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Latest Precipitation Models Still Seem to Underestimate Risk as ‘1,000-Year’ Rain Events Pummel Texas

KERRVILLE, TEXAS - JULY 17: Sheds are displaced near an overpass on the banks of the Guadalupe River on July 17, 2026 in Kerrville, Texas. Flash floods swept across parts of Central Texas, bringing torrential rainfall, prompting evacuations, and triggering hundreds of water rescues. At least two people have been killed, and more than 200 others have been rescued. (Photo by Brandon Bell/Getty Images)
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Getty Images North America
KERRVILLE, TEXAS - JULY 17: Sheds are displaced near an overpass on the banks of the Guadalupe River on July 17, 2026 in Kerrville, Texas. Flash floods swept across parts of Central Texas, bringing torrential rainfall, prompting evacuations, and triggering hundreds of water rescues. At least two people have been killed, and more than 200 others have been rescued. (Photo by Brandon Bell/Getty Images)

The Nueces River of South Texas flowed at twice the rate of Niagara Falls last week during the region's second flood disaster in two years.

Parts of South Texas ravaged by flooding this week have logged a steep rise in rainfall intensity over recent decades, federal data show.

The latest official dataset, published in 2018 by the National Oceanic and Atmospheric Administration (NOAA), increased estimates of benchmark rainfall events by 30 to 40 percent in the region west of San Antonio, an increase that was greater than almost any other part of the state.

“This specific area experienced some of the biggest increases compared with previous data,” said Matthew Berg, principal scientist for the Houston-based risk management firm Simfero. “You do start to wonder: is there something systematic?”

Last week, days of torrential downpours created the region’s second major flooding disaster in as many years. Four-day rainfall totals in the towns of Uvalde and Sabinal set records and ranked in federal models as 1,000-year rain events, with an estimated 0.1 percent chance of occurring each year. In 2025, rainfall that caused flooding on the Guadalupe River also measured as a 1,000-year event.

These models appear to be underestimating risk, said Berg, a former water resources program specialist with Texas A&M Agrilife. The next time NOAA releases data, he said, the inclusion of storms in 2025 and 2026 will further increase assessments of risk in the region.

In part, Berg said, these updates reflect a better understanding of longstanding climate patterns in the region, where floods described in historical records suggest that risk was always higher than models showed. But they also indicate a changing climate.

“There is a more structural question if these big events keep happening,” Berg said. “How far is it a statistical question, then how much is the ground shifting under our feet?”

The risk estimates produced from federal models matter, he said, because they form the basis for design criteria in local building codes. Most counties and cities require infrastructure and facilities be designed for a 100-year rainstorm—a theoretical event that models assess at one percent likelihood annually.

For decades, most localities calculated their 100-year storm values based on data in the U.S. Weather Bureau’s 1961 Rainfall Frequency Atlas of the United States. NOAA released an updated dataset, called Atlas 14, in 2018, which showed a rise in peak rainfall intensity across most parts of Texas, with the steepest increases west of San Antonio and near Houston.

“Updated extreme rainfall values are generally higher,” said John Nielsen-Gammon, Texas state climatologist and professor of atmospheric sciences at Texas A&M University. “This is expected from climate change.”

Warm air holds more moisture, leading to stronger downpours. As the oceans and atmosphere continue to warm, forecasters expect further intensification of rainfall in the future.

“Extreme precipitation is expected to increase in intensity on average statewide,” said a 2024 assessment of weather trends from the office of the state climatologist. “Trends of extreme precipitation in the future will be dominated by the increasing temperature effect.”

The hotspot west of San Antonio, Nielsen-Gammon said, might also result, in part, from improved measurements and modeling over time.

The steep increases in rainfall intensity assessed around Houston in NOAA’s Atlas 14 resulted from the inclusion of several enormous storms in recent years, including Hurricane Harvey in 2017, the heaviest rainfall ever recorded in the U.S.

Even before Harvey, researchers observed a trend toward higher rain totals in Houston, according to Matt Lanza, an operational meteorologist and co-founder of the website Space City Weather.

“Something is clearly afoot,” he said. “I can’t entirely put my finger on what it is, but it may be a combination of things like a warming Gulf, urbanization, and aerosols.”

Last week in Uvalde, the Nueces River broke its alltime streamflow record, according to Greg Waller, an operational hydrologist with NOAA in Fort Worth. At its peak, the river had more than twice the flow of Niagara Falls, he said.

The floods blocked state highways for days, ripped asphalt off roads, tore down one bridge, broke a berm and damaged train tracks, according to John Byrum, executive director of the Nueces River Authority. Many residents in Uvalde were evacuated before their homes flooded, he said.

“It’s going to take some time for the city here, the residents of the city here to put their houses back in order,” he said. “This is a strong community and I’m sure they’ll get through.”