An agricultural implement includes a chassis and a shank carried by the chassis. The shank includes: a shank body configured to penetrate a soil top surface a sensor attached to an outer surface of the shank body and defining a probing area and a sensor shield carried by the shank body in front of the sensor, the sensor shield being configured to deflect oncoming soil flow away from the sensor without substantially disrupting soil flow into the probing area.