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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Wildlife Conservation Society (WCS)
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Technologist and Visual storyteller focusing on social, conservations issues.



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A Wildlife Biologist interested in Environment Assessment and Restoration, In-situ and Ex-situ strategies, Technologies used in Conservation and Illegal Wildlife Trade.


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CLS (Collecte Localisation Satellites)

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worked in wildlife conservation coms, now in live music production incl audio, curious about eco/bioacoustics.
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I'm a PhD student and my research focuses on analyzing patterns in mammals poaching occurrences.

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The 2020 Tusk Awards are now accepting nominations of outstanding individuals who have made a significant impact on conservation in Africa. These nominations offer the rare and exciting opportunity to honor your peers...
3 March 2020
Technology is rapidly changing the way communities monitor wildlife movement and prevent or mitigate human-wildlife conflict. This case study from Appiko delves into field testing of the open source sensor warning...
25 February 2020
The Arribada Initiative is back with an update on their thermal elephant alert system which aims to reduce human-elephant conflict (HEC). The success of their system rests on the ability of a camera to accurately...
17 February 2020
Fueled by Artificial Intelligence, Wildlife Insights provides access to over 4.5 million camera trap records.
17 December 2019
The International Gorilla Conservation Programme (IGCP), a coalition of World Wildlife Fund and Fauna & Flora International, has teamed up with Inmarsat, the world’s leading mobile satellite communications company,...
23 July 2019
It is common knowledge that the illegal trade in tiger bones and body parts poses a grave threat to the remaining populations of Asia’s most iconic big cat. But this grisly business also has a detrimental impact on...
31 May 2019
Ol Pejeta Conservancy partners with conservation and technology organisations to kick-start a research and innovation centre for wildlife conservation
31 May 2019
As a winner of the Human Wildlife Conflict Tech Challenge, Smart Parks is working in partnership with the World Wide Fund for Nature (WWF) and WILDLABS to develop a smart solution that uses the power of the Internet of...
25 March 2019
Arribada recently returned from field sites in Assam, India where they tested the image quality and detection abilities of low-cost thermal sensors for detecting elephants in conflict areas. Arribada is working on these...
1 March 2019
Each year Tusk honours extraordinary individuals battling on the frontline in the fight for wildlife conservation in Africa. Nominate your 2019 Conservation Heroes now.
12 February 2019
With the aim of advancing rewildling-related technology in the UK and introducing new talent and ideas into the field of rewildling, Ecosulis is thrilled to announce the launch of their first ever Rewilding Tech...
14 January 2019
Arribada just returned from their first thermal camera field trials in Greenland, where they tested the image quality and detection abilities of their chosen thermal sensors in an arctic climate, assessed their...
9 January 2019
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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 |
Tech for Rewilding Conflicts
22 November 2018 10:54am
14 March 2019 2:48am
Interesting conversation. From Tech side there is solution which we are workign on.... Its low cost and tech heavy. Attaching Idea
Toughts please.
14 March 2019 12:21pm
Cool idea Ashwan. Looks similar to the virtual parks idea that Laurens is leading. Have you seen it? Also check out rewilding.io and get an entry in to the contest!
Arribada Initiative Update: Testing our prototype thermal cameras with elephants in India
1 March 2019 12:00am
Nominations for the 2019 Tusk Conservation Awards Now Open
12 February 2019 12:00am
Foxlight to deter pumas, but how about Andean foxes?
14 January 2019 3:24pm
9 February 2019 6:23pm
I agree Nilanga, definitely a good PhD topic. The case you raise with elephants is of great concern I imagine, as elephants standing their ground leads me to think of only the most dire of outcomes. With predators, I think a good deal of any successful implementation of aversive approaches also relies on their being sufficient alternative prey/habitat for predators to avoid livestock areas. The same is true for any non-lethal approaches IMO. If alternatives aren't available, it might be all the more difficult to dissuade predators. Is this similar for elephants in this case (i.e. do they actually have alternative sites/food sources nearby that aren't in conflict)?
11 February 2019 3:04pm
You are right, Rob, in that when aggressive behavior in elephants results from more aversive techniques, the outcomes are not great for either party. It's a tough spot to be in since elephants are also extremely intelligent and can find ways to get past most deterrents. Electric fencing, when managed properly and are functioning appropriately, have been proven to be the most effective in keeping elephants out of crop of human-inhabited areas. But then again, elephants also figure out how to either drop things on the fence and break the current or find other ways past such barriers. There is work being done in various places to restore habitat,fodder plant species, and water and mineral sources that would keep elephants out of human areas, but the whole dynamic is changing overall in the face of massive habitat loss and impediments to movement in the form of corridor blockage or disruption, etc. In addition to doing reactive things like prevention and mitigation measures, it's so important to work on the drivers/root causes of the conflict, such as habitat loss and fragmentation. So it's key to work at both levels for longer term solutions to this issue overall.
11 February 2019 7:54pm
A very good summary all-round Nilanga. Only a wholistic approach can truly resolve conflict.
Mobile phones to reduce HWC
8 February 2019 2:31pm
Citizen scientists to analyze HWC interventions
16 January 2019 3:11pm
23 January 2019 2:15pm
Hi Femke,
At the Biological records Centre we have been tackling these issues for over 50 years! You are right to point out that with citizen scientists you can collect/review a lot of data in a relativly short period of time. Our iRecord system collect 1 million observations in 2018, and just look at how many people are reviewing images over in the zooniverse (check out snapshot serengeti).
You are also right to point our that without strict protocols, and with varying abilities, the use of citizen scientists can introduce biases, which often leads to the impression citizen science data is of lower quality. There are ways to account for this statistically when you are working on data collected in the field, and for those reviewing images online both the zooniverse and iSpot have systems in place, such as reputation and multiple reviews of a single image to reach consensus.
There is a good report on using citizen science here.
Best,
Tom
23 January 2019 5:10pm
I agree with Tom's comments. A project I work with has used Zooniverse to identify animals in camera trap images, We include a field guide that helps reviewers with making trickier distinctions such as deer versus elk (challenging in partial views with IR images). We require each image to be identified by thirty reviewers before scoring it. That allows us to either be quite confident in an identification or to recognize it requires expert review. We have seen no examples of intentional misidentifications. The biggest problem is coming up with enough images to meet demand--some people will work for hours!
28 January 2019 10:12am
Thanks both for your comments, very interesting indeed! Also great to hear that so many people are eager to get involved in this kind of research and will participate with great enthusiasm.
Bets regards,
Femke
The Ecosulis Rewilding Tech Challenge
14 January 2019 12:00am
HWC Tech Challenge Update: Testing our prototype thermal cameras in the Arctic
9 January 2019 12:00am
31 March 2023 1:24pm
Wild pigs crop damage assessment and movement using GIS and drones
28 December 2018 5:15am
3 January 2019 9:57am
Dear Sdorji,
Thanks for sharing! Are you specifically looking for monitoring methods? In that case, you could probably also find relevant information outside of the HWC group, perhaps in groups focussing on camera trapping, the use of drones etc on the other WILDLABS pages. Do you know about the Bhutanese national HWC strategy? Does this also focus on wild boars? Or is your initiative not connected to that?
Best regards,
Femke
5 January 2019 8:24am
Dear Femke,
I am actually looking for studying the crop damages using drones and also tracking the movements, may be using GPS collars. But I do not actually know about these tools and have not used. So just thought if I can get methods and procedures. It is great that you already know about our national strategy. Yes, I am the core member of Bhutanese national HWC strategy and we have recently completed drafting. I have worked on wild pigs chapter and one strategy there is crop damage assessments and movements study. We are also proposing crop insurance but without a concrete data, there is nothing we can do about crop insurance. So I am thinking to collect basic information such as crop damages and movements of wild pigs.
Locally fabricated electric/solar fencing widely spreading in Bhutan
28 December 2018 5:57am
3 January 2019 9:57am
Dear Sdorji,
Thanks for sharing and your request for suppport from this group! I was thinking that perhaps @Mohan+Raj could share with you some insights from India? He has also developed fences and is involved in the technologies to improve monitoring and maintanance.
Best regards,
Femke
5 January 2019 8:18am
Dear Femke,
Thank you for your email. I hope I can hear from Mohan Raj. Electric fencing is one area where it can play very important role in human wildlife conflict management. In Bhutan, there are now about 3636 km and we are already experiencing some issues such as sustainability, wooden poles, nelgect during off-season, etc. I hope we can learn from each other and see areas for collaboration.
Thanks.
Sangay
How camera traps help reduce tension between farmers and cheetahs in Botswana
2 January 2019 2:31pm
Viral bear video shows how drones threaten wildlife – and what to do about it
22 November 2018 12:00am
WILDLABS Virtual Meetup: Networked Sensors for Security and HWC Prevention

12 November 2018 12:00am
Google AI Impact Challenge
7 November 2018 3:44pm
Working together for wildlife
5 November 2018 6:27pm
6 November 2018 11:39am
E-Shepherd Collars - Anyone working with them?
4 October 2017 2:10pm
4 October 2017 6:22pm
Thanks, I'll check it out!
31 August 2018 9:58am
Hi Fleury,
I like to learn more about this collar. Can you send me some detailed information about it? I like to investigate if it can be an extended sulution to combine this collar with our prowild technology.
Hope to hear from you
16 October 2018 3:30pm
Hello Fleury
I am aware that such a collar has been tested in France to protect sheeps fromm wolves' attacks. I am also looking for some information about it to possibly test it out for jaguars and pumas in South America. It could be relevant to exchange about our respective experience about it.
I am also setting up the ENCOSH project which aims at co-developping the first international exchange platform to promote the sharing of knowledge, skills and experiences about local initiatives worldwide among various stakeholders. You could have a look in the website: encosh.org
Don't hesitate to get back to me about it.
Best
Tommy
WildCRU Forum on Conservation Geopolitics: Developing Conversations Across Disciplines

24 September 2018 12:00am
Early animal detection
27 July 2018 3:58pm
30 August 2018 9:05pm
Hi Anne and the Arribada team. This is such an exciting project and so pleased to see the progress you are making.
A couple of quick ideas sprang to mind reading your latest update. Firstly, the Lepton images are actually quite impressive I reckon. I was very pleasently surprised as I'd never really seen performance in relation to animals.
One thing I've noticed in working with thermal equipment is that sometimes it can help to have a known heat source/reference temperature to kind of callibrate the sensor. I first discovered this using a hand-held Flir unit made for industrial applications in searching for koalas in trees in Australia. Although the temperature range of interest could be set on the unit (also very useful), I noticed it performed even better when I placed my finger a little bit in front of the lens. It seemed to have an effect of markedly reducing the background thermal noise and made it a bit easier to spot koalas. I've sinced wondered about something a little more sophisticated, perhaps set up at various ranges from imagers, able to produce a fairly constant, known reference temperature and whether this would even help that much. Thoughts?
Also, we have a Flir Vue Pro R, the "R" standing for radiometric, which essentially just means that every pixel records quite an accurate temperature, which I've honestly never even looked at before. Recently I was asked by a researcher to borrow the unit to see if she could count flying foxes. I wondered whether, along with the actual images, the radiometric data might be useful. For example, I can imagine an algorithm scanning images looking for "clumps" or groupings of target temp pixels. I believe the Lepton series has a model that offers radiometry, which you may already have, and I'd be interested in collaborating on this front (e.g. providing reference data from the Vue etc., or whatever you think could be useful).
Finally, I don't know whether it'd be of much use, but we have an old Flir 120 x 80 pixel surveillance camera just sitting here that you are welcome to borrow. If you could cover shipping you are certainly welcome to use it for the term of the project. Not doing anything of value here at the moment.
Anyhow, my best for this great project and really looking forward to more updates.
Rob
Exchange of solutions submitted to the HWC Tech Challenge
11 July 2018 10:41am
23 August 2018 9:20am
23 August 2018 9:26am
30 August 2018 8:46pm
Here's a blurb of our idea cut-and-pasted from our application:
We propose utilising animal detection and alerting technology that Wild Spy has already developed and extensively tested (e.g. wireless identification (WID) technology). The system utilises long-life (5-10+ years) animal-borne WID transmitters as a primary and highly accurate means of detecting individual animals when they come within a predetermined range (from 5m up to 500m). Our versatile data logger/receiver and alerting system can be carried by personnel, outfitted to vehicles, buildings or other infrastructure, or carried by drones/aircraft. Alerts can be immediately sent via satellite or radio. Detection data can be stored on board and sent by various means (depending on available networks) and at nominated stages.
In addition, our system has also recently been redesigned to allow activation of additional devices, such as cameras or deterrents/repellents. Almost 1000 sound files can be stored on a deterrent system and played randomly in an effort to prevent habituation to specific sounds and provide tests of sound variety and intensity. A variety of strobe and intense lights can be simultaneously operated with acoustic stimuli. In principle, virtually any electronically-controllable deterrent could be incorporated into the system (e.g. propane cannons, fire crackers, water/chemical jets, motorised effigies). A similar system, complete with an acoustic deterrent, is currently being tested on lions involved in conflict with livestock producers in Botswana, under a project headed by Dr Neil Jordan (UNSW).
In conjunction with tagged animal detections, additional detection measures will be added to the system to bolster detection probabilities and enable detection of untagged individuals. Pertinent examples include passive infrared (PIR) and so-called “break-the-beam” motion detection if suited to the conditions, which we have successfully used in other projects. Another option will be to use FLIR thermal cameras, which we have many years’ experience with and could prove very useful in some circumstances, especially once thermal signatures of the target species have been properly determined.
This application was largely aimed at larger species that could acoomodate relatively large 433MHz tags, but we also have a 2.4GHz version for smaller critters.
We'll be releasing it all to open-source hopefully very, very soon.
More than happy to provide additional information to anyone interested and keep up the amazing work everyone. I've been very inspired by the projects I've come across through the challenge and on WILDLABS more generally.
Also, perhaps this is the beginnings of a think tank of sorts for these kinds of ideas, which I'd love to be involved in. Maybe we could have a group chat/Skype event - or a mini, digital "conference" discussing all these (and other ideas). I'd be keen.
Beehive fences and elephants: Tanzanian case study offers fresh insights
27 August 2018 12:00am
Update on Richard Turere, inventor of 'Lion lights'
13 August 2018 10:02pm
Conservation Biology Special Section: Call for HWC Papers
13 August 2018 2:32pm
Using crowd-sourced funding to track snakes
30 July 2018 12:00am
Thermal Sensor Project Update: Testing with live animals at the San Diego Zoo
27 July 2018 12:00am
31 March 2023 2:15pm
Stop Elephant Poaching from the Demand Side
31 January 2018 2:05am
16 July 2018 11:23pm
Our new mobile app, "i of the Elephant", is beginning to pay off. Acting on a report from our app, last month agents from the New York State Department of Environmental Conservation and the USFWS busted four stores in New York State. In total, nearly 100 illegal items were recovered during the search, with the total retail market value of the pieces exceeding $15,000. Items seized included carvings made from elephant ivory, an article made from elephant hide, a saw tooth fish rostrum, a crocodilian head, and a large sea turtle carapace. Hopefully there will be more to come.
HWC online document library now live
11 July 2018 3:32pm
HWC Tech Challenge: Smart Electric Fence Solution
5 June 2018 12:00am
HWC Tech Challenge: Thermopile Sensor Project
19 April 2018 12:00am
Reporting back: Duke Blueprint Conference
22 February 2018 5:34pm
25 February 2018 6:15pm
I second Nilanga's words -- inspiring and valuable experience and innovative results from this event. It was an amazing opportunity to meet and network with a group of professionals and individuals (there as mentors) working in the conservation technology space.
The best part for me -- is this is run out of the Engineering school! So awesome to see engineering students applying their skills and smarts to conservation problems -- let's grow that conservation tech field and profession.
Other submission for review and comment on devpost - https://blueprint.devpost.com/
Technology Empowered Conservation Lecture Series
18 January 2018 12:00am
13 March 2019 12:34pm
Hi Laurens,
Would be great to connect. Sent you a mesage directly.
Best,
Vance