Few major insect groups on iNaturalist have been as neglected as the non-biting midges. With nearly 120k observations worldwide, how many are research grade? Before I set out on my mission to help Chironomidae on iNaturalist, there were only about 1000 RG observations worldwide, or 0.8% of all Chironomidae observations. 0.8%! Now, why is this? Well, nobody has been identifying chironomids to species in large amounts. There are many reasons why this has been the case, the biggest reason being the difficulty. Here’s the thing, though: There are >1,150 chironomid species in the US and Canada. If 90% of all those species were impossible to ID through photo, there would still be 115 species able to be identified. Species ID of Chironomidae is quite difficult but not impossible, though sometimes, depending on the species, can be quite easy.
Currently, though, there are many issues with Chironomidae on iNaturalist. Many past identifications are inaccurate, with some species groups nearing 100% inaccuracy rates. Then there is the Computer Vision. The CV can be incredibly helpful, but for it to work properly, it needs to be trained with good data, and the data the CV currently has about Chironomidae needs to be corrected. As we’ve seen in past forum posts, inaccurate identifications lead to further inaccurate identifications, which creates a vicious cycle. That’s why there are over 25k Chironomus observations, despite the genus being very difficult to, in many cases, impossible to ID species from most photos.
I wanted to try and make a difference, so I tracked down a book on adult Tanypodinae (Roback 1971) and started reading to learn how to ID certain species. It went very well, and I started making a visible difference in the data quality on iNat. While it started as a personal passion project to help the community, my identification efforts did not go unnoticed, and I began working with @zdanko, @mabuva2021, and @edanko to organize our collective knowledge and work on fixing the Midgepocalypse. This will take time, but hopefully, we can help shift the information that is currently stuck in journal articles into the public sphere of knowledge.
I really must thank @zdanko, @mabuva2021, and @edanko for their support during this. Identifying midges can be a huge challenge, and I don’t know if I would have made it this far if I had continued doing this by myself.
Thanks to our combined efforts, new species for iNaturalist are slowly being identified, accuracy rates of chironomid IDs are being improved, and enough species are being identified to help train the CV.
There are now 3200 RG observations of Chironomidae, even after removing a couple hundred misidentified observations. Any products of our work will be available at https://sites.google.com/view/flyguide/species-guides, with our notes currently available at the bottom of the page.