Or should I say *invertebrates* & plants. Apologies to all the little non-insect inverts out there, you matter too
20.10.2025 01:08 โ ๐ 0 ๐ 0 ๐ฌ 0 ๐ 0@daxkellie.bsky.social
Data Analyst & Science Lead at the Atlas of Living Australia | Evolutionary biologist & social psychologist (PhD) ๐งช | #rstats ๐ | Music enthusiast ๐ต www.daxkellie.com Opinions are my own, and they do not express those of my employer
Or should I say *invertebrates* & plants. Apologies to all the little non-insect inverts out there, you matter too
20.10.2025 01:08 โ ๐ 0 ๐ 0 ๐ฌ 0 ๐ 0And in case you want to go straight to the paper, it's here. It has even more videos of tiny worms soaring through the air!
doi.org/10.1073/pnas...
These worms can jump up to 20 times their body lengthโthe equivalent of a human jumping the height of an 11-story buildingโby riding on electrostatic charges ๐ชฑโก๐ฎ
An incredible example of how important electrostatic forces are for many insects & plants (eg pollination)
๐งช๐๐
Thanks! But all credit goes to Ben Nowak for making this amazing tutorial. I just followed along ๐
r-graph-gallery.com/web-valued-d...
Wow a whole family of beautiful stump-not-stumps!
17.10.2025 10:09 โ ๐ 2 ๐ 0 ๐ฌ 0 ๐ 0These photos are not mine, but taken by talented researchers and citizen scientists. I found them on the ALA. Photo credits are in the alt text
bie.ala.org.au/species/http...
Find out more about the Australian Bird of the Year competition and winner: www.theguardian.com/environment/...
17.10.2025 06:23 โ ๐ 4 ๐ 1 ๐ฌ 1 ๐ 0A map of tawny frogmouth observations in Australia. The map is a Jacques Bertin map, which consists of a grid of dots over all of Australia, and each dot's size relates to how many observations are in that area. The dots are dark brown and the background a light grey/brown, much like a tawny frogmouth's feathers. The map shows many bigger dots along the east coast of Australia, showing that most observations are recorded there, though there are several other smaller groups of large dots in the south east and northern regions of Australia
Two tawny frogmouths sitting on a branch. They both have fuzzy, speckled dark brown and light grey/brown feathers and wide, short beaks. One tawny frogmouth is looking at the camera, one eye half open and the other mostly shut. Its eyes are large and orangey colour. The second tawny frogmouth is just behind it facing to the left, both eyes closed, with an expression as if it has just smelled a lovely cup of coffee and is cherishing the scent. Photo by Thomas Mesaglio 2020 (CC-BY 4.0 (Int))
A tawny frogmouth seated on a branch facing the camera. There are blurry dark green leaves in the foreground, showing that this frogmouth was seen through foliage. The tawny frogmouth has speckled dark brown and light grey/brown feathers that look remarkably like tree bark. The eyes are a rich yellow/orange. Photo by buluurr 2024 (CC-BY-NC 4.0 (Int))
๐Congrats to 2025's Australian Bird of the Year, the Tawny Frogmouth (everyone's favourite tree-stump-that's-not-actually-a-tree-stump)! ๐ฆ
Here's a map of where they've been recorded. Take a photo of the next tree stump you see, it might be a bird of the year!๐
๐๐งช๐ #rstats @birdlifeoz.bsky.social
And of course a big benefit of joining a group like SORTEE is meeting other like-minded people who care about robust and transparent science. Many are on Bluesky!
If youโre a member and want to be added, send me a DM ๐ ๐งช๐
go.bsky.app/44PpngU
On a side note, the more I think about it, I think youโre onto something with this HipsterScript idea
Every function name could be an obscure coffee order or every object name a B-side Modern Lovers track. Completely unreadable unless you are in the zeitgeist
Looks like a good guide - the general data cleaning part is a lean intro to some very common issues in all sorts of data. Would be great if every phd who touches raw data was offered a short course in these basics (in R or Python or whatever HipsterScript) cleaning-data-r.ala.org.au/2_general-cl...
15.10.2025 09:44 โ ๐ 44 ๐ 10 ๐ฌ 2 ๐ 0Thanks Richard! I definitely agree - we realised (after lots of reshuffling) that general cleaning fixes *many* problems, *then* you get to ones that require domain expertise
Lots of resources exist on general data cleaning, but we figured itโs foundational + nice to have it in one searchable place
Thanks so much David!
15.10.2025 06:28 โ ๐ 2 ๐ 0 ๐ฌ 0 ๐ 0See the full list of updates here:
github.com/AtlasOfLivin...
The cover of the Cleaning Biodiversity Data in R book. It has an illustration of an Pacific Cleaner Shrimp in the middle of a navy background. The shrimp has a bright red-orange shell, pale-yellow body and white whiskers.
Still want to make cleaning biodiversity data shrimp-ler? ๐ฆ
Good news: We just updated our Cleaning Biodiversity Data in R book, so you still can! We've updated data for 2025, added new content & fixed lots of silly typos ๐
Live the shrimp-le life:
cleaning-data-r.ala.org.au
#rstats #ecology ๐งช๐
Was listening to DโAngelo just yesterday talking about how heโs one of the greats. Huge loss ๐ RIP
pitchfork.com/news/dangelo...
Southern emu wren is a good one for targeted conservation action too. It needs immediate saving from a tenth of it's habitat being converted to a rocket launching facility
14.10.2025 04:18 โ ๐ 4 ๐ 1 ๐ฌ 0 ๐ 0Vote now, if you haven't already, for the Guardian's Bird of the Year 2025
It helps to nominate a bird that's endangered, giving it a much higher profile - like Baudin's black cockatoo for example
Please vote - this is a wonderful environmental exercise
๐๐ฝ ๐ฆ
www.theguardian.com/environment/...
Field crickets (Gryllinae) aren't just plain brown chirping things in backyards - the group is actually pretty diverse, with >3,000 species. Maybe the weirdest are in the genus Sciobia, which all have these delightful Pikmin-like "hats" ๐ฅบ
๐ธ: Sciobia barbara, Pierre-Henri Fabre
#EverydayEnsifera
So much this!! Code is so valuable and literally the thing that creates your results. When you include it in your paper it can be such a valuable resource to everyone (plus earn you a couple more citations).
09.10.2025 17:15 โ ๐ 27 ๐ 9 ๐ฌ 0 ๐ 1Pink empress Mantis
05.10.2025 15:08 โ ๐ 4903 ๐ 629 ๐ฌ 170 ๐ 104A bar chart showing that of all vertebrate groups (animals with a backbone and skull), amphibians face the highest risk of extinction. The data source is the IUCN Red List. The chart is licensed under CC BY to Our World in Data.
The threat of extinction is not spread evenly across the tree of life. To protect animals, itโs important to know which ones are most threatened and why.
Of all vertebrates (animals with a backbone and skull), amphibians are most threatened with extinction.
Thatโs me asking a question that appears to be causing everyone else in the audience to have an existential crisis ๐ฅฒ
Thanks #WOMBAT2025! I had a great time listening to cool speakers and meeting many nice, passionate and impressive people. See ya next time ๐
#rstats
SquidSim is the coolest package - it let's you build complex hierarchical data structures and then simulate data from the world you create. The best tool for doing proper power analyses and testing how well your models can uncover the 'truth'. I've been recommending it to everyone!
15.09.2025 17:08 โ ๐ 71 ๐ 18 ๐ฌ 0 ๐ 0This is figure 3, which shows arm actions and their relationship to animal behaviors.
Octopuses can use any of their arms to perform tasks, but tend to use a particular arm, or arms, for specific tasks, according to a study in Scientific Reports. go.nature.com/4pjR34k ๐ ๐งช
11.09.2025 22:33 โ ๐ 59 ๐ 20 ๐ฌ 1 ๐ 4That method is a bit confusing because the countries with which comparisons are being made are distorted. I like this method of comparison better, showing a countryโs actual area compared with the Mercator projection.
31.08.2025 19:32 โ ๐ 25 ๐ 7 ๐ฌ 1 ๐ 1Even if you don't code (or use Python), the visual way we explain how locations of sensitive species are obfuscated (i.e. made less precise๐) in this post is something I'm very happy with in the end
It might be worth a look if you work with sensitive species data ๐๐งช๐
a map. An outline of Midwestern (a local government area in NSW, Australia) in black surrounded by a buffer zone in blue around it. Purple points (which are species observations) are speckled around the map
3 maps, each showing an black outline of Midwestern (a local government area in NSW, Australia) with a grid overlayed on each. Each map shows a purple dot representing a theoretical 'true' species location, and a yellow point representing the new point location due to generalisation (the process of making the location less precise). These three maps show 3 scenarios when a generalised point appears inside an area when its true location is outside, inside an area when its true location is inside, and outside an area when its true location is inside
๐ Need to search for species in an area with a buffer? ๐ต
Learn how to add a buffer in Python and see how to consider threatened species with obfuscated locations in a new ALA Labs post by Amanda Buyan & me ๐
labs.ala.org.au/posts/2025-0...
๐งช๐ #Python #matplotlib #geopandas #geospatial #quartopub
A stack of bricks ๐งฑ or a luxury frog sauna? ๐ธ
Many species seek out these warm enclosures and, excitingly, regular visits on warm days can help fight against deadly chytrid fungus too. The fungus is sensitive to heat. ~28ยฐC (82ยฐF) is enough to limit chytrid growth ๐งช๐
www.nature.com/articles/d41...