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
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- @MandyEyrich
- | She/Her
University of Florida (UF)
Bridging industries with 15+ years of cross-sector expertise specializing in user-centric technology and product strategy, UX research, UX/UI design, process optimization, and end-to-end agile product development moving from ideation to iteration.
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Sustainability Manager for CERES Tag LTD. An animal health company; animal monitoring, conservation, & anti-poaching/ rural crime. Wildlife, livestock, equine & companion. #CeresTrace #CeresWild #CeresRanch





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- @SimonsVictor
- | Marsha
I'm passionate about wildlife and animal management on development of conservation strategies for a long time monitoring
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- @FiPatterson
- | She/Her
National Scientific and Technical Research Council of Argentina (CONICET)
PhD student from Argentina researching how small desert rodents navigate extreme climatic conditions in the current context of climate change. My research focuses on ecophysiology (i.e. field respirometry) and ethology (i.e. telemetry, accelerometry)
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- @serena.le
- | she/her
Conservation tech enthusiast
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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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- @srankin
- | she/her
NOAA Fisheries
Bioacoustics researcher with the National Oceanographic and Atmospheric Administration (NOAA).
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- @tkswanson
- | she/her
San Diego Zoo Wildlife Alliance
Research Coordinator II for the Conservation Technology Lab at SDZWA

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Software engineer working on natural resource management technology.
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My research focuses on using Next-Generation Sequencing (NGS) to study endangered species, including carnivores, chiropterans (bats), and lizards, as well as their microbiomes.
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The Marine Innovation Lab for Leading-edge Oceanography develops hardware and software to expand the ocean observing network and for the sustainable management of natural resources. For Fall 2026, we are actively...
24 July 2025
In this case, you’ll explore how the BoutScout project is improving avian behavioural research through deep learning—without relying on images or video. By combining dataloggers, open-source hardware, and a powerful...
24 June 2025
PhD position available at the University of Konstanz in the Active Sensing Collective Group!
28 March 2025
We are hiring for a customer support / marketing specialist.
20 February 2025
Osa Conservation is launching our inaugural cohort of the ‘Susan Wojcicki Research Fellowship’ for 2025, worth up to $15,000 per awardee (award value dependent on project length and number of awards given each year)....
10 February 2025
New paper - "acoupi integrates audio recording, AI-based data processing, data management, and real-time wireless messaging into a unified and configurable framework. We demonstrate the flexibility of acoupi by...
7 February 2025
The Conservation Technology Laboratory within the Population Sustainability department is seeking two fellows for summer 2025
5 February 2025
Conservationists use tools like drones, satellites, and camera traps to monitor ecosystems and scale their impact. But new challenges like transparency, funding gaps, and engagement remain. Web 3.0 technologies offer...
28 January 2025
The worst thing a new conservation technology can do is become another maintenance burden on already stretched field teams. This meant Instant Detect 2.0 had to work perfectly from day 1. In this update, Sam Seccombe...
28 January 2025
The Zoological Society of London's Instant Detect 2.0 is the world's first affordable satellite connected camera trap system designed by conservationists, for conservationists. In this update, Sam Seccombe describes the...
21 January 2025
Over the years, a large number of developments have gone up in the area that I live in and the municipality is not doing what they should when it comes to upholding the laws that have been put in place to protect the...
20 January 2025
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September 2024
17 Products
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Description | Activity | Replies | Groups | Updated |
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G-DiNC 2026: Global Drones in Nature Conservation Symposium & ExpoNairobi & Naivasha, Kenya | March 3–6,... |
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Drones, AI for Conservation, Conservation Tech Training and Education, Emerging Tech, Marine Conservation, Sensors | 4 weeks 2 days ago | |
Hi Ana,Savannah Tracking Ltd, based in Kenya, exclusively provides tracking and IT solutions for wildlife research, management and conservation projects worldwide.We offer a range... |
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Sensors | 1 month ago | |
Yes, thanks Riley and Kim. Someone suggested WIS and I am currently in discussions with them. Their system seems especially well suited for the purpose and I am hoping it works... |
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AI for Conservation, Emerging Tech, Sensors | 1 month 1 week ago | |
I create ocean exploration and marine life content on YouTube, whether it be recording nautilus on BRUVs, swimming with endangered bowmouth... |
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Acoustics, AI for Conservation, Animal Movement, Camera Traps, Citizen Science, Drones, Emerging Tech, Marine Conservation, Sensors, Sustainable Fishing Challenges, Wildlife Crime | 1 month 2 weeks ago | |
Gina- Sounds like an interesting thesis topic! I work with bioacoustics in offshore waters and I'd be happy to have a chat and provide feedback-- feel free to message me via... |
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Emerging Tech, Acoustics, Connectivity, Marine Conservation, Sensors | 2 months ago | |
Hello, could you please elaborate on what the purpose of this project is? Thanks a lot :) Lukas |
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AI for Conservation, Emerging Tech, Sensors | 2 months ago | |
Hi, My name is Gina. I'm currently working on my Bachelor's Thesis and would like some feedback on my final concept. It is a ... |
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Acoustics, Emerging Tech, Marine Conservation, Sensors, Women in Conservation Tech Programme (WiCT) | 2 months 1 week ago | |
Hi CourtneyNothing off-the-shelf. A colleague is talking to e-obs about developing this capability but I don't think it's there yet. There are some Bluetooth-transmitting... |
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Sensors | 2 months 1 week 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 | 3 months 4 weeks ago | |
Thanks Phil - I have e-mailed you.Peter |
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Animal Movement, Sensors | 3 months 2 weeks 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 | 3 months 4 weeks 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 | 4 months 4 weeks ago |
Anti-poaching poison detection sensor for temic & karbadust (carbamate)
28 December 2023 2:52pm
Apply to Beta test Instant Detect 2.0
11 May 2023 10:55am
Low-cost hydrophone - Invitation to tender
15 December 2023 9:28pm
Thermal cameras for monitoring visitors in highly vulnerable conservation areas
21 June 2022 3:44pm
22 September 2023 12:00pm
I would be interested how you setted up this system. Which model do yu use and how are they connected?
6 October 2023 12:27pm
We have the the FLIR FC series (FC 618) thermal cameras setup. with regards to the connection between the cameras and monitoring station, this through fiber cable and microwave radio links.
15 December 2023 8:09pm
Hi,
This is a really late answer but I was new to wildlabs then. I have a security appliance that uses state of the AI models and user defined polygon areas of interest that generates video alerts of intrusions in typically under a second.
Although its setup to install automatically on an NVidia AI on the edge boxes of your intentions were to monitor a great deal of cameras you could also install it on a desktop with a high end GPU for very high performance. At home I use a desktop with an rtx 2080ti and monitor around 15 cameras and a thermal imaging camera (old one).
I have also tested a high end model (yolov7) on a high end thermal imaging camera image and it works fine as well.

Thermal imaging cameras are hellishly expensive though and I’ve found that new extremely light sensitive cameras like the HIKvision colorvu series almost obsoletes them in terms of people detection at night at a fraction of the cost.
If you are interested I’d be happy to show you a demo in a video meeting sometime if you like. I’m pretty sure it would meeting all your intrusion detection and alerting needs.
My project page is
Shedding light on nocturnal behaviour: A cost-effective solution for remote, infrared video recording in the field
13 December 2023 5:55pm
Data Viz Inspo for the Holidays
11 December 2023 8:42pm
Autonomizing Small Mammal Traps
29 November 2023 6:26pm
1 December 2023 7:37pm
One thing to keep in mind is that researchers often want or at least would like to get certain metadata on the tagged animals like sex, size, weight, apperent fitness etc. Without these the questions you can ask can get rather limited. Also, it will also often be highly desired to take samples like blood, hair, other tissue e.g.
In addition, there can be cases where it may be better not to tag the animal if it is not the right age group, is too small to carry the tag, seems like it is not in a good shape etc.
I think it will take quite an effort to get automated systems (capture robots) to make these decisions to a degree you can trust.
Cheers,
Lars
9 December 2023 9:01pm
Thanks for the reply, Lars! I appreciate the input I am genuinely curious if there is a market for such a thing, all data is good data.
10 December 2023 2:30am
I always thought a tracker that attached like a slap bracelet would be sweet.
Remote weather stations
21 March 2018 7:48pm
28 November 2023 2:29pm
While pretty expensive, everyone I know has had good experiences with the HOBO weather stations and can be customizable if needed. Would still be my rec if you need something ASAP
30 November 2023 1:30am
Hi Carly, thanks for this. I forgot to mention HOBO in my original post, but I had them down as the main available option. Think it might have to be them, I'll have to check for $ down the back of the sofa...
1 December 2023 4:55pm
I came across this which looks like it might work for you.
Others have mentioned Davis. I used the Davis vantage pro2 in a previous life, and the cabled version was about USD200 IIRC. However, it must operate with a display console, which can take an optional data logger, but the console is intended to be kept indoors. This means providing a weatherproof enclosure for it in the forest, in addition to a mast for the anemometer etc.
WILDLABS Awards 2024: Supporting accessible, affordable, and effective innovation for nature
1 December 2023 11:00am
Wishlist for kit in a field-based Research Station or tech testing space?
27 November 2023 10:41am
28 November 2023 3:25am
Regine Weckauf over on linkedin:
'Little to do with research and tech development, but given how hard it is to attract and retain experienced staff to field based positions, I know it makes a difference how nice the space is. Just because it's the "field", shouldn't mean staff living in basic conditions, regardless of how many times we've been told to see it as a badge of honor. If you have the money, put in nice bathrooms, kitchen, living spaces, and private accommodation. Maybe even a nursery? It creates more local employment opportunities and people genuinely want to visit.'
28 November 2023 2:25pm
Love the idea for in-house gear/supplies! It can be SOO difficult to travel with batteries, electronics parts with airline regs, country policies, etc. and shipping recorders/trail cams/etc. gets VERY (prohibitively) pricey in some countries with customs and taxes. Would be great to have an in-country place to source that kind of equipment.
Housing educational resources related to that tech (in the form of people, print materials, computer tutorials) in-house would be similarly awesome. Particularly/especially in local languages.
Having in-country wet labs as well helps the eDNA/genetics folks, since sample import/export permitting can be (always seems to be?!) a nightmare, so if you can even just do PCR and/or extractions in-country that helps a ton.
In terms of overall field-station-wishlist - honestly, just the promise of continued funding and staff. Every field station I've been to or worked at is in a constant search for enough money to get through the next month/year, because the funding comes in the establish a station but then not to maintain it long-term. It's not sexy for a wishlist per se, but boy is it over-looked and much-needed.
@hikinghack from Dinalab would probably have lots of good insights on this!
29 November 2023 7:59pm
My suggestion would probably be a 3D printer and Solder Station with a stock of common components. With those two things you can solve most problems.
Paving the Way for Women: LoRaWAN Technology in Akagera National Park with Clementine Uwamahoro

29 November 2023 5:22pm
Tenure Track Scientists (Sensing, Robotics, Machine Learning) - AOPE, WHOI
27 November 2023 9:21am
ICOTEQ launch TAGRANGER® system of products
23 November 2023 1:25pm
AWMS Conference 2023
Insight; a secure online platform designed for sharing experiences of conservation tool use.
7 November 2023 1:01pm
Digital Signals Processing - free online textbook
31 October 2023 1:50pm
Project Update: Improving satellite ear tag transmitters for Polar Bears
6 October 2023 1:42pm
7 October 2023 3:45pm
Just when I thought I couldn't get any stupider Steph...at least I am improving at something I guess...
13 October 2023 10:57am
Hey Rob! I also missed this variety hour thinking it was the next day. I enjoyed the recording on youtube though!
Your thoughts on distributing the components to both sides of the ear is interesting. One thing to consider is heat dessipation, I believe. I believe it is important to consider how heat conducting the part going through the ear is. A few cables would perhaps be OK. Ruggedness should have a very high priority and the more compact the device is the better, I would think.
Interesting stuff you shared about the antenna!
Cheers,
Lars
20 October 2023 3:00pm
Cheers @Lars_Holst_Hansen , yes, the antenna foam spacer idea certainly helped us a bit. I completely agree though that ruggedness, especially on a polar bear (a bit different from a koala 'bear') is a top priority, so there's a lot to consider.
Rob
Song Meter Micro experience?
27 October 2022 6:33pm
11 May 2023 4:45pm
Hi Lucy,
Sorry! I was in the field by the time you replied, and have not been back long. I realise it's been months now, but are you still planning on using the SM Micros? If so, please have a look at my thoughts in the new comment on this thread. I would think in Norway, the stridulating insect issue would not be as bad as in the tropics. Depends on what you want to use them for. Battery life is still definitely an issue though, and even more so in low temperatures. Good luck, let me know how you get on, or if you went with a different recorder.
Cheers,
Nick
26 September 2023 5:55am
Hi everyone. I am suuuuuper late on this discussion but I just finished 6-month fieldwork deploying 18 SM Micro over 70 different locations in Java, so I thought I would like to share my opinion on this device. So my work is basically installing each recorder in one location for the duration of 7-14 days before moving it to a different location, with battery and silica gel changed in between every deployment. Here's my thought:
Waterproofing - The first 2 months of the fieldwork was the wettest season I have ever experienced in the field. Extreme rain almost on a daily basis. Most of the time the recorder was working just fine except for the 2nd week of deployment when I found the inside a bit wet, but it was probably because I forgot to ensure that both lids were clicking. The recorder still works fine after this deployment, and this was when I decided to change the silica gel before the next deployment.
Sound quality - As mentioned by others. there's an annoying peak at 6kHz. I did not originally plan to do soundscape analysis so it wasn't a big problem at the beginning, but now there is some discussion on doing so. Other than this I found the quality to be just adequate.
Battery Life - I am using alkaline 1,5 volt (non-rechargable) battery and get ~120 hours of recording, with a sample rate of 32khz. Suitable for my method, but certainly not for longer deployment.
Safety - My field site is full of a poacher who does not like to be detected, and the rangers warned me so many times about the camera trap that was destroyed or stolen by these people. I used steel cable and a small carabiner-style padlock which I later realized wouldn't stand a chance against a few hits of the machete, but luckily no recorder went missing--mostly because I tried to hide it as far as possible from the trails and cover our tracks. The small size of SM Micro makes it easy to hide among foliage (be careful on contact noise between leaves and recording), and the fact that it is colored green and has no external light also greatly helps (unlike Swiftone. Seriously, who thought that white is a perfect color for an expensive device that will be left in the forest for a long time?)
In conclusion, it is a cheap and easy-to-get device (compared to the mythical Audiomoth) for species presence detection in a short time like I did, but certainly not for longer deployment or more intricate bioacoustic analysis.
6 October 2023 9:08pm
Hi everyone,
I wanted to provide an update on behalf of Wildlife Acoustics regarding some of these comments in this thread. As some of you may know, we have just announced the second generation of our Song Meter Micro. Along with 33% longer battery life due to an expanded battery tray (which now holds 4 AAs instead of 3), the Song Meter Micro 2 will also have a flatter frequency response. Though we don’t have a firm release date at the moment, we are currently looking at an early 2024 release, with pre-orders likely to start at the end of 2023. Detailed frequency response charts and specs will also be posted to our site soon. In fact, we have built an anechoic chamber in our new office and will be doing detailed testing with a host of new precision instruments. For more info on the Micro 2, check out our current product page. Lastly, thanks all for your open and honest feedback. It allows us to make our products better and better for you.
Unravelling freshwater turtle activity with an open source, low-cost accelerometer
6 October 2023 1:04pm
1st Wildlife Scientific Conference 2023
25 September 2023 11:10am
Best Temperature/ Humidity Dataloggers
24 April 2023 1:30pm
11 September 2023 2:49pm
Heya Nick - ooh cool! We thought about the Kestrels but I had heard about some of the problems with them maxing out at 100. Have gone for HOBO Pro V2s
11 September 2023 2:51pm
Heya Matthew cheers for providing a comparison! We went with HOBO Pro V2s which are more expensive but have been working well so far!
23 September 2023 6:14am
Makes sense if you have the cash...
*NEW* White Paper: Harnessing the Power of Sound & AI to track Global Biodiversity Framework (GBF) Targets
20 September 2023 12:53pm
Gundi: The Universal Adaptor for Conservation Technologies
13 September 2023 4:28pm
A low-cost, long-running, open-source stereo camera for tracking aquatic species and their behaviours
5 September 2023 12:15pm
Innovation in Environmental Monitoring
31 August 2023 11:31pm
Live Streaming from a Remote Location (no cell tower access)
15 July 2023 1:18am
29 July 2023 1:29am
"The WiFi Solar Camera comes loaded with various features such as live monitoring ( via smartphone app ), motion sensor recording and notification alerts on detected movement, night vision, cloud storage of footage, an audio system to facilitate communication"
WiFi Solar Camera PTZ (3MP)- Metal Casing White – Simply Online Australia
WiFi Solar Camera PTZ (3MP)- Metal Casing White – Simply Online Australia
29 July 2023 8:43am
Hi Colin, Many thanks for your replies. Yes, Starlink provides full internet access. Our current Wifi Nest camera contains a web server & provides a html code to embed the live stream into a web page for public access. Most security cameras, due to privacy reasons, do not stream to a web page without requiring a username & password. Not a viable solution for public viewing.
We are looking for a camera with PTZ functionality that can stream to a web page without requiring a username & password.
Cheers, Graeme
11 August 2023 12:27pm
Graeme, Maybe speak to a web IT expert. You may be able to have an interface on the webpage which provides the login credentials to the camera, but then passes the image (and control) to another page. Make a "masking" page that keeps the camera happy, but access and control is via another page.
Human-Elephant Conflict Tech Solution in Tsavo: NdovuCare

7 August 2023 1:36pm
30 April 2024 12:48am
9 May 2024 1:56pm
15 May 2024 9:34am
#Tech4Wildlife Photo Challenge: Community Choice Honorees
3 August 2023 10:00am
Live Streaming Camera
31 July 2023 11:36am
Senior Technical Specialist, Monitoring & Technology, ZSL
18 July 2023 1:44pm
21 December 2023 3:48am
Will you accept personal/hobbyist focused on conservation on their small plots of land (10-100 acres)?
I would, and know others, who would happily pay more than the official conservationists rate for the service, which could help to further subsidize the project. (Referring to your statement here: https://wildlabs.net/discussion/instant-detect-20-and-related-cost)