A planter row unit (10) comprises a frame (14), a furrow opener (20) mounted to the frame (14) to open a furrow, a seed delivery mechanism (32) mounted to the frame (14) to deposit seed into the furrow, a furrow shaper (48), and a sensor (164, 64) configured to detect a parameter related to seed planting.