Assessing an infrared-based seed drill monitoring system under field operating conditions

•Ground speed changes affect the performance of the sensing system.•Increases in the sowing rate negatively influence the sensing system performance.•Dust has the most destructive impact on the efficiency of the optical elements.•Controlling seed levels with the ultrasonic sensor seems to be a proper solution.