Global Soil Temperature code and data

This collection contains all code and data to reproduce the soil offset maps and soil bioclimatic variable, and uncertainty analyses The following files are available: 20201215_SoilT_monthtlyVals_Sampled_gapfilled.csv: temperature logger locations with sampled covariate data 20201215_SoilTemp_monthly_cleaned.csv: observations 20200422_soilT_data_processing.R: to process and combine the above two csv files 20201215_soilT_pipeline.py: mapping pipeline 20201215_PCA_ConvexHull_IntExt.ipynb: spatial assessment of interpolation vs. extrapolation 20210118_spatial_leave_one_out.py: spatial leave-one-out cross-validation analysis 202101018_soilT_part_dep_plots.R: partial dependence plots 20210126_Bioclim_calcs_0_5cm.js: bioclimatic variable calculations at 0-5cm 20210126_Bioclim_calcs_5_15cm.js: bioclimatic variable calculations at 5-15cm 20210224_Fig1_FigS1_FigS4.R: to analyze the yearly mean data 20210224_SoilTemp_Annual.txt: yearly observations