Software plays an increasingly vital role in conservation, helping to protect and manage biodiversity through innovative technological solutions. It also facilitates collaboration among researchers, local communities, and governments, empowering them to develop sustainable conservation strategies. However, many of us working in conservation tech don't have the benefit of a large team of software experts to collaborate with or bounce ideas off of. We aim to change that.
This group is for anyone interested in applying software to conservation and wildlife research. Whether you're a developer eager to contribute to conservation or a newbie with valuable data and ideas but limited software experience, this group connects people with diverse expertise. It provides a space for asking questions, sharing resources, and staying informed about new technologies and best practices. We are also committed to supporting technologists and conservationists from the Global South, ensuring that everyone has access to the tools, knowledge, and opportunities to contribute meaningfully.
Our goal is to foster collaboration and avoid "reinventing the wheel" by sharing solutions, whether it's an application, design approach, or a simple script. We also aim to lower barriers to entry by offering mentorship and guidance and providing feedback on technical ideas. This supportive community is a place to learn, connect, and contribute to the advancement of conservation through software. Whether you're looking for software and mobile app developers to help you with your conservation tech needs, have questions about development, are looking for resources, or would like to share your own app, software, or gaming tools, this is the group for you!
Resources
Header photo: Trevor Hebert
Group curators
Wildlife Protection Solutions (WPS)
Software Engineer in Conservation Tech



- 2 Resources
- 15 Discussions
- 10 Groups
Wildlife Protection Solutions (WPS)
Director of Technology at Wildlife Protection Solutions. Primarily focuses on leveraging machine learning and advanced data analytics to combat poaching, monitor biodiversity, and predict environmental threats.
- 0 Resources
- 1 Discussions
- 5 Groups
- @weygoldt
- | he/him
PhD student at the Neuroethology Group in Tuebingen interested in data science & quantitative behavior of electric fish.
- 0 Resources
- 0 Discussions
- 4 Groups
- @mattaudette
- | he, him, his
Software Tester and Test Automator at Wildlife Protection Solutions
- 0 Resources
- 1 Discussions
- 24 Groups
- @Rutwik
- | Mr
- 0 Resources
- 0 Discussions
- 13 Groups
- @williams
- | He/Him
I am a conservationist specializing in endangered species, particularly vultures. As the Endangered Species Conservation Coordinator/Co-Founder at Biota Conservation Hub Foundation (BiotaCHF), I have conducted extensive research/conservation of vultures and other water birds.
- 0 Resources
- 0 Discussions
- 14 Groups
Wildlife Protection Solutions (WPS)
- 0 Resources
- 0 Discussions
- 8 Groups
- @rohil
- | he/him
IT professional
- 0 Resources
- 0 Discussions
- 1 Groups
- @myoung
- | She/Her
- 0 Resources
- 0 Discussions
- 3 Groups
Lecturer and researcher interested in rural applications of Interaction Design. Spent more than a decade teaching in Asia-Pacific (India, China, Singapore, Australia); now based at Glasgow School of Art's rural campus in Forres, Scottish Highlands.
- 0 Resources
- 0 Discussions
- 5 Groups
Ol Pejeta Conservancy
- 0 Resources
- 2 Discussions
- 8 Groups
- @KiaraHaylock
- | She/Her
PhD in Animal Ecology and Behavioural Physiology. Interested in the movement, behavioural and physiological responses of animals to environmental variability.
- 0 Resources
- 0 Discussions
- 13 Groups
20+ years traveler and management consultant turned tech founder and conservationist. Founder & CEO of ZAMBEZI ZERØ; super intelligence to safeguard biodiversity.
- 0 Resources
- 0 Discussions
- 15 Groups
Animal Care Trust
I rescue animals in northern Taiwan. Most of our rescues are dogs or other animals maimed by wire snares and gin traps.
- 0 Resources
- 5 Discussions
- 2 Groups
Are you ready for the Plastic Data Challenge? This global contest wants your innovative ideas for improving the plastic waste management and recycling chain in South and Southeast Asia. Participants can consider...
3 March 2020
Conservation X Labs welcomes you to enter the Artisanal Mining Grand Challenge, a competition aimed at finding new and innovative solutions to the environmental problems caused by mining operations. This competition...
26 February 2020
Technology is rapidly changing the way communities monitor wildlife movement and prevent or mitigate human-wildlife conflict. This case study from Appiko delves into field testing of the open source sensor warning...
25 February 2020
Applications are now open for a second round of the £10 million UK Seafood Innovation Fund to transform the future landscape of the seafood industry.
11 February 2020
Article
How do we actually know a whale weighs 40 tonnes? After all, we can’t exactly capture an animal the size of a bus and simply put it on a scale. Fredrik Christiansen explains their new, non-invasive way of weighing...
9 October 2019
Sharing failure, tech support for conservation, roaming mentors, conservation tech hype cycles and developing new road maps - participants in our tech workshops at ICCB 2019 shared an abundance of ideas for how to shape...
21 August 2019
ExCiteS requires the services of an experienced technology delivery partner to design and develop a user-facing tool that couples with Sapelli, a data-gathering platform designed for usage by non-literate and indigenous...
12 August 2019
The International Gorilla Conservation Programme (IGCP), a coalition of World Wildlife Fund and Fauna & Flora International, has teamed up with Inmarsat, the world’s leading mobile satellite communications company,...
23 July 2019
Ol Pejeta Conservancy partners with conservation and technology organisations to kick-start a research and innovation centre for wildlife conservation
31 May 2019
Tom Swinfield and colleagues at the Forest Ecology and Conservation Group have assessed the quality of three dimensional forest models produced from drone surveys, and conclude that concerns about their quality for...
31 May 2019
FLIR announces the launch of their Conservation Discount Program, which offers projects the opportunity to qualify for a 30% discount on select thermal, visible, and maritime products. Share your conservation plan and...
23 May 2019
This webinar recording will provide a brief overview of current SMART functionality, highlight case studies of large scale and innovative SMART deployments, and detail how SMART is embracing and leveraging new...
21 May 2019
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Recently updated products
Description | Activity | Replies | Groups | Updated |
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Great post! A very important topic. The one I would add is the importance of version control. Too much confusion comes when software versions are mismanaged. We have had plenty of... |
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Software Development | 2 months ago | |
Thanks again for the interesting discussion everyone! Just a note that while I touched on it in my opening post above, there were still questions in this thread about what... |
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Open Source Solutions, AI for Conservation, Ethics of Conservation Tech, Software Development | 2 months 2 weeks ago | |
Thanks @VAR1 great insights! Funny you mentioned the honey thing, @hikinghack said the same in response on the GOSH forum. I think the point I'm trying to make with the vegan... |
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Open Source Solutions, AI for Conservation, Conservation Tech Training and Education, Ethics of Conservation Tech, Geospatial, Software Development | 2 months 2 weeks ago | |
How much does it cost to incorporate machine learning into your conservation drone geospatial analysis? How does it speed up your workflow... |
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Conservation Tech Training and Education, Drones, Geospatial, Open Source Solutions, Sensors, Software Development | 2 months 3 weeks ago | |
Short update: the latest version 13.0.9 of Firetail is now available from https://www.firetail.de |
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Animal Movement, Camera Traps, Software Development | 3 months 1 week ago | |
Hi Lucie @luciegallegos ,Great to see ecoSecrets and happy to collaborate in any way I can! All EcoAssist's models are open-source, and the inference code too. With regards to... |
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Software Development, AI for Conservation, Camera Traps | 3 months 1 week ago | |
Another question. Right now pretty much all camera traps trigger on either PIR sensors or small AI models. Small AI models would tend to have a limitation that they would... |
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AI for Conservation, Camera Traps, Data management and processing tools, Open Source Solutions, Software Development | 3 months 1 week ago | |
We are putting together a special issue in the journal Ostrich: Journal of African Ornithology and are welcoming (review) papers on the use of AI in bird research. https://www.... |
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AI for Conservation, Software Development, Citizen Science, Data management and processing tools | 3 months 2 weeks ago | |
Hey Wildlabers,Our group aims to create a low-cost hydrophone for research, education and citizen science. We are soon to build our first... |
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Conservation Tech Training and Education, Emerging Tech, Software Development | 3 months 2 weeks ago | |
Hey, please find here a dataset about nocturnal bird calls in Europe |
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Acoustics, AI for Conservation, Software Development | 4 months 1 week ago | |
No, not yet. The player we attached does support slower/faster replay up to a certain precision, but I'm not sure that this will be sufficiently precise for the kind of offsets we... |
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Animal Movement, Data management and processing tools, Sensors, Software Development | 5 months ago | |
and a short contribution in this e-obs setup, where we used Firetail VideoSync to analyze motion-triggered camera footage: |
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Software Development, Animal Movement, Data management and processing tools | 5 months ago |
2-Way SMS solution for communication between Park management and Communities
17 May 2018 8:09am
26 May 2018 6:07pm
Hi Damian,
Just sent you an e-mail with some other thoughts.
Good luck!
Drue
17 July 2018 5:29am
Hi Damian,
You could use a SMS gateway, which acts as a link between two mobile devices in order to send SMSes. As Drue stated out Whatsapp or other applications might be better given the added functionality they provide.
What's your favorite wildlife/nature game?
2 March 2018 1:27pm
26 June 2018 10:36am
just wanted to bring our game to your attention, Serengeti: A Race For Life
https://serengeti.store/serengeti-hal001
The game is a joint venture between myself and my partner, who is responsible for the art direction.
If your article is still pending, we would be more than happy to provide a review copy for you, and make ourselves available for any questions you may have.
Thank you for providing a much-needed space to discuss games that aim to educate and raise awareness to the challenges of conservation.
28 June 2018 7:56am
Thanks Richard. Welcome to the (silent) community. We actually already wrote the article, but thanks for the reminder that I should post a link!!! https://www.internetofelephants.com/news/2018/4/25/five-games-apps-for-conservation
We'll be happy to take a closer look at Serengeti: A Race for Life
Gautam!
Photopoint Monitoring Solutions?
2 May 2017 1:29am
19 May 2017 11:12am
Hi Sam!
Some weeks ago I analyzed in my website an app called GrowApp (https://www.greenappsandweb.com/en/android-en/four-seasons-of-the-year-timelapses-growapp/) that allows you to create timelapses relate with the phenology of the plants, to study how they are adapting to the climate change. I don't know if something like this could be useful to you
Judit
8 September 2017 5:24am
Thanks for sharing this Judit. I've had a play with GrowApp now, and my reflections are:
- the map centric view is probably really useful for people who are monitoring a series of trees / plants, but it doesn't serve as a particularly helpful presentation method for conservation groups in my opinion. Most groups have to upload a series of static images to a web form / send by email, to funders. Sending a link to the map would probably get them a nod of approval, but it wouldn't help them comply with their funding contract.
- I really like the way the photostitching is fully automated. Just take more than one photo and you get a little rolling timelapse.
- They also executed the 50% opacity overlay in a really nice simple way, which makes it easier to line up, though I think there could be a little more automation of the moment of capture (a la Google Photoscan) to make sure they really line up.
So overall, definitely an interesting example, but it's definitely made for another use (low friction citizen science) as it's primary flow and interface.
16 May 2018 3:49am
Hi everyone,
I decided at the end of last year, that it wasn't good enough that there's no good Photo Monitoring Apps on the market, and started to design my own.
Here's a blog post about that process:
Photo Monitoring For The Flax Roots

SMART 2017 Annual Report
15 May 2018 5:39pm
New Mobile App for Reporting Illegal Ivory
31 January 2018 1:52am
31 January 2018 9:00pm
Congratulations on the release of your app, @SueOrloff . Crowd-sourcing reporting of suspected illegal ivory in retail by members of the public, is a great concept (keeping verification and security considerations in mind). Given that there are many elephant ivory look-alikes on the market, including in online trade, it's important to ensure proper identification when users submit reports. TRAFFIC and WWF put together a visual ID guide many years ago, which can be downloaded here: http://www.traffic.org/publications/identification-guide-for-ivory-substitutes.html and the US Fish & Wildlife Service has an online guide to visual identification here: https://www.fws.gov/lab/ivory_natural.php.
13 February 2018 7:46pm
Do federal laws against illegally selling ivory only apply when there is an interstate commerce element? If so, how is that typically proven?
Thanks
21 February 2018 2:26am
I did some research and here is what I found. Basically, federal laws prohibit the intrastate sale of ivory if it was imported after 1990 (CITES) and the interstate sale of ivory if it's under a 100 yrs old (considered an antique).
Landsense Innovation Challenge
19 February 2018 12:00am
Call for papers/participation: Workshop on lessons learned from volunteers’ interactions with geographic citizen science applications, 27 April 2018, London
29 January 2018 10:46am
Species names API feedback
25 January 2018 11:19am
Technology Empowered Conservation Lecture Series
18 January 2018 12:00am
Congratulations to Zoohackathon winners, team ODINN!
6 December 2017 12:00am
FIT Cheetahs
4 December 2017 12:00am
Finding Souvenir Data
9 November 2017 5:31am
9 November 2017 6:18pm
Hi Rosemary,
Great idea!
Just thinking outloud here, but is it wise to tell people where to find unsafe souvenirs? Wouldn't this be helping people who want to find ivory, fur, medicinal animal products, etc. more easily find sources? You might want to create a "blacklist" without being overly specific as to the types of procucts they are selling, and give a "seal of approval" for souvenir stores that are not selling illegal wildlife products and use this as a "carrot" to attract consciencious customers to the better stores.
Regards,
Drue
Has anyone tried out the Forest Watcher Mobile App?
27 October 2017 7:57pm
1 November 2017 11:16am
Hi Liz - Steph encouraged me to have a play for our project in South Sudan. I was surprised the reference area allowed when setting up the app was fairly small but presume this is because it encourages local snapshots rather than a large scale overview. However I don't think there should be a problem with covering a larger reference area that can be zoomed into unless it makes the usability worse. For any sizeable PAs you'd have to create multiple 'areas' and this is quite tricky to do as the PAs didn't show up automatically on the reference map. Great innovative app though and I am happy to be a guinea pig. Rob
HWC Tech Challenge Update: Meet the Judges
20 October 2017 12:00am
What tech challenges do you have?
27 September 2017 2:36pm
4 October 2017 9:31am
Hello John
This is a very generous offer, thank you.
Camera trapping as a tool for researching animal behaviour and ecology is rapidly spreading and growing, but with the exception of the specialist Pantheracams which only take full colour still shots, the cameras are designed for a recreational market, mainly of deer hunters in cold and temperate areas. Consequently, in research applications, the performance of the cameras is often disappointing, and hugely elaborate statistical modelling is used to overcome their deficiencies.
A research grade camera trap at an affordable price, that can do more than a Pantheracam, would be a great tool.
If you want to focus on one component then the passive infrared triggers need a complete re-work.
Peter Apps
4 October 2017 3:50pm
Thanks Peter! And is that something you'd be interested in working on as part of the Botswana Predator Conservation Trust?
4 October 2017 5:58pm
Certainly, John; camera trapping is one of our main tools, especially for work on chemical communication.
Peter
Kids, Drones & Science At The Water’s Edge
4 October 2017 12:00am
DAS: A Scaleable Solution For Protected Area Management
26 September 2017 12:00am
How to track and count Scarlet Macaws
15 August 2017 6:36pm
27 August 2017 9:20pm
I recomended cybertracker. Is easy and flexible app for android and works without cellphone coverage.
8 September 2017 6:21am
It might be worth looking at this NZ based participatory bird count - https://www.greatkererucount.nz/
I believe they based it on iNaturalist - https://play.google.com/store/apps/details?id=org.inaturalist.android
8 September 2017 6:23pm
Hi, thanks jval and smarye for your ideas, I will look into it.
Anonymous SMS
3 April 2017 7:38am
13 April 2017 2:42pm
Hi Will,
We are collaborating with WCS, San Diago zoo and the Wildtrack team from last year's zoohackathon to build a similar solution to the one you describe. The solution uses Twilio and you get a full overview of the work already built here: https://devpost.com/software/wildtrack
It would be good to share requirements and see if there is a way the Wildtrack solution can work for your needs. We would love to work with you to understand your full set of requirements and see if these can be accommodated.
If this is of interest please do drop me an email at sophie.maxwell@zsl.org. I will also be out in Kenya from 25th April for two weeks, so if you'd like to meet we can hopefully do this face to face.
Sophie
15 August 2017 4:50pm
Hi all
I'd be interested to hear if there were any updates on the discussion above. We @marianneteoh are looking at establishing informant networks for reporting illegal fishing and marine wildlife trade and a means of anonymous reporting would be incredibly useful.
Thanks in advance,
Kate
29 August 2017 5:27pm
Hi Kate,
At ZSL, we're continuing to work with the WildTrack team on their solution - now named SmartSkout. We've just had an article published on the Guardian about the project https://www.theguardian.com/vulcan-partner-zone/2017/aug/22/new-app-enable-citizens-report-poaching-real-time
We're currently focussed on producing the MVP for terrestrial SMART sites but we'd be very interested to hear more about your work establishing informant networks to see what potential there is for broader applications of the technology in the future. Feel free to connect with me at rachael.kemp@zsl.org
Best
Rachael
Wildlife Crime Tech Challenge: Protecting songbirds with the power of citizen science
17 August 2017 12:00am
SMART at IMPAC4 in Chile - September 4-8, 2017
15 August 2017 7:30pm
Operation Ferdinand - a Predator and Livestock Conflict Prevention Video Game!
23 June 2017 7:07pm
18 July 2017 11:29am
HI Gabriela - I'm sorry I missed this. I'm excited to try it out and so awesome to see others making games for conservation.
Gautam!
11 August 2017 1:42am
Hi Gabriela, i`ll check the game. Very interesting!!
11 August 2017 9:04am
Thanks for all the interest everyone! My colleague Jaymie and I are so excited that people are checking out our game. Let us know if you have any questions or suggestions!
Bird identification app needed
13 July 2017 5:52pm
19 July 2017 10:29pm
Have you already tried the Merlin Bird ID App (http://merlin.allaboutbirds.org/)? The photo ID works pretty well. You just need to take a picture of the the whole bird. For offline mode, you can download a regional "Bird Pack", such as "US: Southeast".
Regards, Ed
20 July 2017 9:06am
Dear Ed,
Excellent suggestion, thank you. We indeed need something as user-friendly as this. Right now they do not have all the right species for us (Eastern Europe/Middle East) but we could talk to them to see what is possible. Thanks again!
Fleur
20 July 2017 5:09pm
Hi Fleur,
I see now that the Merlin App bird packs are limited to North America. You could certainly contact the Cornell University Lab of Ornitology (http://www.birds.cornell.edu/) who develop the app. They may be interested in helping with such a problem.
Another option may be iNaturalist (http://www.inaturalist.org/). They have an app for logging nature observations. It is not limited to bird, but includes plants, animals, etc. They are currently adding a deep learning system to help automatically identify species from photos (currently around 10,000 species can be identified). I believe they give a top 10 possibilities. They use GPS location data from the proto or phone to provide localized suggestions. There's a demo web page here:
https://www.inaturalist.org/computer_vision_demo
According to their blog (https://www.inaturalist.org/pages/computer_vision_demo), they have integrated the computer vision module with their iPhone app. I don't think they have added it to their Android app yet. I have Android, so I have not tried the computer vision component from my app.
They may also have limited species for your area, however, the great thing about iNaturalist is that anyone can upload observations. I believe for the computer vision to be effective, they want to have at least 20 verified observations of a species by 20 different people before they add it to their model. The app is from the California Academy of Science. You may want to contact them to see if you can accelerate the process.
Best of luck!
Ed
Rhino Carpentry: The Making of Lola the Rhino in Augmented Reality
19 July 2017 12:00am
SMART 2016 Annual Report
5 July 2017 7:26pm
18 July 2017 1:10pm
Thanks for sharing this, Drew! We have a number of SMART focused case studies and articles in our Resources area that might also be worth checking out if you're considering using SMART in your work:
- The Spatial Monitoring and Reporting Tool (SMART) - Alexa Montefiore gave a nice introduction to SMART in this first overview article
- Video: Discover the SMART Approach - recorded in June 2016, this talk was presented by Barney Long (@Barney_Long ), Emma Stokes (@estokes ) , Jonathan Palmer (@jpalmer ) and Alexa Montefiore, this talk explains the origins of SMART, offers case studies of successful applications and outlines future development plans for the methodology. The session concludes with an interactive Q&A session, which offered the opportunity to delve deeper into the practicalities of implementing SMART.
- Getting SMART in Cambodia - In this talk, Kate West (@katewest ), Manager of our Marine Conservation Group, shares her key lessons learnt from implementing SMART in a marine context and dives deep into the limitations and considerations that need to be taken into account when implementing the SMART approach. This is a valuable talk for any team considering deploying SMART in a marine context.
From the Field: Developing a new camera trap data management tool
7 July 2017 12:00am
Website developers; engaging research to those working on the ground
1 June 2017 12:33pm
29 June 2017 7:58pm
Hi Kate try www.ushahidi.com based in Kenya.
I have no affiliation with them I have seen the work they do.
5 July 2017 2:48pm
Hello Baker,
What kind of website you are trying to create? Like do you just want to share research data to those organizations or is it just to share reports (as in complete report based on the data but the actual data are not shared) or is it something else? I think Vizzuality is a good option since they have background working with big data, I am not really sure about other firms that offered data science in their development works since not many firms offer that type of development.
Ting Wai
Leverage Space Technology for Wildlife Protection with the European Space Agency Kick-start Grant
5 July 2017 12:00am
Deploying poaching monitoring with Sapelli app
28 June 2017 2:38pm
Open source mobile mapping with Leaflet
21 June 2017 4:59pm
25 May 2018 2:16pm
Hello Drue,
Thank you for your feedback. This is very helpful. I'll do my research on the signal application to see if it can be of help to us. I already am thinking of developing an application for the same. What are your thoughts? Is there a community of guys who can assist me in building this?
If you happen to get any more ideas, I will apreciate. You can reach me on the below email address.
damian.otieno@olpejetaconservancy.org
Regards,
Damian