The way scientists have traditionally analyzed storm surge and heavy rainfall, the two main drivers of flooding in coastal communities, may underestimate flood risk in the United States, according to new research.

In the past, disaster experts have used analyzed storm surges and high rainfall separately to define flood zones and devise preparedness plans. The study, published in the journal Nature Climate Change, shows that this method underestimates the risk of storm surges and high rainfall occurring at the same time. The number of these so-called compound events has increased over the past 100 years, researchers found.

New York City, for instance, has experienced an increase in the number of compound events with both storm surge and high precipitation in recent years, a change researchers write can be attributed to “storm surge weather patterns that also [favor] high precipitation.” Overall, a reevaluation of potential flooding scenarios that includes the possibility of compound events more than doubled odds of flooding in the city.

“Usually it requires an extreme storm surge to cause flooding or an extreme rainfall event,” said study author Thomas Wahl, a researcher at the University of South Florida. “But the combination of two events that are not really extreme on their own may cause larger damages than one of the two events alone.”

Read More: This Factor Predicts What People Think About Climate Change

The risk of these compound events varies greatly from city to city, according to the study. Cities most prone to hurricanes and other large storms on the East and Gulf coasts are more vulnerable than their West coast counterparts, for instance.

Researchers note that while the new research looks at storm surge and precipitation, long-term sea level rise remains the biggest driver of increased flood risk. A study released last week suggests that sea levels may rise by 10 feet above current levels within the next century. The estimates, which would make places like New York City and London uninhabitable, significantly exceed those by the widely-respected Intergovernmental Panel on Climate Change and have been met with skepticism by many climate scientists.

“Continued high emissions would result in multi-meter sea level rise this century and lock in continued ice sheet disintegration such that building cities or rebuilding cities on coast lines would become foolish,” Hansen wrote in a statement accompanying his paper.

Get our Space Newsletter. Sign up to receive the week's news in space. Please enter a valid email address. Sign Up Now Check the box if you do not wish to receive promotional offers via email from TIME. You can unsubscribe at any time. By signing up you are agreeing to our Terms of Use and Privacy Policy . This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply. Thank you! For your security, we've sent a confirmation email to the address you entered. Click the link to confirm your subscription and begin receiving our newsletters. If you don't get the confirmation within 10 minutes, please check your spam folder.

Write to Justin Worland at justin.worland@time.com.