Ten years ago, we couldn't have imagined how tools like machine learning, eDNA, and satellites would advance and transform conservation work. Now technology is advancing faster than ever, and as tools become smaller, lighter, and more affordable, it's vital to have a space where community members can discuss the next big thing, share ideas, compare tool options, and tell the story of their experiences - positive, negative, and anything in between - while using new technologies.
In 2021, the WILDLABS State of Conservation Tech report detailed what tools show the most promise according to community members, as well as what tools are currently seen as the most effective. And as new tools enter the field, we're excited to see how this data will change over time, and how this group grows over time as well.
Our State of Conservation Tech research also discusses something called the "Hype Cycle" - the pattern that occurs when a new technology bursts onto the scene, promises to be an exciting solution, encounters challenges as new users adopt the tool and put it into practice beyond just theory, and eventually settles into its most effective state as users acquire the right skills to use it to its actual potential. Machine learning, one of the most promising technologies, is currently in the middle of its own hype cycle, and we see community members working through their own hurdles to incorporate ML into their work effectively. Despite what you may think, this Hype Cycle can also be positive for tech development, as it means that users have big ideas for new tools, and with the right resources and skills, they can work toward bringing those ideas to life. And as our community members experiences the Hype Cycle for various tools at their own paces, we hope this group will also serve as a place to discuss that process and overcome hurdles together.
Ready to discover new possibilities? Join our Emerging Tech group now and get to know your forward-thinking conservation tech peers!
Header photo: Internet of Elephants
No showcases have been added to this group yet.



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Ecosystem Intelligence Lead at Wedgetail, living in Lutruwita/Tasmania
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Electronic engineer turned conservation scientist. Currently building acoustic buoys, satellite-linked marine tags and mussel monitoring systems at the University of Exeter (UK)
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- @mwanikimm
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Ol Pejeta Conservancy
Technology and Innovations Manager
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- @och3k
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- @mariaptoro
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Colombian biologist passionate about behavioral and evolutionary ecology, specializing in amphibians. My research explores animal communication and how environmental factors shape behavior and adaptation.
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I am the Co-CEO of the Most Important Plans for the Planet Collaborative. We plan, design, align, resource, measure, report, repeat PACIMs (Projects, Assignments, Campaigns, Initiatives, Movements) to bridge grassroots with top-down, accelerate to and achieve the UN SDGs.

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Machine learning engineer with extensive data engineering knowledge passionate about ocean conservation. Currently focused on applying deep learning to ocean climate and biodiversity datasets. Based in India, open to global relocation or collaboration.
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- @crazybirdguy
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Field Biologist at Yayasan Cikananga Konservasi Terpadu, Indonesia, with experience and interest mainly in ornithology, citizen science and bioaccoustic

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- @Kirsty
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Manchester Metropolitan University
I am a molecular biologist developing portable tools for genetic analysis in the field
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- @samrozell
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- @himalyanibex
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Tech Entrepreneur, ex-Microsoft, ex-Google, believe in technology for greater good, insatiable curiosity towards seeking knowledge & understanding covering disciplines like game theory, mechanism design, economics, ecology, agent-based modeling etc. Hands on with IoT, AI/ML etc.
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Are you excited by the potential for new technologies to help monitor the natural world? Do you enjoy communicating your passion for technology and nature with diverse audiences? We are seeking an enthusiastic...
2 February 2023
The role of no-code geospatial software in the fight against climate change
24 January 2023
WILDLABS and Fauna & Flora International are seeking an early career Vietnamese conservationist for 12-month paid internship position to grow and support the Southeast Asia regional community in our global...
11 January 2023
This position focuses on the ecology aspect of the project, while a second PhD in Ilmenau will be dealing with programming/AI development. Because of the high temporal resolution of our data, we can investigate how land...
9 January 2023
Careers
We are looking for someone who enjoys the craft of making to come and help run our London based lab.
5 January 2023
Rainforest Foundation UK is looking for a developer who wants to put their skills to use in the fight against climate change and social injustice.
19 December 2022
a technology-led solution to understanding the honeybees of the wasp world
8 December 2022
Rainforest Foundation UK is looking for a FullStack developer with an interest in environmental justice and the development of rainforest monitoring systems
6 December 2022
Conservation partnership launches new award to advance biodiversity conservation from space
5 December 2022
The International Space Station's GEDI instrument uses lasers to gather data on deforestation and impacts on atmospheric concentrations of carbon dioxide to highlight key areas to conserve.
2 December 2022
This SPACES paper aims to inspire the audience to use spatial intelligence as an enabler for integrated nature and climate action. It showcases ’emerging’ data sources and digital technology in the nature and climate...
28 October 2022
*New closing date!* WILDLABS and Fauna & Flora International are seeking an early career conservationist for 12-month paid internship position to grow and support the Southeast Asia regional community in our global...
19 October 2022
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Description | Activity | Replies | Groups | Updated |
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How neat, thanks for sharing! We'd love to hear more about your drone project once it's underway, please keep us updated on that one! |
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AI for Conservation, Emerging Tech | 5 years 1 month ago | |
Author: Jody Tucker, U.S. Forest Service, Pacific Southwest Region Carnivore Monitoring ProgramFigures below text in order (Fig 1... |
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AI for Conservation, Emerging Tech | 5 years 1 month ago | |
What better way to celebrate Endangered Species Day 2020 than try a new technology to protect them? If you're planning to be out and... |
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AI for Conservation, Emerging Tech | 5 years 3 months ago | |
Hi - my name is Rogue Marechal, founder of HAL-13, a game board publisher specifically interesting in connecting the gaming community to the world and challenges of wildlife... |
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Emerging Tech | 7 years 1 month ago | |
We've recently published in Scientific American on some of the ways AR/MR can be used to support wildlife. Great to have any feedback... |
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Emerging Tech | 7 years 7 months ago | |
Yes - good points in there about why traditional attempts at these attempts have hit a ceiling - we have some great approaches to that - will have some prototypes to share very... |
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Emerging Tech | 9 years ago | |
Hi. Very glad to have this group as I think this is an area that has a lot of potential and little attention. I founded... |
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Emerging Tech | 9 years 7 months ago |
Dual-/Multi-Use Technology Strategies
1 April 2025 11:46pm
15 April 2025 7:36pm
This is more than the supply chain though. The point was the company itself cannot use any tech for anything from the 5x companies. So in my case my ISP is incompatible. Essentially I see the only companies making that kind of sacrifice are ones that want to devote themselves to defence only.
Of course. That’s US defense as a customer. European defence is fully on the table.
It’s just sad that it’s not restricted to defence. US government wildlife organisations cannot buy European tech unless that European company was pure in their eyes.
15 April 2025 8:37pm
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 nations' multi-use markets. A company's ability and journey to tap into other markets is very unique to them (product, team, finances, infrastructure, agility), and some simply cannot adapt. There is no one size fits all (or even most) solution when it comes to multi-use strategies. It is important that we are systematic about evaluating the cost to adapt our product-service to a different market, and the value of new opportunities in that new market, without losing track of underlying conservation and social good needs.
Field-Ready Bioacoustics System in Field Testing
2 April 2025 10:38am
3 April 2025 3:38pm
Hi Carly,
Thanks so much for your thoughtful message—and for introducing me to Freaklabs! BoomBox looks awesome, and it’s exciting to see how closely our goals align. There’s definitely potential for collaboration, and I’d be happy to chat more. Their system is super efficient and I think both of our systems have a place in this space.
Affordability and reliability were key considerations when I started building Orpheus. I wanted to create something rugged enough to survive in the field year-round while still being accessible for conservationists with limited budgets. The full-featured unit is €1500, and the basic model is €800. That pricing reflects both the hardware and the considerable time I’ve spent writing and refining the system—it’s all about balancing performance, durability, and keeping it sustainable for the long term.
Even the base unit is more than just a playback device. It logs every playback event, duration, and species, with enough onboard storage for two years of data, and it automatically converts the logs to line protocol for easy integration into platforms like InfluxDB.
On top of that, Orpheus actively logs and graphs temperature, humidity, atmospheric pressure, and battery voltage. During deep sleep, it interpolates the environmental data to preserve meaningful trends without wasting energy. You can view any of these on it's 5" touch screen or view it in the cross-platform app that will support both Android and IOS once I'm done programming it.
As for audio specs:
- Recording is supported up to 96kHz,
- Playback is full 24-bit, both MP3 and WAV formats
- The system currently supports recording audio clips, reviewing them, and even adding those clips directly to playlists on the device.
That said, for bat research, I know ultrasonic capability is essential. While the current hardware doesn’t capture over 100kHz, I’ve already done the research and identified alternative audio interfaces that would support that range. If that’s a need researchers are interested in, I’d be open to building out a dedicated version to meet those requirements.
Power-wise, it runs indefinitely on solar, even under partly cloudy conditions. It uses a LiFePO₄ battery, and depending on usage, it can operate for up to two weeks on battery alone. It also supports external power from 12V or 24V systems, and solar input from 12V to 70V, so it’s pretty adaptable to various field setups. it also can operate from -5 to 70C (still testing that), but the hardware should be capable according to specs. Your correct though in places like the rain forest that could be challenging and an alternative would need to be considered.
The software is written modularly to allow for expansion based on user needs. For instance, I’ve already integrated support for a rain sensor that can pause playback if the user chooses that, and could easily include PIR, microwave, or other sensors for more specialized triggers.
Regarding durability, I’m currently testing mesh cable sheathing to deter rodents and other wildlife from chewing the wires—this was a concern raised by one of the teams using Orpheus, and I’m designing around it.
Also, Orpheus includes a seasonal scheduling engine—you can define your own seasons (like Migration, Breeding, etc.) and assign unique playback playlists to each. The device uses astronomical data (sunrise/sunset) based on your provided lat/lon and time zone, and automatically adjusts timing offsets like “1 hour before sunrise.” The goal is truly fire-and-forget deployment.
I'm open to adding any features or sensors that might be useful within reason.
I’m curious though, what specs would make a recording device for bats an indispensable tool? What features don’t already exist on the market that should?
Warm regards,
Travis
5 April 2025 4:03pm
I love the look of the system! We almost called our new sensor Orpheus, but decided against it as there is already a microphone named that! I'd love to see a bit more about the technical implementation! Is this running off of a CM5 or something different?
6 April 2025 1:45pm
Hi Ryan, hmm, I had no idea there was a microphone named that. I thought about how it’s used to lure birds for netting, and I like Greek Mythology. I thought it was a perfect fit, but hmm, May have to change the name. I considered using a CM, but i wanted the system to be as efficient as possible. I am using a RPI Zero 2 W with emmc. To ensure the UI stays responsive I used some backend tricks like thread pooling. It works well and resources stay in check. The challenging part is ensuring thread handling is done gracefully and carefully to prevent race conditions. What sort of sensor have you been developing?
Boombox Workshop at ICCB 2025
16 May 2025 8:18am
Prospective NSF INTERN
11 February 2025 10:00am
8 May 2025 8:51am
My name is Frank Short and I am a PhD Candidate at Boston University in Biological Anthropology. I am currently doing fieldwork in Indonesia using machine-learning powered passive acoustic monitoring focusing on wild Bornean orangutans (and other primates). I am reaching out because as a student with a National Science Foundation Graduate Research Fellowship, I am eligible to take advantage of the NSF INTERN program which supports students to engage in non-academic internships through covering a stipend and other expenses, with the only caveat being that the internship must be in-person and not remote. I was wondering if any organizations in conservation technology would be interested in a full-time intern that would be coming in with their own funding?
In addition to experience with machine learning and acoustics through training a convolutional neural network for my research, I also have worked with GIS, remote sensing, and animal movement data through other projects. Further, I have experience in community outreach both in and outside of academic settings, as I previously worked for the Essex County Department of Parks and Recreation in New Jersey for 3 years where I created interpretive signs, exhibits, newsletters, brochures, and social media posts. Now while doing my fieldwork in Indonesia, I have led hands-on trainings in passive acoustic monitoring placement and analysis as well as given talks and presentations at local high schools and universities.
I would love to be able to use this opportunity (while the funding still exists, which is uncertain moving forward due to the current political climate in the US) to exercise and develop my skills at a non-academic institution in the conservation technology sphere! If anyone has any suggestions or is part of an organization that would be interested in having me as an intern, please contact me here or via my email: fshort@bu.edu geometry dash. Thank you!
Hi Frank, your work sounds incredibly valuable and well-aligned with current needs in conservation tech. With your strong background in machine learning, acoustics, GIS, and outreach, you’d be an asset to many organizations. I’d recommend looking into groups like Rainforest Connection, Wildlife Acoustics, or the Conservation Tech Directory (by WILDLABS)—they often work on acoustic monitoring and might be open to in-person internships, especially with funding already in place. Best of luck finding the right match—your initiative is impressive!
Technology in Wildlife Welfare Workshop (in-person, UK)
6 May 2025 7:46pm
Sustainable financing for open source conservation tech - Open Source Solutions + Funding and Finance Community Meeting

1 May 2025 11:52am
Expert feedback wanted: Energy Harvesting
13 March 2025 12:40pm
11 April 2025 10:57am
Hi, we've gotten more than 20 replies until now so thank you if you took the time to answer.
And we would really appreciate if you could spare a few minutes to answer if you haven't by now!
Thank you,
David, Kinect team
Mothbox going to Shenzhen with Seeedstudio
6 April 2025 4:27pm
Nature Tech for Biodiversity Sector Map launched!
1 April 2025 1:41pm
4 April 2025 1:57pm
SCGIS International Conference: Geospatial Technology Innovations for Conservation
27 March 2025 6:35pm
Technical Report: Using the FLIR ONE Thermal Camera to detect wild animals
27 March 2025 11:57am
Nature Tech Unconference - Anyone attending?
8 March 2025 12:11pm
15 March 2025 8:28am
Definitely!
21 March 2025 12:07pm
The Futures Wild team will be there :)
26 March 2025 7:54pm
Yep see you on friday
United Nations Open Source Principles
13 March 2025 4:13pm
25 March 2025 11:54am
All sound, would be nice if there were only 5, though!
Wildlife Detection/Identification App for Security personnel at Airports.
5 October 2024 3:49am
7 October 2024 10:37am
Within the African Wildlife Forensics Network many investigators, customs officials and the like use the IDentifyIT App for species, and now cycads. It is a continual work in progress but it helps with in situ morphological ID.
13 March 2025 5:41pm
Not for ID but there is a "Wildlife Sentinel" app too. Great Idea by the way.
23 March 2025 12:55pm
Hi,
Thank you for your message I think there's some kind of application for this app not by itself by complementing technologies like NABIT, mentioned in an earlier comment.
So, haven't found anyone so far to have a full fledged discussion and feasibility of this idea yet.
Drone for Studying Migratory Birds - Research Input
9 October 2024 4:55pm
18 February 2025 10:42pm
Hi! I would be interested to learn more about your project. Would you send me your contact email? Mine is melisa.simic@nuveen.com - We are infrastructure investors globally working with both clean energy and diversified infra assets.
Thanks, Melisa
24 February 2025 4:24am
Hi Melisa,
I have emailed you the project idea. Hope to hear from you soon. My email address is: Geometry Dash Lite jonathonreese0924@gmail.com
21 March 2025 3:25pm
Hi Nikita,
If you haven't already, I'd recommend reaching out to the folks at the Cornell Ornithology lab. They're really glued into all things bird. In particular, I remember seeing a presentation years ago about their project birdcasting, which was measuring bird migration via radar. One of their next steps was to connect small scale behavior to large scale movement data, and it sounds like your drone project could help fill that gap.
Cheers,
Brandon
Drone Photogrammetry & GIS Introduction (Foundation) Course

18 March 2025 12:47pm
Nature FIRST Conference: Innovation and Collaboration in Conservation
11 March 2025 9:39am
The 100KB Challenge!
7 February 2025 11:47am
20 February 2025 9:13am
Nice one - what kind of thing would you use this for?
~500mA peak current, it has a similar power profile as the current RockBLOCK product, in that it needs lots of juice for a for a small period of time (to undertake the transmission) we include onboard circuitry to help smooth this over. I'll be able to share more details on this once the product is officially launched!
20 February 2025 9:13am
~500mA peak current, it has a similar power profile as the current RockBLOCK product, in that it needs lots of juice for a for a small period of time (to undertake the transmission) we include onboard circuitry to help smooth this over. I'll be able to share more details on this once the product is officially launched!
20 February 2025 9:31am
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 kind of system that is about deploying and "forgetting" as it collects data and streams it is a good opportunity.
If you want we can have a talk so you tell me about what you developed and I'll see if it fits future projects.
All the best
Tropical fieldwork funding! Up to $15,000 -Susan Wojcicki Fellowship
10 February 2025 7:01pm
Light in the dark: How AI and FLIR cameras are saving black rhinos in Kenya
8 February 2025 12:49pm
Online platform for beta testing?
5 February 2025 4:20am
UK Home Studentship: Chasing the Cheetah: Pioneering Multi-Modal Sensor Fusion in the Wild
3 February 2025 4:34pm
Webinar: Wildlife Drones’ Dragonfly – Revolutionizing VHF Tracking Technology
3 February 2025 4:31am
Software Developer - Key Conservation
28 January 2025 11:36pm
What Are Innovative Technologies, and Why Should Conservationists Care?
28 January 2025 3:38pm
Nature Tech Unconference
State of the art thermal imaging core and the zoo
28 October 2024 6:12pm
12 January 2025 9:04pm
I would also be interested - looking at starting a project that need observation of large african animals with nocturnal habits... Holy grail with unlimited funding would be a grid of 100's of cameras :-)
13 January 2025 9:15am
I love those numbers 😀 indeed a holy grail. I’ll send you a private mail.
13 January 2025 9:23am
@HeinrichS there’s still time for you or anyone else to make a funding submission to the wildlabs 2025 grants ❤️❤️❤️
I haven't applied for wildlabs funding, but I would love for others to apply that want to use my systems. My preference goes to those who want to use the most units :-)
15 April 2025 6:17pm
That is a great point and the current international trade climate has been making supply chain even more difficult. This also deeply affects US companies given much of the US goods manufacturing and assembly happening in China. Over the last few years, I have been seeing US hardware companies (e.g. drone platform and component OEMs) sourcing their goods from India, Turkey, Canada, and more recently in African and South American nations. Because of the last 3-to-5 years of increasingly restrictive and costly international hardware trade, there has been a emergence of specialized component manufacturers internationally. For European companies interested in providing hardware services to the US, I would suggest diversifying the supply chain beyond China. Given the current climate and trends, that added supply chain resilience may be a good idea, regardless of work with the US.