Deep Learning For Ecological Monitoring: Performance In Novel Habitats And Benefits Of varied Training Data

Deep Learning For Ecological Monitoring: Performance In Novel Habitats And Benefits Of varied Training Data

By PhD candidate Ellen Ditria, Reading Time: 452 words, about 2 minutes. Fish IDing Sample. Photo: Global Wetlands Project. Deep learning has fast become recognised as a powerful data processing tool for ecologists faced with vast amounts of image-based data. The ability of deep learning to accurately detect target species in videos and images unlocks [...]

How can we best assess the threats and status of connected coastal wetland habitats?

How can we best assess the threats and status of connected coastal wetland habitats?

By Dr Michael Sievers Reading Time: 485 words about 3 minutes. Habitat degradation is a global crisis. Quantifying and evaluating habitat change and its impacts on ecosystem function is needed to inform management and conservation that ultimately safeguards biodiversity and human benefits. Many of these benefits in coastal ecosystems depend not only on habitat status, [...]