Unfortunately, it's going to take us a lot longer to fix this problem than it did to create it. Hopefully that will be an important lesson learned for future generations.
As well as his/her proposed solution requiring most of the current population to die first as non-fertilizer based agriculture (certainly local agriculture) is really unlikely to be able to feed all of us.