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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- @hjayanto
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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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While tech deployment has often been hailed for playing a critical role in the fight against poaching, these technologies bring with them the risk of cyber attacks. This is based on a study conducted by Orange...
26 April 2023
Skylight is looking for someone who loves our ocean, has a deep interest in apply cutting-edge tech to protect it, is proficient in English and Spanish, and has a background in partnership building and training.
10 March 2023
WeForest is looking for a consultant(s) to identify the best tool(s) and/or program(s) to standardize M&E data collection and management across all our Forest Landscape Restoration projects, globally. Will you...
21 February 2023
ZSL is seeking to recruit a Monitoring & Technology Technical Specialist for ZSL’s Kenya country programme to provide training and technical support to our partners working to conserve biodiversity in Protected and...
15 February 2023
Technology to End the Sixth Mass Extinction. Salary: $104k-144K; Location: Washington DC or Seattle WA, potential hybrid; 5+ years of Full stack development experience; Deadline March 15th - view post for full job...
10 February 2023
Frontiers in Conservation Science is calling for submissions for a Research Topic that aims at examining the paradoxical relationship that has been established in recent years between the flagships of new technology...
10 February 2023
The Junior Data Scientist will play a key role on the Research and Innovation team of Global Fishing Watch by coordinating the team’s engagement with the research community. In this capacity, they will organize...
10 February 2023
Careers
On the AST Skylight team, you will work with talented engineers, domain experts, and product managers to uncover illegal fishing by developing the tools that help countries around the globe combat this problem.
10 February 2023
Careers
Join the Arribada Initiative! We have a unique opportunity for a software developer to create mobile / desktop applications and intuitive user interfaces that assist researchers and fieldworkers to conserve wildlife.
16 January 2023
Conservation partnership launches new award to advance biodiversity conservation from space
5 December 2022
Careers
The Senior Conservation Technology Specialist will be responsible for providing technical advice and capacity development to GWP project teams on conservation technology, distilling challenges and lessons from project...
22 September 2022
The European Biodiversity Partnership Biodiversa+, co-funded by the European Union, has launched a call for research proposals on “Improved transnational monitoring of biodiversity and ecosystem change for science and...
14 September 2022
October 2024
September 2024
9 Products
Recently updated products
Description | Activity | Replies | Groups | Updated |
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Rainforest Connection's (RFCx) Guardian devices may be of interest. They are solar-powered and have connectivity options for Wifi, GSM and satellite transfer. They've previously... |
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Acoustics, AI for Conservation, Connectivity, Data management and processing tools, Protected Area Management Tools, Sensors | 2 years 3 months ago | |
Hi everyone, I seek your help for the choice of my thesis subject, I hold a Master's degree in Management of protected areas and I have... |
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Camera Traps, Data management and processing tools, Protected Area Management Tools, Geospatial | 2 years 4 months ago | |
@Ann_Wambui , Qgis and ArcGis Desktop are stand alone apps that are useful in coming up with geojson files and/or shapefiles that store the location, shape, and attributes of... |
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Data management and processing tools, East Africa Community, Protected Area Management Tools | 2 years 9 months ago | |
Hello. I have reviewed the questions this am and all the questions on the survey that force a response should have a N/A or "I don't know" option. That... |
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Protected Area Management Tools, Wildlife Crime | 3 years 1 month ago | |
At IUCN, we are collecting examples of best practices and case studies of tech use in and around... |
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Protected Area Management Tools | 3 years 2 months ago | |
Hi community, We're looking for a mobile lead engineer to help us protect some of the world's most endangered species... |
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Protected Area Management Tools, Software Development | 3 years 8 months ago | |
Hey everyone, Tomorrow's episode will be with Christine Wilkinson, who will be talking us through how to get started with... |
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Protected Area Management Tools | 3 years 8 months ago | |
Hi Wildlabbers, We're getting ready for tomorrow's episode with Tech Tutor Lily Xu, who'll talk to us about how machine... |
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AI for Conservation, Protected Area Management Tools, Wildlife Crime | 3 years 8 months ago | |
Hi everyone, WCS and the SMART Partnership are holding a hackathon next week with the aim of improving SMART (Spatial Monitoring... |
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Protected Area Management Tools | 8 years 6 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: