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
- @KB
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Wildlife ecologist specializing in animal movement modeling and habitat selection with a strong interest in conservation policy and management decisions.
- 0 Resources
- 0 Discussions
- 17 Groups
- @vfhawkinson
- | she/her
University of Washington
PhD student assessing multi-scalar livestock-wildlife interactions in the American West
- 0 Resources
- 1 Discussions
- 8 Groups
- @elaine12160
- | She/Her
UCLA Computational Biology and Conservation Biology
- 0 Resources
- 0 Discussions
- 2 Groups
- @trish_lai
- | she/her
UCD SVM Student
- 0 Resources
- 0 Discussions
- 11 Groups
- @dmwilliams
- | she/her
Behavioral ecologist and community science coordinator
- 0 Resources
- 0 Discussions
- 8 Groups
- @williamkingwill
- | Mr
Hi, my name is William. I am Senior Data Scientist/ Remote Sensing Engineer with experience in GIS, Machine Learning, Systems Engineering, Data Science Pipelines. I am motivated and passionate about using my skills for wildlife and biodiversity conservation.
- 0 Resources
- 0 Discussions
- 7 Groups
- @TaliaSpeaker
- | She/her
WILDLABS & World Wide Fund for Nature/ World Wildlife Fund (WWF)
I'm the WILDLABS Research Specialist at WWF-US



- 23 Resources
- 62 Discussions
- 25 Groups
WILDLABS & Wildlife Conservation Society (WCS)
I'm the Bioacoustics Research Analyst at WILDLABS. I'm a marine biologist with particular interest in the acoustics behavior of cetaceans. I'm also a backend web developer, hoping to use technology to improve wildlife conservation efforts.





- 27 Resources
- 34 Discussions
- 34 Groups
Sustainability Manager for CERES Tag LTD. An animal health company; animal monitoring, conservation, & anti-poaching/ rural crime. Wildlife, livestock, equine & companion. #CeresTrace #CeresWild #CeresRanch





- 2 Resources
- 20 Discussions
- 24 Groups
Cinematographer, Conservationist, Remote Sensing
- 0 Resources
- 4 Discussions
- 3 Groups
- @himalyanibex
- | He/him
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.
- 0 Resources
- 2 Discussions
- 5 Groups
Movement ecologist using conservation technology to study the behaviors of animals in the wild and understand how they cope with change to most effectively address conservation- and conflict-related issues.


- 0 Resources
- 9 Discussions
- 11 Groups
Explore BOEM data, build analytic tools, and recommend solutions for sea turtle relocation trawling approaches to reduce incidental risk. Prize: $40,000
21 September 2022
From an invasive reptile trapping system to a nucleic acid barcode that identifies poached and trafficked wildlife products anywhere in the world, the U.S. Fish and Wildlife Service’s Theodore Roosevelt (TR) Genius...
21 September 2022
Amazon Sustainability is welcoming proposals related to climate risk/resilience, life cycle assessment, circular strategies, and more. Selected PIs receive unrestricted funds, no more than $80,000 USD on average
20 September 2022
This technology was recently tested in Kauai, Hawaii, with the National Tropical Botanical Garden and has successfully collected from 5 critically endangered species that were otherwise inaccessible.
16 September 2022
Careers
This Senior-Level (SL) position is located in the Office of Research and Development (ORD), Office of Science Advisor, Policy and Engagement (OSAPE). The location will be determined after a selection has been made...
14 September 2022
Article
APPLY NOW! The Sovereign Nature Initiative has partnered with the Kenya Wildlife Trust to experiment with emerging technologies to support their predators' conservation work.Challenges will focus on:1. Lion...
30 August 2022
Boost cons tech capacity at an international NGO! Fauna & Flora International is offering a paid three-month internship to consolidate and share best practices for the application of emerging hardware and software...
26 August 2022
Article
An update on Ceres Tags products that are being used in conservation
22 August 2022
Careers
Job opening at ARISE, an innovative program in the Netherlands to build a digital infrastructure for biodiversity data and services
19 August 2022
Are you interested in joining a team dedicated to changing how conservation is conducted around the world by developing new genetic technologies for conservation, and being part of the new wave of scientists paving a...
15 August 2022
Are you creative, love new challenges and have experience developing software? The Wildlife Insights team is hiring! Join a diverse team of ecologists, data scientists, engineers and machine learning experts to protect...
10 August 2022
Interesting thought piece from Mark Minevitch (AI for Good) et al. on the promise of AI and other ICT innovation to deliver on climate challenges, existing ICT sector emissions - and the three types of carbon lock-in...
8 August 2022
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Description | Activity | Replies | Groups | Updated |
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Have you tried or considered Garmin Inreach or Zoleo trackers?I have experience with Garmin Inreach in relatively rugged terrain in Greenland (probably not as steep as what you... |
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Connectivity, Emerging Tech, Protected Area Management Tools | 1 year 8 months ago | |
I agree, this would be great for canopy work! |
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Autonomous Camera Traps for Insects, Camera Traps, Emerging Tech, Marine Conservation | 1 year 9 months ago | |
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Climate Change, Community Base, East Africa Community, Emerging Tech, Software Development | 1 year 9 months ago | ||
Hi all! I am a mechanical engineer working in the Aerospace Engineering department at a University, and I have the opportunity to take over... |
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Emerging Tech, Human-Wildlife Conflict, Marine Conservation, Open Source Solutions, Sensors | 1 year 10 months ago | |
Carly, that would be great! Thanks! I work with soundscapes and love the work of Rainforest Connection! I'll send you an email (@CUNY) to coordinate! |
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Acoustics, AI for Conservation, Conservation Tech Training and Education, Drones, eDNA & Genomics, Emerging Tech, Geospatial | 1 year 11 months ago | |
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Emerging Tech | 2 years ago | ||
Hi everybody 👋🏽,I'm a UX designer, and I design interfaces and improve user experiences/flows. I would love to contribute to conservation... |
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AI for Conservation, Conservation Tech Training and Education, Emerging Tech, Human-Wildlife Conflict | 2 years ago | |
Hi Jeremy, With a quick search I've found the paper linked below. It looks like equipments such as Livox MID are sufficient for plot-level analyses, but not for individual... |
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Drones, Earth Observation 101 Community, Emerging Tech, Geospatial, Sensors | 2 years 1 month ago | |
Yes, but for our needs that are not powerful enough |
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Acoustics, Build Your Own Data Logger Community, Camera Traps, Emerging Tech, Open Source Solutions | 2 years 1 month ago | |
Hi James - I'm working for Regen Network at the intersection of blockchain and ecosystem regeneration and am developing an Environmental Stewardship initiative that might be of... |
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Emerging Tech | 2 years 1 month ago | |
Hi Andrea! Although I am a keen user and observer of the Moveapps initiative, my R or Python coding skills are next to non- existing. I am therefore not likely to be contributing... |
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Animal Movement, Conservation Tech Training and Education, Data management and processing tools, Emerging Tech, Human-Wildlife Conflict, Open Source Solutions, Software Development | 2 years 2 months ago | |
Hi all,Thank you so much for sharing the resources, these are quite insightfull |
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Emerging Tech | 2 years 2 months ago |
Apply for Free Access to Nature FIRST Conference (innovative solutions for biodiversity monitoring and human-wildlife coexistence)
22 May 2025 2:37pm
Documentary on Conservation
5 May 2025 10:12am
5 May 2025 2:37pm
Would definitely recommend reaching out to Nature Tech Collective - an industry coalition of nature tech start-ups, orgs, companies. It's an awesome community and you'll be spoiled for choice on entities to engage with!
20 May 2025 11:16pm
Hi Nick,
At Wildlife.ai, from the other side of the world, we would be happy to chat with you. PM if interested
Victor
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
Dual-/Multi-Use Technology Strategies
1 April 2025 11:46pm
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.
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.
Off-The-Shelf Drones & Open Source GIS Software for Dam Site Surveying?
15 April 2025 3:57pm
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
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?
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
5 May 2025 11:59am
Hey Nick,
Sounds like an interesting film project. A small company I always really liked is OpenForests.com
They do a great job on using remotely gathered images to monitor forest projects and their results, and a lot more I guess.
Good luck!
Sven