Will the impact of removing all the organisms in a trophic level be different for different trophic levels? Can the organisms of any trophic level be removed without causing any damage to the ecosystem?

Impact of removing all organisms of a trophic level is different for different trophic levels.

For example, if we remove producers from a food chain, no organism will get food, if we remove herbivores from a food chain then carnivores will die and producers will also die due to competition for space and nutrients. If all the organisms of a trophic level are removed it will create an imbalance in the ecosystem. Removing any trophic level from a food chain will cause imbalance in an ecosystem.