Foundation models in shaping the future of ecology
Albert Morera
Abstract
In the field of ecology, we are facing urgent challenges related to biodiversity loss, global change and ecosystem sustainability. In this context, the application of Foundation Models emerges as a powerful tool. These models have the potential to reshape our understanding of natural systems by the incorporation of large volumes of data from different sources the generation of results with a more holistic view of ecosystem functioning. However, the application of Foundation Models in ecology presents challenges that will need to be addressed, such as model interpretation, training efficiency, and the ethical considerations due their implementation.
Topics & Concepts
EcologyFoundation (evidence)Environmental ethicsData scienceGeographyEnvironmental resource managementComputer scienceBiologyEnvironmental scienceArchaeologyPhilosophyGlobal Energy and Sustainability ResearchEarth Systems and Cosmic EvolutionComplex Systems and Decision Making