Data Centred Intelligent Geosciences: Research Agenda and Opportunities Position Paper
SERVICE-ORIENTED COMPUTING, ICSOC 2021 WORKSHOPS(2022)
摘要
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.
更多查看译文
关键词
intelligent geosciences,data,research agenda
AI 理解论文
溯源树
样例
生成溯源树,研究论文发展脉络
Chat Paper
正在生成论文摘要