No injuries have been reported, but officials said several businesses and vehicles were damaged. At least one mobile home was destroyed, throwing a man from the mobile home.
The entire town of Franklin and neighboring Bremond lost electricity, with 3,088 customers cut-off across the county early Sunday.
In North Texas, The Dallas Morning News reported hail, ranging from pea-sized to baseball-sized, falling throughout the region.
But tornadoes aren't the only possible cause of destruction Sunday.
The National Weather Service says a twister was reported Saturday night in the Vicksburg, Mississippi, area. Most of our area is under a Slight Risk (2 out 5) for severe storms.
CNN meteorologist Chad Myers said the warm air present during the afternoon enhanced the atmosphere's instability, creating more energy for storms to tap into and aiding in their development.
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He said the threat for severe weather is greatest at such times but that the risk remained even after warm temperatures dropped. Flooding has also been reported.
By late Saturday, the storms were expected to organize into a line as they cross the western border of Mississippi. The system shifts to the Ohio Valley and the Southeast on Sunday.
One person was killed in northeastern MS when a tree crashed onto his trailer, Monroe County Road Manager Sonny Clay said at a news conference, adding that a tornado had struck.
The threat of severe weather will likely increase throughout the day, the National Weather Service's Storm Prediction Center said. Cherokee County Judge Chris Davis said one woman died of critical injuries, according to The Associated Press, which reports about two dozen additional injuries there.
The forecast of severe weather forced officials at the Masters in Augusta, Georgia, to start the final round of the tournament early on Sunday in order to finish in midafternoon before it began raining. At least 11 tornadoes have touched down in three different states as a result of a stronger-than-usual storm system.
Some of the greatest threats include scattered tornadoes, wind gusts reaching 70 miles per hour and hail up to 1.5 inches in diameter.