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Journal archives for January 2025

January 3, 2025

New Computer Vision Model (v2.18) with nearly 1,500 new species!

We've released v2.18 today with 1,449 new species (97,352 taxa up from 95,903). This new model was trained on data exported on November 3rd, 2024.

Here's a graph of the model's release schedule since early 2022 (segments extend from data export date to model release date) and how the number of species included in each model has increased over time.

The graph below shows model accuracy estimates using 1,000 random Research Grade observations in each group not seen during training time. The paired bars below compare average accuracy of model 2.17 with the new model 2.18. Each bar shows the accuracy from Computer Vision alone (dark green) and Computer Vision + Geo (green). Overall the average accuracy of 2.18 is 88.2% (statistically the same as 2.17 at 88.5% - as described here we probably expect ~2% variance all other things being equal among experiments).

Here is a sample of new species added to v2.18:

Posted on January 3, 2025 06:27 PM by loarie loarie | 15 comments | Leave a comment

January 8, 2025

Those are Some Spiky Caterpillars! - Observation of the Week, 1/8/25

Our Observation of the Week is this group of Acharia nesea slug caterpillar larvae, seen in Trinidad & Tobago by @hameeda!

Hameeda has been “hiking and exploring Trinidad and Tobago for the last 28 years,” and

for the past 4 years I have been doing solo hikes and using inaturalist. Every weekend I venture into the forest and take my photos of butterflies and relax by the waterfall. I always see plenty of Morphos butterflies and I love seeing that brilliant blue 💙💙💙.  I have seen Acharia nesea 3 times at my usual hiking location. Even though the caterpillars are very small, I started observing a lot of animals that people would normally miss.

Slug moth caterpillars are often striking in appearance, with many species protected by urticating hairs that can cause severe pain when touched. Early instar caterpillars often skeletonize leaves (eating the soft tissue but leaving the veins), while older ones eat the entire leaf. They’re sometimes called “cup moths” because their empty pupae resemble a cup, like this one

Hameeda (above) says that

my best moments are when I'm on an 8 hour solo hike and I see a butterfly. I would take the picture and immediately upload it to inaturalist. Dr. Matthew Cock (@matthewcock) would respond while I'm still on the hike. This is absolutely fantastic because I'm surrounded by all these amazing animals and I also get the ID from scientists/biologists from around the world 🌍. I never feel alone in the forest with iNaturalist on my phone. I absolutely love using this app and I am happy I can contribute to the natural sciences

(Some quotes have been lightly edited for clarity.)


- take a gander at photos of adult Acharia nesea moths!

- check out past observations of the Week from Trinidad & Tobago: a frog by @zakwildlife and a butterfly by @sheneller!

Posted on January 8, 2025 07:32 PM by tiwane tiwane | 7 comments | Leave a comment

January 10, 2025

December 2024 News Highlights

Happy New Year everyone! Here are our December News Highlights. If you missed last month's highlights you can catch up here.

Enriching the Lives of Millions of Nature Explorers


iNaturalist empowers anyone with a smartphone to discover the diversity of nature


iNaturalist on College Campuses

Student led assessment of aquatic macroinvertebrates

@brittneybarnard describes how she introduces undergraduate students to iNat while also conducting a scientific study.

Aquatic Macroinvertebrates

45 New bee species found on campus

This article gives an update on the SUNY College of Environmental Science and Forestry Pollinators project.

“Knowing what species occur here can help inform future plantings, whether they are planted to support current species or to attract new ones”

-@mollymjacobson

SUNY Pollinators

Accelerating Global Biodiversity Science


Crowdsourcing the World's Most Important Global Biodiversity Database

Newly Described Species


Range Extensions

New Zealand Hermit Crab arrives in Australia

This study describes how this observation kicked off efforts by @johneichler, @nickoshaw, @wildroo and others to track the hermit crab's journey west.

Hermit Crab

Malaysian Beetle spotted in Thailand

These observations by @benjamynweil and @vatcharavee helped @thitipong_hongsuwong document the first occurrence of this beetle across north of the Thai border.

Thai Beetle

Caribbean Wasp detected in Florida

@rickcwest and colleagues' study describes the first occurrence of this wasp on the continental US from observations by @lgarriga, @livanescudero, @alexsalcedo, @noaboa, and @joemdo.

Caribbean Wasp

Ecology and Climate Change

Spring arriving earlier for Amphibians

@peejaybaker and colleagues used hundreds of iNat observations to measure the increased risk of freezing (photo by @lloyd50).

Spring Amphibians

AI tool enhances wildlife image analysis for climate change insights

Read about the AI technology behind the iNaturalist Vision Language Demo (photo by @joanescobetcasals).

“These images are potentially a hugely rich resource that remains largely untapped... the wealth of information they contain could offer vital clues about how species are responding to multi-faceted challenges like climate change.”

-@sbeery

Inquire

Protecting Critical Habitats and At-Risk Species


Powering On-the-Ground Conservation Projects

Conservation

Solstice Sea Star Search logs over 2,700 observations

Read how the Solstice Sea Star Search helped scientists monitor these threatened creatures (photo by @welcometojen)

“There's no way my team could get enough scientists out into the field on these low-tide days … everywhere in California to see what's going on. The story with the sea stars is a success story for the field of community science.”

-@opoulos

Sunflower star

Helping Butterfly research through Citizen Science

University of Nevada professor @forister explains why it's not just the monarch butterfly that is under threat and could benefit from citizen-science (photo by @forister).

Butterfly

Lights Out Baltimore documents 3,000 bird window collisions

This article in The Baltimore Sun profiles @jtmerryman and @birddad and the important work the project is doing to protect birds (photo by @jtmerryman)

Bird window collision

Preventing the Spread of Invasive Species

Spotted Lanternflies in the US are living longer

@kmwinchell and colleagues analyze 20,000 iNat photos to determine that cities are helping invasive lanternflies thrive (photo by @nfurlan).

Lanternfly

The value of Citizen Science for early detection of invasives in Europe

The study found that citizen-science sites including iNaturalist complement official reporting by agencies.

"Our results further demonstrate the value of citizen science for early detection of invasive species...and the possible synergies between citizen science platforms and official first reporting, in terms of flow of data from citizen science platforms."

-study authors

Contribution of iNaturalist for detecting invasive species in coastal ecosystems

This study describes how the Wild Coast Adriatic project was used for invasive species monitoring in coastal areas.

Adriatic

Thank you to everyone who joined us on iNaturalist in December! If you’d like to expand iNaturalist's impact please consider becoming a supporter.


Donate to iNaturalist


Posted on January 10, 2025 02:07 AM by loarie loarie | 16 comments | Leave a comment

January 21, 2025

Spider Egg Sac, or Cotton Candy? - Observation of the Week, 1/21/25

Our Observation of the Week is this Twig Spider (genus Poltys) egg sac, seen in Singapore by @nickybay!

A few weeks ago, David Ringer (@djringer) messaged me on iNat and suggested we feature a gorgeous spider egg sac observation from Nicky Bay (@nickybay) as Observation of the Day, which I happily did. The extra attention gave the community some clues as to which spider might have constructed this silken puffball.

From David: 

I like looking through the orbweaving (Araneoidea) and unclassified spiders from tropical and subtropical Africa, Asia, and Australasia. Several times over the last few years, I'd noticed photographs of apparent orbweaver (Araneidae) egg cases covered in hot pink silk threads, usually with a “tail” or “ribbon” of silk decorating the construction…I had no idea what was making the pink ones, and apparently no one else on iNaturalist did either.

One possibility was the genus Poltys, a genus of nocturnal, highly cryptic (and often spectacular!) twig- and dead leaf-mimics. However, I didn't find any compelling images of their egg cases. This genus is restricted to Africa, Asia, and Australasia, and although its relationships within the family Araneidae are not very well studied, Scharff et al. (2020) indicated they may be related to Eriovixia and Bijoaraneus, two other orbweaver genera from the same broad region.

“I've been fascinated by the lesser-seen details in our microfauna and used to spend some time visiting macro photography forums,” says Nicky. “So when my wife got me a camera, I bought a macro lens the next day. To me, macro photography is like a window to an alien world right under our noses.”

Nicky now goes on weekly night hikes with a few friends to find and photograph tiny wildlife and “[we] get excited whenever we find something new. Taking photos is like catching Pokemon. I also do short expeditions around Southeast Asia for this.”

It was on one of these recent hikes that Nicky’s friend spotted the colorful egg sac you see above. 

I've seen somewhat similar egg sacs before that belonged to Araneidae, but nothing quite like it. Given the size of the egg sac, the spider must have been large enough to be familiar to us.@djringer triggered the discussion and I think you've seen the rest! The vital clue was provided by our friend in Japan (sasagani_ya) after a repost (arachnonaut) of the Observation of the Day on Twitter/X.

“[Those comments] led me to this paper,” says David, “which describes egg cases of P. stygius as being ‘overlaid with rose pink silk.’ So it now seems that Poltys species of the P. illepidus" species group (which includes P. stygius) are responsible for creating these gorgeous egg cases. I love the idea that a nocturnal, very camouflaged spider would create something so showy and fabulous.

Nicky (above, with an experimental “bazooka” macrophotography set-up) has an archive of thousands of photos, and has co-authored "Borneo Spiders: A Photographic Field Guide". 

I am not a researcher, but my interests lie in spiders, isopods and lantern bugs (Fulgoridae). I am also part of the organising committee for the 9th Asian Conference of Arachnology in Laos this year. Excited to meet the arachnological community and post observations from Laos (think eyeless spiders).

I started using iNaturalist in 2022 after running a macro photography workshop in Ecuador where the microfauna was unfamiliar to me. One of the participants was a heavy iNaturalist user and encouraged me to try it out. Since then, I've been using iNaturalist as a catalogue of my findings. The AI suggestions are pretty accurate for certain taxon groups but it gives me a decent hint about 80-90% of the time so that I can dive into the corresponding literature to check. I like to organise my observations taxonomically so iNaturalist is perfect for this (except that I am still waiting for the feature to sort observation listings taxonomically!).

For his part, David encourages iNat user to annotate spider observations for eggs and constructions, because “unlike Lepidoptera and some other groups, spiders are very poorly annotated here on iNaturalist, which makes it hard to find good images of egg cases and other structures they create. There's a lot left to discover!”

(Photo of Nicky by Kelvin Dao)


- spider egg sacs are remarkable works of construction, here’s some footage of an Argiope making one. 

- David and @michael-gasteracantha spotted an undescribed spider seen by @ivanovdg19 and it’s a past Observation of the Week!

Posted on January 21, 2025 11:19 PM by tiwane tiwane | 16 comments | Leave a comment

January 22, 2025

Phenology in Focus: Exploring Plant Cycles with iNaturalist

Thank you to everyone who participated in today’s Phenology webinar! Here we can continue the conversation about phenology, phenological research using iNaturalist observations, and how to add annotations to observations.

If you haven’t seen the webinar, you can watch the recording.

And here's a copy of the slides for your reference or to reuse if you'd like to give a similar presentation to anyone else.

These links below can help you explore more of the topics covered by the speakers and get started adding annotations. You can also learn about all the annotations for different groups of organisms.

Erin’s presentation:
Learn more about Phenobase

Vijay’s presentation
Methods for broad-scale plant phenology assessments using citizen scientists’ photographs

Jeremy’s presentation
Yucca Projects on iNaturalist
Open Access paper in Ecology Letters
Blog post explainer

Carrie’s annotation demo (be sure you’re logged in):
Help annotate flowers and fruits in the genus Prunus
Help annotate maple leaves in the genus Acer


There were so many great questions we didn’t get to! Here are a few that we didn’t have a chance to address live in the webinar:

How can I get my students involved in phenology on iNaturalist?
One great way to get students started is by exploring the existing data on iNaturalist. For example, they could look at the seasonality graphs on taxon pages for common species in your area. Starting with what data is already available on iNaturalist allows them to ask and answer questions about what might be missing. Then, they could help add annotations or make new observations to fill gaps for missing species or phenological stages. Please always keep in mind that students must be at least 13 years old, and that we always recommend caution and supervision if students are using iNaturalist. Please check out the Educator’s Guide for more tips.

How does iNaturalist collaborate with other phenology programs like the National Phenology Network, Budburst, and other parts of the world?
Phenobase is a collaborative project working with iNaturalist, the National Phenology Network, Budburst, and many phenology recording programs around the world to make the data more accessible for research. iNaturalist will also be collaborating more closely with the US National Phenology Network on our respective program strengths.

How can I access phenology data?
Phenology annotations can be accessed via our research grade data shared with GBIF. iNaturalist also has an open API where you can access annotation data. If you’d like to get updates about Phenobase, please sign up for occasional emails about plant phenology.

Can I add annotations in the iNaturalist app?
You can add them in the Android app, but not in iOS. For now, please use the website.

Are observations of cultivated plants useful for phenology research?
iNaturalist’s focus continues to be on wild plants, but cultivated plants can be important for understanding phenology, and even observations that aren’t “research grade” can be used in research. You are welcome to make observations of cultivated plants, please just mark them as captive/cultivated.

Posted on January 22, 2025 08:55 PM by carrieseltzer carrieseltzer | 15 comments | Leave a comment

January 28, 2025

Slime Mold Sporangia - Observation of the Week, 1/28/25

Our Observation of the Week is this slime mold sporangia (likely in the genus Arcyria), seen in the United States by @tetracerus!

Valentina (@tetracerus) got into keeping arthropods as pet after she and her then-manager found a large Aphonopelma chalcodes tarantula. 

Around the same time, I started building miniatures and thought it would be funny to photograph my pets in these miniature settings [below - real mantis, miniature pizzas by Valentina - Tony]. Sharing these niche photos on Instagram was a turning point for me: I was able to connect with so many entomologists and macro photographers who inspired me to dive deeper into both fields. I began to spend increasingly larger portions of my weekends, vacations, and life in nature with my camera

Her second turning point, she says, was joining the San Francisco Microscopical Society, where she met naturalists who studied lichens, fungus, and more. 

I realized I could still do macrophotography in the winter when bugs were sparse. And that's how I ended up in Purisima Creek Redwoods Open Preserve on a windy January morning, looking for fungus and slime molds with friends. The Arcyria was one of several slime molds we found that day. Slime molds are usually quite small. At high magnifications, the depth-of-field is quite shallow so I usually have to use a technique called focus-stacking. I take a series of photos while moving the in-focus plane through the depth of the subject and later use stacking software to combine the in-focus parts from each image together. The end result is a single photo that shows the entire subject in focus.

“True” slime molds (class Myxomycetes) famously spend part of their life cycle as independent single cells that can eventually come together to form sporangia, or spore-producing structures, which is what Valentina photographed here.  

“Joining iNaturalist has made me a better observer and photographer,” says Valentina (above, in Arizona). 

I used to shoot only subjects I thought would make for aesthetic social media posts but now I try to shoot everything. The extra practice is invaluable. I would get feedback from other users to capture various diagnostic features and that has forced me to always shoot from multiple angles. I also love a good technical challenge -- subjects that are difficult to photograph, due to their size or behavior, are surely under-reported so my personal goal is to capture more high-res photos of the trickier subjects. Outside of field macrophotography, I also shoot tiny insect inclusions in amber using a microscope objective attached to my camera. I wish there were a Seek or iNat equivalent for bugs in amber! Please don't hesitate to reach out to me if you want to nerd out about macrophotography or photomicrography techniques


- you can follow Valentina on Instagram.

- the top slime mo(u)ld identifier on iNat is @sarahlloyd and one of her photos was Observation of the Week back in 2019!

Posted on January 28, 2025 09:46 PM by tiwane tiwane | 21 comments | Leave a comment

January 30, 2025

New Computer Vision Model (v2.19) with over 2,000 new species!

We've released v2.19 today with 2,193 new species (99,545 taxa up from 97,352). This new model was trained on data exported on December 29th, 2024.

Here's a graph of the model's release schedule since early 2022 (segments extend from data export date to model release date) and how the number of species included in each model has increased over time.

The graph below shows model accuracy estimates using 1,000 random Research Grade observations in each group not seen during training time. The paired bars below compare average accuracy of model 2.18 with the new model 2.19. Each bar shows the accuracy from Computer Vision alone (dark green) and Computer Vision + Geo (green). Overall the average accuracy of 2.19 is 89.0% (statistically the same as 2.18 at 89.8% - as described here we probably expect ~2% variance all other things being equal among experiments).

Here is a sample of new species added to v2.19:

Posted on January 30, 2025 04:15 PM by loarie loarie | 23 comments | Leave a comment

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