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
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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
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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
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software engineer
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Conservify
Community Manager for FieldKit

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



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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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What is it like to track endangered species using drones? In this blog post from Wildlife Drones, Dr. Debbie Saunders travels to New Zealand to track the Kākāpō, an extemely rare and elusive bird of which approximately...
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In this three-part WILDLABS feature article series, we take a look at the various technologies used to fight the greatest threat to wild condors, lead poisoning, explore the innovations changing the ways we study and...
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25 June 2020
Creating bold conservation tech solutions requires each of us to find the intersection between our skills and passions. In this case study on the new Aqualink reef monitoring system, a unique citizen science project...
9 June 2020
Conservation technology largely consists of two categories: tools to monitor and study wildlife and their habitats, and solutions to mitigate or prevent negative human impacts. The fight against poaching in particular...
4 June 2020
Funding
The 2020 Hackaday Prize competition has begun! This year, Conservation X Labs has partnered with the Hackaday Prizes as one of four nonprofits seeking tech-based solutions to urgent challenges. Conservation X Labs'...
26 May 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
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
Funding
Want to compete in the iWildCam 2020 competition identifying species in camera trap images to support biodiversity monitoring efforts and automatic species classification model improvements? Because the Workshop on Fine...
4 May 2020
The 2020 Arm Research Summit is accepting submissions from all research disciplines focusing on the role of technology in solving global challenges. Submissions should reflect the potential of sustainable, secure, and...
24 April 2020
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How does tracking technology meet the many challenges specific to monitoring birds within their home ranges and over long distances during migration? WILDLABS community member Virginie Perilhon from Xerius Tracking...
23 April 2020
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At the 2018 London Illegal Wildlife Trade Conference, we announced the WILDLABS Tech Hub, an accelerator programme created to support the development and scaling of groundbreaking technological solutions addressing the ...
13 April 2020
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Description | Activity | Replies | Groups | Updated |
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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... |
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Sensors | 7 years 1 month ago | |
@hikinghack used twitter to flag a thread on hackteria that members of this group might be interested in about DIY time-lapse soil... |
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Sensors | 7 years 1 month ago | |
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... |
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Sensors | 7 years 6 months ago | |
If anything belongs in the 'have you seen this' group, it's this project: Researchers at Binghamton University have created... |
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Sensors | 7 years 7 months ago | |
The University of Washington is reporting that they've shattered the long-range communications barrier for devices that consume almost... |
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Sensors | 7 years 8 months ago | |
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... |
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Sensors | 7 years 9 months ago | |
The European Space Agency have an exciting funding opportunity coming up and got in touch with us to ask that we share it with you,... |
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Sensors | 7 years 10 months ago | |
Hi Steph Sure - we'll have the projects confirmed by 30 June and I can highlight ones that might be of interest! Jenny |
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Sensors | 7 years 11 months ago | |
For those interested: in the acoustics channel I have posted news on our sound event recognition sensor, using conv-net: https://... |
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Sensors | 8 years ago | |
Hi Thomas We are mapping a very small area in real time. The data rate is controlled by the time it take to read all the DS18B20s. The logger I use in the Octogons is using... |
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Sensors | 8 years 1 month ago | |
For good measure, here's some cave survey porn of Hang Son Doong cave in China. https://www.youtube.com/watch?v=tOH4gbW18Ts |
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Sensors | 8 years 2 months ago | |
I am not suggesting that GoPro cameras do not have applications in conservation, but if you follow the link you posted you will find questions being asked that a conservation... |
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Sensors | 8 years 6 months 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