Insecticides kill insects that eat and damage crops, so less biomass is lost from crops so they grow larger and NPP is greater. Herbicides kill weeds which removes direct competition with the crop for energy from the sun, as well as habitats/food sources of insect pests, helping to further reduce their numbers and simplify the food web