Human-wildlife conflict and coexistence is a shockingly common problem, often with enormous consequences for both individual animals and entire populations.
When human-wildlife conflict comes to mind, you may immediately think of wildlife crime instead - which isn't wrong, since many regions with wildlife crime problems like poaching are also areas where people may frequently deal with human-wildlife conflict, causing the two issues to go hand-in-hand. But human-wildlife conflict is a much broader issue encompassing many ways that human presence and interference can cause problems for us and animals alike. Human-wildlife conflict includes:
- Elephants trampling a farmer's crops, resulting in retaliation
- New real estate developments infringing on ecosystems where predator species live, leading to predators having less territory and less food, which in turn leads to predators attacking domestic animals and livestock
- Freeways dividing the territory of animals like mountain lions, leading to wildlife venturing into neighborhoods or being killed by cars
- Lead bullets used in hunting causing scavengers like condors to die of lead poisoning
These are just a few examples of how humans can negatively impact wildlife, and it's clear to see how many of these scenarios could escalate. Human-wildlife conflict solutions don't just include ways in which we can prevent these issues (for example, through tracking predators, monitoring populations' territories, or building barriers and wildlife crossings monitored by sensors), but also the ways in which we can help people connect with wildlife and care about learning to live alongside them.
If you're interested in solutions that can prevent human-wildlife conflict, join this group and get to know the people who are working to protect and save species around the world!
Header image: Casey Allen on Unsplash
No showcases have been added to this group yet.
- @Javan_INITIAM
- | He/Him/His
INITIAM - Initiative Technologique Intelligente Améliorée / Enhanced Smart Technology Initiative & World Wide Fund for Nature/ World Wildlife Fund (WWF)
Javan BUTIRA is a young Congolese leader committed to technological innovation, sustainable development, and social entrepreneurship. As the Principal Coordinator and Executive Director of INITIAM (Enhanced Intelligent Technological Initiative), I lead several innov projects.

- 1 Resources
- 5 Discussions
- 28 Groups
I'm a software developer. I have projects in practical object detection and alerting that is well suited for poacher detection and a Raspberry Pi based sound localizing ARU project



- 0 Resources
- 435 Discussions
- 8 Groups
WILDLABS & Wildlife Conservation Society (WCS)
I'm the Bioacoustics Research Analyst at WILDLABS. I'm a marine biologist with particular interest in the acoustics behavior of cetaceans. I'm also a backend web developer, hoping to use technology to improve wildlife conservation efforts.





- 41 Resources
- 38 Discussions
- 34 Groups
- 0 Resources
- 0 Discussions
- 8 Groups
- @sadiepotadie
- | She/Her
Archaeologist working in the Andes and Amazon. Post-doc at the University of São Paulo.

- 0 Resources
- 1 Discussions
- 6 Groups
Worked as a mechanical engineer for a defence co, then software engineer, then for a research lab specialising in underwater robotics.



- 1 Resources
- 144 Discussions
- 16 Groups
R & D Tech | Industrial Designer | Wildlife Management Technology



- 0 Resources
- 93 Discussions
- 6 Groups
- @roseatesila86
- | Mrs
Roshila Koju is a dedicated wildlife biologist of Wildlife Research and Education Network, Nepal.
- 0 Resources
- 0 Discussions
- 9 Groups
- @TaliaSpeaker
- | She/her
WILDLABS & World Wide Fund for Nature/ World Wildlife Fund (WWF)
I'm the Executive Manager of WILDLABS at WWF



- 23 Resources
- 64 Discussions
- 32 Groups
- @Dauson_M
- | Mr
Dauson Msumange is a social enterpreneur, founder and director of Tanzania Eco-Tech And Conservation Hub (TEACH).

- 0 Resources
- 1 Discussions
- 23 Groups
- @carlybatist
- | she/her
ecoacoustics, biodiversity monitoring, nature tech



- 113 Resources
- 361 Discussions
- 19 Groups
- @Agripina
- | Miss
Frankfurt Zoological Society
As a wildlife conservationist, I am deeply committed to nature conservation, community empowerment, and wildlife research in Tanzania. I've actively engaged in community-based projects, passionately advocating for integrating local communities into conservation.
- 3 Resources
- 25 Discussions
- 6 Groups
With the aim of advancing rewildling-related technology in the UK and introducing new talent and ideas into the field of rewildling, Ecosulis is thrilled to announce the launch of their first ever Rewilding Tech...
14 January 2019
Arribada just returned from their first thermal camera field trials in Greenland, where they tested the image quality and detection abilities of their chosen thermal sensors in an arctic climate, assessed their...
9 January 2019
A recent online video of a baby bear's efforts to scale a steep cliff took what seemed like an inspirational moment viral. But after the initial enthusiasm for the video came some controversy when scientists pointed out...
22 November 2018
In this case study, Katarzyna Nowak writes about her work with the Southern Tanzania Elephant Project (STEP) trialing beehive fences as human-elephant conflict mitigation tools. Earlier this year the research team...
27 August 2018
The understanding of the interplay of movement, behaviour and physiology that biologging offers has applied relevance for a range of fields, including evolutionary ecology, wildlife conservation and behavioural ecology...
30 July 2018
The winners of our Human Wildlife Conflict Tech Challenge are offering regular updates throughout the year to chronicle their failures, successes and what they learn along the way as they develop their solutions. In...
27 July 2018
As people continue to move into natural habitats, conflicts between human beings and wildlife continue to rise. Although there are a number of early-detection systems and tools in place to prevent human-wildlife...
5 June 2018
Conflict between humans and wildlife is increasing as human communities expand and wild habitats are destroyed, prompting need for new mitigation techniques. As a winner of the Human Wildlife Conflict Tech Challenge,...
19 April 2018
‘The Field’… Say the words ‘The Field’ to a group of conservationists and it will immediately conjure up vivid memories of everything from sticky wet rainforests to burning dusty deserts. What’s more, it’s almost...
17 January 2018
Article
A new research project is looking to investigate whether technology combined with the ancient skills and knowledge of Namibian trackers can help save cheetahs from extinction. Called FIT Cheetahs, the research project...
4 December 2017
We are delighted to announce that British conservation technologist Alasdair Davies and the Dutch team of Laurens de Groot and Tim van Dam from the ShadowView Foundation are the winners of the first international Human...
1 November 2017
Our panel of international experts has been hard at work reviewing the 47 proposals we recieved for innovative technological tools to address human wildlife conflict. The panelists have systematically been assessing the...
20 October 2017
October 2025
event
July 2025
32 Products
3 R&D Projects
44 Organisations
Recently updated products
Recently updated R&D Projects
Recently updated organisations
Description | Activity | Replies | Groups | Updated |
---|---|---|---|---|
Hi Luciano,My name is Pablo Saumann and I'm founder, director and live in a Private Conservation Project in Chile name Parque Valle los Ulmos. We are a group of people in the goal... |
|
Emerging Tech, Human-Wildlife Coexistence, Latin America Community | 11 hours 19 minutes ago | |
Hi Nikita, If you haven't already, I'd recommend reaching out to the folks at the Cornell Ornithology lab. They're really glued into all things bird. In particular, I... |
|
Animal Movement, Drones, Emerging Tech, Human-Wildlife Coexistence | 5 months ago | |
Sent to some South African local friends. |
|
Community Base, Early Career, Human-Wildlife Coexistence, Women in Conservation Tech Programme (WiCT) | 6 days 9 hours ago | |
want to join 2025 contest for humpback whale photos in Juneo Alaska of Kelp |
|
Citizen Science, Conservation Tech Training and Education, Drones, Emerging Tech, Geospatial, Human-Wildlife Coexistence, Marine Conservation, Open Source Solutions | 1 week 5 days ago | |
🐝 Apis Nomadica Labs: Mapping Royal Jelly Terroir Through Mobile Bee BiotechAbout Us:Apis Nomadica Labs is a mobile apiary research... |
|
Acoustics, Conservation Tech Training and Education, Animal Movement, Human-Wildlife Coexistence | 2 weeks 5 days ago | |
You could just throw out that data, but I think you'd be doing yourself a disservice and missing out on some interesting insights. Are you training the AI with just pre-COVID... |
|
AI for Conservation, Animal Movement, Data Management & Mobilisation, Human-Wildlife Coexistence | 3 weeks 3 days ago | |
Good question. Not sure everyone recommends ArcGIS anymore, but it is commonly used as a desktop GIS. However, it's not free. QGIS, R, and various Python packages are free. But... |
|
Citizen Science, Geospatial, Human-Wildlife Coexistence | 4 weeks 1 day ago | |
Wonderful video! Really impressive :) |
|
Animal Movement, Human-Wildlife Coexistence, Latin America Community | 6 months 3 weeks ago | |
Really appreciate this discussion and the collective interest in humane, non-lethal deterrent solutions.We at Katidhan, based in India, have been working on a similar innovation... |
+24
|
Human-Wildlife Coexistence | 1 month 1 week ago | |
Looking forward to capturing the first polar bear. On film of course. |
|
Human-Wildlife Coexistence | 2 months ago | |
Thank you for your reply, ChadI meant 10 as a whole, indeed. Perhaps you see your post in one group, but since it is tagged for all groups, I assumed you meant 10 in total.In your... |
|
Acoustics, AI for Conservation, Animal Movement, Camera Traps, Citizen Science, Climate Change, Community Base, Connectivity, Drones, eDNA & Genomics, Emerging Tech, Funding and Finance, Geospatial, Human-Wildlife Coexistence, Software Development, Wildlife Crime | 2 months ago | |
Thank you for your comment Chris! Using these tools has made a huge difference in the way we can monitor and manage Invasive Alien Vegetation. I hope you are able to integrate... |
|
AI for Conservation, Citizen Science, Conservation Tech Training and Education, Drones, Geospatial, Human-Wildlife Coexistence, Open Source Solutions | 2 months 1 week ago |
Seeking Connections with Chile’s Wildlife Conservation
11 August 2025 6:28pm
25 August 2025 11:44pm
Hi Luciano,
My name is Pablo Saumann and I'm founder, director and live in a Private Conservation Project in Chile name Parque Valle los Ulmos. We are a group of people in the goal to protect and honor our Volcanic Ecosystem, run a sustainable settle in this land with high conservation value, and also run some sustainable productive production in low scale. This area was very affected by the recently 2015 eruption of the Calbuco Volcano, so we have a natural restoration process that have being studied by scientist from many places. We have being learning so much in this post eruption process, and understand that we have a responsibility to care, to learn and to share about Volcanic Ecosystems and the incredible nature response with this huge natural events.
Our active conservation actions have being a lot about control the invasion of exotic species that found a big opportunity with the open grassland areas and are threatening the natural restoration process. All our management have being chemical-free handling. Also we are working with human settle conflict with rats and bats, and all the challenges that involve implementation of low-impact infrastructure.
We are now thinking about sharing information and promoting care about Volcanic Ecosystems in Chile at least, and our local community of Ensenada, that lives between two active Volcanos in a region full of public and private conservation projects. In our project there is a lot of space for innovations of many kind.
We will love to share all our learnings and challenges and also looking for all kinds of collaborations to deal with our mission.
I notice that Carolina Ugarte also replied to your message. She made a great job in our Park with her studies, we appreciate so much her work.
best wishes
Pablo
Drone for Studying Migratory Birds - Research Input
9 October 2024 4:55pm
8 February 2025 4:42pm
One of the major considerations for bird study is that it doesn't disturb nesting birds. If too low in altitude, birds may perceive the drone as a threat and leave the nest. This allows opportunistic species to come in and take the eggs or chicks. This is why a good optic zoom and large photo sensor are key to high res images. If there was a quieter, smaller drone, it might not be perceived as a threat.
Also, a lower altitude for disturbance might make oblique image capture easier.
18 February 2025 10:42pm
Hi! I would be interested to learn more about your project. Would you send me your contact email? Mine is simicmelisa@gmail.com
Thanks, Melisa
21 March 2025 3:25pm
Hi Nikita,
If you haven't already, I'd recommend reaching out to the folks at the Cornell Ornithology lab. They're really glued into all things bird. In particular, I remember seeing a presentation years ago about their project birdcasting, which was measuring bird migration via radar. One of their next steps was to connect small scale behavior to large scale movement data, and it sounds like your drone project could help fill that gap.
Cheers,
Brandon
Women Conserving Southern Africa
16 July 2025 10:38am
25 July 2025 8:10am
Thanks for that Alex, I've added the event!
14 August 2025 3:29am
This is wonderful, thanks for sharing!
20 August 2025 1:13am
Sent to some South African local friends.
🐾 Urban Biodiversity and Sustainable Cities: A Systemic Approach to Animal Welfare
19 August 2025 10:47am
Updates on Mole-Rat Mystery Drone Project
10 June 2025 10:21am
10 June 2025 6:04pm
Such a great case study!!
12 June 2025 11:33am
Thank you Elsa :)
14 August 2025 6:07am
want to join 2025 contest for humpback whale photos in Juneo Alaska of Kelp
Zimbabwe Shines: 5 Key Takeaways from Ramsar COP15
10 August 2025 11:56pm
Apis Nomadica Labs: Mobile Bee-Search for the Future of Food & Medicine
7 August 2025 8:23am
How do you tackle the anomalous data during the COVID period when doing analysis?
21 July 2025 8:55am
25 July 2025 3:06pm
To clarify, are you talking about a model that carries out automated detection of vocalizations? or a model that detects specific patterns of behavior/movement? I would suspect that the former is not something that may be impacted while training as the fundamental vocalizations/input is not going to change drastically (although see Derryberry et al., where they show variation in spectral characteristics of sparrows at short distance pre and post-covid lockdowns).
28 July 2025 6:14pm
I'm specifically referring to movement of animals affected by anthropogenic factors. My question has nothing to do with vocalisations.
Humans were essentially removed from large sections of the world during covid and that surely had some effects on wildlife movements, or at least I am assuming it did. But that would not be the regular "trend". If I try to predict the movement of a species over an area frequented by humans, that surely comes into the picture - and so does their absence.
My question is very specific to dealing with data that has absence (or limited interference) of humans during the covid period in all habitats.
1 August 2025 10:24pm
You could just throw out that data, but I think you'd be doing yourself a disservice and missing out on some interesting insights. Are you training the AI with just pre-COVID animal movement data or are you including context on anthropogenic factors as well? Not sure if you are looking at an area that has available visitor/human population data, but if you include that with animal movement data across all years it should net out in the end.
July Geospatial Café Q&A
25 July 2025 5:53pm
25 July 2025 5:57pm
- I have question. As Dr Muhammad Rais mentioned ArcGis and QGIS for spatial analysis, map creating etc. If we can also done these analysis with python such as spatial analysis etc and sp, sf function in R for spatial analysis. So why everyone recommend ArcGis. And 2nd question about map of life. Can we download data from that for spatial analysis or habitat modeling.
25 July 2025 5:58pm
- Lovely to hear your work curating the Map of life @eliseb227. When uploading shapefiles, is it accurate to create a list of exhaustive species identified within a landscape which could see incidents of conflict. can we include community knowledge in this list?
28 July 2025 7:43am
Good question. Not sure everyone recommends ArcGIS anymore, but it is commonly used as a desktop GIS. However, it's not free. QGIS, R, and various Python packages are free. But you just need to know how to code to use them. In fact, using R and Python is often cleaner, faster, and puts you in touch with the data and how it's analyzed, much better than the 'clicky clicky' used in desktop packages. Most will use both desktop and code in the workflows. Among others, please see geemap.org, leafmap.org, and FOS geospatial tools for resources to get started and for a deeper dive. Additionally, please see the articles and discussions in this group.
WILDLABS AWARDS 2024 - Innovative Sensor Technologies for Sustainable Coexistence: Advancing Crocodilian Conservation and Ecosystem Monitoring in Costa Rica
11 July 2024 11:30pm
14 December 2024 6:41pm
¡Muchas gracias @vanereyes, apreciamos su apoyo!
4 February 2025 11:44am
Super interesting! I'm currently developing sensor accelerometers for fence perimeters in wildlife conservation centres. I think this is a really cool application of accelerometers; I would love to know how the sensor which you developed for part 3 looked like, or what type of software/machine learning methods you've used? Currently my design is a cased raspberry pi pico, combined with an accelerometer and ml decision trees in order to create a low-cost design. Perhaps there is something to be learnt from this project as well :)
4 February 2025 2:45pm
Wonderful video! Really impressive :)
Foxlights predator deterrant
24 November 2015 6:53pm
23 March 2017 12:24pm
Thanks for the reply. I will write to the contact because of the doubts.
24 March 2017 8:22pm
Personally, I'd order a few of the $10 radios from eBay and see how they work. They are cheap enough that if they don't work out, you wouldn't be out much money.
For $27, you could try one of these which is rated Waterproof Level IPX3; it can be used during rainy weather.
From my brief search, I think you are going to have a tough time finding something solar, waterproof, and inexpensive. But do let us know what you turn up!
18 July 2025 9:22am
Really appreciate this discussion and the collective interest in humane, non-lethal deterrent solutions.
We at Katidhan, based in India, have been working on a similar innovation called Parabraksh — a solar-powered smart deterrent that uses randomized light patterns to simulate the presence of a threat (like eye contact or motion). It’s specifically designed for deterring elephants, wild boars, leopards, tigers, and other wild animals that cause crop loss or endanger human settlements.
Inspired by the efforts of Lion Lights and Foxlights, we focused on building a solution that’s cost-effective, rugged, and adaptable to diverse geographies. Parabraksh is certified by a government agri-university and has been deployed in over 5,000 installations across India, including projects with state forest departments.
We understand the concerns around animal habituation, and Parabraksh addresses this with a dynamic light logic that changes patterns and behavior unpredictably. When combined with smart field practices and periodic repositioning, the deterrent effect has remained effective across long deployment cycles.
If anyone is interested in trying or procuring the system, feel free to reach out to me directly at previn@katidhan.com. We’re happy to collaborate or share insights.
Warm regards,
Previn Jacob
Katidhan | www.katidhan.com
CSS Asian elephant rapid response grant
4 July 2025 9:31pm
Opportunity to participate in study on what evidence you trust in conservation
24 June 2025 1:14pm
Field testing the PolarBearWatchdog!
23 June 2025 12:24am
23 June 2025 1:23pm
Looking forward to capturing the first polar bear. On film of course.
New Group Proposal: Systems Builders & PACIM Designers
18 June 2025 2:52pm
19 June 2025 9:08am
Hi Chad,
Thanks for the text. As I read it, PACIMs play a role in something else/bigger, but it doesn't explain what PACIMs are or what they look like. Now I've re-read your original post, I'm thinking, maybe I do understand, but then I feel the concept is too big ( an entire system can be part of a PACIM ? ) to get going within a WildLabs group. And you want to develop 10 PACIMS within a year through this group? Don't get me wrong, I am all for some systems change, but perhaps you're aiming too high.
19 June 2025 12:19pm
Hello again sir - PACIMs really mean 'projects' is the way I see it. Each part of the acronym can be seen as a project (if you have an assignment to do, you have a project really).
As for your query on 10 projects in 'this' group - I should ask for clarification if you mean particularly acoustics or in any group (I see now this is the acoustics thread after I selected all the groups for this post). If you are asking on acoustics, you're right - I am unsure on 10 as I am not too keen on acoustics yet. If you are asking 10 projects as a whole like 10 projects in the funding and finance group - I believe 10 to be a very reasonable number. Our projects we have co-created are for the most part replicable, rapidly deployable, quickly scalable, fundable through blended finance and more.
Thank you again for the feedback.
19 June 2025 1:43pm
Thank you for your reply, Chad
I meant 10 as a whole, indeed. Perhaps you see your post in one group, but since it is tagged for all groups, I assumed you meant 10 in total.
In your first post you explain PACIM stands for "Projects, Assignments, Campaigns, Initiatives, Movements, and Systems", so I understood it as more than just projects. Obviously, many things can be packed into a project or called a project, but then, what does it mean that 'Projects' is part of the list?
Well, if you think 10 projects is doable, then don't let me stop you.
How drones, AI & Open Source Software are being used to combat Alien Invasive Plants in South Africa
2 June 2025 10:08am
7 June 2025 9:36pm
Hi Ginevra, thank you! Its such a huge advantage to have tech tools available to us in conservation. Not just from an analysis point of view but also from a practical application view😊
17 June 2025 1:26am
Aloha, this is a great project. Thanks for sharing. I have been looking for ideas to integrate machine learning with some of the conservation work we are engaed in here on Kauai. Thank you
17 June 2025 11:00am
Thank you for your comment Chris! Using these tools has made a huge difference in the way we can monitor and manage Invasive Alien Vegetation. I hope you are able to integrate similar systems with your projects there. If you need any help, feel free to reach out!
Apply for Free Access to Nature FIRST Conference (innovative solutions for biodiversity monitoring and human-wildlife coexistence)
22 May 2025 2:37pm
28 May 2025 4:20pm
Nice!
Thought I'd mention that Wildlife Security Innovations will have a booth there, demonstrating our new multi-camera, local AI camera trap that supports miniature high resolution thermal modules. I will be bringing these along.
31 May 2025 4:21pm
Hi
This is great!
So just to double check - there is no way to join online? I would love to be part of this conference.
Thanks, Els van Lavieren
WILDLABS AWARDS 2025 - Ambiance: Leveraging Fear to Mitigate Human-Wildlife Conflict
25 May 2025 10:38pm
Automated Image analysis
18 May 2025 5:10pm
Boombox Workshop at ICCB 2025
16 May 2025 8:18am
Technology in Wildlife Welfare Workshop (in-person, UK)
6 May 2025 7:46pm
Post-Doctoral Research Fellow/ Project Manager, University of St. Andrews, UK
2 May 2025 4:31pm
Connecting the Dots: Integrating Animal Movement Data into Global Conservation Frameworks

30 April 2025 1:38am
FROM VULNERABILITY TO SECURITY: INSPIRING COEXISTENCE THROUGH A RESILIENT BOMA
17 April 2025 8:41pm
Beekeeping training center/field school
3 April 2025 10:38am
4 April 2025 2:16pm
Thanks.
Any time you meet someone with internet to invest in the beekeeping industry. Kindly remember my name.
8 April 2025 9:17am
Hi, I'm really interested in your project. If you're open to it, I’d be happy to build and send you a couple of data logger units — free of charge — to help monitor temperature, humidity, pressure, and possibly hive weight using a load cell. I’m also considering adding a simple bee traffic sensor to track how often bees enter and leave the hive. This could help reveal patterns related to foraging behavior or colony stress.
It would also be an interesting use case for using LoRaWAN to send node data to a central gateway. The data could be exported in line protocol format so you can easily import it into InfluxDB or another dashboarding tool if you'd like to visualize it.
I’m quite busy with other projects, but I’d be happy to throw something together to get you started, and I’ll include the source code in case you'd like to modify or expand it in the future. Let me know if this sounds helpful — I'd love to support your work.
Best regards, Travis
8 April 2025 2:36pm
Great dear Travis,
This is a great news and an opportunity to me and my local bee keepers. It really sounds very helpful.
Here is my contacts:
Email: muganyizi@pales.or.tz
Mobile WhatsApp: +255686 821 070.
Kindly spare a time slot so that we dive into details of this for your support and collaboration.
Free Webinar by Nature FIRST: Bridging Ecology and ESG – Smarter Decisions with Knowledge Graphs
2 April 2025 10:59am
Mole-Rat Mystery. Can anyone help?
19 March 2025 3:25pm
20 March 2025 4:17pm
Hi Sean! I love that you are naturally curious and are pursuing really cool projects in your free time. I know absolutely nothing about cape dune mole rats (in fact, never heard of them prior to this post, but I will confess I was interested in the concept of a mole-rat mystery), but I did have some thoughts about where you might find more information-
It seems like the types of questions you are asking are pretty specific and niche. My first thought on how to find someone with expertise in these specific rodents was to go to their iNat page- there you can see the top observer and top identifier. Both individuals are active researchers, so I think reaching out to them on iNat or finding their e-mails from their respective organizations' sites might be a good way to get in touch.
I also did a quick search in Google Scholar in which I typed in only the scientific name and hit go. The two publications linked above caught my eye as potentially helpful in your search- particularly the first one. They excavated burrows and noted things like home range size, that males have more burrows than females, etc. I didn't go much beyond the abstracts but these seem like they might get you on the right tracks!
Happy ratting!
25 March 2025 8:36am
Good morning Vance
Thank you very much! I am looking into some papers that I was kindly directed to by Jocelyn Stalker ( her comment below) and am looking for ways to establish population dynamics just by looking at the mounds. Once I have figured this part out I should be able to correlate the information to the drone data. The Ground Sampling Distance (GSD) for this project is very small, 1.3cm per pixel. This has proven to be very useful because I am able to use the very fine 3D models to run change detections that pick up new heaps and vegetation reductions (which may be due to feeding) on a weekly basis. It helps not only visualise but also quantify where the most activity has occurred. I will keep you posted!
25 March 2025 8:47am
Good morning Jocelyn
Thank you very much for your comment, this is proving to be very useful advice and thank you so much for setting me on the right path!! This is very exciting!!
They are the most extra ordinary little creatures and as I don't know much about them either, I thought I'd try learn as much as I can (not just through literature, but through my own observations as well). I walk past these mounds daily and am always intrigued when I see more mounds and really enjoy watching them actively push the dune sand up to the surface (you don't see the wee fellas but you can watch the sand move as they burrow away). One afternoon while flying my drone (I was quantifying the changes in sediment deposition and erosion volumes in the estuary after a flood that was soon followed by a super high tide), I had a heap between my legs and all of a sardine it starts moving! So that sparked my curiosity even further.
I will keep you posted on my findings and thank you again for the papers and the direction! It is greatly appreciated!!
Subject: “Baa-bridge” – AI Sheep Stress Reduction, Seeking Genius Input!
20 February 2025 9:55pm
21 March 2025 12:18pm
I'm sure others here can comment better than I on models for classifying animal sounds, but from an ML pint of view, a key concern is getting enough data. 10 recordings does not sound like a lot (although how long are they?) and 1000 epochs does sound like a lot. It is very possible that your model is just learning to memorize the inputs, and that it will generalise poorly.
Nature FIRST Conference: Innovation and Collaboration in Conservation
11 March 2025 9:39am
22 August 2025 3:24pm
Hi Luciano,
My name is Carolina, and I am a Chilean PhD student working on human-carnivore conflict mitigation with innovative technologies in the temperate rainforest of southern Chile. In particular, my team and I are developing and testing acoustic devices that deter carnivores from attacking small domestic animals, in collaboration with a highly engaged rural community. I am currently studying the behavioral effects of these devices on carnivores, with the aim of applying this technology in rural areas with low-income families that raise poultry and small livestock.
If you are interested, please let me know. I saw your projects, and I think it would be very interesting to discuss the potential application of these devices to promote human–carnivore coexistence.
Best wishes!
Carolina