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# Programme
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Slides are linked below where available, and [collated on Figshare](https://doi.org/10.6084/m9.figshare.c.8051500).
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| Session | Presenter |
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| -------------------------------------------------------------------------------------------- | ------------------------------------------------- |
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| **Day 1** | |
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| [Welcome and Introduction](http://doi.org/10.6084/m9.figshare.30207115) | [Martin Wikelski](https://www.ab.mpg.de/person/98226), [Ulrik Pagh Schultz Lundquist](https://portal.findresearcher.sdu.dk/en/persons/ulrik-pagh-schultz-lundquist) |
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| [Scaling Up Behavioural Ecology](https://doi.org/10.6084/m9.figshare.30207295) | [Blair Costelloe](https://blaircostelloe.com) |
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| [Whale conservation: drone-based monitoring, its promise, and barriers to global adoption](https://doi.org/10.6084/m9.figshare.30208063) | [Maevatiana Ratsimbazafindranahaka](https://rmaevatiana.com) |
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| [Understanding the ecosystem of datasets in AI/Computer vision](https://doi.org/10.6084/m9.figshare.30195937) | [Hemal Naik](https://www.hemalnaik.com) |
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| [Deterring human wildlife conflict](https://doi.org/10.6084/m9.figshare.30195826) | [Sam Penny](https://www.linkedin.com/in/samuel-penny-01aa2220b) |
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| Academic career paths, industrial options, and speaker stories | [Steve Bullock](https://steve.engineer); [Sam Penny](https://www.linkedin.com/in/samuel-penny-01aa2220b), [Elzbieta Pastucha](https://www.linkedin.com/in/elżbietawpastucha/), [Daniel Rubenstein](https://eeb.princeton.edu/people/daniel-rubenstein) |
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| **Day 2** | |
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| Collective behaviours in wild Indian wolves | [Adwait Deshpande](https://www.ab.mpg.de/person/111829) |
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| Drones for Nature Conservation – New Paradigms to Extend Environmental Monitoring Missions | [Salua Hamaza](https://saluahamaza.eu) |
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| [Navigating the social and political implications of using drones in conservation](https://doi.org/10.6084/m9.figshare.30207892) | [Naomi Millner](https://www.bristol.ac.uk/people/person/Naomi-Millner-b593e7f6-07c1-4d0c-9ba2-3060a1353848/) |
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| Automatic Animal Behavior Inference Tutorial: How to Rapidly Annotate Behavior on Long Drone Videos? | [Aamir Ahmad](https://www.aamirahmad.de) |
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| [Poster session](posters) | Student participants |
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| **Day 3** | |
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| How Machine Learning is Changing the Way Behavior can be Studied | [Daniel Rubenstein](https://eeb.princeton.edu/people/daniel-rubenstein) |
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| On the Interface between Conservation and Animal Culture | [Caroline Schuppli](https://www.ab.mpg.de/person/110356) |
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| Aerial Robots for Biodiversity Surveys in the Amazon: Lessons Learned and Future Opportunities from the XPRIZE Rainforest Competition | [Stefano Mintchev](https://usys.ethz.ch/en/people/profile.MjczNjI4.TGlzdC8yODUyLDMyMDE5NzIyMg==.html) |
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| Talk and tutorial: Animal Tracking with Trex | [Angela Albi](https://www.linkedin.com/in/angela-albi-401a3968/) |
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| **Day 4** | |
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| Minimising acoustic drone disturbance to wildlife using species audiograms | [Isla Duporge](https://eeb.princeton.edu/people/isla-duporge) |
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| Workshop: What we talk about when we talk about design | [Mike Costelloe](https://costelloecreative.com) |
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| Natural and bio-inspired technologies reveal the importance of information networks in the sky for movement efficiency | [Hannah Williams](https://www.ab.mpg.de/person/104107) |
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| Tour of the Imaging Hangar | [Mathias Günther](https://www.ab.mpg.de/person/103344/2724), [Giovanni Reina](https://www.giovannireina.com) |
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| **Day 5** | |
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| Integrating LLMs in robotics and drones ([session resources](resources#integrating-llms-in-robotics--drones)) | [Alejandro Jarabo Peñas](https://portal.findresearcher.sdu.dk/en/persons/alejp) |
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| Collective migration in soaring birds | [Andrea Flack](https://www.ab.mpg.de/person/98269) |
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| Flying Drones for Nature Conservation in the WildDrone Project | [Tom Richardson](https://research-information.bris.ac.uk/en/persons/tom-s-richardson) |
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| AI for Nature: From Science to Impact | [Tanya Berger-Wolf](https://cse.osu.edu/people/berger-wolf.1) |
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| Panel discussion: Biology and Robotics: Challenges ahead and integration between different sciences | [Tanya Berger-Wolf](https://cse.osu.edu/people/berger-wolf.1), [Stefano Mintchev](https://usys.ethz.ch/en/people/profile.MjczNjI4.TGlzdC8yODUyLDMyMDE5NzIyMg==.html), [Tom Richardson](https://research-information.bris.ac.uk/en/persons/tom-s-richardson), [Daniel Rubenstein](https://eeb.princeton.edu/people/daniel-rubenstein) |
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![University of Konstanz aerial photo](/img/u_konstanz.jpg)
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# Posters
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![WildDrone Summer School poster session](/img/summerschool-posters.jpg)
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# Resources
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## Integrating LLMs in Robotics & Drones

docs/03-summer-school/index.md

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The WildDrone Summer School was held in September 2025 at the [Max Planck Institute for Animal Behavior](https://www.ab.mpg.de) in Konstanz, Germany. Sessions were delivered by 26 leading researchers and experts in animal behaviour, AI, robotics, and more, with 31 student participants from across the EU and the world.
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## Sessions
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:::info
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Slides are linked below where available, and [collated on Figshare](https://doi.org/10.6084/m9.figshare.c.8051500).
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View the [programme](summer-school/programme) including published proceedings, and [student posters](summer-school/posters).
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| Session | Presenter |
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| -------------------------------------------------------------------------------------------- | ------------------------------------------------- |
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| **Day 1** | |
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| [Welcome and Introduction](http://doi.org/10.6084/m9.figshare.30207115) | [Martin Wikelski](https://www.ab.mpg.de/person/98226), [Ulrik Pagh Schultz Lundquist](https://portal.findresearcher.sdu.dk/en/persons/ulrik-pagh-schultz-lundquist) |
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| [Scaling Up Behavioural Ecology](https://doi.org/10.6084/m9.figshare.30207295) | [Blair Costelloe](https://blaircostelloe.com) |
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| [Whale conservation: drone-based monitoring, its promise, and barriers to global adoption](https://doi.org/10.6084/m9.figshare.30208063) | [Maevatiana Ratsimbazafindranahaka](https://rmaevatiana.com) |
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| [Understanding the ecosystem of datasets in AI/Computer vision](https://doi.org/10.6084/m9.figshare.30195937) | [Hemal Naik](https://www.hemalnaik.com) |
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| [Deterring human wildlife conflict](https://doi.org/10.6084/m9.figshare.30195826) | [Sam Penny](https://www.linkedin.com/in/samuel-penny-01aa2220b) |
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| Academic career paths, industrial options, and speaker stories | [Steve Bullock](https://steve.engineer); [Sam Penny](https://www.linkedin.com/in/samuel-penny-01aa2220b), [Elzbieta Pastucha](https://www.linkedin.com/in/elżbietawpastucha/), [Daniel Rubenstein](https://eeb.princeton.edu/people/daniel-rubenstein) |
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| **Day 2** | |
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| Collective behaviours in wild Indian wolves | [Adwait Deshpande](https://www.ab.mpg.de/person/111829) |
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| Drones for Nature Conservation – New Paradigms to Extend Environmental Monitoring Missions | [Salua Hamaza](https://saluahamaza.eu) |
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| [Navigating the social and political implications of using drones in conservation](https://doi.org/10.6084/m9.figshare.30207892) | [Naomi Millner](https://www.bristol.ac.uk/people/person/Naomi-Millner-b593e7f6-07c1-4d0c-9ba2-3060a1353848/) |
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| Automatic Animal Behavior Inference Tutorial: How to Rapidly Annotate Behavior on Long Drone Videos? | [Aamir Ahmad](https://www.aamirahmad.de) |
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| [Poster session](summer-school/posters) | Student participants |
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| **Day 3** | |
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| How Machine Learning is Changing the Way Behavior can be Studied | [Daniel Rubenstein](https://eeb.princeton.edu/people/daniel-rubenstein) |
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| On the Interface between Conservation and Animal Culture | [Caroline Schuppli](https://www.ab.mpg.de/person/110356) |
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| Aerial Robots for Biodiversity Surveys in the Amazon: Lessons Learned and Future Opportunities from the XPRIZE Rainforest Competition | [Stefano Mintchev](https://usys.ethz.ch/en/people/profile.MjczNjI4.TGlzdC8yODUyLDMyMDE5NzIyMg==.html) |
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| Talk and tutorial: Animal Tracking with Trex | [Angela Albi](https://www.linkedin.com/in/angela-albi-401a3968/) |
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| **Day 4** | |
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| Minimising acoustic drone disturbance to wildlife using species audiograms | [Isla Duporge](https://eeb.princeton.edu/people/isla-duporge) |
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| Workshop: What we talk about when we talk about design | [Mike Costelloe](https://costelloecreative.com) |
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| Natural and bio-inspired technologies reveal the importance of information networks in the sky for movement efficiency | [Hannah Williams](https://www.ab.mpg.de/person/104107) |
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| Tour of the Imaging Hangar | [Mathias Günther](https://www.ab.mpg.de/person/103344/2724), [Giovanni Reina](https://www.giovannireina.com) |
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| **Day 5** | |
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| Integrating LLMs in robotics and drones ([session resources](summer-school/resources#integrating-llms-in-robotics--drones)) | [Alejandro Jarabo Peñas](https://portal.findresearcher.sdu.dk/en/persons/alejp) |
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| Collective migration in soaring birds | [Andrea Flack](https://www.ab.mpg.de/person/98269) |
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| Flying Drones for Nature Conservation in the WildDrone Project | [Tom Richardson](https://research-information.bris.ac.uk/en/persons/tom-s-richardson) |
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| AI for Nature: From Science to Impact | [Tanya Berger-Wolf](https://cse.osu.edu/people/berger-wolf.1) |
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| Panel discussion: Biology and Robotics: Challenges ahead and integration between different sciences | [Tanya Berger-Wolf](https://cse.osu.edu/people/berger-wolf.1), [Stefano Mintchev](https://usys.ethz.ch/en/people/profile.MjczNjI4.TGlzdC8yODUyLDMyMDE5NzIyMg==.html), [Tom Richardson](https://research-information.bris.ac.uk/en/persons/tom-s-richardson), [Daniel Rubenstein](https://eeb.princeton.edu/people/daniel-rubenstein) |
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![University of Konstanz aerial photo](/img/u_konstanz.jpg)

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