摘要
Abstract
This paper systematically reviews the application status of geological big data and artificial intelligence technology in geological research.Geological big data has significant characteristics,such as massive nature and high value,multi-source heterogeneity and multimodal nature,high spatio-temporal correlation,high dimensionality and high correlation,complexity and fuzziness.In response to these characteristics,artificial intelligence technologies such as data mining,machine learning,deep learning and knowledge graph provide effective solutions.The practical application of geological big data and artificial intelligence in geological knowledge graph construction,chemical anomaly processing,lithology identification,establishment of metallogenic prediction models,geological disaster warning and other scenarios is further analyzed,providing a powerful reference for the intelligent upgrading of geological work.关键词
地质大数据/多源异构/人工智能/机器学习/知识图谱Key words
geological big data/multi-source heterogeneity/artificial intelligence/machine learning/knowledge graph分类
天文与地球科学
