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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- @Margaret
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- @Kwabs22
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I'm a dynamic environmental conservationist driving change through research and innovation. I merge farming experience with agroforestry skills and drone technology, fueled by a passion for sustainable agriculture, championing a greener future for a sustainable food system.
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Conservation X Labs
Inventor/Engineer at Parula Innovations, Hardware Engineer for Sentinel at Conservation X Labs, (Recovering) Field Biologist
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Research software engineer working in computer vision for animal behaviour
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I help conservation scientists spend less time on boring stuff.



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- @mlamb2
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PhD Student working on a computer vision model to detect colonial waterbirds along the Texas coast in aerial imagery
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The World Can Be Better
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- @Gcharron
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Cofounder of Outreach Robotics, I have a master in mechanical engineering and I thrive on developing new technology for field scientists using remote controlled robots.


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- @ppebs
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Primatologist who studies human-primate coexistence and self-medicative behavior in non-human primates
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Liverpool John Moores University
Sensors, remote sensing, embedded systems, Drones
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Wildlife Drones
Wildlife Drones has developed the world’s most innovative radio animal-tracking system using drones so you can track your radio-tagged animals like never before.


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- @GrecoBobby
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PhD Student Clemson University. Investigating applied management techniques in crocodilians
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Read about the advice provided by AI specialists in AI Conservation Office Hours 2025 earlier this year and reflect on how this helped projects so far.
6 August 2025
While learning from our ecological restoration project managers’ experience, the Assistant Project Manager will provide essential technical and logistical support to the team. This role will focus on fieldwork, data...
10 July 2025
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Island Conservation seeks an experienced and strategic Drone Operations Manager to lead and expand our drone-based restoration efforts. This position will be responsible for establishing and maintaining a drone fleet...
8 July 2025
Using Ultra-High-Resolution Drone Imagery and Deep Learning to quantify the impact of avian influenza on northern gannet colony of Bass Rock, Scotland. Would love to hear if you know of any other similar exaples from...
12 June 2025
Conservation International is proud to announce the launch of the Nature Tech for Biodiversity Sector Map, developed in partnership with the Nature Tech Collective!
1 April 2025
Link
An open database for accessing, contributing, analyzing, and visualizing remote sensing-based tree mortality data. Beta version
9 March 2025
Osa Conservation is launching our inaugural cohort of the ‘Susan Wojcicki Research Fellowship’ for 2025, worth up to $15,000 per awardee (award value dependent on project length and number of awards given each year)....
10 February 2025
Careers
Strategic Protection Of Threatened Species (NGO) is looking for engineering interns at the Dinokeng Game Reserve, South Africa
6 February 2025
Over the years, a large number of developments have gone up in the area that I live in and the municipality is not doing what they should when it comes to upholding the laws that have been put in place to protect the...
20 January 2025
A PhD opportunity for anyone interested in coastal drone surveys, seaweeds, climate change and the chance to do a whole bunch of different computer modelling including AI-driven species distribution modelling to assess...
30 December 2024
Interesting webinar on the use of advanced technologies(e.g. Artificial Intelligence, cloud computing, drones, camera traps and satellites) for biodiversity monitoring in the Amazon. Also available in Spanish.
25 November 2024
Careers
We are hiring a computer vision developer at the University of Florida!
20 November 2024
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33 Products
Recently updated products
Description | Activity | Replies | Groups | Updated |
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Hats off to your team for this absolute game-changing technology! We rescue stray and wild animals in Taiwan, and the bulk of our work is saving animals maimed by wire snares... |
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AI for Conservation, Drones, Emerging Tech, Human-Wildlife Coexistence, Wildlife Crime | 8 months 3 weeks ago | |
Adrian,Many thanks for v2.0 of the GIS best practices document. How does one obtain a copy of the RSPB code of practice B09 referenced in the best practices document? The link in... |
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Drones | 9 months ago | |
Hi,I wonder if anyone could provide a synopsis of where drone tech currently sites for autonomous usage and AI implementation for surveys... |
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Drones | 9 months 1 week ago | |
No problem at all Yu (@JY) and good luck with your studies! Happy to discuss this and any other ideas any time.All the best,Rob |
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Sensors, Animal Movement, Connectivity, Drones, Open Source Solutions, Emerging Tech | 9 months 2 weeks ago | |
180m is indeed very high and from above. I think a 640x512 thermal sensor with a 70mm lens can see animals at at 180m from sideways and could recognise something as a deer, but... |
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Drones, Human-Wildlife Coexistence | 10 months ago | |
Hi @benweinstein !Surely a general detector might be very useful for detecting objects in aerial imagery! Maybe something similar to what MegaDetector does in camera trap images,... |
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AI for Conservation, Open Source Solutions, Protected Area Management Tools, Drones, Geospatial | 11 months ago | |
RealityCapture is now free to use for students, educators, and hobbyists and for companies making less than $1 million USD/year.Best regards!Steffen |
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Drones | 1 year ago | |
Hi all,maybe it helps 😉 My free manual 'Drones in Biomonitoring' - https://doi.org/10.5281/zenodo.8077113 can help to get (more) knowledge how to proceed easily and successfully... |
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Drones, Marine Conservation, Wildlife Crime | 1 year ago | |
Hi all,maybe it helps 😉 My free manual 'Drones in Biomonitoring' - https://doi.org/10.5281/zenodo.8077113 can help to get (more) knowledge how to proceed easily and successfully... |
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Drones | 1 year ago | |
Thank you for elaborating, @evebohnett ! And for the heads ups! |
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Camera Traps, Drones | 1 year 3 months ago | |
We will be conducting in-person demos of our cutting-edge drone technology in the US this year! 🇺🇸 If you're interested in experiencing... |
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Animal Movement, Drones, Geospatial, Software Development | 1 year 6 months ago | |
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... |
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Acoustics, AI for Conservation, Animal Movement, Camera Traps, Citizen Science, Climate Change, Community Base, Connectivity, Drones, Emerging Tech, Human-Wildlife Coexistence, Open Source Solutions, Sensors, Software Development, Wildlife Crime, Funding and Finance | 1 year 6 months ago |
WILDLABS Virtual Meetup Recording: Drones

9 November 2019 12:00am
How do you weigh a live whale?
9 October 2019 12:00am
Aerial Seeding with drones: reforestation Workshop in Brazil next November
2 September 2019 4:51pm
Tips to create a reforestation platform.
25 August 2019 11:37pm
[ARCHIVE] Promises and Pitfalls of Conservation Drones webinar (June 6)
3 June 2019 11:37am
22 August 2019 5:24pm
It is indeed. You can watch it here:
https://consbio.org/products/webinars/scgis-webinar-promises-and-pitfalls-conservation-drones
I'll also see if we can add it to our resources area for ease of access. Leave it with me.
Workshop: Drones in the Coastal Zone

13 August 2019 12:00am
From the Field: Melissa Schiele
10 June 2019 12:00am
SALE: WingCopter HeavyLift drone, LiDAR, Multispektral camera, NextVision NightHawk
5 June 2019 10:20am
Circular Polarising Filters for the Mavic 2 Pro
29 April 2019 2:36pm
8 May 2019 7:23pm
I like the stuff Polar Pro puts out. I think they are some of the best you can get and it is what I use.
4 June 2019 3:31pm
Thank you for the tip! Shall try and pick up a set soon.
Drone flight in Indonesia
16 April 2019 12:08pm
17 April 2019 4:14pm
Hi Sophie,
The best thing would be to get in contact with the Department of Civil Aviation in the Indonesian state you're working in. You're right that you can fly without a permit for at low altitude in most places, but there may be diferent restrictions if the drone is used for research purposes so its worth checking. I received a license for drone work in Sabah (Malaysian Borneo) and they mainly wanted to know the drone specs, activities, flight coordinates, dates and if possible, times. The only restriction they gave us was to fly below 300 m,
There is usually a lot of back and forth between departments about who is ultimately responsible but they should be able to get it processed, as there are groups in Kalimantan using drones pretty regularly. Please let me know if you have any issues or need any other info.
Best wishes,
Sol
18 April 2019 5:07pm
Thanks so much Sol! How long did it take you to get permission to fly? And were there any costs associated with getting the permit?
4 June 2019 1:33pm
Hi Sophie,
Sorry- I only just saw your reply!
It took about 3 months to get it through the department of civil aviation, but this doesn't mean much, because the Indonesian system may be pretty different. It cost 250RM (£50) for each drone.
Cheers,
Sol
Canopy height mapping with drones
31 May 2019 12:00am
Technology for Wildlife and the Looming Spectre of E-Waste
3 May 2019 12:00am
WILDLABS Virtual Meetup: Low Cost, Open-Source Solutions

18 March 2019 12:00am
#Tech4Wildlife Photo Challenge: Our Favourites from 2019
3 March 2019 12:00am
Using Swiss AI and Drones to Count African Wildlife
18 February 2019 12:00am
Getting up close and personal with Antarctica's orcas
4 February 2019 12:00am
Drones with thermal imaging
21 January 2019 10:34am
Viral bear video shows how drones threaten wildlife – and what to do about it
22 November 2018 12:00am
Infrared filters for drone cameras
3 August 2017 11:17am
22 August 2017 3:09am
Although not for NDVI but worth a mention for anyone looking at converting a camera into IR only.
I have had sucess using a DIY filter made out of blank processed camera film from a disposable camera. So long as you can still find somewhere to process the film (or do it yourself) you just cut the processed film (negatives) and replace the digital cameras IR filter (placed over the cameras sensor). This will simply turn the camera into an IR camera only so won't fit your requirement for NDVI but thought that it is worth posting if others are looking at converting a camera or Go-Pro into an IR camera.
23 May 2018 9:41am
Hi Thom,
Did you have any luck with the DIY sensor?
Sam
10 November 2018 11:40am
If you need a piece of exposed (black) film then please get in touch. I still take "real" slides and have a few black frames at start and end of each roll of film.
Drones, Orangutans, and Strangler Figs in Malaysian Borneo
22 October 2018 12:00am
Multispectral Cameras
27 September 2018 2:38pm
Underwater Robot Trained to Kill Coral-Destroying Reef Starfish
18 September 2018 12:00am
Thermal imaging, drones, and sea turtles: a case study using FLIR’s new Duo Pro R camera
23 August 2018 12:00am
Drone Applications in Water Quality Research?
14 March 2018 4:42pm
16 March 2018 5:49am
Hi Ned,
Thank you so much for your response!
I absolutely agree- going out and testing flights over water at different angles and times of the day would be best. I'll look into a polarizing filter. I have spoken with some colleagues who recommend flying between noon and 3pm, and also that a cloudy day with diffused light can actually be quite helpful to avoid glint. I will look into the oil spill mapping - sounds very interesting. I've also heard that drones are sometimes restricted from oil spill regions due to risks of battery-caused fires (if the drones fall into the water).
Ved! Fantastic idea. I used to work with him down at Ames, so I will certainly reach out. Thank you for the reminder!
Cheers,
Chippie
6 June 2018 6:48pm
Hi CHippie - I am wondering how your thoughts are progressing on this topic? Please let us know an update.
Thanks
Michael
9 June 2018 12:10am
Hi Michael!
Thanks so much for following up. I have yet to really get my feet wet with drones & algal blooms (my water quality issue of interest at the moment), but what I gathered from my literature review is that hyperspectral cameras are a much more precise option than multispectral cameras for algal identification. I'm hoping to try out a red-edge camera to see if there is anything spectrally interesting, as I do not currently have access to a hyperspectral camera. For the time being, I am hoping to play with a MicaSense camera over wet habitat and see if anything can be observed. I'll keep you posted if I find anything of interest!
Thanks,
Chippie
From drone swarms to tree batteries, new tech is revolutionising ecology and conservation

9 May 2018 12:00am
Tethered UAVs
14 March 2018 4:29pm
27 April 2018 11:46pm
Thanks - I did look into blimps but the helium problem is a big one for remote work. I do have a couple UAVs but the area I work is tricky (airport, waterdrome, and helicopter landing with occasional ships that carry helicopters). my hope was for a tethered solution that could run for longer than the 20min battery life of a drone. thanks for the info.
27 April 2018 11:53pm
thanks I adnt thought of kites - I will have to test one in the field this year. I imagined one of the advantages of a tethered UAV is that I can parasitize all the camera elements (gimble stabilization, pan/tilt/zoom, and real time viewing of the imagery). Maybe I could just secure a cheap UAV under a kite... I wonder how I choose the correct kite size.
28 April 2018 5:13pm
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 hanging on a string, and to connect to my camera I get live connection and can change settings with the GoPro app! this website has lots of info - size of the kite depends on payload (some people fly SLRs!) and wind.
Www.kapshop.com
Eddy Expedition Log: Characterizing Eddies
23 April 2018 12:00am
Eddy Expedition Log: Chasing Eddies
10 April 2018 12:00am
Eddy Expedition Log: Setting Off to Explore Eddies
3 April 2018 12:00am
#Tech4Wildlife Photo Challenge 2018: Our Top 10
3 March 2018 12:00am
22 August 2019 5:14pm
Is the webinar recorded and uploaded somewhere?