GeoKnowledgeFusion: A Platform for Multimodal Data Compilation from Geoscience Literature

• Published in: Remote sensing (Basel, Switzerland) Vol. 16; no. 9; p. 1484
• Main Authors: Guo, Zhixin, Wang, Chaoyang, Zhou, Jianping, Zheng, Guanjie, Wang, Xinbing, Zhou, Chenghu
• Format: Journal Article
• Language: English
• Published: Basel MDPI AG 01.05.2024
• Subjects: Accuracy; Algorithms; Annotations; automation; Big Data; Computational linguistics; Data collection; data extraction; data fusion; Data processing; Data science; Debris flow; Deep learning; Design; Earth science; Earth sciences research; isotopes; Language; Language processing; mass movement; Methods; multimodal data compilation; Natural language interfaces; Natural language processing; Neural networks; Samarium isotopes; scientific database; Target recognition; China

With the advent of big data science, the field of geoscience has undergone a paradigm shift toward data-driven scientific discovery. However, the abundance of geoscience data distributed across multiple sources poses significant challenges to researchers in terms of data compilation, which includes...