This group is home to the protected area management tools that bring data collection, analysis, and reporting together to enable frontline conservation work in real-time. These integrated systems include many tools and topics related to other community groups, so if you're interested in this space make sure to check out our Sensors and Connectivity groups as well.
Resources for Getting Started:
- Watch the recording of our virtual meetup on Networked Sensors for Security and Human-Wildlife Conflict Prevention, including talks from WWF, SmartParks, and Sensing Clues.
- Check out this Introduction to SMART on our YouTube channel.
- Hear about the work Wildlife Protection Solutions is doing in this space.
- Watch Ted Schmidt's lunchtime lecture on Tech Readiness and Protected Area Management Tools.
- For a marine perspective, watch Max Schofield's Tech Tutors episode: How do I use open access remote sensing data to monitor fishing?
Header image: Save the Elephants

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- @Durgananda
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KONKLUSI (Kolaborasi Inklusi Konservasi - Yayasan)
Your friendly Indo-Crocky-Croc



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Wildlife Conservation Society (WCS)
I am a devoted conservationist, natural resource management enthusiast interested in Elephant and Pangolin species and passionate about linking communities with environmental conservation

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- @KateNewtonCorrell
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Hello! I'm the product marketer for Lens by Upstream Tech. Lens is a remote land monitoring platform that helps conservation organizations harness the power of public and commercial geospatial data, regardless of technical experience.
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- @Valentin_Stefan
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Interested in emerging technologies related to camera traps for pollinators
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Interested in bioacoustics
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- @MandyEyrich
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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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A Wildlife Biologist interested in Environment Assessment and Restoration, In-situ and Ex-situ strategies, Technologies used in Conservation and Illegal Wildlife Trade.


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- @jmondragon
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Conservation International is proud to announce the launch of the Nature Tech for Biodiversity Sector Map, developed in partnership with the Nature Tech Collective!
1 April 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
This leads to an exciting blog we did recently, it also includes a spatial map indicating elephant movement tracks of an orphaned elephant who self released himself into the wild (Kafue National Park). Cartography was...
28 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
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 2025, we are actively...
6 October 2024
The Connected Conservation is thrilled to announce our award's third round in collaboration with the Airbus Foundation. This award champions the use of cutting-edge satellite imagery to tackle biodiversity loss and...
30 September 2024
WILDLABS is partnering with FLIR to give away a FLIR ONE Edge Pro to 5 community members.
26 June 2024
Article
One of the most thrilling moments for any researcher is seeing their hard work published for the world to see. As part of the Women in Conservation Technology (WiCT) Kenya Cohort One, we not only learnt about the use of...
17 June 2024
The International Climate initiative, opened a call for €20-25M projects. It will fund one project in this call with relevance for landscape restoration.
5 June 2024
Use your Javascript and .NET skills to support land protection efforts.
5 June 2024
WildLabs will soon launch a 'Funding and Finance' group. What would be your wish list for such a group? Would you be interested in co-managing or otherwise helping out?
5 June 2024
Now accepting applications for two $15,000 grants to help protect wildlife through cutting-edge, technology-driven efforts
3 June 2024
October 2024
September 2024
9 Products
Recently updated products
Description | Activity | Replies | Groups | Updated |
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The European project Nature FIRST is hosting its final conference at Ouwehands Dierenpark in the Netherlands on 25–26 June 2025,... |
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Community Base, Conservation Tech Training and Education, Data management and processing tools, Earth Observation 101 Community, Emerging Tech, Human-Wildlife Conflict, Protected Area Management Tools, Wildlife Crime | 2 minutes 47 seconds ago | |
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... |
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Acoustics, AI for Conservation, Animal Movement, Data management and processing tools, Early Career, Emerging Tech, Ethics of Conservation Tech, Protected Area Management Tools, Software Development | 2 weeks ago | |
Hi @iainmcnicol , welcome to WILDLABS! Thanks for posting this on here. I have shared with my colleagues at Fauna & Flora who have some experience (especially with the... |
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Community Base, Geospatial, Protected Area Management Tools, Wildlife Crime | 1 month 1 week ago | |
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... |
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Acoustics, Emerging Tech, Funding and Finance, Protected Area Management Tools, Software Development | 1 month 2 weeks ago | |
Yep see you on friday |
+3
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Geospatial, Acoustics, AI for Conservation, Camera Traps, Citizen Science, Community Base, Data management and processing tools, Emerging Tech, Open Source Solutions, Protected Area Management Tools | 1 month 3 weeks ago | |
Hi Simon,We (Reneco International Wildlife Consultants) have an ongoing collaboration with a local University (Abu Dhabi, UAE) for developing AI tools (cameratrap/drone... |
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Acoustics, AI for Conservation, Animal Movement, Camera Traps, Citizen Science, Connectivity, Drones, Early Career, eDNA & Genomics, Marine Conservation, Protected Area Management Tools, Sensors | 4 months 1 week ago | |
Thank you David, a phenomenal source! |
+10
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Drones, Geospatial, Protected Area Management Tools | 4 months 2 weeks ago | |
Hi Matthew Wow, what an amazing project! It is incredible how you have managed to figure out some of the complexities of combining underwater imagery with UAV imagery. I am... |
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Drones, Geospatial, Marine Conservation, Protected Area Management Tools | 5 months ago | |
About the Centre for Sustainable Forests and Landscapes (CSFL)Galvanising research and teaching to deliver... |
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Community Base, Climate Change, Conservation Tech Training and Education, Funding and Finance, Protected Area Management Tools | 6 months ago | |
Hi Brett, I am interested in developing really low cost multi channel underwater acoustic recorders. Can you tell me a bit more about the board and stuff you were using... |
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Build Your Own Data Logger Community, Acoustics, Camera Traps, Climate Change, East Africa Community, Marine Conservation, Open Source Solutions, Protected Area Management Tools | 7 months ago | |
Thanks, we know they are breeding these animals here, I asked, since it's seems to be an expensive hobby, we need to allocate more funding for rural women in entrepreneurship and... |
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Acoustics, Animal Movement, Citizen Science, Human-Wildlife Conflict, Protected Area Management Tools, Wildlife Crime | 7 months 1 week ago | |
Who should evaluate (criteria/ questions assessment and scoring) ? - the Park Staff or the NGOs working in the Park or the Independent... |
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Protected Area Management Tools | 8 months ago |
Are you attending SMART Global Congress 2024?
22 February 2024 11:13am
21 March 2024 9:48pm
Awesome, thanks for the summary!
8 June 2024 7:43am
Hey @antoineede ,
I am not sure about that yet video recordings are available or not but you can visit this: SMART Global Congress 2024 | BluePrism
May be here you will get some of the recorded videos to watch.
ICI calls for €20-25M project applications for Colombia
5 June 2024 5:50pm
Open Software Engineer Position at Land Conservation Software Company
5 June 2024 4:37pm
New WILDLABS Funding & Finance group
5 June 2024 3:24pm
5 June 2024 4:14pm
6 June 2024 1:38am
6 June 2024 4:16am
Apply! 2024 Conservation Tech Award
3 June 2024 3:51pm
NCTFJ call for JM$ 500-5000K proposals
26 May 2024 5:05pm
Share Your Work in a Conservation Technology Video
17 May 2024 9:06pm
WILDLABS AWARDS 2024 - Underwater Passive Acoustic Monitoring (UPAM) for threatened Andean water frogs
30 March 2024 3:54pm
5 April 2024 12:13pm
Congratulations, very exciting! Keep us updated!
7 April 2024 6:09pm
This is so cool @Mauricio_Akmentins - congrats and look forward to seeing your project evolve!
1 May 2024 5:17pm
Congratulations! My first hydromoth was just arrived yesterday and so excited! Looking forward for the update from your project!!!
The Inventory User Guide
1 May 2024 12:46pm
Introducing The Inventory!
1 May 2024 12:46pm
22 July 2024 10:55am
23 July 2024 2:05pm
23 July 2024 2:53pm
Hiring Chief Engineer at Conservation X Labs
1 May 2024 12:19pm
Job Opening: Associate Curator of International Conservation at North Carolina Zoo
29 April 2024 9:17pm
Backend Software Architect, EarthRanger (Contract Opportunity)
27 April 2024 7:24pm
Program Manager: Integrating movement and camera trap data with international conservation policy
22 April 2024 10:16pm
Postdoc: Biologging & Camera Trap Data Integration
22 April 2024 10:10pm
Early Warning Systems for Human-Wildlife Conflict, Zoonotic Spillover, and Other Conservation Challenges
17 April 2024 5:43pm
The Variety Hour: 2024 Lineup
22 March 2024 4:30pm
SMART Global Congress 2024: A quick summary
19 March 2024 6:42pm
Here's what you missed at World Wildlife Day 2024
7 March 2024 9:02pm
15 March 2024 2:42pm
A Sensor-Based Approach to Studying Animal Behavior in Light Pollution Research
24 February 2024 9:33pm
27 February 2024 12:38pm
Thanks for helping me!
For now, I'll be testing with mains power (220V). The final prototype needs to be functional using solar panel.
The main system will be a Raspberry Pi, as the Brain of this project, receiving and storage all the measurements from the other devices, controlling the system. The measurement devices will be a microcontroller (still searching for which one to use) with differents sensor, such Lux sensor like TSL2561 or 2591, AudioMoth to record animals sounds, temperature and some other measurements.
For synchronization, must be effective, because the measurements must be or have the same time, so the storage data from differents devices can be grouped by it's timestamp and have full control for animals and fauna. So, probably it will be a lot of data per day.
The distance between each devices I haven't study yet, consider 20 meters within each device.
27 February 2024 1:49pm
Beware that the AudioMoth in itself will drift. It can be hooked up with a GPS to allow for GPS time synchronization, though.
https://www.openacousticdevices.info/gps-sync
27 February 2024 3:11pm
Unless you are planning on making a mesh network between nodes then the total distance spanning the location of all the nodes is important to know, not just the intra node distance.
If you have a Raspberry Pi as a main master node then you could install my sbts-aru project as a base project and you would get a sub-microsecond master time base by default as well as the GPS synchronizes the main system time with typically less than 0.1 microsecond, and SD card corruption resilience due to the in-memory overlayFS architecture.
If the total distance was 20m across all nodes, then the approach above could also combined the audio gathering capability as the sbts-aru project does audio logging as it would be within 20m of an audiomoth anyway, then you also have time-synchonized audio. If the distance is spanning 100m for example and it's just the intranode distance that is 20m then everything is somewhat different with respect to synchronization.
SMART Global Congress 2024
22 February 2024 11:00am
SMART Partnership Director
21 February 2024 4:32pm
Southern African Wildlife Management Association Conference 2024
6 February 2024 12:20pm
Jupyter Notebook: Aquatic Computer Vision
25 January 2024 5:50am
26 January 2024 1:46pm
This is quite interesting. Would love to see if we could improve this code using custom models and alternative ways of processing the video stream.
27 January 2024 4:07am
This definitely seems like the community to do it. I was looking at the thread about wolf detection and it seems like people here are no strangers to image classification. A little overwhelming to be quite honest 😂
While it would be incredible to have a powerful model that was capable of auto-classifying everything right away and storing all the detected creatures & correlated sensor data straight into a database - I wonder if in remote cases where power (and therefore cpu bandwidth), data storage, and network connectivity is at a premium if it would be more valuable to just be able to highlight moments of interest for lab analysis later? OR if you do you have cellular connection, you could download just those moments of interest and not hours and hours of footage?
27 January 2024 6:11am
Am working on similar AI challenge at the moment. Hoping to translate my workflow to wolves in future if needed.
We all are little overstretched but it there is no pressing deadlines, it should be possible to explore building efficient model for object detection and looking at suitable hardware for running these model on the edge.
Power managment/Recharging System and Communication System
2 January 2024 4:06pm
26 January 2024 8:49am
"Seychelles and South Africa did not allow Starlink to operate"
This is not good, has implications for anti-poaching measures.
26 January 2024 9:03am
Power usage for microcontrollers with solar is much more manageable. For Raspberry Pi's and higher it gets expensive and big.
I'm quite impressed by the specs from the Goal Zero Yeti devices. This can have high capacity and be charged with Solar. Not small though. And the price is not in proportion to the Pi's.
So this 200x model for example, would be close to 16 days running the audio recorder. Let's say 10. without solar. Add solar? Depends on the size of the panels I guess. Power usage for mobile networking? Depends on how much you transmit.
Probably some well documented experiments would be really nice for people here. Sounds like something nice for the next set of grants :)
26 January 2024 2:11pm
Real nice video. I'll have another look in the weekend in detail.
How are Outdoor Fire Detection Systems Adapted for Small Forest Areas, Considering the Predominance of Indoor Fire Detectors?
8 January 2024 4:27pm
22 January 2024 6:35pm
Fire detection is a sort of broad idea. Usually people detect the products of fire, and most often this is smoke.
Many home fire detectors in the US use a radioactive source and measure the absorption of the radiation by the air. More smoke means more absorption.
For outdoor fire detection, PM2.5 can be a very good smoke proxy, and outdoor PM2.5 sensing is pretty accessible.
This one is very popular in my area.
Classic - Air Quality Monitor | AQI PM2.5 Indoor/Outdoor Sensor – PurpleAir
The PurpleAir Classic air quality monitor is the original and popular PurpleAir sensor. It measures real-time PM2.5 concentrations for residential, commercial, or industrial use and can be installed indoors or outdoors. Built-in WiFi enables the air quality measurement device to transmit data to the real-time PurpleAir AQI Map, which is stored and made available to any smart device. The PA-II is available in two editions. The SD edition includes an onboard SD logger to record and store data without a WiFi connection. Please note: This sensor does not come with a power adaptor. Find a suitable OUTDOOR-rated adaptor here or use your own USB power source (any 5V, 1.2 to 2.4 amp adaptor will work).
Looking for a Supervisor/Research Group - ML-driven Marine Biomonitoring
3 January 2024 2:05pm
5 January 2024 11:07am
Hi Filippo,
Nice to read your message. Have you thought of contacting anyone in the Bioscience department at UCL? In our group "the People and Nature Lab", a few PhD students (Ben and Jason) are working on ML methods for coral reef monitoring. Might be interesting to reach out to them. List of People at CBER.
Best, Aude
7 January 2024 6:06pm
Thanks Aude, very useful. Will reach out to them!
Tranforming Conservation Together: Highlights from the 2023 EarthRanger User Conference
2 January 2024 10:11pm
10 January 2024 5:23am
14 January 2024 3:06am
15 January 2024 9:54pm
Data Viz Inspo for the Holidays
11 December 2023 8:42pm
20 March 2024 4:32pm
Here is a quick report of what we have learnt there: