 Osceola is within the New Madrid Seismic Zone, a major seismic zone and a prolific source of intraplate earthquakes.The area experienced the highest magnitude earthquake in North America east of the Rocky Mountains in the 1811–12 New Madrid earthquakes.The eastern edge of Osceola is the Mississippi River, which is also the state border between Arkansas and Tennessee.