Software and mobile applications are equally as important to conservation technology as the hardware used in the field. Increasingly developed specifically for #tech4wildlife needs, there are mobile apps and software options designed to help with protected area management, wildlife crime reporting, and anti-poaching patrol planning, data analysis, community science, data visualization and GIS mapping, outreach and engagement, and even conservation storytelling.
Likewise, mobile games have opened up new avenues for engaging the public in conservation efforts, allowing for immersive storytelling and interactive experiences. By combining cutting-edge technology and important conservation information with a media form already familiar to the public, conservationists are finding exciting ways to make audiences feel personally invested in critical species and habitats.
Whether you're looking for software and mobile app developers to help you with your own conservation tech needs, you have questions about development, you're looking for resources, or you'd like to share your own app, software, or gaming tools, this is the group for you!
Header photo: Trevor Hebert
April 2024
July 2024
event
October 2024
April 2024
event
February 2024
Description | Activity | Replies | Groups | Updated |
---|---|---|---|---|
Hi writer (I didn't get your name ;-), if you like we can talk for 30min or so to review your solution. There are a number of them out there, including our Cluey Data... |
|
Software and Mobile Apps | 2 years 9 months ago | |
hi Louise, I don't know if you are still looking, but we've just become second (5 digits behind the comma ;-) at the iWildcam2021 Kaggle competition. We're currently... |
|
Software and Mobile Apps | 2 years 9 months ago | |
Hi all, Wanted to share this new report on ecotourism before and during COVID-19, with ideas for sustainability in the future. One of... |
|
Software and Mobile Apps | 3 years ago | |
@itsravenous I saw this too! It's on my to-buy list so I can see what they've done. It looks like a really nice game, very engaging :D |
|
Software and Mobile Apps | 3 years 2 months ago | |
Hi all, check out this opportunity with WWF Singapore. https://www.linkedin.com/posts/michaelguindon_terms-of-reference-product-manager-... |
|
Software and Mobile Apps | 3 years 2 months ago | |
You never mentioned the sporadic internet access constraint, Nadia; otherwise, I would have mentioned an addtional solution component to alleviate the problem. For nearly 3... |
|
Software and Mobile Apps | 3 years 2 months ago | |
Dear Sue I hope your are good. We are a software company specilized in biodiversity informatics. We could have a chat. Cheers |
|
Software and Mobile Apps | 3 years 2 months ago | |
The Key Conservation mobile engineering team is looking for a highly motivated React Native Engineer to help develop and... |
|
Software and Mobile Apps | 3 years 2 months ago | |
Dear, I am Adrien Pajot, and I am currently working on AI and development for accoustic monitoring in an Open Source project. I would be really pleased to discuss with... |
|
Software and Mobile Apps | 3 years 3 months ago | |
Hi Tom, Not sure if it's too late but the Species+ database from CITES has an API: Species+/CITES Checklist API (speciesplus.net) |
|
Software and Mobile Apps | 3 years 3 months ago | |
The Big Wild is a growing start-up looking for a partner who is a full-stack engineer or similar. We are looking to grow from a... |
|
Software and Mobile Apps | 3 years 4 months ago | |
Fauna & Flora International (FFI) and the Association of Conservation for the Biodiversity of Kazakhstan (ACBK) are looking for... |
|
Software and Mobile Apps | 3 years 6 months ago |
WILDLABS AWARDS 2024 - No-code custom AI for camera trap species classification
5 April 2024 7:00pm
10 April 2024 3:55am
Happy to explain for sure. By Timelapse I mean images taken every 15 minutes, and sometimes the same seals (anywhere from 1 to 70 individuals) were in the image for many consecutive images.
17 April 2024 5:53pm
Got it. We should definitely be able to handle those images. That said, if you're just looking for counts, then I'd recommend running Megadetector which is an object detection model and outputs a bounding box around each animal.
Applied hierarchical modelling (AHM) for species distribution and abundance
9 April 2024 7:22pm
WILDLABS AWARDS 2024 - Underwater Passive Acoustic Monitoring (UPAM) for threatened Andean water frogs
30 March 2024 3:54pm
2 April 2024 2:35pm
Thanks @carlybatist for your suggestions! In deed we are looking for open code/free access alternatives for automated species recognition
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!
Underwater advertisement call of the threatened Telmatobius rubigo (Anura: Telmatobiidae
6 April 2024 9:56pm
EcoAssist - Free AI models for camera traps photos identification
3 April 2024 7:16am
Recording Orthoptera Sounds: International Workshop (Italy)
22 March 2024 9:25pm
Firetail 12 - new stuff
20 March 2024 7:30pm
22 March 2024 4:15pm
22 March 2024 4:19pm
22 March 2024 5:02pm
Leveraging Actuarial Skills for Conservation Impact
15 March 2024 12:31pm
19 March 2024 6:35pm
Thank you for your response Akiba. I will have a look. 👏🏻
19 March 2024 7:52pm
I would look into the TNFD (Taskforce on Nature-Related Disclosures), Finance for Biodiversity, Accounting for Nature, etc. which are all focusing on how to incorporate nature risk into corporate reporting and sustainability frameworks!
20 March 2024 3:48pm
Thank you Carly, I will definitely take a look.
Biodiversity Informatics Innovations using MindMaps
13 March 2024 6:32am
Navigating corporate due diligence in the Voluntary Carbon Market
8 March 2024 4:36pm
26 March 2024 2:11pm
27 March 2024 10:56am
29 March 2024 9:13am
Firetail - updated price model from 03/2024
4 March 2024 11:06am
Machine Learning Postdoc Position, Understory
29 February 2024 11:56pm
SMART Partnership Director
21 February 2024 4:32pm
Scaling biodiversity scoring for supply chains aligned with TNFD
20 February 2024 9:44am
Wildlife Drones will be hosting in-person demos in the U.S.
12 February 2024 3:32am
Conservation Technology Intern - The Wildlife Restoration Foundation
8 February 2024 7:52pm
Southern African Wildlife Management Association Conference 2024
6 February 2024 12:20pm
Passionate engineer offering funding and tech solutions pro-bono.
23 January 2024 12:06pm
26 January 2024 3:18pm
Hi Krasi! Greetings from Brazil!
That's a cool journey you've started! Congratulations. And I felt like theSearchLife resonates with the work I'm involved round here. In a nutshell, I live at the heart of the largest remaining of Atlantic forest in the planet - one of the most biodiverse biomes that exist. The subregion where I live is named after and bathed by the "Rio Sagrado" (Sacred River), a magnificent water body with a very rich cultural significance to the region (it has served as a safe zone for fleeing slaves). Well, the river and the entire bioregion is currently under the threat of a truly devastating railroad project which, to say the least is planned to cut through over 100 water springs!
In face of that the local community (myself included) has been mobilizing to raise awareness of the issue and hopefully stop this madness (fueled by strong international forces). One of the ways we've been fighting this is through the seeking of the recognition of the sacred river as an entity of legal rights, who can manifest itself in court, against such threats. And to illustrate what this would look like, I've been developing this AI (LLM) powered avatar for the river, which could maybe serve as its human-relatable voice. An existing prototype of such avatar is available here. It has been fine-tuned with over 20 scientific papers on the Sacred River watershed.
And right now myself and other are mobilizing to manifest the conditions/resources to develop a next version of the avatar, which would include remote sensing capacities so the avatar is directly connected to the river and can possibly write full scientific reports on its physical properties (i.e. water quality) and the surrounding biodiversity. In fact, myself and 3 other members of the WildLabs community have just applied to the WildLabs Grant program in order to accomplish that. Hopefully the results are positive.
Finally, it's worth mentioning that our mobilization around providing an expression medium for the river has been multimodal, including the creation of a shortfilm based on theatrical mobilizations we did during a fest dedicated to the river and its surrounding more-than-human communities. You can check that out here:
Let's chat if any of that catches your interest!
Cheers!
2 February 2024 1:22pm
Hi Danilo. you seem very passionate about this initiative which is a good start.
It is an interesting coincidence that I am starting another project for the coral reefs in the Philipines which also requires water analytics so I can probably work on both projects at the same time.
Let's that have a call and discuss, will send you a pm with my contact details
There is a tech glitch and I don't get email notifications from here.
Need advice - image management and tagging
12 January 2024 7:55pm
15 January 2024 8:47pm
Interesting, Iʻll give it a shot. Looks like this could save me some time.
Thanks for the explanation @wade!
24 January 2024 5:16pm
I have no familiarity with Lightroom, but the problem you describe seems like a pretty typical data storage and look up issue. This is the kind of problem that many software engineers deal with on a daily bases. In almost every circumstance this class of problem is solved using a database.
In fact, a potentially useful analysis is that the Lightroom database is not providing the feature set you need.
It seems likely that you are not looking for a software development project, and setting up you own DB would certainly require some effort, but if this is a serious issue for your work, you hope to scale your work up, or bring many other participants into your project, it might make sense to have an information system that better fits your needs.
There are many different databases out there optimized for different sorts of things. For this I might suggest taking a look at MongoDB with GridFS for a couple of reasons.
- It looks like you meta data is in JSON format. Many DBs are JSON compatible, but Mongo is JSON native. It is especially good at storing and retrieving JSON data. Its JSON search capabilities are excellent and easy to use. It looks like you could export your data directly from Lightroom into Mongo, so it might be pretty easy actually.
- Mongo with the GridFS package is an excellent repository for arbitrarily large image files.
- It is straightforward to make a Mongo database accessible via a website.
- They are open source (in a manner of speaking) and you can run it for free.
Disclaimer: I used to work for MongoDB. I don't anymore and I have no vested interest at all, but they make a great product that would really crush this whole class of problem.
25 January 2024 8:32am
Hi!
I would take a look at
Although developed for camera trap imagery, it is by no means restricted to such.
Cheers,
Lars
Ignite Labs: Space for Nature & Biodiversity Series
21 January 2024 2:46pm
Two year postdoc - Machine Learning & Bioacoustics
16 January 2024 7:49am
Wildlife Conservation for "Dummies"
9 January 2024 10:02pm
10 January 2024 11:24pm
Maybe this is obvious, but maybe it's so obvious that you could easily forget to include this in your list of recommendations: encourage them to hang out here on WILDLABS! I say that in all seriousness: if you get some great responses here and compile them into a list, it would be easy to forget the fact that you came to WILDLABS to get those responses.
I get questions like this frequently, and my recommended entry points are always (1) attend the WILDLABS Variety Hour series, (2) lurk on WILDLABS.net, and (3) if they express a specific interest in AI, lurk on the AI for Conservation Slack.
I usually also recommend that folks visit the Work on Climate Slack and - if they live in a major city - to attend one of the in-person Work on Climate events. You'll see relatively little conservation talk there, but conservation tech is just a small subset of sustainability tech, and for a new person in the field, if they're interested in environmental sustainability, even if they're a bit more interested in conservation than in other aspects of sustainability, the sheer number of opportunities in non-conservation-related climate tech may help them get their hands dirty more quickly than in conservation specifically, especially if they're looking to make a full-time career transition. But of course, I'd rather have everyone working on conservation!
13 January 2024 3:14am
Some good overview papers I'd recommend include:
- Besson, M., Alison, J., Bjerge, K., Gorochowski, T. E., Høye, T. T., Jucker, T., ... & Clements, C. F. (2022). Towards the fully automated monitoring of ecological communities. Ecology Letters, 25(12), 2753-2775.
- Speaker, T., O'Donnell, S., Wittemyer, G., Bruyere, B., Loucks, C., Dancer, A., ... & Solomon, J. (2022). A global community‐sourced assessment of the state of conservation technology. Conservation Biology, 36(3), e13871.
- WILDLABS-led research! Led by @TaliaSpeaker and @StephODonnell
- Lahoz-Monfort, J. J., & Magrath, M. J. (2021). A comprehensive overview of technologies for species and habitat monitoring and conservation. BioScience, 71(10), 1038-1062.
- Tuia, D., Kellenberger, B., Beery, S., Costelloe, B. R., Zuffi, S., Risse, B., ... & Berger-Wolf, T. (2022). Perspectives in machine learning for wildlife conservation. Nature communications, 13(1), 792.
- Stowell, D. (2022). Computational bioacoustics with deep learning: a review and roadmap. PeerJ, 10, e13152.
- I'm biased towards bioacoustics because that's what I focus on, but this regardless this is an excellent horizon scan of AI/ML for conservation and acoustics!
- Borowiec, M. L., Dikow, R. B., Frandsen, P. B., McKeeken, A., Valentini, G., & White, A. E. (2022). Deep learning as a tool for ecology and evolution. Methods in Ecology and Evolution, 13(8), 1640-1660.
I'd also encourage you to follow the #tech4wildlife hashtags on social media!
15 January 2024 4:27pm
I'm also here for this. This is my first comment... I've been lurking for a while.
I have 20 years of professional knowledge in design, with the bulk of that being software design. I also have a keen interest in wildlife. I've never really combined the two; and I'm starting to feel like that is a waste. I have a lot to contribute. The loss of biodiversity is terrifying me. So I’m making a plan that in 2024 I’m going to combine both.
However, if I’m honest with you – I struggle with where to start. There are such vast amounts of information out there I find myself jumping all over the place. A lot of it is highly scientific, which is great – but I do not have a science background.
As suggested by the post title.. a “Wildlife Conservation for Dummies” would be exactly what I am looking for. Because in this case I’m happy to admit I am a complete dummy.
How do you access the internet remotely?
24 July 2017 5:29pm
19 December 2023 7:45am
Wow! Those Yeti things are just what are needed for the wild passage project:
12 January 2024 1:32pm
My solution is usually wayyyy more traditional and involves climbing the tallest tree or hiking the highest hill.
That being said, I cant find a clear explanation about how BRCK works and I assumed it used signal repeater, which is illegal in many countries. It is also very prone of lightning strike, which is the reason I did not use it as I live in a very lightning-prone area.
12 January 2024 2:08pm
Trying to make sense of this brick product, the link provided is a bit vague. The front page talks about SIP trunking, so that implies it's all about telephone connectivity. And hence not related to the internet itself. Surely that means you have to already have an Internet connection? If that is the case, would not whatsapp voice calls be just as useful and a lot easier ? I've re-read it a few times and it does not seem to be any product relating to providing remote Internet connectivity??? Seems more like a way to extend your telephone network to a remote one for a business.
Presentation opportunity: Text analysis for conservation (NACCB 2024)
8 January 2024 4:05pm
Assessing the biodiversity impact of palm oil facilities around the world
4 January 2024 12:07pm
Update on SEE Shell App to identify illegal tortoiseshell products
14 December 2023 10:00pm
Data Viz Inspo for the Holidays
11 December 2023 8:42pm
Automatic extraction of temperature/moon phase from camera trap video
29 November 2023 1:15pm
1 December 2023 2:35pm
Hi Lucy
As others have mentioned, camera trap temperature readouts are inaccurate, and you have the additional problem that the camera's temperature can rise 10C if the sun shines on it.
I would also agree with the suggestion of getting the moon phase data off the internet.
1 December 2023 2:38pm
Do you need to do this for just one project? And do you use the same camera make/model for every deployment? Or at least a finite number of camera makes/models? If the number of camera makes/models you need to worry about is finite, even if it's large, I wouldn't try to solve this for the general case, I would just hard-code the pixel ranges where the temperature/moon information appears in each camera model, so you can crop out the relevant pixels without any fancy processing. From there it won't be trivial, exactly, but you won't need AI.
You may need separate pixel ranges for night/day images for each camera; I've seen cameras that capture video with different aspect ratios at night/day (or, more specifically, different aspect ratios for with-flash and no-flash images). If you need to determine whether an image is grayscale/color (i.e., flash/no-flash), I have a simple heuristic function for this that works pretty well.
Assuming you can manually define the relevant pixel ranges, which should just take a few minutes if it's less than a few dozen camera models, I would extract the first frame of each video to an image, then crop out the temperature/moon pixels.
Once you've cropped out the temperature/moon information, for the temperature, I would recommend using PyTesseract (an OCR library) to read the characters. For the moon information... I would either have a small library of images for all the possible moon phases for each model, and match new images against those, or maybe - depending on the exact style they use - you could just, e.g., count the total number of white/dark pixels in that cropped moon image, and have a table that maps "percentage of white pixels" to a moon phase. For all the cameras I've seen with a moon phase icon, this would work fine, and would be less work than a template matching approach.
FYI I recently wrote a function to do datetime extraction from camera trap images (it would work for video frames too), but there I was trying to handle the general case where I couldn't hard-code a pixel range. That task was both easier and harder than what you're doing here: harder because I was trying to make it work for future, unknown cameras, but easier because datetimes are relatively predictable strings, so you know when you find one, compared to, e.g., moon phase icons.
In fact maybe - as others have suggested - extracting the moon phase from pixels is unnecessary if you can extract datetimes (either from pixels or from metadata, if your metadata is reliable).
5 December 2023 10:09pm
camtrapR has a function that does what you want. i have not used it myself but it seems straightforward to use and it can run across directories of images:
https://jniedballa.github.io/camtrapR/reference/OCRdataFields.html
8 April 2024 5:29pm
Hi Michelle! Right now we're focused on species identification rather than counts of animals.
When you say timelapse images, is this a certain format like bursts? Curious to understand more about your data format