In recent years, drone technologies have been explored for a range of applications in conservation including (but not limited to) mapping, biodiversity inventories, antipoaching patrols, wildlife tracking, and fire monitoring. The rise of customizable, open-source drones like those of ArduPilot and OpenROV hold promise for more effective conservation applications, and combined with other monitoring sensors and devices, they are capable of collecting high-resolution data quickly, noninvasively, and at relatively low cost.
However, challenges remain in putting these tools to use. A recent paper reviewing 256 conservation drone projects highlighted some of these major obstacles, ranging from unintended social and ecological consequences of drone operations to still prohibitive costs, both in terms of hardware and in terms of storing and processing large volumes of data. The longstanding challenge of power/battery life remains as well.
If you're considering trying out drones for yourself, and want to explore the possibilities and understand the major conversations happening around this technology, check out these beginner's resources and conversations from across the WILDLABS platform:
Three Resources for Beginners:
- Conservation Technology User Guidelines Issue 5: Drones, World Wildlife Fund | Drones, best practices, ethics, regulations, case studies
- WILDLABS Virtual Meetup Recording: Drones, Craig Elder, Dr. Claire Burke, and Gabriel Levin | Drones, thermal camera, wildlife crime, ML, biologging
- New Paper: Drones and Bornean Orangutan Distribution, Sol Milne | Drones, data analysis, citizen science, community science, primates
Three Forum Threads for Beginners:
- Curious about radio-tracking with drones? | Wildlife Drones, Biologging (5 replies)
- Drones for GIS Best practice Document | Adrian Hughes, Drones (10 replies)
- WWF Conservation Technology Series: Drones in Conservation | Aurélie Shapiro, Drones (7 replies)
Three Tutorials for Beginners:
- How do I use a drone to capture radio-tracking data? | Debbie Saunders, Tech Tutors
- How do I choose the right drone for my conservation goals? | Shashank Srinivasan, Tech Tutors
- How do I strategically allocate drones for conservation? | Elizabeth Bondi, Tech Tutors
Want to know more about using drones, and learn from experts in the WILDLABS community? Make sure you join the conversation in our Drones group!
*Header photo: Parker Levinson, Point Blue Conservation Science
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- @serena.le
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Conservation tech enthusiast
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- @johnjoseph
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I am a mechanical engineer with diverse industry experience and a passion for innovative technology. As a technology and engineering entrepreneur, I focus on creating solutions that blend advanced engineering with a commitment to nature and forest conservation.
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- @lampros
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I am a Data and Remote Sensing Analyst specializing in programming (R, Python) at Monopteryx, contributor to open-source projects related to machine-, deep-learning, remote sensing and interested in Biodiversity
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WildTrack
Research, development and implementation of non-invasive montoring for endangered species



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My research focuses on using Next-Generation Sequencing (NGS) to study endangered species, including carnivores, chiropterans (bats), and lizards, as well as their microbiomes.
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- @iagosilvestre
- | he/him
Universidade Federal de Santa Catarina (UFSC)
I'm a Ph.D. Student in Automation and System Engineering Program from the Federal University of Santa Catarina-Brazil. My main research interests are Multiagent Systems and Embedded Systems.

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Master's @ Georgia Tech - Computer Science
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- @georg_strunck
- | he/him
Delft University of Technology & SPOTS | Strategic Protection Of Threatened Species
MSc Student in Aerospace/Robotics @TU_Delft | Engineer & Project Manager @StrategicProtectionOfThreatenedSpecies (SPOTS) | Robotics Engineer @BiodivX with @ETH Zürich for the xPrize rainforest competition

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- @felipeccalegari
- | he/him
Universidade Federal de Santa Catarina (UFSC)
Master student in Automation Engineering at Federal University of Santa Catarina (UFSC) in Brazil. Areas of interest: embedded systems, robotics, multiagent systems

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- @SamuelNtimale
- | Him
Samuel Nti, a conservationist at APLORI, uses bioacoustics to protect endangered birds. His current work focuses on the African Grey Parrot in Nigeria, where he employs Passive Acoustic Monitoring (PAM) to inform conservation strategies.

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Come and do the first research into responsible AI for biodiversity monitoring, developing ways to ensure these AIs are safe, unbiased and accountable.
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WildLabs will soon launch a 'Funding and Finance' group. What would be your wish list for such a group? Would you be interested in co-managing or otherwise helping out?
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13 March 2024
Catch up on the conservation tech discussions and events that happened during World Wildlife Day 2024!
7 March 2024
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29 February 2024
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9 January 2024
A little off the typical path for Wildlabs - and probably not the sort of drone people typically think about here 😄 - but I find robotic agriculture very interesting, with the potential to greatly reduce use of poison...
29 November 2023
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Description | Activity | Replies | Groups | Updated |
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hi Stephen, Kites have gimbals too (ranging from simple strings to metal rigs) and you can connect to a camera much like a drone. In my case I have a gimbal... |
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Drones | 7 years 3 months ago | |
Hi Chris, Your project sounds interesting! How's it coming along? I'm based in the SF Bay Area. I don't have much drone experience, but it's something... |
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Drones | 7 years 7 months ago | |
Hi, I would like to share this article with good social reflections about drones and mapping: https://forestcompass.org/drones-pros-... |
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Drones | 7 years 8 months ago | |
Excellent - started reading this yesterday. This is a very timely and pertinent paper. Thanks for sharing. |
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Drones | 7 years 11 months ago | |
Hi Mazidi, all the systems that I recommended are separate systems with their own GPS, not connected to the drone. Just the last one was the only finished product. Good luck... |
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Drones | 7 years 11 months ago | |
The European Space Agency have an exciting funding opportunity coming up and got in touch with us to ask that we share it with you,... |
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Drones | 8 years 1 month ago | |
For those who couldn't make it to the webinar, there's a recording at https://drive.google.com/file/d/0B0smOWFNRzuoLXpPSWREUnE2YzA/view. What do people think? Is this the... |
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Drones | 8 years 1 month ago | |
People in this thread might be interested in this special issue of remote sensing in ecology and conservation, looking for papers on "New Approaches to Citizen Science... |
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Drones | 8 years 1 month ago | |
Cool! Thanks @Tomas Starnes. Meanwhile, http://precisionmapper.com/ has adopted the freemium model, so the first 60 maps by year are free, It's not open source but... |
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Drones | 8 years 1 month ago | |
Hey @ahughes_rspb , thanks for starting this thread! It would be really useful to share experience on GCPs in particular. We're about to start experimenting by... |
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Drones | 8 years 2 months ago | |
Hi Marcelo, To improve autonomy, you'll either need less weight on your drone, better batteries, or what about a fixed wing aircraft? Look at the parrot disco - it... |
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Drones | 8 years 3 months ago | |
This is really fascinating! This could also be potentially useful as a way to distribute vaccines for wildlife and livestock! |
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Drones | 8 years 3 months ago |
Here's what you missed at World Wildlife Day 2024
7 March 2024 9:02pm
Machine Learning Postdoc Position, Understory
29 February 2024 11:56pm
Wildlife Drones will be hosting in-person demos in the U.S.
12 February 2024 3:32am
Passionate engineer offering funding and tech solutions pro-bono.
23 January 2024 12:06pm
26 January 2024 3:18pm
Hi Krasi! Greetings from Brazil!
That's a cool journey you've started! Congratulations. And I felt like theSearchLife resonates with the work I'm involved round here. In a nutshell, I live at the heart of the largest remaining of Atlantic forest in the planet - one of the most biodiverse biomes that exist. The subregion where I live is named after and bathed by the "Rio Sagrado" (Sacred River), a magnificent water body with a very rich cultural significance to the region (it has served as a safe zone for fleeing slaves). Well, the river and the entire bioregion is currently under the threat of a truly devastating railroad project which, to say the least is planned to cut through over 100 water springs!
In face of that the local community (myself included) has been mobilizing to raise awareness of the issue and hopefully stop this madness (fueled by strong international forces). One of the ways we've been fighting this is through the seeking of the recognition of the sacred river as an entity of legal rights, who can manifest itself in court, against such threats. And to illustrate what this would look like, I've been developing this AI (LLM) powered avatar for the river, which could maybe serve as its human-relatable voice. An existing prototype of such avatar is available here. It has been fine-tuned with over 20 scientific papers on the Sacred River watershed.
And right now myself and other are mobilizing to manifest the conditions/resources to develop a next version of the avatar, which would include remote sensing capacities so the avatar is directly connected to the river and can possibly write full scientific reports on its physical properties (i.e. water quality) and the surrounding biodiversity. In fact, myself and 3 other members of the WildLabs community have just applied to the WildLabs Grant program in order to accomplish that. Hopefully the results are positive.
Finally, it's worth mentioning that our mobilization around providing an expression medium for the river has been multimodal, including the creation of a shortfilm based on theatrical mobilizations we did during a fest dedicated to the river and its surrounding more-than-human communities. You can check that out here:
Let's chat if any of that catches your interest!
Cheers!
2 February 2024 1:22pm
Hi Danilo. you seem very passionate about this initiative which is a good start.
It is an interesting coincidence that I am starting another project for the coral reefs in the Philipines which also requires water analytics so I can probably work on both projects at the same time.
Let's that have a call and discuss, will send you a pm with my contact details
There is a tech glitch and I don't get email notifications from here.
Reasonable price for drone pilot (south africa)?
27 January 2023 11:20am
16 January 2024 12:21pm
Hello Stephanie,
I am not sure if you are still monitoring this thread, but if you need any information, please let me know. I have flown drones for a couple of years in Zimbabwe and South Africa in conservation and anti-poaching operations. I would be happy to answer any questions you may have.
Regarding the £500-700 range you mentioned, it seems waaaayyyy overpriced. Those rates are usually charged by lawyers and accountants in South Africa.
If you have found the information you were seeking, I wish you all the best.
Quin
26 January 2024 10:39pm
Hi Steph,
I think everyone below has summarised it pretty well.
A couple of comments to add.
Select your pilot well - We offer drone flying services. This wasn't our intention, initially, however we have determined that there are many drone pilots, but fewer who do it really well. Having said that, we work predominantly with animal tracking equipment, not just flying straight line vectors, if this is what you are undertaking.
In Australia, fees to become a pilot are about $5,000 AUD, and a reasonable commercial drone with changeable payload capability costs around $20,000- $30,000 AUD, and then as is suggested below, there are insurance and factoring in repairs and maintenance, and of course eventual replacement costs, travel, an hourly rate as wages etc. Obviously, the day rates you have listed aren't profit, they include cost.
Paul
Wildlife Drones
28 January 2024 4:59pm
Hi, I have used a commercial company for drone work for my PhD and they were willing to give me a significant discount for research purposes. One thing to consider is that in SA a drone pilot requires a pilots license and there is quite some red tape to go through which does make it much more complex than just going out and buying a drone oneself. The price you mention seems on the high side to me but I'm not sure if that already includes the drone, sensors, flight permissions, travel of the pilot to and from your location and any other costs.
Need advice - image management and tagging
12 January 2024 7:55pm
15 January 2024 8:47pm
Interesting, Iʻll give it a shot. Looks like this could save me some time.
Thanks for the explanation @wade!
24 January 2024 5:16pm
I have no familiarity with Lightroom, but the problem you describe seems like a pretty typical data storage and look up issue. This is the kind of problem that many software engineers deal with on a daily bases. In almost every circumstance this class of problem is solved using a database.
In fact, a potentially useful analysis is that the Lightroom database is not providing the feature set you need.
It seems likely that you are not looking for a software development project, and setting up you own DB would certainly require some effort, but if this is a serious issue for your work, you hope to scale your work up, or bring many other participants into your project, it might make sense to have an information system that better fits your needs.
There are many different databases out there optimized for different sorts of things. For this I might suggest taking a look at MongoDB with GridFS for a couple of reasons.
- It looks like you meta data is in JSON format. Many DBs are JSON compatible, but Mongo is JSON native. It is especially good at storing and retrieving JSON data. Its JSON search capabilities are excellent and easy to use. It looks like you could export your data directly from Lightroom into Mongo, so it might be pretty easy actually.
- Mongo with the GridFS package is an excellent repository for arbitrarily large image files.
- It is straightforward to make a Mongo database accessible via a website.
- They are open source (in a manner of speaking) and you can run it for free.
Disclaimer: I used to work for MongoDB. I don't anymore and I have no vested interest at all, but they make a great product that would really crush this whole class of problem.
25 January 2024 8:32am
Hi!
I would take a look at
Although developed for camera trap imagery, it is by no means restricted to such.
Cheers,
Lars
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12 July 2023 3:58pm
During Andrew's talk, @dmorris put out a call in the chat that might be relevant to folks catching up on the video, so I'll drop it here too:
Re: Andrew's fish work... part of the reason I got in touch with Andrew a few weeks ago is that I'm trying to keep track of public datasets and public models for marine video that have basically this gestalt (video where fish look fishy-ish). I think we're getting close to enough public data to train a general-purpose model that will work well across ecosystems. My running list of datasets is here:
https://lila.science/otherdatasets#images-marine-fish
Let me know if folks know of others!
There are also a grand total of two public models that I'm aware of that sort of fall into this category... one is Andrew's:
https://github.com/ajansenn/KakaduFishAI
The other is:
https://github.com/warplab/megafishdetector
If folks know of other publicly-available models, let me know about those too!
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