Researchers measured how much water was stored in a river basin months ahead of the spring flood season.
"Just like a bucket can only hold so much water, the same concept applies to river basins," said lead study author JT Reager, an Earth scientist at the University of California, Irvine.
Reager and colleagues looked back in time using satellite data, and measured how much water was soaking the ground before the 2011 Missouri River floods, 'Live Science' reported.
Researchers said with less reliability, the prediction could be extended to 11 months in advance.
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"This gives the background on what's on the ground before the rain even gets there," Reager said.
Reager's new method could help forecasters prepare reliable flood warnings several months earlier.
"It would be amazing if this could have a positive effect and potentially save lives," he said.
Researchers used NASA's twin GRACE satellites to diagnose a region's flood potential. As the satellites circle the Earth, changes in gravity slightly perturb their orbit.
The team looked at all potential water sources, including snow, surface water, soil moisture and groundwater, the report said.
"This gives us a more accurate interpretation of what's happening on the ground," Reager said.
The research was published in the journal Nature Geoscience.