Published February 24, 2021
| Version 1
Dataset
Open
Global Soil Temperature code and data
Creators
- Johan van den Hoogen1
- Jonas J. Lembrechts2
- Juha Aalto3
- Michael B. Ashcroft4
- Pieter De Frenne5
- Julia Kemppinen6
- Martin Kopecký7
- Miska Luoto8
- Ilya M. D. Maclean9
- Thomas Crowther1
- Joseph J. Bailey10
- Stef Haesen11
- David H. Klinges12
- Pekka Niittynen8
- Brett R. Scheffers12
- Koenraad Van Meerbeek11
- SoilTemp Consortium13
- Ivan Nijs2
- Jonathan Lenoir14
- 1. ETH Zürich
- 2. University of Antwerp
- 3. Finnish Meteorological Institute
- 4. University of Wollongong
- 5. Ghent University
- 6. University of Oulu
- 7. Institute of Botany of the Czech Academy of Sciences
- 8. University of Helsinki
- 9. University of Exeter
- 10. York St John University,
- 11. Katholieke Universiteit Leuven
- 12. University of Florida
- 13. SoilTemp Consortium
- 14. Université de Picardie Jules Verne
Description
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
Files
20201215_PCA_ConvexHull_IntExt.ipynb
Files
(137.1 MB)
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