Data Centred Intelligent Geosciences: Research Agenda and Opportunities Position Paper

Abstract

This paper describes and discusses our vision to develop and reason about best practices and novel ways of curating data-centric geosciences knowledge (data, experiments, models, methods, conclusions, and interpretations). This knowledge is produced from applying statistical modelling, Machine Learning, and modern data analytics methods on geo-data collections. The problems address open methodological questions in model building, models' assessment, prediction, and forecasting workflows.This work is funded by the project ADAGEO, IEA CNRS collaboration with Federal University of Rio Grande do Norte https://adageo.github.io.