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.

The software and apps used and built by the conservation tech community are as varied as the species and habitats we work to protect. From fighting wildlife crime to collecting and analyzing data to engaging the general public with unique storytelling, apps, software, and mobile games are playing an increasingly large role in our work. Whether you're already well-versed in the world of software, or you're a hardware expert looking for guidance from the other side of the conservation tech field, this group will have interesting discussions, resources, and ideas to offer.

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?

Every day, mapping and spatial analysis are aiding conservation decisions, protected areas designation, habitat management on reserves and monitoring of wildlife populations, to name but a few examples. If you are excited by the ways in which GIS is used in conservation, this is the group for you!