall in the region.
Solar panels have a similar impact although they act in a different way.
The authors say their work reinforces the view that large-scale renewables could transform the Sahara region.
The scientists modelled what would happen if 9 million sq km of the Sahara desert was covered in renewable energy sources.
They focussed on this area because it is sparsely populated, and it is also exposed to significant amounts of sun and wind and is close to large energy markets in Europe and the Middle East.
According to authors' calculations, a massive installation in the desert would generate more than four times the amount of energy that the world currently uses every year.
Previous studies have shown that installing wind and solar can have an impact on temperatures - but the key difference with this research is the impact on vegetation.
"Our model results show that large-scale solar and wind farms in the Sahara would more than double the precipitation, especially in the Sahel, where the magnitude of rainfall increase is between 20mm and 500mm per year," said Dr Yan Li, the lead author of the paper from the University of Illinois, US.
"As a result, vegetation cover fraction increases by about 20 per cent."
How do turbines and panels increase rainfall?
With wind turbines, it's all about the mixing of air caused by the rotation of the blades. Wind farms mix warmer air from above, which creates a feedback loop whereby more evaporation, precipitation and plant growth occurs.
"Wind farms increase surface roughness and therefore increase wind converging into low-pressure areas," said Dr Li. "The converging air has to rise, making it cool off and moisture condense, which will lead to increased rainfall."
In the Sahel, the semi-arid region that lies to the south of the Sahara, average rainfall increased 1.12mm per day where wind farms were present, according to the study.
Solar panels actually reduce the reflection of sunlight from the surface known as the albedo effect. This triggers a positive albedo-precipitation-vegetation feedback that leads to precipitation increases of about 50 per cent, the authors report.
"The panels directly reduce the surface albedo which leads to more solar energy absorption and surface warming, which in turn strengthens the Saharan heat low, leading to more rising air and precipitation," Dr Li explained.
What would be the impact on people?
Mostly positive, say the authors.
"Precipitation increases predicted by our model would lead to substantial improvements of rain-fed agriculture in the region, and vegetation increases would lead to the growth in production of livestock," said Dr Safa Motesharrei, from the University of Maryland, another author of the paper.
"The Sahara, the Sahel, and the Middle East include some of the driest regions in the world, while experiencing high growth of population and poverty, and our study has major implications for addressing the intertwined sustainability challenges of the energy-water-food nexus in this region."
But temperature rises are bad for climate change, right?
The authors say that the heating impact of all those turbines and panels would not make an important difference.
"The local warming by wind and solar farms is much smaller compared with the reduced future warming from greenhouse gases that renewable power at this scale would imply," said Dr Li.
