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Title
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Global Soil Temperature code and data
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Author
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Institution/Organisation
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SoilTemp consortium
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Abstract
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| 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 |
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Language
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English
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Publication
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Zenodo
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2021
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DOI
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10.5281/ZENODO.4558662
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Volume/pages
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Full text (Publisher's DOI)
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