论文标题
数据以智能地球科学为中心：研究议程和机会，位置论文
Data Centred Intelligent Geosciences: Research Agenda and Opportunities, Position Paper
论文作者
论文摘要
本文介绍并讨论了我们的愿景，以发展和理论有关以数据为中心的地球科学知识（数据，实验，模型，方法，结论和解释）的最佳实践和新颖方法的理由。这些知识是通过应用统计建模，机器学习和现代数据分析方法来产生的，对地理数据收集。这些问题涉及模型构建，模型评估，预测和预测工作流程中的开放方法论问题。
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.
