If done right, such satellite swarms could also be cheaper to build, launch and maintain, researchers said.
Led by Sreeja Nag, a former graduate student at Massachusetts Institute of Technology (MIT), researchers simulated the performance of a single large, orbiting satellite with nine sensors, compared with a cluster of three to eight small, single-sensor satellites flying together around Earth.
They looked at how each satellite formation measures albedo, or the amount of light reflected from Earth - an indication of how much heat the planet reflects.
Nag said such a correction in estimation error could significantly improve scientists' climate projections.
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"Earth does not reflect equally in all directions. If you don't get these multiple angles, you might under- or overestimate how much it's reflecting, if you have to extrapolate from just one direction," Nag said.
Today, satellites that measure Earth's albedo typically do so with multiple cameras, arranged on a single satellite.
For example, NASA's Multi-angle Imaging SpectroRadiometre (MISR) instrument on the Terra satellite houses nine cameras that take images of Earth from a fan-like arrangement of angles.
Instead, the team proposes a cluster of small satellites that travel around Earth in a loose formation, close enough to each other to be able to image the same spot on the ground from their various vantage points.
"Over time, the cluster would cover the whole Earth, and you'd have a multiangular, 3D view of the entire planet from space, which has not been done before with multiple satellites," Nag said.