Fabiola Iannarilli
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fa-bio-la.bsky.social
Fabiola Iannarilli
@fa-bio-la.bsky.social

wildlife biologist | quantitative ecologist | studying animal distribution and behavior using camera trap data | Marie Curie Fellow Postdoc @MPI_AnimalBehavior, previously @Yale | PhD @UMN ๐Ÿ‡ฎ๐Ÿ‡น๐Ÿ‡ณ๐Ÿ‡ด๐Ÿ‡บ๐Ÿ‡ธ๐Ÿ‡ฉ๐Ÿ‡ช ๐Ÿบ๐ŸฆŠ๐Ÿฑ๐Ÿ•๐Ÿฟ๐Ÿ

Environmental science 80%
Geography 20%
Pinned
Join us for another season of Snapshot Europe!

#cameratraps #wildlife #snapshoteurope
Hey Camera Trappers ๐Ÿ“ธ๐Ÿบ๐Ÿ—๐ŸฆŒ๐Ÿฆ…Snapshot Europe is back for 2025!
Join us in deploying cameras this Sept-Oct. Help build a crucial snapshot of European biodiversity. Learn more & express interest here โ–ถ๏ธ app.wildlifeinsights.org/initiatives/...
Spread the word and help expand our community across Europe๐Ÿ™

Hey #Minnesota friends, would you like to know what animals live in your area? Join the new DNR initiative Adopt a Camera now!

www.dnr.state.mn.us/wildlife/sig...

#cameratrapping #wildlife
Adopt a camera this fall
Information about the Minnesota DNR's Adopt-A-Camera program to help monitor wildlife populations in targeted research areas southeast of Mille Lacs Lake and directly south of Park Rapids. The program...
www.dnr.state.mn.us

Hey Camera Trappers ๐Ÿ“ธ๐Ÿบ๐Ÿ—๐ŸฆŒ๐Ÿฆ…Snapshot Europe is back for 2025!
Join us in deploying cameras this Sept-Oct. Help build a crucial snapshot of European biodiversity. Learn more & express interest here โ–ถ๏ธ app.wildlifeinsights.org/initiatives/...
Spread the word and help expand our community across Europe๐Ÿ™

Reposted by Ricardo Rocha

Great work by @elhamebrahimi.bsky.social at #ecm9 on creating reports starting from the #cameratrap DP standard. First of many outcomes coming out of #Big_Picture, a @biodiversaplus.bsky.social consortium focused on improving the camera trap pipeline ๐Ÿ“ท๐ŸฆŠ๐Ÿบ๐ŸซŽ๐Ÿ“ท
@elhamebrahimi.bsky.social presenting really important and cool work on a new R package to automate reporting of camera trap data at #ecm9 Work that is done as part of our Biodiversa+ project #Big_Picture
@elhamebrahimi.bsky.social presenting really important and cool work on a new R package to automate reporting of camera trap data at #ecm9 Work that is done as part of our Biodiversa+ project #Big_Picture

First day of the European Congress of Mammalogy. Many great talks already. Looking forward to many more in the next 5 days. #ecm9

Happy to be part of this: a huge collaboration on definining activity patterns across 445 species of mammals. Does the traditional classification hold? Are species flexible enough to adapt their period of activity in response to anthropogenic changes? Read more here ๐Ÿฆ๐ŸซŽ๐Ÿ†๐Ÿฆ“๐Ÿ“ธ

Reposted by Fabiola Iannarilli

When the wild things are: Defining mammalian diel activity and plasticity | Science Advances www.science.org/doi/abs/10.1...
When the wild things are: Defining mammalian diel activity and plasticity
Many species of mammals worldwide are highly plastic in their timing of diel activity, which has unknown fitness consequences.
www.science.org

Reposted by Fabiola Iannarilli

To all Animovers out there: Our next workshop will take place from the 30th of November until the 13th of December 2025. More information about location, price and how to apply will follow soon....๐Ÿค—๐Ÿ’๐Ÿฆฅ๐ŸŒŽ๐Ÿธ๐ŸŠ๐Ÿ•ท๏ธ๐Ÿชฑ

Reposted by Fabiola Iannarilli

Are you interested in species interactions and how we model them?

Then this thread is for you!

Our new paper in Ecology on the role of abundance in species interactions provides new statistical tools for modelling species interactions.

shorturl.at/Sqz9m

๐Ÿงต(1/13)๐Ÿงต
Abundanceโ€mediated species interactions
Species interactions shape biodiversity patterns, community assemblage, and the dynamics of wildlife populations. Ecological theory posits that the strength of interspecific interactions is fundament...
shorturl.at

If you are curious to know the details of the AI model implemented within Wildlife Insights, here they are. Congrats to @sarameghanbeery.bsky.social, Tanya Birch and the rest of the team.
New paper! We've just published a manuscript covering technical details of the AI models behind Wildlife Insights, with systematic analysis at scale of cropping vs not cropping in #CameraTrap image classifiers ๐ŸซŽ๐ŸฆŒ๐Ÿฆ’๐Ÿฆ˜๐Ÿชฟ๐Ÿซ๐Ÿ˜๐Ÿซ๐Ÿฆฌ๐Ÿฆ›๐Ÿฟ๏ธ

ietresearch.onlinelibrary.wiley.com/doi/10.1049/...
To crop or not to crop: Comparing wholeโ€image and cropped classification on a large dataset of camera trap images
In this work, the authors assess the hypothesis that classifying animals cropped from camera trap images using a species-agnostic detector yields better accuracy than classifying whole images. We fin....
ietresearch.onlinelibrary.wiley.com

Overall, this work confirms that wildlife's response to the presence of humans and domestic species might not be universally negative; it might vary, instead, depending on the context.

Although we found no negative association between pine martens and humans/cats, additional studies are needed. Occurrence might be a metric too coarse to reveal a negative effect on abundance, fitness, etc. and these findings might be limited to particular conditions occurring in Elba.

Opposite activity patterns (mostly diurnal for humans, mostly nocturnal for pine martens) might facilitate the co-existence between humans and pine martens. Temporal segregation might not be the mechanism that allows the co-existence of pine martens and cats as they have similar activity patterns.

We found that pine marten had high probability of occurring (>0.63) across all vegetation types and elevations sampled. Surprisingly, we found no association between the occurrence of pine martens and the other two species, despite the pervasive presence of both humans and cats throughout the area.

On Elba, pine martens are the only wild carnivore present and domestic cats could act as their main competitors. Also, due to tourism, the number of people in the island increases drastically during the summer. Thus, Elba is a great place to explore pine martensโ€™ response to humans and cats.

๐Ÿ“ฃAnother paper out๐Ÿ“ฃ

This one is a fun collaboration with @emanzo.bsky.social and the Fondazione Ethoikos team. Using #cameratraps, we explored whether European pine martenโ€™s occurrence and activity were associated with the presence of humans and domestic cats on Elba Island. ๐Ÿƒ๐Ÿšต๐Ÿˆโ€โฌ›

Thank you
A great job opportunity at #ForestGEO, the global network of forest dynamics plots, based at the Smithsonian Tropical Research Institute in Panama. Highly recommended to forest ecologists. #vacancy
forestgeo.si.edu/forestgeo-st...
ForestGEO Staff Scientist - Research Ecologist, South & Central American Tropical Forests
The Forest Global Earth Observatory (ForestGEO) is a global network of forest research plots and scientists dedicated to the study of forest function and diversity.
forestgeo.si.edu

Reposted by Fabiola Iannarilli

New paper! We've just published a manuscript covering technical details of the AI models behind Wildlife Insights, with systematic analysis at scale of cropping vs not cropping in #CameraTrap image classifiers ๐ŸซŽ๐ŸฆŒ๐Ÿฆ’๐Ÿฆ˜๐Ÿชฟ๐Ÿซ๐Ÿ˜๐Ÿซ๐Ÿฆฌ๐Ÿฆ›๐Ÿฟ๏ธ

ietresearch.onlinelibrary.wiley.com/doi/10.1049/...
To crop or not to crop: Comparing wholeโ€image and cropped classification on a large dataset of camera trap images
In this work, the authors assess the hypothesis that classifying animals cropped from camera trap images using a species-agnostic detector yields better accuracy than classifying whole images. We fin....
ietresearch.onlinelibrary.wiley.com

Reposted by Fabiola Iannarilli

Writing my first #faculty apps (nerve wracking)! Any advice you wish you had the first time you applied? What do you like to see in an applicant's packet? All tips welcome. #AcademicSky #EarlyCareer #ECR #WomenInSTEM #STEM #PostDoc #PhDSky

Reposted by Fabiola Iannarilli

Rhinos!

I am looking for good books/papers about the natural history of African rhinos.
Behavior, diet, sociality, breeding, everything you can think of.

Please share this so I get to the people who know :)

*I took these pics in South Africa in 2017, they are here to get your attention
Women are under-represented at senior levels in #academia globally, & across all #science ๐Ÿงช disciplines, as shown by these "scissor-shaped curves" โœ‚๏ธ

So how can we ever achieve #gender #equality?

We discuss various strategies in this #Cell Commentary

#WomeninSTEM

www.cell.com/cell/fulltex...
๐Ÿงต 1/

Reposted by Fabiola Iannarilli

Until the next Animove in 2025, please find all lecture recordings and downloads here.
animove.org/lecture-reco...
lecture recordings 2024 | AniMove
animove.org

Oh, I see. Very interesting idea. It is definitely worth doing some tests with simulated data. We have code for creating those :)

Hi Ollie, we provide an example in the tutorials using brms, but it should be possible to also use JAGS/nimble
hms-activity.netlify.app/app#bay
Tutorial 10 Appendix | A โ€˜How-toโ€™ Guide for Estimating Animal Diel Activity Using Hierarchical Models
This document contains how-to tutorials that illustrate the use of hierarchical models for the analysis of activity patterns. It accompanies the manuscript Iannarilli et al.ย 2024. Journal of Animal Ec...
hms-activity.netlify.app

Thank you, @mattwuensch.bsky.social. Glad to hear people find this useful