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Human-Wildlife Conflict / Feed

Human-wildlife conflict is a significant challenge that only grows as habitats shrink and other issues like climate change alter the natural world. Technologies like biologging gear have become essential for proactively addressing human-wildlife conflict before it escalates, and tech projects that seek to understand population ranges and behaviour can help people learn to live with wildlife as part of our own environments. If you're interested in using technology to prevent human-wildlife conflict, this group is the place for you!

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Technical Difficulties: A Deployment Checklist

Alina Peter
In Alina Peter's and Kristen Snyder's contribution to the Technical Difficulties Editorial Series, you'll receive a practical checklist of factors and questions to consider at various stages of your conservation...

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Tech4Wildlife Leaders: Resolving Human-Giraffe Conflict

Owino Raymond
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...

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Margo Gadfly: A Versatile Wildlife Deterrent

Margo Supplies
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 livestock...

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Warn elephants using infrasound?

Hello, I was wondering if there has been any research into using infrasound to warn elephants of poachers in their proximity? For example if a poacher is detected (visually or...

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Good day Lily.

I stumbled upon this post of yours.
Have you been able to make any advancement on this topic, or get any feedback from anyone?

I have been asked a similar question by a group, looking at early warning systems for large mammals, like elephants, of possible danger situations.

On my side, it is still a very new project, however, my use case has more to do with the trains that kills the elephants, but we also have a use case for early warning systems to recognize poachers and early warning systems to intercept any possible threat.

So if you are in a position, and willing to share any information, I would like to find out more, if there has been any developments regarding this topic aon your side.

Kind regards 
​Mischa

Hi,

Generating infrasound is generally energy intensive and expensive.  You can google "infra-subwoofer" and despair at the prices!  But those are for audiophiles.  I came across a fan type speaker design a long time ago that I think can be adapted,  Another possibility is to use pyrotechnics to generate infrasound, but that would not be reusable and I suspect development will be even more of a headache.  An intriguing possibility is to use basically a fogger - - those noisy smoky fumigators -- but built to produce the lower frequency.

You should check out Smart Parks (https://www.smartparks.org/) and Hack the Poacher (https://www.hackthepoacher.com/). 

Also - 

Fazil, M., & Firdhous, M. (2018, December). IoT-enabled smart elephant detection system for combating human elephant conflict. In 2018 3rd International Conference on Information Technology Research (ICITR) (pp. 1-6). IEEE.

Shaffer, L. J., Khadka, K. K., Van Den Hoek, J., & Naithani, K. J. (2019). Human-elephant conflict: A review of current management strategies and future directions. Frontiers in Ecology and Evolution, 6, 235.

That last paper is a nice overview of different methods, and they have a section on acoustic strategies.

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How do I strategically allocate drones for conservation?

WILDLABS Team
Our tenth and final Tech Tutor of Season 2 is Harvard University PhD candidate, Elizabeth Bondi, who tackled the question, "How do I strategically allocate drones for conservation?". Watch it on the WILDLABS Youtube...

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Audio play back device when elephant crop raids

Dear all,  As audio playback shows some results to deter elephants, we were considering using them for protecting crops (https://www.researchgate.net/publication/301708132...

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I've worked on a similar project to try to scare lions away from bomas in Kenya that's pretty much a bunch of stuff from Adafruit rigged together with cheap marine speakers in an overly complicated custom case (picture is of previous generation, new generation in development). We also run LEDs to show various light displays. I imagine you could imitate a muzzle flash to deepen the illusion of gunfire. I'm also happy to discuss things (although I don't think I can match the technical expertise of Freaklabs).

Suraci et al. have published a few papers about the use of an automated behavioral response system for sound playback when triggered by a camera trap. Their methods (see supplementary materials) are entirely open source and I even commissioned an engineer to make a few for me. The only issue is that the MP3 players need a separate battery pack to keep them charged or need to be charged weekly, as the sound runs continuosly since there would otherwise be a delay between the camera trigger and the MP3 player being turned on. This could probably be fiddled with to suit your needs, if the previous options don't work out.

https://besjournals.onlinelibrary.wiley.com/doi/10.1111/2041-210X.12711  

We actually designed Boombox, the audio player shown above, based on the ABRS system by the Suraci paper and with Dr. Meredith Palmer. We made some optimizations on it since the paper advocates an approach to infer when the camera was triggered. We reverse engineered our camera traps and took the actual trigger signal from the trailcam PIR motion sensor. Later, we were contacted by one of the authors of the paper and he mentioned they had come to the same conclusion.

We built the MP3 playback system using a discrete MP3 decoder IC which allowed us more control over playback, power management, and we could pick out the output amplifier to drive the speakers. We knew we would need to put the system to sleep and immediately play sounds on wakeup which most players aren't suited to do.

We also made it so that it's solar rechargeable with lithium-ion batteries so that it could last in the field as long as possible. Unfortunately we couldn't use that feature because there's no point in outlasting the trailcams. But for this application, it seems we might be able to use the solar recharging functionality. 

We've volunteered for a possible TechTutors season 2 workshop on open source MP3 playback and recording with Arduino.  We're waiting to discuss it with Steph and Ellie. If this sounds interesting, please let us know.

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Challenge: ElephantEdge

hackster.io
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...

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Grassroots Innovations for Wildlife Conservation

Aditya Gangadharan
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...

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Get To Know FIT

WILDLABS Team
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...

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Era of the Condor: A Species' Future in Recovery

Ellie Warren
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...

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Technology Showroom of Artificial Intelligence (AI) aided Elephant Early Warning Systems

Hello, I’m in the process of setting up a Technology Showroom in Classic Village, Pannimadai, Coimbatore, South India,  highlighting the various types of Artificial...

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Hi @Tim+Vedanayagam 

Thank you for posting this. I'd be happy to contribute to the thermal sensing work under way. Can you confirm - have you built a thermal AI model and trained / labelled data for a particular camera?

We have been training a model for low cost (Lepton 3.5) thermal cameras via a challenge with WWF / Wildlabs and have 30,000 labelled images as our training dataset of Asian elephants. We're focusing on Deeplabel and YOLO with a plan to port to Tensorflow and it will be open source, so applicable for others to use and adopt in their early warning systems that use thermal.

More info here - https://www.zsl.org/blogs/conservation/zsl-whipsnade-zoo-becomes-a-space-for-high-tech-wild-elephant-conservation

Kind regards,

Alasdair

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#Tech4Wildlife 2020 Photo Challenge In Review

WILDLABS Team
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...

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Call for Nominations: Tusk Conservation Awards

Tusk
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...

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Fence-Based Elephant Early Warning System

Appiko
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...

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HWC Tech Challenge Update: Thermal Elephant Alert System

Anne Dangerfield
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...

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AI powered mobile app to save snakes

Hi, I'm currently working on a solution to save snakes from humans by helping humans to identify whether a particular snake is venomous or not. The idea came into my mind...

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Hi Nilaksha,

Interesting idea.  My ideas are usually not that helpful, but I thought I would chime in with the following:

(1) Start small and local, this will help reduce the size of the training data set you will need.  So if you can work with a specific set of communities in a particular area that has a known set of snake species, both venemous and non-venemous, you only need images for those species and you won't need as many.

(2) iNaturalist has a pretty decent database (not thousands, but hundreds) of identified images.  I have no idea what the restrictions would be around getting access to the database, but this is a Citizen Science organization, so I don't THINK it should be too complicated, especially if your initial scope is limited.

(3) Venemous snakes need "love" too.  PLEASE make sure the app does not encourage the locals to kill the venemous snakes unless absolutely necessary.  While it is admirable to prevent the accidental killing of a non-venemous snake, you shoudl not be encouraging the purposeful killing of the venemous snakes, but should be encouraging people to stay clear if the snake is in the wild and get professional assistance if the snake somewhere that could be dangerous to humans or other animals.

(4) Look into organizations like the Rainforest Aliance, OpenAI, etc., which are non-profits doing work in or with AI, they might be able to help give you a leg up.

(5) If you start local, you could build into the app the contact information for the professionals to come in and deal with the dangerous snakes.

Hopefully some of this is useful.

Good luck,

Drue

Thanks Drue for your valuable input.

This is certainly not to encourage killing venomouse snakes. We can actually incorporate the featurs you pointed out to save venomouse snakes as well. Ideally we can let the user know how to deal with a venomouse snake and whome to contact if he/she needs professional assistance. 

Thanks again.

Nilaksha

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Tech In the Wild: Where technology meets conservation

Fauna & Flora
Join FFI on Wednesday 25 September for our AGM and a special presentation aiming to explore the range of tech projects we currently engage in, and a look to the future to see what technological advances could mean for...

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