> "According to an average of 13 global databases from 10 data sources, in 2010, 161 teragrams of nitrogen were applied to agricultural crops, but only 73 teragrams of nitrogen made it to the harvested crop. A total of 86 teragrams of nitrogen was wasted, perhaps ending up in the water, air, or soil. The new research was published in the journal Nature Food in July."
https://eos.org/articles/index-suggests-that-half-of-nitroge...
Large-area applications by mechanized systems seem to be part of the problem, but that's also necessary to escape the subsitence agriculture trap, i.e. with such systems, it's not necessary for half or more of the human population to be working in the fields to grow food, it's more like 1 in 50 or 1 in 100.
The most promising solution might be AI + robots. If a robot could crawl up and down fields inspecting individual plants for nutrient status and applying small amounts of fertilizer as needed (also weeding and checking for pest infestations), it could cut fertilizer use in half while maintaining the same level of production - and perhaps eliminate the need for most herbicides and pesticides.