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Wildlabs.net : The conservation technology network

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Mike Hamilton

@mphamilton
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Mike Hamilton

University of California

retired Field Station Director, very early adopter of conservation technologies

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United States

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English

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Mike Hamilton added a new Discussion - "Enhancing automated analysis of marine soundscapes using eco-acoustic indices and machine learning" to Acoustics

Groups

Group

AI for Conservation

Group Stats

1030
1266
504

Latest Discussion
Documentary on Conservation

Artificial intelligence is increasingly being used in the field to analyse information collected by wildlife conservationists, from camera trap and satellite images to audio recordings. AI can learn how to identify which photos out of thousands contain rare species; or pinpoint an animal call out of hours of field recordings - hugely reducing the manual labour required to collect vital conservation data.

Latest Resource
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HawkEars: a high-performance bird sound classifier for Canada

HawkEars is a deep learning model designed specifically to recognize the calls of 328 Canadian bird species and 13 amphibians.

Group

Acoustics

Group Stats

731
1427
334

Latest Discussion
Advice needed for accessible acoustic monitoring

Acoustic monitoring is one of our biggest and most active groups, with members collecting, analysing, and interpreting acoustic data from across species, ecosystems, and applications, from animal vocalizations to sounds from our natural and built environment

Latest Resource
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HawkEars: a high-performance bird sound classifier for Canada

HawkEars is a deep learning model designed specifically to recognize the calls of 328 Canadian bird species and 13 amphibians.

Group

Build Your Own Data Logger Community

Group Stats

Latest Discussion
DIY: Pressure Chamber

Welcome to the official group forum for our virtual course, Build Your Own Data Logger. This is your space to engage with course instructors Akiba and Jacinta from Freaklabs, find help and resources for each module, collaborate and chat with your fellow course participants, and share your progress on your own Data Logger project!

Latest Resource
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Can CBIs promote coexistence? A Case Study from Northern Tanzania

Can conservation-based incentives promote the willingness of local communities to coexist with wildlife? A case of Burunge Wildlife Management Area, Northern Tanzania

Group

Camera Traps

Group Stats

779
1989
253

Latest Discussion
Overview of Image Analysis and Visualization from Camera traps

Looking for a place to discuss camera trap troubleshooting, compare models, collaborate with members working with other technologies like machine learning and bioacoustics, or share and exchange data from your camera trap research? Get involved in our Camera Traps group! All are welcome whether you are new to camera trapping, have expertise from the field to share, or are curious about how your skill sets can help those working with camera traps.

Latest Resource
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Nature Tech for Biodiversity Sector Map launched!

Conservation International is proud to announce the launch of the Nature Tech for Biodiversity Sector Map, developed in partnership with the Nature Tech Collective!

Group

Citizen Science

Group Stats

Latest Discussion
Can RGB drone data & Machine Learning be of value in Conservation?

Anyone can become a citizen scientist - even experts! If you're excited about exploring new areas of conservation tech, contributing to projects, or developing and launching your own citizen science projects or apps, this is the group for you.

Latest Resource
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Can/Should UAVs Be The Answer To Urbanisation & Wildlife Conflicts

Over the years, a large number of developments have gone up in the area that I live in and the municipality is not doing what they should when it comes to upholding the laws that have been put in place to protect the wildlife in this protected paradise. Is anyone else around the world facing this in their communities? Can/should drones and open source software be the answer to better monitoring of construction companies that are in breach of wildlife regulations? I would like to get others thoughts on this subject as it can be complicated. GeoWing Academy has been using drones and opensource software to monitor some of the changes and damages to the environment to illustrate the issues to the local municipality and government. There is a PDF version of the article attached should the images in the article not be visible

Group

Climate Change

Group Stats

Latest Discussion
PhD Advice

The conservation tech community has the power to help us understand and overcome the enormous challenges posed by climate change. Join our Climate Change group to meet others who are passionate about using their expertise to innovate new solutions and find reasons to be optimistic about tech's potential in the fight against climate disasters.

Latest Resource
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Maps, Education and Community

geocarto

Group

Data management and processing tools

Group Stats

Latest Discussion
Overview of Image Analysis and Visualization from Camera traps

Conservation tech work doesn't stop after data is collected in the field. Equally as important to success is navigating data management and processing tools. For the many community members who deal with enormous datasets, this group will be an invaluable resource to trade advice, discuss workflows and tools, and share what works for you.

Latest Resource
/
HawkEars: a high-performance bird sound classifier for Canada

HawkEars is a deep learning model designed specifically to recognize the calls of 328 Canadian bird species and 13 amphibians.

Group

Drones

Group Stats

Latest Discussion
Can RGB drone data & Machine Learning be of value in Conservation?

Used to pick up signals from tracking gear on the ground, collect images of wildlife and habitats from the air, gather acoustic data with specialized hydrophones, or even collect snot samples from whales' blowholes, drones are capable of collecting high-resolution data quickly, noninvasively, and at relatively low cost.

Latest Resource
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Nature Tech for Biodiversity Sector Map launched!

Conservation International is proud to announce the launch of the Nature Tech for Biodiversity Sector Map, developed in partnership with the Nature Tech Collective!

Group

eDNA & Genomics

Group Stats

Latest Discussion
eDNA sampling kits

eDNA is a molecular conservation tech tool that can be used to detect species presence in samples taken directly from the environment. To date, eDNA has been used for species detection, biomass estimation, diet analysis, reconstruction of past flora and fauna, and wildlife disease detection. Still a relatively new area of conservation tech, eDNA is in a phase of rapid innovation and growth, with improved ease of use and more accessibility allowing this technology to find new uses in the field and lab.

Latest Resource
/
Nature Tech for Biodiversity Sector Map launched!

Conservation International is proud to announce the launch of the Nature Tech for Biodiversity Sector Map, developed in partnership with the Nature Tech Collective!

Group

Geospatial

Group Stats

Latest Discussion
Planet Imagery is no longer available on GFW

Geospatial data and analysis is critical for conservation, from planning to implementation and measuring success. The Geospatial group focuses on all aspects of this field, from field surveys to remote sensing and data development/analysis to GIS systems.

Latest Resource
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Maps, Education and Community

geocarto

Group

Sensors

Group Stats

Latest Discussion
Ground Truth: How Are You Verifying What Maps Show?

Want to talk about sensors that don't quite fit into any of our tech-specific groups? This is the place to post! From temperature and humidity to airflow and pressure sensors, there are many environmental sensing tools that can add valuable data to core conservation monitoring technologies. With the increasing availability of low-cost, open-source options, we've seen growing interest in integrating these kinds of low bandwidth sensors into existing tools. What kinds of sensors are you working with?

Latest Resource
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What Are Innovative Technologies, and Why Should Conservationists Care?

Conservationists use tools like drones, satellites, and camera traps to monitor ecosystems and scale their impact. But new challenges like transparency, funding gaps, and engagement remain. Web 3.0 technologies offer solutions, but adoption can be complex. Understanding their benefits and barriers is key.

Group

Emerging Tech

Group Stats

Latest Discussion
Documentary on Conservation

Technology is changing and evolving faster than ever, and as it does, our community members are looking for the next big thing to revolutionize their conservation tech work. To chat about your favorite new tools that are just emerging in the field and discover innovations you haven't yet heard of, join this group!

Latest Resource
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Nature Tech for Biodiversity Sector Map launched!

Conservation International is proud to announce the launch of the Nature Tech for Biodiversity Sector Map, developed in partnership with the Nature Tech Collective!

Group

Software Development

Group Stats

Latest Discussion
Overview of Image Analysis and Visualization from Camera traps

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.

Latest Resource
/
Nature Tech for Biodiversity Sector Map launched!

Conservation International is proud to announce the launch of the Nature Tech for Biodiversity Sector Map, developed in partnership with the Nature Tech Collective!

Group

Marine Conservation

Group Stats

Latest Discussion
Dual-/Multi-Use Technology Strategies

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.

Latest Resource
/
Nature Tech for Biodiversity Sector Map launched!

Conservation International is proud to announce the launch of the Nature Tech for Biodiversity Sector Map, developed in partnership with the Nature Tech Collective!

Bookmarks

Keep track of the resources that matter to you! Collections let you save, organise, and share content from all over the WILDLABS community. Create your first collection by clicking on the bookmark icon wherever you see it.

My Courses

These are your in-progress and completed courses. Explore more courses through our catalogue.

To find courses you have created, see your "My Draft Content" or "My Content" tabs.

Course

Camera Trapping for Conservation

Whys and Hows of Camera trapping

Course

Introduction to Conservation Technology

Innovation meets collaboration: The origin and future of conservation tech

Course

Environmental DNA for Terrestrial Vertebrate Conservation

Is eDNA right for me?

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Discussion

Enhancing automated analysis of marine soundscapes using eco-acoustic indices and machine learning

Mike Hamilton

Fascinating article, combining machine learning and acoustical signals to correlate coral reef health.https://www.sciencedirect.com/science/article/pii/S1470160X22004575?via%3Dihub

31 May 2022

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Scaling Innovation in Conservation
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The WILDLABS community has the skills to change the conservation world for the better. WILDLABS has the programmes and resources to connect community members to the tool and networks they need to make an impact. You can provide the support to let WILDLABS grow. By choosing to support WILDLABS, whether through sponsoring a programme or joining our donor circle with a general donation, you’re supporting our community’s ability to create and use innovations that will shape tomorrow’s conservation solutions.

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Mike Hamilton

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Mike Hamilton

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Mike Hamilton

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