CoralNet
CoralNet offers a new way to analyze data essential to the conservation of coral reefs experiencing catastrophic declines in biodiversity worldwide. Traditionally, coral reef research entails meticulous surveys, which generates large datasets that need to be annotated and analyzed by hand, creating a data analytics bottleneck. To address this problem, CoralNet utilizes a type of machine learning called annotation (which is the process of automatically fully or partially assigning metadata) to tag images of coral reefs with keywords and/or captioning, allowing data to be processed much faster. CoralNet is also more than a mechanism to analyze data. It has evolved to become a network: a data depository and collaborative tool for researchers and coral enthusiasts with a passion for coral data. CoralNet received funding from the National Science Foundation and NOAA, and in 2019, a study published by researchers at NOAA in Frontiers in Marine Science confirmed that CoralNet was as accurate as a human in annotating images. CoralNet will continue to develop and provide the tools to better monitor coral reefs and their rich biodiversity.
Lozada-Misa, Paula, Brett Schumacher, and Bernardo Vargas-Ángel. “Analysis of benthic survey images via CoralNet: a summary of standard operating procedures and guidelines.” (2017).
Categories
Artificial Intelligence, Biodiversity, Citizen Science, Data, Ecological Monitoring
More Ideas
Air Pollution Robot
The dangers of air pollution to human health are well documented, though the traditional methodology of collecting and reporting on sample lags behind the need to keep abreast and regulate air pollution in a meaningful amount of time. The use of drones and robots have been identified by researchers as resources that can be tweaked […]
Artificial Life, Biodiversity, Climate Change, Ecological Monitoring, Industry/Natural Commodities, Lifestyle, Monitoring
Telematic Rivers
Erica Kermani’s artwork seeks to answer a central question: if rivers were seeing an equal, living entity, would humans take issues like climate change threatening them more seriously? In his year-long art exhibition in 2017, Kermani, in collaboration with Diana Salcedo & Jeana Chesnik, created a new forum of interaction between humans and rivers to […]
Climate Change, Ecological Monitoring, Lifestyle, Monitoring, Pollution, Visual Technologies
Co-occupied Boundaries
Art is easily found in nature but rarely is what considered art today inherently natural. The concept of co-occupied mediums that serve to be both functional for nature and aesthetically pleasing to people is being actively explored by Asya Ilgun and Phil Ayres, from the CITAstudio at The Royal Danish Academy of Fine Arts. In […]
Climate Change, Ecological Monitoring, Lifestyle, Monitoring, Pollution, Visual Technologies