The earthquake occurred Friday morning, with an epicenter about 3 miles (4.8 kilometers) from Hutchinson.
The federal agency said the earthquake registered at 4.2 magnitude.
There were no immediate reports of major damage or injuries.
WIBW reports people some 140 miles (225 kilometers) away in Topeka reported feeling the earthquake.
