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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- 14 Groups
Technologist, birder, photographer and mountain guide.
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- 18 Groups
Movement Ecologist studying the where, why, and how animals move throughout our world. Current work is investigating the movement and energetics of large neotropical bats in a changing environment with ephemeral resources.
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- 23 Discussions
- 22 Groups
- @HollyCormack
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Biodiversity Knowledge Management Intern at the Biodiversity Consultancy Ltd
- 6 Resources
- 5 Discussions
- 6 Groups
- @roxirisa
- | roxi
Biologist I consider myself a data scientist with a passion for nature and with an extensive experience in species distribution modeling, handling large data sets from different sources such as gbif, eBird, xeno-canto, Worldclim, Terraclimate, ocean color e NASA among others. But
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- @KimLane
- | She/Her
Sustainability Manager for CERES Tag LTD. An animal health company; animal monitoring, conservation, & anti-poaching/ rural crime. Wildlife, livestock, equine & companion. #CeresTrace #CeresWild #CeresRanch #SalusPet
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- 18 Discussions
- 22 Groups
- @StephODonnell
- | She / Her
WILDLABS
I'm the Community Manager at WILDLABS
- 150 Resources
- 646 Discussions
- 30 Groups
- @leonardoscarpa
- | He/His
I'm Leonardo, I'm a biologist, and I'm passionate about movement ecology. Another of my hobbies is GIS. I have a master's degree in this topic, which I complement with the use of technology such as drones, camera traps and acoustic receivers
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I am the executive director of FishEye Collaborative, a non-profit leveraging emergent underwater listening technologies to grow our understanding of marine ecosystems. I am also the president of FishEye Acoustics, a marine tech company developing a new class of acoustic sensors.
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- 6 Groups
Working in relation to ecosystem services
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- 8 Groups
Wildlife Drones
Wildlife Drones has developed the world’s most innovative radio animal-tracking system using drones so you can track your radio-tagged animals like never before.
- 9 Resources
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- 32 Groups
Allen Institute for AI
Communications for EarthRanger and Skylight
- 7 Resources
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- 10 Groups
Article
You’re invited to the WILDLABS Variety Hour, a monthly event that connects you to conservation tech's most exciting projects, research, and ideas. We can't wait to bring you a whole new season of speakers and...
22 March 2024
SMART Global Congress, the first global gathering of conservation professionals using SMART, was held in Windhoek, Namibia from March 10-13. Here is a snapshot of what we learned!
19 March 2024
Catch up on the conservation tech discussions and events that happened during World Wildlife Day 2024!
7 March 2024
Careers
The SMART Partnership is hiring a Program Director to oversee all aspects of the partnership's operations
21 February 2024
Here are a few key insights from this year's event that we're carrying into 2024.
2 January 2024
Article
Read our interview with Clementine Uwamahoro, African Parks’ Country Manager in Conservation Technology overlooking technology operations for both Akagera National Park and Nyungwe National Park.
29 November 2023
TagRanger® is a state-of-the-art wildlife finding, monitoring and tracking solution for research, conservation and environmental professionals. With superior configurability for logging data, reporting location and...
23 November 2023
The illegal wildlife trade varies widely regarding species and geographical variance, necessitating niche and tailored research. Against this background, this study on elephant poaching in Tanzania was conducted at the...
30 October 2023
With the rising threats to biodiversity such as wildlife crime, climate change and human-wildlife conflict today, wildlife monitoring technologies have become vital to study movement ecology, behaviour patterns, changes...
25 October 2023
We're delighted to announce that Connected Conservation Foundation and Airbus Foundation have today launched round 2 of the ‘Satellites for Biodiversity Award’.
2 October 2023
Careers
Could you be our next team member to help empower conservation through data and technology?
28 September 2023
The partnership will support the Global South with the development, planning and management of marine protected areas (MPAs) in the high seas.
22 September 2023
April 2024
event
October 2024
March 2024
event
December 2023
Description | Activity | Replies | Groups | Updated |
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Awesome, thanks for the summary! |
+8
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Protected Area Management Tools, Community Base | 6 days 11 hours ago | |
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... |
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Sensors, Protected Area Management Tools | 1 month ago | |
Hi Amit,The most important thing is that the livestock owners contact you as soon as possible after finding the carcass. We commonly do two things if they contact us on the same... |
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Camera Traps, AI for Conservation, Conservation Tech Training and Education, Early Career, Human-Wildlife Conflict, Protected Area Management Tools | 1 month 3 weeks ago | |
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... |
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Camera Traps, AI for Conservation, Build Your Own Data Logger Community, Data management and processing tools, Marine Conservation, Protected Area Management Tools, Remote Sensing & GIS | 2 months ago | |
Real nice video. I'll have another look in the weekend in detail. |
+10
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Acoustics, Community Base, Protected Area Management Tools, Remote Sensing & GIS, Sensors | 2 months ago | |
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... |
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Community Base, Conservation Tech Training and Education, Data management and processing tools, Ethics of Conservation Tech, Human-Wildlife Conflict, Open Source Solutions, Protected Area Management Tools, Sensors, Wildlife Crime | 2 months ago | |
I dont have anything written up but I can tell what parts we used and how we tested.Its pretty straightforward, we used this M10 Enclosure Vent from Blue Robotics: Along with... |
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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 | 2 months 1 week ago | |
Thanks Aude, very useful. Will reach out to them! |
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Early Career, Acoustics, eDNA & Genomics, Marine Conservation, Protected Area Management Tools | 2 months 2 weeks ago | |
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. |
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Community Base, Emerging Tech, Marine Conservation, Protected Area Management Tools, Sensors | 3 months 4 weeks ago | |
Hey Stephanie,Thanks a lot! Sorry I missed your message but of course I can ask our users about their experience with sensors! |
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Biologging, Human-Wildlife Conflict, Marine Conservation, Protected Area Management Tools | 5 months 2 weeks ago | |
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 | 6 months 1 week ago | |
Alina has been a longtime friend of WILDLABS, and has been incredibly generous about sharing her knowledge as a Tech Tutor, an expert... |
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East Africa Community, Protected Area Management Tools | 6 months 2 weeks ago |
The Variety Hour: 2024 Lineup
22 March 2024 4:30pm
Are you attending SMART Global Congress 2024?
22 February 2024 11:13am
20 March 2024 4:32pm
Here is a quick report of what we have learnt there:
21 March 2024 9:48pm
Awesome, thanks for the summary!
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
Conservation Technology for Human-Wildlife Conflict in Non-Protected Areas: Advice on Generating Evidence
22 January 2024 11:36pm
23 January 2024 1:54pm
This is an area where my system would do very well in:
Also, as you mention areas dominated by humans, there is a high likelyhood that there will be enough power there to support this system, which provides very high performance and flexibility but it comes with a power and somewhat a cost cost.
Additionally, it's life blood comes with generating alerts and making security and evidence gathering practical and manageable, with it's flexible state management system.
Ping me offline if you would like to have a look at the system.
4 February 2024 8:16am
Hi Amit,
The most important thing is that the livestock owners contact you as soon as possible after finding the carcass. We commonly do two things if they contact us on the same day or just after the livestock was killed:
- Use CyberTracker (or similar software) on an Android smart phone to record all tracks, bite marks, feeding pattern and any other relevant signs of the reason for the loss with pictures and GPS coordinates. [BTW, Compensation is a big issue -- What do you do if the livestock was stolen? What do you do if a domestic animal killed the livestock? What if it died from disease or natural causes and was scavenged upon by carnivores afterwards?]
- In the case of most cats, they would hide the prey (or just mark it by covering it with grass or branches and urinating in the area). In this case you can put up a camera trap on the carcass to capture the animal when it returns to its kill (Reconyx is good if you can afford it - we use mostly Cuddeback with white flash). This will normally only work if the carcass is fresh (so other predators would not be able to smell it and not know where it is yet), so the camera only has to be up for 3-5 days max.
This is not really high-tech, but can be very useful to not only establish which predator was responsible (or if a predator was responsible), but also to record all the evidence for that.
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.
Recycled & DIY Remote Monitoring Buoy
15 January 2024 1:14am
15 January 2024 9:17pm
Hello fellow Brett. Cool project. You mentioned a waterseal testing process. Is there documentation on that?
18 January 2024 10:25am
I dont have anything written up but I can tell what parts we used and how we tested.
Its pretty straightforward, we used this M10 Enclosure Vent from Blue Robotics:
Along with this nipple adapter:
Then you can use any cheap hand held break pump to connect to your enclosure. You can pump a small vacuum in and make sure the pressure holds.
Here's a tutorial video from blue robotics:
Let me know if you have any questions or if I can help out.
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
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
ICOTEQ launch TAGRANGER® system of products
23 November 2023 1:25pm
AWMS Conference 2023
New Tool from Defenders Connects Land Trusts with Management Tools and More | Defenders of Wildlife
20 November 2023 10:55am
Defenders unveiled WALT: Wildlife & Land Trusts, an interactive tool empowering land trusts to conserve more land by making accessible the necessary information for funding & technical assistance.
Insight; a secure online platform designed for sharing experiences of conservation tool use.
7 November 2023 1:01pm
A secure platform designed for those working to monitor & protect natural resources. Insight facilitates sharing experience, knowledge & tools to increase efficiency & effectiveness in conservation. By sharing we reduce time & money spent to find, test, & implement solutions.
A Market Reduction Approach to Illegal Ivory Markets in Tanzania
30 October 2023 7:41am
5 Trailblazing Wildlife Monitoring Tech Solutions across East Africa. What Monitoring Technologies are you using?
25 October 2023 12:40pm
What Biologgers are you using?
30 August 2023 10:44am
7 September 2023 10:57am
Interesting. interesting. I'm probably jumping the gun here but I'm curious - are you getting any trends on types of biologgers or specific manufacturers people are talking about? Or is everyone using different tags/manufacturers?
7 September 2023 11:00am
Ah! It's great to find out about your tags - great video, thanks for sharing. We'd love to hear from some of your users about their experiences with your tags! Would you be able to share the poll with your user community?
12 October 2023 12:24pm
Hey Stephanie,
Thanks a lot! Sorry I missed your message but of course I can ask our users about their experience with sensors!
GEO BON Monitoring Biodiversity for Action
5 October 2023 3:10pm
🚀 New Grant: 'Satellites for Biodiversity Award' Round 2
2 October 2023 1:50pm
GIS & Data Science Specialist
28 September 2023 1:32pm
IUCN and AI2 to provide AI technology at no cost to fast-track implementation of newly signed UN High Seas Treaty
22 September 2023 9:54am
20 March 2024 4:32pm
Hi!
A number of the sessions have been recorded. I hope that they will become accessible, though I'm uncertain about the audience who will have access to them.