Sensors already equip a range of tools to enhance monitoring capacity for conservation. Some of the higher bandwidth technologies, like camera traps and acoustic monitoring systems, have been essential elements of the conservation toolkit for decades, and thus have enough users that we've created dedicated WILDLABS groups to address them. But a whole range of lower bandwidth sensors beyond these core technologies are being increasingly integrated into conservation monitoring systems, and offer rich new insights into the wildlife and ecosystems we're all working to protect. As with many technologies, cost and access have historically been challenges to the adoption of new sensors, but with low-cost and open-source solutions on the rise, we're excited to see what the future of this space holds.
Getting Started with Sensors:
- Watch Shah Selbe's Tech Tutors episode on scaling FieldKit, an open-source conservation sensor toolbox, from a project to a successful conservation tech product.
- Check out our Virtual Meetup about Low-Cost, Open-Source Solutions in conservation tech, including a talk by Alasdair Davies on the Arribada Initiative's work with thermal sensors in early warning systems.
- For a more in-depth introduction, watch the first video in our datalogger mini-series: Freaklabs: How do I get started with Arduino?
In this group, you'll meet others who are using and innovating diverse sensors in their work, discuss ways to make sensors more effective & accessible for conservationists, learn about what sensors are already helping us accomplish in the field, and have the opportunity to ask and answer questions. Join this group to get started!
Header image: Emma Vogel, University of Tromsø
Movement Ecologist studying the where, why, and how animals move throughout our world. Current work is investigating the movement and energetics of large neotropical bats in a changing environment with ephemeral resources.



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- @matt_hron
- | He/Him
Wildlife Protection Solutions (WPS)
Product Manager at Wildlife Protection Solutions



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- @maddy
- | Dr
Iam a Doctorate in molecular bology by profession & associated with a tech startup, focued on IoT/sensor based automation solutions. But I spend half of my time to document and conserve local & wildlife arond us and trying to explore our technology in conservation.Love to join
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Martin Wainaina Chege is a registered Geomatics Expert with experience in GIS software development, Remote sensing, Surveying, and Environmental and Social Impact Assessment (ESIA) with theoretical knowledge, technical and practical skills in IoT, Software Engineering, data


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trying to understand and improve the welfare of all animals that can suffer


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Cornell University


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University of Antwerp
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Robotics and IoT Engineer living in Costa Rica since 2000
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Neuroscientist & engineer looking for a data/R&D role in conservation.
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- @hyodopenguin
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I am currently a rising junior at UC Berkeley studying data science. I hope to apply data with biodiversity, especially by utilizing camera traps for species classification. People in conservation tech are truly living my dream careers, and I can't wait to get even more inspired!

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- @iainhook
- | Mr
Passionate supporter of New Zealands predator free 2050 goals. Founder of both eTrapper Ltd - offering IoT solutions to enhance efficiencies of conservation projects, and Maungakiekie Songbird - a community based project to enhace local habitat around One Tree Hill in Auckland.
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Community Announcement
Whether you spent the last year working in the field, lab, at home, or virtually, the WILDLABS community's conservation tech achievements were on full display in our annual #Tech4Wildlife Photo Challenge! Relive our...
25 March 2021
National Geographic is offering funding up to up to $50,000 for conservationists conducting research on how the pandemic has impacted wildlife and conservation work. If you are interested in researching aspects of the...
10 March 2021
Article
Today we're celebrating the #Tech4Wildlife Photo Challenge by shining a spotlight on one of our favorite WILDLABS collaboration success stories: the BoomBox! This collaboration between Dr. Meredith Palmer, Jacinta ...
26 February 2021
How can drones and ATVs protect black-footed ferrets from the plague? In this case study from WWF's Northern Great Plains Program, Black-footed Ferret Restoration Manager Kristy Bly discusses how delivering vaccines to...
17 February 2021
Our friends at FieldKit are excited to announce the official launch of the FieldKit! These open source environmental sensing hardware modules are now available for pre-sale in the FieldKit store. You can also read about...
11 February 2021
Last year, Tim van Deursen and Thijs Suijten shared their new "Hack the Poacher" system with us, presenting a unique way to detect poachers in real-time within protected national parks. Read on to learn about their...
29 January 2021
This month, WILDLABS member Drew Cronin shared the new paper "Empowering rangers through technology and innovation." This collaborative effort included several members of the WILDLABS community and leadership, and...
27 January 2021
In this case study from WWF's Northern Great Plains Program, Black-footed Ferret Restoration Manager Kristy Bly discusses how infrared FLIR cameras help teams detect and monitor the highly endangered black-footed...
19 January 2021
As we launch our new Sustainable Fishing Challenges group in the WILDLABS community, we are excited to welcome Daniel Steadman, the group manager, to give us an overview of three major areas in which #tech4wildlife...
4 December 2020
Hey Acoustic Monitoring and AI for Conservation community members - don't miss Rainforest Connection's Species Auto Detection Kaggle competition, open for to competitors and teams now! Participants will have the chance...
24 November 2020
The latest issue of WWF's Conservation Technology Series is about drones and is designed for a broad audience of conservationists. Containing ten case studies, scientific literature, and handy information on getting...
18 November 2020
Community Announcement
WILDLABS is celebrating its five year anniversary! Throughout the rest of 2020, we'll be sharing articles, community features, and case studies showcasing the incredible projects, collaborations, and successes that this...
17 November 2020
December 2023
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Description | Activity | Replies | Groups | Updated |
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Oh good call! I'll add that to our events calendar as well :) |
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Geospatial, Sensors | 2 years 3 months ago | |
Rainforest Connection's (RFCx) Guardian devices may be of interest. They are solar-powered and have connectivity options for Wifi, GSM and satellite transfer. They've previously... |
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Acoustics, AI for Conservation, Connectivity, Data management and processing tools, Protected Area Management Tools, Sensors | 2 years 3 months ago | |
Hey Tom,Since the output is dependent on a couple of factors such as the solar irradiance of the place, shading from the canopy, the type of solar panels (mono, poly or amorphous... |
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Autonomous Camera Traps for Insects, Build Your Own Data Logger Community, Camera Traps, Conservation Tech Training and Education, Sensors | 2 years 3 months ago | |
My original background is in ecology and conservation, and am now in the elected leadership of the Gathering for Open Science Hardware which convenes researchers developing open... |
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AI for Conservation, Animal Movement, Camera Traps, Conservation Tech Training and Education, Data management and processing tools, Drones, Emerging Tech, Sensors | 2 years 4 months ago | |
I just came across this interesting paper in which seismic monotoring of animals like elephants was mentioned. This is the study refered to:Cheers,Lars |
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AI for Conservation, Camera Traps, Emerging Tech, Ethics of Conservation Tech, Human-Wildlife Conflict, Geospatial, Sensors | 2 years 5 months ago | |
Awesome! it would be great to hear how you get on, maybe you can share your results here when you have them. Is the camera only for the Pi? That could be a problem for scaling as... |
+7
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Autonomous Camera Traps for Insects, Sensors | 2 years 5 months ago | |
Dear colleaguesWe study CH4 (and, CO, CO2) emissions from solid waste dumps in Brazil. We seek a low-cost and accurate sensor to make a... |
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Sensors, Latin America Community | 2 years 7 months ago | |
Hi Everyone,We chose sigfox becuase it seems to have better range and is plug-play, whereas LoRa requires more custom programming and updating. Getting a gateway cost us $... |
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Animal Movement, Build Your Own Data Logger Community, Camera Traps, Connectivity, Emerging Tech, Sensors | 2 years 7 months ago | |
here's an example of what I'm doing. |
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Sensors | 2 years 7 months ago | |
Hi there Camilo, What an interesting project! If you are looking for a lower cost, but effective tools for acoustic monitoring you might want to look into two options: ... |
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Acoustics, AI for Conservation, Data management and processing tools, Sensors, Software Development, Latin America Community | 2 years 7 months ago | |
Done lots of this over the years and it depends on the species really. If you want incubation behaviour and hence success or otherwise using temperature then the Thermocron... |
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Animal Movement, Sensors, Build Your Own Data Logger Community, Camera Traps | 2 years 7 months ago | |
I don't think KEH would influence accelerometry at all.One other way to think about it is - the KEH is a movement sensor itself.The GPS is quite a severe factor in the energy... |
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Animal Movement, Emerging Tech, Sensors | 2 years 8 months ago |
Thermal Sensor Project Update: Testing with live animals at the San Diego Zoo
27 July 2018 12:00am
HWC Tech Challenge: Smart Electric Fence Solution
5 June 2018 12:00am
From drone swarms to tree batteries, new tech is revolutionising ecology and conservation

9 May 2018 12:00am
Eddy Expedition Log: Characterizing Eddies
23 April 2018 12:00am
HWC Tech Challenge: Thermopile Sensor Project
19 April 2018 12:00am
Eddy Expedition Log: Chasing Eddies
10 April 2018 12:00am
What technologies could help us monitor cave invertebrates?
23 July 2016 8:44am
9 April 2018 2:35am
Hi Tony, I'm leading a cross disciplinary group of researchers at Deakin University in Australia to build new technology for monitoring wildlife and engage citizen scientists with collecting data.
We have designed a video trap for monitoring reptiles and amphibians, that uses constant video and has some on-board AI to not save video with nothing in it. Works day and night (UV illumination at night), but uses a lot of power so we have a battery and solar panel arrangement. I expect this could be easily adapted to monitor cave fauna. Let me know if you already have a solution or want to discuss idea further.
Don Driscoll
d.driscoll@deakin.edu.au
Thermal imaging scopes
26 March 2018 9:26pm
27 March 2018 2:20pm
Hi Luke,
I'll leave specific recommendations to others who are better qualified ( @Eric+Becker @Rachel+Kramer or @Alasdair - maybe you can advise?) but I did come across something yesterday that may be relevant.
There is a live GroupGets campaign on at the moment (2 days left) for DIY-theromocam kits - not a scope but could do the trick if your budget is restricted as it's under $300 and you're willing to dabble in DIY?
The DIY-Thermocam is a do-it-yourself infrared camera, based on the FLIR Lepton long-wave infrared sensor and the popular Teensy 3.6 ARM Cortex M4 MCU.
The aim of this project is to give private persons, educational institutes and companies access to a portable, affordable and customizable thermal imaging plattform.
There are various applications like finding heat leaks in the insulation of buildings, the analysis of electrical or mechanical components, the detection of persons / animals or even mounting it on a drone, together with the additional video out module.
Constructed as a self-assembly solution, the DIY-Thermocam allows you to take advantage of the versatile possibilities of thermal imaging and to save money at one go.
Everything, from software to hardware, is completely open-source. This allows everyone to modify or extend the functionalities of the device to their own needs.
GroupGets does now offer a complete self-assembly kit, so you don't have to worry about buying all the parts on your own.
A scientific paper is also available, giving an overview about the whole project and its capabilities.
Update: haraldg has written a nice set of tools for post-processing the thermal raw data files. Check it out here. He also published a short article about manual calibration here.
3 April 2018 3:39pm
Hi @Luke_edwards - I just had a chat with my colleagues @Eric+Becker and @ColbyLoucks at WWF who will get back to you with some recommendations from experience with the thermal scopes that we've explored for anti-poaching (FLIR TK and SCOUT III).
Great to see that you're pairing conservation dogs and thermal imaging for wildlife surveys in Australia. In order to select the most cost-effective thermal imaging scope for your needs, it's important to know the range that you require, density of vegetation and size of the species you are monitoring. Can you share a bit more information on your parameters?
3 April 2018 11:03pm
The current project is in open plains. From a handler perspective the distance will be from 20m -100m. I will be working at night so it will be looking for me target, the Plains Wanderer, a small bird. Also it would be used to see other native and domestic animals in the area.
Other projects range from open plains through to rain forests.
Eddy Expedition Log: Setting Off to Explore Eddies
3 April 2018 12:00am
The Plant-Powered Camera Trap Challenge
3 April 2018 12:00am
Hacking together DIY time-lapse soil cameras
29 March 2018 11:35am
#Tech4Wildlife Photo Challenge 2018: Our Top 10
3 March 2018 12:00am
Landsense Innovation Challenge
19 February 2018 12:00am
Technology Empowered Conservation Lecture Series
18 January 2018 12:00am
Instant Detect 2.0: A Connected Future for Conservation
17 January 2018 12:00am
Congratulations to Zoohackathon winners, team ODINN!
6 December 2017 12:00am
FIT Cheetahs
4 December 2017 12:00am
How The San Diego Zoo Is Using AI And Drones To Save Polar Bears
30 November 2017 12:00am
RaspberryPI
5 March 2016 7:35am
20 May 2016 11:10pm
Pi Zero get a little upgrade... Anyone need a camera trap?
http://petapixel.com/2016/05/19/5-raspberry-pi-zero-now-camera-compatible/

11 October 2017 10:09am
Hi All,
just sharing this for all those Raspberry Pi beginners like me, 91% off a training bundle
https://deals.thenextweb.com/sales/complete-raspberry-pi-3-2
2 November 2017 6:02pm
Also if you are still looking for a solution this was published earlier this year and gives recommendations for soundscape microphones : http://onlinelibrary.wiley.com/doi/10.1111/2041-210X.12678/full
HWC Tech Challenge Winners Announced
1 November 2017 12:00am
HWC Tech Challenge Update: Meet the Judges
20 October 2017 12:00am
Download New Conservation Tech Guidelines: Camera Traps, Acoustics and LiDAR
11 October 2017 12:00am
Kids, Drones & Science At The Water’s Edge
4 October 2017 12:00am
Saliva-powered paper battery
26 September 2017 2:55pm
DAS: A Scaleable Solution For Protected Area Management
26 September 2017 12:00am
How to lose a BRUV in 10 days
26 September 2017 12:00am
Elephant's Banquet
19 September 2017 12:00am
IoT breakthrough - applications for wildlife conservation?
15 September 2017 3:10pm
Thermal cameras and wildlife
26 July 2017 6:51pm
26 July 2017 8:33pm
Oh, cool! It'd be interesting seeing if it could be used for tracking as well. I've used some handheld cameras and looked at footprints, but those disappeared pretty quickly.
21 August 2017 12:17pm
Abstract here from the IMC Congress in Perth, they found the higher-res versions are much better than the less expensive (e.g. iphone) versions when it comes to finding animals.
Now you see me: How thermal imaging increases detection of cryptic nocturnal mammals in tropical regions
Avril Underwood1 , Mia Dehre-Miller2 1. James Cook University, Smithfield, Queensland, Australia 2.
University of Lancaster, Lancaster, United Kingdom Accurate measures of species abundance and distribution underpin effective wildlife management and conservation strategies. Obtaining these data is very challenging when researching the cryptic nocturnal arboreal mammals of in the dense forest of the Wet Tropics. Our research shows that using a hand-held thermal imager significantly increases the detection rate of all mid-sized arboreal mammals when compared to the most commonly used method of spotlighting. We determine the optimal environmental and mechanical parameters for thermal imaging, and we investigate ‘cost-versus-result’ of hand-held imaging devices currently available on the market. We suggest that hand-held thermal imaging is a great emerging technology for cryptic arboreal mammal detection across tropical forested regions and beyond.
21 August 2017 12:20pm
My own experience is with the FLIR iphone attachment, just informal testing, but hasn't been that great at finding animals. I also think it would work better in the early AM. In the evening there can still be a lot of rocks and trees still warm from the sun.
Funding Opportunity: Leverage space technology for wildlife protection
6 July 2017 12:56pm
31 March 2023 2:15pm