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
- @jenlaw
- | She/Her
Biodiversity scientist specialising specialising in the study of tropical ecosystems and their biodiversity using multiple forms of technology, including acoustics, images and robotics.
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CEO of Anicare. Anicare produce next generation ear tag form tracking device for wildlife tracking


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The University of Queensland
Passionate about using technology and data to solve conservation issues.
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- @lampros
- | He/Him
I am a Data and Remote Sensing Analyst specializing in programming (R, Python) at Monopteryx, contributor to open-source projects related to machine-, deep-learning, remote sensing and interested in Biodiversity
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- @jscanass
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University College London (UCL) & Red Ecoacústica Colombiana
PhD Student at UCL
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- @parlaynu
- | he/him
software engineer
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Conservify
Community Manager for FieldKit

- 5 Resources
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Arribada Initiative
Director at Arribada, a UK-based conservation technology research & development organisation



- 2 Resources
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- @Arjun_Viswa
- | S
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I run a small consulting company, Simeone Consulting, LLC, that provides research, data-driven analysis, technical expertise, and writing related to the production, consumption, and international trade of natural resources.
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- 4 Discussions
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Technology to End the Sixth Mass Extinction. Salary: $132 - $160k; Location: Seattle WA; 7+ years of experience in hardware product development and manufacturing; View post for full job description
1 May 2024
The Smithsonian National Zoo & Conservation Biology Institute is seeking a Postdoctoral Research Fellow to help us integrate movement data & camera trap data with global conservation policy.
22 April 2024
In a recent publication we tested Underwater Passive Acoustic Monitoring (UPAM) as a feasible non-invasive technique to study the calling behavior of therathened aquatic Andean frogs under natural conditions in the...
6 April 2024
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You’re invited to the WILDLABS Variety Hour, a monthly event that connects you to conservation tech's most exciting projects, research, and ideas. We can't wait to bring you a whole new season of speakers and...
22 March 2024
This funding opportunity is to support projects to enhance existing, high TRL (7-9) marine biogeochemical sensors and integrate with National Marine Equipment Pool’s autonomous underwater platforms. You must be based...
11 March 2024
The IQOE Task Team on Low-Cost Hydrophones for Research, Education, and Citizen Science is looking for industry partners to develop a low-cost hydrophone.
15 December 2023
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With $60,000, $30,000, and $10,000 grants available for 14 outstanding projects, the support of engineering and technology talent from Arm (the leading semiconductor design company), and access to the world’s biggest...
1 December 2023
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Read our interview with Clementine Uwamahoro, African Parks’ Country Manager in Conservation Technology overlooking technology operations for both Akagera National Park and Nyungwe National Park.
29 November 2023
The Department of Applied Ocean Physics and Engineering (AOPE) at the Woods Hole Oceanographic Institution (WHOI) seek to hire 1-2 scientists at any of the Assistant/Associate/Senior Scientist levels to develop research...
27 November 2023
TagRanger® is a state-of-the-art wildlife finding, monitoring and tracking solution for research, conservation and environmental professionals. With superior configurability for logging data, reporting location and...
23 November 2023
A secure platform designed for those working to monitor & protect natural resources. Insight facilitates sharing experience, knowledge & tools to increase efficiency & effectiveness in conservation. By...
7 November 2023
I just discovered this freely available book on digital signal processing and love the fact that it is“…intended for students … who may not have much mathematical or engineering training.” Seems like a great resource...
31 October 2023
April 2024
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Description | Activity | Replies | Groups | Updated |
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Thanks Phil - I have e-mailed you.Peter |
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Animal Movement, Sensors | 3 weeks 1 day ago | |
One of our goals with explorer.land is to bridge satellite data and on-the-ground perspectives — helping teams combine field updates,... |
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AI for Conservation, Geospatial, Open Source Solutions, Sensors | 1 month ago | |
True, the US ecosystem is a challenging space right now, for basically all sectors. We should not let the US chaos prevent us from engaging with opportunities in other... |
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AI for Conservation, Camera Traps, Connectivity, Drones, Emerging Tech, Ethics of Conservation Tech, Marine Conservation, Sensors | 1 month 1 week ago | |
Hi WILDLABS Community,I’m Simon Juma from Kenya, working on a project to track and manage Red-billed Quelea birds, which... |
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AI for Conservation, Sensors | 2 months ago | |
Thank you! I will follow up by email. |
+8
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Animal Movement, Conservation Dogs, East Africa Community, Geospatial, Sensors, Women in Conservation Tech Programme (WiCT) | 2 months 1 week ago | |
Thanks Jack, that's an interesting repo. |
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Sensors | 2 months 2 weeks ago | |
Sure, Akio! Happy to answer!1. Yes, something like that. The few existing i guess applied already for GPS collar (literally collar) that usually for big cats and some other big... |
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Sensors, Animal Movement, Open Source Solutions | 2 months 2 weeks ago | |
How much does it cost to incorporate machine learning into your conservation drone geospatial analysis? How does it speed up your workflow... |
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Conservation Tech Training and Education, Drones, Geospatial, Open Source Solutions, Sensors, Software Development | 2 months 3 weeks ago | |
Thanks so much for all the advice!! This seems very achievable. We don't mind having the fibre optic fixed in place as we planned to have a shorter one specifically for this... |
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Sensors, Marine Conservation | 2 months 3 weeks ago | |
Hi Dan, Not right now but I can envision many uses. A key problem in RS is data streams for validation and training of ML models, its really not yet a solved problem. Any... |
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Emerging Tech, AI for Conservation, Animal Movement, Build Your Own Data Logger Community, Camera Traps, Connectivity, Conservation Tech Training and Education, Data management and processing tools, Geospatial, Sensors | 3 months ago | |
@Eric24 The use case is as I wrote to Patrick: "a parent unit in the centre of a conservation area which is to recieve one way packets from child sensor units spread around the... |
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Sensors | 3 months 1 week ago | |
Hi Lucille,Thank you for your reply! We’d be really interested in learning more about your developments. We’ll contact you soon to arrange a discussion.Thank you.Best regards,... |
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Acoustics, AI for Conservation, Sensors | 3 months 1 week ago |
Fence-Based Elephant Early Warning System
25 February 2020 12:00am
Workshop: Using Bioacoustics for Field Survey

20 February 2020 12:00am
Hacking Climate Change - Coaction on Climate Crisis

20 February 2020 12:00am
HWC Tech Challenge Update: Thermal Elephant Alert System
17 February 2020 12:00am
ICEI2020: 11th International Conference on Ecological Informatics

14 February 2020 12:00am
Seafood fund seeks ideas for innovation projects up to £250k
11 February 2020 12:00am
WILDLABS Virtual Meetup Recording: Acoustic Monitoring

5 February 2020 12:00am
Open source, low cost proximity loggers
17 December 2019 10:45am
WILDLABS Virtual Meetup Recording: Drones

9 November 2019 12:00am
Plant-Powered Camera Trap Breakthrough
15 October 2019 12:00am
How do you weigh a live whale?
9 October 2019 12:00am
Instant Detect 2.0 emerges
3 September 2019 12:00am
ESA Kickstarter: Environmental Crimes
22 August 2019 12:00am
ICCB 2019: 5 Key Discussions about the Future of Conservation Tech
21 August 2019 12:00am
Conservation and Technology Conference

29 July 2019 12:00am
From the Field: Melissa Schiele
10 June 2019 12:00am
Technology companies, FCO, and conservation NGOs come together to scale technology solutions to end wildlife crime
4 June 2019 12:00am
Technology lab focused on wildlife protection opens on Ol Pejeta Conservancy
31 May 2019 12:00am
FLIR Conservation Discount Program
24 May 2019 4:39pm
25 May 2019 1:18am
Hi Montanamud,
Thanks so much for posting this. I'm Alasdair from the Arribada Initiative, working on the WWF / Wildlabs Asian Elephant Human Wildlife Conflict Challenge to develop an early warning system using thermopiles / microbolometers. We use the Lepton range of FLIR products. Do you know if Lepton modules will be eligable within the Conservation Discount Programme too?
Kind regards,
Alasdair
FLIR Conservation Discount Program
23 May 2019 12:00am
Environmental Management and the Raspberry Pi
21 May 2019 10:42pm
GWP Webinar Recording: Using SMART at scale for effective wildlife protection
21 May 2019 12:00am
Meet the WILDLABS TECH HUB Winners
13 May 2019 12:00am
Technology for Wildlife and the Looming Spectre of E-Waste
3 May 2019 12:00am
How IoT is being used for Australian agriculture
28 April 2019 8:43am
Suggestions or Preferences for content for this forum?
16 March 2019 3:27am
9 April 2019 6:00pm
Hey Akiba,
It would be great to have a conversation about what could be done in the field with IoT systems beyond virtual fencing and other current systems being implemented in conservation. Cases are great here but thinking beyond of what's the need and where could some creative thinking be applied to solve conservation problems. Thanks for getting this going!
Vance
12 April 2019 12:37am
That sounds awesome. Perhaps we start with that. Perhaps discussing some case studies of IoT being used outside of wildlife conservation (ie: enviornmental monitoring, etc), some theoretical applications of IoT that can be followed up with practical discussions on the implementation, or perhaps some hands on tutorials?
I'll start looking into some content ideas and please post anything you find, want to discuss, or would be more interested to hear about.
Akiba
12 April 2019 6:12pm
Sounds great!
Starting an Open Source DataLogger Project
19 March 2019 7:04am
2 April 2019 11:00pm
and love your work MichalSmielak! Looks like a very nice design indeed.
7 April 2019 2:42am
Hi everyone.
It's still a bit early in the process but we have been working on two separate data loggers for the OpenWild toolkit. We're putting this out now so we can discuss the OpenWild tools for the virtual conference coming up on Tuesday. It's mainly to get a conversation started on an open source toolkit.
This datalogger is the one described above with all of the features except for the Grove sensor connectors. We decided that instead, we'll put Arduino compatible shield connectors and have different shields that can add support for specific applications. Here are the features for the OpenWild Datalogger 900M
- Arduino compatible but with (16 kB RAM and 128 kB Flash)
- Low power
- Solar w/rechargeable batteries
- SD card
- Real time clock (DS3231SN)
- Precision 2.5V voltage reference
- Waterproof IP65 enclosure
- 900 MHz Wireless radio (802.15.4)
- 500 mW transmit amplifier, 12 dB low noise receive amplifier
- Communication range of up to 5 km (depends on antenna & terrain)
The initial github repository can be found here. Please note it's still in a pre-release stage so software and everything else will be fleshed out as it gets closer to a 1.0 release.
@Rob+Appleby : Actually an animal-borne datalogger would be really interesting. Will check that out after these two are working and released.





7 April 2019 3:22am
We've also put together a variation on the wireless datalogger. We've found it extremely useful for us in other projects, especially in developing countries without much communications infrastructure except for cellular. This is the OpenWild Wireless DataLogger 3G-GPS.
This can function as a standalone datalogger with a 3G connection to upload data as well as an SD card to have offline storage or backup of data. It can also be used as a gateway for other wireless sensors where it can aggregate the data from a local wireless sensor network and send the information via a 3G uplink. In this case, it will need a wireless shield (ie: 900 MHz 802.15.4 in the case of the OpenWild Datalogger 900M) to collect data from other wireless sensors.
One of the main topics we'd like to discuss along with the OpenWild toolkit is how to proceed with showing how to operate and customize these tools. This might likely be from a series of videos, tutorials, and workshops. It's nice to design all this technology, but our experience is that the most important factor is showing people how these tools can be relevant in their field of work.
But in any case, there's a lot of development effort going on at the moment and we're looking forward to putting together a base of tools specifically designed for wildlife conservation technology. It's really exciting and all of us at freaklabs and hackerfarm are interested in what's happening here.
Here is the feature set for the OpenWild Datalogger 3G/GPS (we actually need better names for everything but that will come later).
- Arduino compatible but with (16 kB RAM and 128 kB Flash)
- Low power (3G modem can be power cycled so that it can turn on only when used)
- Solar w/rechargeable batteries
- SD card
- SIM Card
- Real time clock (DS3231SN)
- Precision 2.5V voltage reference
- Waterproof IP65 enclosure
- 3G WCDMA support (SIM5320 3G module)
- Can support Americas, Europe, Asia. Need to know location to look up the frequency bands used by the country/region
- GPS support
Software will be coming soon. Things are pretty busy at FreakLabs so we mainly wanted to crank out the hardware so we have something to work with. Then the software can come along as free time pops up.






OpenEars is a fact!
4 April 2019 3:49pm
6 April 2019 4:22pm
FYI: we included instructions in English: https://github.com/SensingClues/OpenEars
camera trap sensor zones - how much is hardware and how much firmware
31 October 2016 2:48pm
1 April 2019 7:51pm
Hi Akiba,
Sure thing. An open source camera trap reference design or SoC that meets commerical specifications is, in my eyes, one of the key missing elements in the world of camera traps due to the complexity of achieving comparable performance as that of a Bushnell / Reconyx. Nobody has cracked it yet, and if you're game, that would offer real value to the camera trapping community. I'd be keen to support a move in this direction.
I supported an experimental programme of work a few years back that multiplexed the SD card, meaning anyone with an existing generic camera trap would use the modified SD and the camera would happily keep the bus, writing data / photos, but the bus would be switched on init so the previous data could be read by a third party radio or device, meaning cheap trail cameras could be modified and used and extended. A flat ribbon cable escaped the enclosure in this instance. I was also going to try and run busybox (think WiFi-SD cards) for wireless transfer but the prob was power as the SD card only received power during writes and the objective was 0 hacks - just a modified SD in a standard camera. Could still go down the firmware route, but it gets heavy supporting various different makes. A reference open design and injection moulded case would be the real answer.
Cheers,
Al
2 April 2019 2:25am
Hi Alasdair.
I think an open source camera trap design is very possible. We've looked into the Sunplus chipsets but it seems very difficult to get a reference design and reference software. The SPCA1x28 series is a low end chipset that is very inexpensive, using an 8-bit 8032 processor and handling all the images in hardware. The low cost is likely why so many trail cam manufacturers use them, but the processor is based on an Intel 8051 instruction set circa 1981 and looks closely guarded by Sunplus. What seems to be happening is that companies are selling vanilla circuit boards with standard features and the trailcam manufacturers are using the standard features available in their trailcams with no modification of firmware. On the (Sun)plus side, having an 8-bit controller with 5MP cams means it's possible to idle at very low power and then turn on and trigger the cams quickly.
We've looked at using an Allwinner chipset which is used in a lot of action cams and dashcams and modifying it into a trailcam. It's possible to run Linux and they support SD card interfaces and various cameras. It's also possible to buy just the chip so it's not tied to a platform like Raspberry Pi. This is useful because it's possible to make minimalist boards with just what's needed and also optimize it for power. An issue is that since it will be running a pretty heavy processor, it will be difficult to power optimize. Rough estimates are that at idle but full clock speed, the chip will consume around 90 mA. The Raspberry Pi Zero idles at around 80 mA for reference. Ideally, it'd be nice to get it around 1 mA.
We've also checked out using an ST32 ARM Cortex M4 chip with a parallel camera interface. These are pretty beefy processors but not Linux class like the Allwinner which is an ARM Cortex A7 class chip. Since the ST32F407 chip can run closer to bare metal (ie: no OS layer in the way), its possible to put it in very low power modes and then have it wake up. One issue though is that it doesn't have an SDRAM interface so it will cost a lot to have enough SRAM to buffer more than one image.
Another possibility we were looking at was to have an FPGA running with custom logic and have it controlled by something like an Arduino or an ARM Cortex M3. There is already ArduinoCAM devices but the FPGA code is not open source. This is also a potentially interesting possibility because it would offer a low power device which could be in sleep mode except for the PIR sensor and quickly ramp up to take pictures.
Whether we go with the Allwinner, Sunplus, ST, FPGA, or some other chip, it will probably be a big undertaking since hardware will need to be developed for the chip and system. The software will probably take the most time since custom drivers will likely need to be written as well as application software to handle the main functionality. I'm currently assuming that it will be a year-long project. But if it takes a year to come up with a design that can be useful in so many applications, it may be a small price to pay.
Let me know if you're interested to discuss it more. I will probably move this part of the thread to a separate thread since I think it's diverged from the OP topic.
Akiba
2 April 2019 3:47am
FYI, the open source camera trap part of this thread has moved here:
Workshop: Building and deploying DIY web-connected field sensors and loggers for field research and teaching

26 March 2019 12:00am
16 November 2023 1:11am