[mapmeld]

I had this same mindset, and when I travel to somewhere less-traveled, I always like to post photos on iNaturalist and map parks and trails on OpenStreetMap to contribute to the open tech ecosystem.

A year or so ago someone asked Reddit for examples of how iNaturalist is used by scientists. I go on Google Scholar and it's papers about crowdsourcing, community, classrooms. I didn't see papers where the data was part of researching the plants and animals (knowing where to study, unexpected sightings, changes over time) like Budburst. Maybe biologists are doing that off the record and I'm 100% wrong, but it shook my perception that these are observations and I should upload yet another desert gecko sighting.

[jg0r3]

I work in a large conservation organization focused on rare plant conservation.

iNaturalist is sometimes used by our ecologists/biologists as a starting point for collating occurrence data.

The iNaturalist data itself is likely specifically being pulled from gbif. Then they go private/specialty databases that have more spatially and taxonomically accurate records.

But iNaturalist data is often not considered high quality enough to be publishable by itself (wide brush statement) in my field of plant conservation.

We've tried to have some conversations with iNaturalist and they weren't really interest in talking, gave me pause on what their motives as an organization are.

But conservation tools are few and far between, and iNaturalist is a really powerful tool for initial data exploration.

[MattBlissett]

GBIF track the use of data we provide to scientists, where they later publish papers citing that data [1]. For iNaturalist, the list of known citations is at [2]. In most cases a download of data from GBIF will include data from more than one dataset (iNaturalist is one of over 110,000). To find how particular records in a download were used — or even if they were discarded — requires reading the paper.

As an example from the list, "Aedes albopictus Is Rapidly Invading Its Climatic Niche in France: Wider Implications for Biting Nuisance and Arbovirus Control in Western Europe" [3] cites 5348 iNaturalist records.

[1] https://www.gbif.org/literature-tracking

[2] https://www.gbif.org/resource/search?contentType=literature&...

[3] Paper https://doi.org/10.1111/gcb.70414 citing GBIF data download https://doi.org/10.15468/dl.gzdq3f

PS we are recruiting an engineer, but the deadline for this position is today: https://gbif.link/senior-data-engineer

[sq_]

> But iNaturalist data is often not considered high quality enough to be publishable by itself (wide brush statement) in my field of plant conservation.

As someone who recently started using iNaturalist, I've been curious about this. I think it's an awesome platform and really cool that people can share what they find, etc, but I noticed that people would pile on with species-level IDs on pictures that were obviously ambiguous between different species known to exist in the vicinity.

I of course want as much data as possible to be available to science, but it piqued my interest about whether a negative feedback loop of misidentifications to future identification models could form.