this is a simple diagram of a food chain:

producers --> herbivores --> carnivores --> top carnivores

if all the carnivores die out, why does the number of producers decrease?

i'm not sure but what im thinking is, well if carnivores die, then not many herbivores will die, therefore there isn't that natural soil fertilizer due to the dead bodies.