It’s not just Texas and North Carolina. Intense rain is falling more frequently in many areas of the U.S. — though where it occurs and whether it causes catastrophic flooding is largely a matter of chance, according to experts.

More than 100 people died in over the weekend after 12 inches (30 centimeters) of rain fell in just hours. The by warm, moist air left over from Tropical Storm Barry and Hurricane Flossie that created conditions for repeated thunderstorms in the same location, said Texas Climatologist John Nielsen-Gammon.

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