The research that says insects are in decline seems highly questionable to me. They don’t differentiate per species and measure per kilogram. If some heavier species like moths have a successful couple of years, they heavily skew the statistics. There also is not a lot of data on insect populace and the data that is there doesn’t go back for a very long period. I think most articles cite one local German research project on the topic.
