Quantifying multi-factor contributions to rare earth element enrichment in marine sediments using explainable machine learning

2026/07/31 by Xin Yang, Dongpin Chen, Xiaobo Huang +2

paper · doi:10.1016/j.oregeorev.2026.107472

crossref created 2026/07/31 · crossref deposited 2026/08/06 · crossref indexed 2026/08/06 · crossref issued 2026/09/01 · crossref published 2026/09/01 · crossref published-print 2026/09/01

Citations

• The tremendous potential of deep-sea mud as a source of rare-earth elements
• Discovery of extremely REY-rich mud in the western North Pacific Ocean
• Geochemistry of REY-rich mud in the Japanese Exclusive Economic Zone around Minamitorishima Island
• XGBoost: A Scalable Tree Boosting System
• Transfer of rare earth elements (REE) from manganese oxides to phosphates during early diagenesis in pelagic sediments inferred from REE patterns, X-ray absorption spectroscopy, and chemical leaching method
• Deep-sea mud in the Pacific Ocean as a potential resource for rare-earth elements
• Geochemistry of rare earth elements in bottom sediments of the Brazil Basin, Atlantic Ocean