Human-wildlife conflict and coexistence is a shockingly common problem, often with enormous consequences for both individual animals and entire populations.
When human-wildlife conflict comes to mind, you may immediately think of wildlife crime instead - which isn't wrong, since many regions with wildlife crime problems like poaching are also areas where people may frequently deal with human-wildlife conflict, causing the two issues to go hand-in-hand. But human-wildlife conflict is a much broader issue encompassing many ways that human presence and interference can cause problems for us and animals alike. Human-wildlife conflict includes:
- Elephants trampling a farmer's crops, resulting in retaliation
- New real estate developments infringing on ecosystems where predator species live, leading to predators having less territory and less food, which in turn leads to predators attacking domestic animals and livestock
- Freeways dividing the territory of animals like mountain lions, leading to wildlife venturing into neighborhoods or being killed by cars
- Lead bullets used in hunting causing scavengers like condors to die of lead poisoning
These are just a few examples of how humans can negatively impact wildlife, and it's clear to see how many of these scenarios could escalate. Human-wildlife conflict solutions don't just include ways in which we can prevent these issues (for example, through tracking predators, monitoring populations' territories, or building barriers and wildlife crossings monitored by sensors), but also the ways in which we can help people connect with wildlife and care about learning to live alongside them.
If you're interested in solutions that can prevent human-wildlife conflict, join this group and get to know the people who are working to protect and save species around the world!
Header image: Casey Allen on Unsplash
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Universidad San Francisco de Quito
Biologist/Professor focusing on carnivore conservation in Ecuador
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- @evan21
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University of St Andrews
Final Year Biology & Geography Undergraduate at the University of St Andrews
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- 1 Discussions
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- @johnjoseph
- | He/Him
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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Paul Millhouser GIS Consulting
USDA Agricultural Research Service
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WildTrack
Research, development and implementation of non-invasive montoring for endangered species



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Zoo de Granby
Biologist
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- @rowan
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Octophin Digital
Jack of all Trades. I've been a zoo keeper, a conservation geneticist and a web developer who specialises in conservation projects and orgs.


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I am the project coordinator of the Wildlife Forensic Fund. We help combat wildlife crime by funding the training of first responders to preserve evidence and take them to court successfully. We are eager to connect with wildlife forensics enthusiasts.

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- @nyangetamagesa
- | Miss
I am currently working as research assistant at Lion Landscapes, I am deeply passionate about conservation activities and dedicated to preserve our planet's natural resources

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- @affiliatepurna
- | general email id
Purna Man Shrestha is a program coordinator of mountain spirit, Nepal. He has 6 years of working experience in human wildlife interaction focusing on wildcats, and conflicts. He has a good knowledge on wildlife survey techniques, field survey, stakeholder engagement
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Read our interview with Tasmin Alexander, early career conservationist and member of the CLP Future Conservationist Award-winning Preuss's Monkey Project research team. Working in the Obudu Plateau in Nigeria, this team...
2 June 2021
Read our interview with early career conservationist and CLP Future Conservationist Award recipient Owino Raymond, who is working with camera traps along the Kenya-Somalia border to understand and reduce conflict...
21 May 2021
Margo Supplies is excited to introduce the WILDLABS community to the Margo Gadfly, a new tool tested for its ability to prevent human-wildlife conflict! Read about how this hardware works, and how it protected...
31 March 2021
Funding
Protecting elephants from conservation's most pressing issues like poaching and human-wildlife conflict requires big, bold, and innovative solutions. Hackster.io, Smart Parks, Edge Impulse, Microsoft, and several other...
11 August 2020
In the fourth installment of his case study series focusing on preventing human-wildlife conflict, Aditya Gangadharan discusses how local communities develop, test, and implement their own solutions. This article...
19 May 2020
Article
We're excited to welcome the WildTrack FIT group to our community! Today, we'd like to introduce you to the Footprint Identification Technique (FIT) and share how you can incorporate this tracking method into your field...
6 May 2020
In this three-part WILDLABS feature article, we'll take a look at the various technologies used to fight the greatest threat to endangered condors, explore the innovations that may change the way we study and understand...
5 May 2020
In the third part of his series of case studies focusing on preventing human-wildlife conflict within communities, Aditya Gangadharan looks at how one village in North Bengal maximised the potential of an early alert...
10 April 2020
Article
Aditya Gangadharan's latest case study looks at how sensor technology can provide solutions for human-wildlife conflict instances along the Indo-Bhutan border. This project, which aimed to get the local community...
11 March 2020
Using technology in the field allows us to innovate new solutions to very old problems like human-wildlife conflict, but are you giving enough consideration to how your high-tech tools fit into long-term plans? Before...
9 March 2020
2020 marked our fifth year holding our annual #Tech4Wildlife Photo Challenge, and our community made it a milestone to remember. Conservationists took to Twitter last week to share their best high-tech snapshots from...
4 March 2020
The Esri Conservation Program is now accepting applications for grant assistance to access its ArcGIS Solutions for Protected Area Management Application. This system provides access to a suite of both mobile and web...
4 March 2020
October 2025
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Description | Activity | Replies | Groups | Updated |
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want to join 2025 contest for humpback whale photos in Juneo Alaska of Kelp |
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Citizen Science, Conservation Tech Training and Education, Drones, Emerging Tech, Geospatial, Human-Wildlife Coexistence, Marine Conservation, Open Source Solutions | 6 hours 47 minutes ago | |
This is wonderful, thanks for sharing! |
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Community Base, Early Career, Human-Wildlife Coexistence, Women in Conservation Tech Programme (WiCT) | 9 hours 26 minutes ago | |
Hi There, I’m looking to connect with people working in wildlife conservation within Chile’s national parks and protected areas (... |
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Emerging Tech, Human-Wildlife Coexistence, Latin America Community | 2 days 18 hours ago | |
🐝 Apis Nomadica Labs: Mapping Royal Jelly Terroir Through Mobile Bee BiotechAbout Us:Apis Nomadica Labs is a mobile apiary research... |
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Acoustics, Conservation Tech Training and Education, Animal Movement, Human-Wildlife Coexistence | 1 week ago | |
You could just throw out that data, but I think you'd be doing yourself a disservice and missing out on some interesting insights. Are you training the AI with just pre-COVID... |
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AI for Conservation, Animal Movement, Data management and processing tools, Human-Wildlife Coexistence | 1 week 5 days ago | |
Good question. Not sure everyone recommends ArcGIS anymore, but it is commonly used as a desktop GIS. However, it's not free. QGIS, R, and various Python packages are free. But... |
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Citizen Science, Geospatial, Human-Wildlife Coexistence | 2 weeks 3 days ago | |
Wonderful video! Really impressive :) |
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Animal Movement, Human-Wildlife Coexistence, Latin America Community | 6 months 1 week ago | |
Really appreciate this discussion and the collective interest in humane, non-lethal deterrent solutions.We at Katidhan, based in India, have been working on a similar innovation... |
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Human-Wildlife Coexistence | 3 weeks 6 days ago | |
Looking forward to capturing the first polar bear. On film of course. |
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Human-Wildlife Coexistence | 1 month 2 weeks ago | |
Thank you for your reply, ChadI meant 10 as a whole, indeed. Perhaps you see your post in one group, but since it is tagged for all groups, I assumed you meant 10 in total.In your... |
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Acoustics, AI for Conservation, Animal Movement, Camera Traps, Citizen Science, Climate Change, Community Base, Connectivity, Drones, eDNA & Genomics, Emerging Tech, Funding and Finance, Geospatial, Human-Wildlife Coexistence, Software Development, Wildlife Crime | 1 month 3 weeks ago | |
Thank you for your comment Chris! Using these tools has made a huge difference in the way we can monitor and manage Invasive Alien Vegetation. I hope you are able to integrate... |
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AI for Conservation, Citizen Science, Conservation Tech Training and Education, Drones, Geospatial, Human-Wildlife Coexistence, Open Source Solutions | 1 month 3 weeks ago | |
HiThis is great! So just to double check - there is no way to join online? I would love to be part of this conference. Thanks, Els van Lavieren |
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Community Base, Conservation Tech Training and Education, Data management and processing tools, Emerging Tech, Human-Wildlife Coexistence, Protected Area Management Tools, Wildlife Crime | 2 months 1 week ago |
Predator Monitoring & Community Conservation within the Greater Mara Ecosystem
13 September 2023 10:22am
In case you missed it... (no. 1)
12 September 2023 11:49am
The Maasai Mara: Conservation, Communities & Cattle
11 September 2023 2:12pm
Video: WCS Uganda innovating Human-Wildlife Conflict solutions
5 September 2023 12:04pm
Alibaba Cloud's Geo Fencing System in the Mara
1 September 2023 12:27pm
Born Free Uses Smart Maps to Save Lions, Solve Human-Wildlife Conflict
17 August 2023 2:35pm
Human-Elephant Conflict Tech Solution in Tsavo: NdovuCare

7 August 2023 1:36pm
30 April 2024 12:48am
9 May 2024 1:56pm
15 May 2024 9:34am
What Technologies are you using to Mitigate Human-Wildlife Conflict across East Africa?
1 August 2023 8:29am
Interested in being part of the Enduata Emaa CBO's Green Planet Ambassadors Project in Amboseli?
5 July 2023 10:28am
25 July 2023 1:14pm
@richardturere Hello :) and a warm welcome to WILDLABS! Here is the link to @Lekato Samuel Lekato - Founder and Chairman, Enduata Emaa CBO. Sam is interested in conservation technology focused on how to keep wild animals away from community homesteads in Amboseli and I reckon your Lion Lights could help. I'll let you two take on the conversation from here. Thanks!
Human/animal detection/alerting
20 June 2023 12:07pm
30 June 2023 12:53pm
Hi Kim!
Welcome to Wildlabs!
This looks like an amazing project! I see multiple uses for our ecosystem monitoring in Greenland - both for the research/monitoring part but also for safety - polar bears roaming around camp!
I will look into your github and may get back to you!
Cheers,
Lars
21 July 2023 9:57am
Super, nice to hear. BTW, this project appears new, but it's been in operation b yseveral parties for more than 10 years, so it's mature.
No one is playing with it yet as I only just released it to open source last year. However, it was evolved since 2008 and the main state machine was almost the same as it is now in 2011. I added the the AI computer vision in 2019.
I believe it has a lot of features that make it practical to use, particularly as I'm using the best available object detectors for example, but also they way I make the state control very flexible. Just waiting for some people to try it :)
BTW, I've been adding support for the latest Orin Jetson series SBCs but still have to come back to finishing this release off. I've been somewhat distracted with my audio localization project which I want to finish to the point of releasing and and writing it up before finishing the Jetson Orin release of the security project.
pneumatic artificial muscle applications in conservation tech?
5 July 2023 6:59pm
"FISH BANK PROGRAM"(Transforming fishing cat and fish farmer conflict into conservation)
21 June 2023 2:15pm
22 June 2023 12:57pm
Beautiful solution!
22 June 2023 4:42pm
Thank you
Automated Elephant-detection system
27 October 2016 10:14pm
12 June 2020 5:53am
Hi,
This is rakesh kalva from India. I have been working on human-elephant conflict in the state of Andhra Pradesh for the past 5 years. This is a cool idea. I have used camera traps to identify movement and individual elephants for demographic data.
Some field based observations of using camera traps for elephants:
1. I usually place the camera traps on forest paths and many of the images we captured wernt of the complete elephant. Its just the legs and trunk. Wont that effect the detection by the software as to wether its an elephant or not?
2. In case of flash cameras , quite a lot of our cameras got damaged by elephants. So we were going for IR cameras. WIll it work for IR cameras as well?
3. Another issue is with the cameras being stolen by locals or poachers.
4. So we gave up all this and are using a simple trip technology with a switch attached to a door bell attached to a rope placed at a height of 7-8 feet. In this landscape no other animal is at this heigh so when the alarm is triggered we know its an elephant.
5. Elephants operate in a large territor, so will it be feasable to use this technology?
But there are some interesting research questions that can be answered with this technology you are developing. Kindly let me know if i can be of any help on field.
Regards,
Rakesh Kalva
Wildlife Biologist
18 May 2022 3:48am
Hi Neil,
I am a project manager for Zoological Society of London's Thailand Programme. We work in the southern Western Forest Complex of Thailand, which is a large landscape of relatively contiguous forest surrounded by development and agriculture and thus rife with human-elephant conflict. We are currently looking to co-develop or pilot low-cost cameras or acoustic sensors for real-time detection of elephants at HEC hotspots within the landscape. Current issues we've been facing are high rates of non-target stimuli triggers which clog up the cloud (so the automated classification of elephants would be useful to limit notifications) and the high cost of conventional cellular camera systems. I am curious to know the current status of your Elephant AI system. The most recent update I've found on your hackaday is of the combination with a deterrence system, which is very promising. Feel free to email me at juliana.masseloux@zsl.org or reply to this message.
Cheers,
Juliana
20 June 2023 1:32pm
What's the definition of low cost really? Using various cnn models for objection detection the results can be very accurate. The costs would vary. The cheapest Jetson Nano (Old model) is about 150 euros but case, SSD and camera and it can run yolov4 full model, 416x416 image size.
However, if you go the next step, the jetson Nano orin, then you start about 500-700 euros for the board, but the model can run a full size yolov6 model which is extremely good. Elephants are so unique looking, you could likely eliminate all false positives.
You would need to attach cellular modems or something like that I expect but these sound like a different thing to a cellular camera system that you mention and thus likely a lot cheaper.
The Jetson SBC's do use quite a lot of power.
Information Session: Technology Testing to Mitigate Human-Elephant Conflict in West Bengal
19 June 2023 11:07pm
Innovation wanted: Technology Testing to Mitigate Human-Elephant Conflict in West Bengal
19 June 2023 10:54pm
The Wildlife Society Conference
19 June 2023 5:59am
Big Life Foundation: Improving Connectivity to Fight Wildlife Crime
8 June 2023 10:00am
How lights help keep lions and livestock alive in Kenya
31 May 2023 3:31pm
Deadline Approaching: Conservation Tech Award
15 May 2023 10:21pm
[Recordings Now Available!) EarthRanger User Conference
27 April 2023 5:52am
Looking to contribute
27 April 2023 2:41am
Video: Virginia Tech tracking bobcats to preserve wildlife
26 April 2023 2:45pm
The 59th Annual Meeting of Illinois Chapter of The Wildlife Society
12 April 2023 5:24am
Rhino horns in medicine
2 April 2023 2:22pm
Using acoustic monitoring to track infectious disease risk
8 March 2023 1:29pm
Moveapps: EMAC23 Coding Challenge
3 March 2023 7:58am
3 March 2023 3:12pm
Super initiative! I hope you get a lot of entries to this coding challenge!
6 March 2023 7:53am
Thanks Lars! Look forward to any entries from you and your colleagues. If you have an questions or suggestions, let me know.
6 March 2023 1:11pm
Hi Andrea! Although I am a keen user and observer of the Moveapps initiative, my R or Python coding skills are next to non- existing. I am therefore not likely to be contributing this time... Some day perhaps ;)
Moveapps EMAC23 Coding Challenge – Participate now!
3 March 2023 7:45am
Climate crisis drives a rise in human-wildlife conflicts
1 March 2023 10:51pm
“Smelly” Elephant Repellent
24 February 2023 8:54am
Mobilising East African nature restoration professionals
21 February 2023 3:57pm
13 September 2023 6:23am