Supplementary Files for "Apatite Constraints on Archean Magmatism Using Machine Learning"

This supplementary file contains data and code for the manuscript "Apatite Constraints on Archean Magmatism Using Machine Learning" by Qianbin Liang, Guoxiong Chen, Timothy Kusky, Qiuming Chen Contents: 1.Dataset: Table-S1_Apatite_granite1205: The dataset was compiled from previous publications, including S and non-S apatites. Table-S2_Apatite_tectonic_setting0710: The dataset was compiled from GEOROC database and previous publications, including arc and non-arc apatites. Table-S3_Detrital apatite1201: Detrital apatites preserved in sedimentary rocks from diverse locations worldwide across the past 4 billion years, , which can be predicted by the well-trained ML model. Table-S4_Apatite_TTG: Archean TTG’s apatites from the chemical discriminant database of accessory mineral of Bruand et al. (2020), which can be predicted by the well-trained ML model. Table-S5_18O: Data for fig. 7c in the manuscript. Table-S6_Andesitic rocks: Data for fig. 5c in the manuscript. Table-S7_Basaltic rocks: Data for fig. 5d in the manuscript. 2.Code Code-S1 for using Table S1 and S3. Code-S2 for using Table S2, S3 and S4. Code-S3 for the Sr/Y plot in fig. 7a. If you have any questions, please contact me.