Advancing AI for Earth Science: A Data Systems Perspective
Manil Maskey, Hamed Alemohammad, Kevin Murphy, Rahul Ramachandran
Abstract
Tackling data challenges and incorporating physics into machine learning models will help unlock the potential of artificial intelligence to answer Earth science questions.
Topics & Concepts
Perspective (graphical)Earth system scienceEarth (classical element)AstrobiologyData scienceEngineering ethicsEarth scienceComputer scienceGeologyEngineeringArtificial intelligencePhysicsAstronomyOceanographyGeochemistry and Geologic MappingScientific Computing and Data ManagementBig Data Technologies and Applications