Group

Marine Conservation / Feed

Bringing together many of our community's tech types like bioacoustics, biologging, drones, remote sensing, machine learning, and more, the Marine Conservation group is a meeting point to begin innovative collaborations and answer difficult questions.

discussion

Fully-retrievable Satellite Tags for Seals?

Hello WILDLABS biologgers! I am wondering if anyone knows of any satellite telemetry devices for use in the marine realm (specifically for pinnipeds - seals/sea lions) that...

2 2

Alas I have no recommendations for you, but I want to say kudos for pursuing a no-trace approach.  Granted the impact of a handful of tracking tags being discarded is way down the list of global pollution sources by impact, but it's good (in our field) to lead by example.

Thanks, Wade! I think a number of these concerns are for pristine environments where cultural norms prohibit leaving anything on the land unnecessarily. It definitely touches on the intersection of communities wanting to conduct science, while respecting traditional knowledge and laws which I feel would be a great direction to push the field.

See full post
careers

Post Doctoral Research Assistant at ZSL

ZSL is looking for an enthusiastic research scientist to join the multidisciplinary team and help deliver a project in Wales to better understand the ecology of tope sharks (Galeus galeus) in North Cardigan Bay and the...

0
See full post
discussion

WILDLABS AWARDS 2024 - FinDrop: Accessible Acoustic Monitoring for Mesophotic Marine Environments

Hello everyone! I am honored to introduce our interdisciplinary team, which has experienced exponential growth over the past year, comprising individuals such as @...

1 2

Congrats @MattyD797 and team!!! We do a lot of work in the underwater bioacoustic realm and your tool certainly seems like it would be a great instrumental addition to the community. Look forward to learning more about your project!

Liz

See full post
discussion

AI for Conservation!

Hi everybody!I just graduated in artificial intelligence (master's) after a bachelor's in computer engineering. I'm absolutely fascinated by nature and wildlife and I'm trying to...

7 5

Welcome, Have you considered participating in any of the AI for Good challenges. I find it is good way to build a nice portfolio of work. Also contributing to existing open source ML projects such as megadetector or to upstream libraries such as PyTorch is good way to getting hired. 

 

 

 

We could always use more contributors in open source projects. In most open source companies Red Hat, Anaconda, Red Hat and Mozilla, people often ended up getting hired largely due to their contributions on open source projects. These contributions were both technical such as writing computer code and non-technical such as writing documentation and translating tools in their local language. 

 

See full post
Link

Using citizen science image analysis to measure seabird phenology

Our new paper uses data from the citizen science project, Seabird Watch (hosted on the Zooniverse platform; seabirdwatch.org), to measure seabird phenology. Volunteers marked birds in time-lapse images to investigate arrival and departure to/from the breeding grounds.

5
discussion

Species ID Needs?

Hi all! New to the WILDLABS space and interested in learning from others about species identification needs in fisheries and wildlife, ranging from monitoring and enforcement to...

2 0

Hello Nadia,

A forensic genetic challenge  exists when DNA is destroyed by processes used in manufacturing of derivative animal products, preventing law enforcement in identification of protected species.  Alternative methods such as lipid profiles or isotope analysis unique to certain species may be possible but require voucher specimens that may or may not be available and methods that have not been tested or peer reviewed. Examples below:

  1. derivative products made from endangered shark squalene (eg. Liver oil capsules).
  2. derivative products made from lion bone and tiger bone (eg. lion bone cake and tiger wine).

    This is a law enforcement issue and would like to discuss possible solutions. 
See full post
discussion

Timelapse Infrared Camera Suggestions

I am researching cameras for my thesis project researching harbor seals. I need a trail camera that can take infrared images in Timelapse mode. Does anyone have any...

5 0

I doubt there is an off the shelf solution. Likely you will have to build one. Again I think the FLIR leptons could be of value here.

@krasi_georgiev  you have worked with Leptons before ? Is this something you are able to advise on ?

See full post
careers

Senior Software Engineer, Skylight

Join the mission to help tackle IUU fishing with cutting-edge tech! The Allan Institute for AI is seeking a Senior Software Engineer to accelerate efforts to make sure those working to restore our ocean have the tools...

1
See full post
discussion

Jupyter Notebook: Aquatic Computer Vision

Dive Into Underwater Computer Vision Exploration OceanLabs Seychelles is excited to share a Jupyter notebook tailored for those intrigued by the...

3 0

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. 

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? 

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. 

 

 

See full post
discussion

Recycled & DIY Remote Monitoring Buoy

Hello everybody, My name is Brett Smith, and I wanted share an open source remote monitoring buoy we have been working on in Seychelles as part of our company named "...

2 1

Hello fellow Brett. Cool project. You mentioned a waterseal testing process. Is there documentation on that?

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.

See full post
discussion

Looking for a Supervisor/Research Group - ML-driven Marine Biomonitoring

Hi everyone, I am a final year MEng Computing student at Imperial College London interested in improving marine biodiversity monitoring with machine learning.I have...

2 0

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

 

See full post
discussion

Open-Source design guide for a low-cost, long-running aquatic stereo camera

Katie Dunkley's project has been getting a heap of attention in the conservation tech community - she very kindly joined Variety Hour to give us a walkthrough of her Open-Source...

2 0

This is awesome - thanks for sharing Stephanie!! We actually were looking around for a low-cost video camera to augment an MPA monitoring project locally and this looks like a really great option!

 

Cheers, Liz

Thank you for sharing! Super interesting, as we don't see many underwater stereo cameras! We also use Blue Robotics components in our projects and have found them reliable and easy to work with. 

See full post
discussion

Hydromoth for coastal & offshore surveying

Hi all! I'm interested in deploying a Hydromoth on an Uncrewed Surface Vehicle (USV) to collect acoustic data for biodiversity analysis, for coastal and offshore marine surveys....

3 0

Hi Sol,

I think your concern is well placed.  The pros typically tow an array of hydrophones, in its simpler configuration it looks like a long fat rubber hose containing maybe a dozen transducers feeding their electrical signals to a recording unit back on the ship.  All this is done to reduce noise from the ship, from waves crashing, and flow noise.  The multiple transducers can also be electronically tuned to be directional so that it can be "pointed" away from a noise source (like the ship).

In your position, I would just try the simplest thing that could work, then fix the problems as they arise.  It could be you may need to be dead in the water while recording.  To address surface noise (slapping waves, wind), you could mount the hydromoth low down on a spar buoy, which you tow into position.

 

Best of luck, it sounds like an interesting project (c:

Hydromoths are great for the price but they do not have the most streamlined housing and audio quality won't be as good as something like a SoundTrap or really any recorder with a proper hydrophone and 16-bit +DAQ system.

If you can afford it, this is an excellent SoundTrap based towed autonomous system NOAA have been using. It might work towed behind an autonomous vehicle

Alternatively, if you can have something inside the vehicle, a simple tape recorder (e.g. Tascam DR40X) and hydrophone on cable  will provide excellent sound quality. You could also use something like a Raspberry Pi with audio focussed ADC hat to record but that would require a bit more programming. Even consider a standard AudioMoth and plug a proper hydrophone into the audio jack - this would still have a 12-bit ADC but would provide better sound quality than a hydromoth (hydrophones are more omnidirectional and there's no air filled causing reflections and attenuation)

If you are considering an external microphone and a towed system, then you would also be in a position to consider a raspberry pi with an external microphone with sbts-aru. Another option:



 

See full post