Earthworms reduce nutrient loss from loess soil slopes under simulated rain

•Earthworms increase stability and drainage of the slope, reduce runoff and sediment transport.•Earthworms dramatically reduce nutrient loss on the loess soil slopes during the rain.•Soil fauna could be a crucial regulator of erosion and nutrient loss of the Loess Plateau.