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Update Spatial_Temporal evolution of the Paleo Crustal Thickness.ipynb
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jianping-geoman authored Sep 28, 2024
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"plt.rcParams['font.family'] = 'Times New Roman'\n",
"\n",
"# Read the CSV dataset\n",
"df = pd.read_csv(\"/Users/jianpingzhou/work/Papers/Ongoing/Appendix/workflow/JP_crustal_thickness_prediction/dataset/output/Appendix Table 2-test2_export_Lhasa_With Georoc.csv\")\n",
"df = pd.read_csv(\"data/Training data with locations and citations/Table S3.csv\")\n",
"\n",
"# Group by Age, Latitude, and Longitude and calculate median and standard deviation of crustal thickness\n",
"grouped = df.groupby(['Age', 'Lat', 'Lon'])['Predicted_Crustal_Thickness'].agg(['median', 'std']).reset_index()\n",
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