Notebooks

scripts and notebooks created in the development process

Major Scripts

WoSIS Soil Data Selector: wosis-data-selector.ipynb
WoSIS Unfiltered Soil Data Selector: wosis-dataselector.ipynb
WoSIS Soil Data Pre-processor with depth analysis: wosis-preprocessor.ipynb
Model training for orgc or tceq dataset for g/kg units: soil-model-training-gkg.ipynb
Model training for orgc or tceq dataset for t/ha units: soil-model-training-tha.ipynb
R script to generate standard depths: ea_spline_generator.R
Depth standardisation data after files generated from ithir package in R: soil-depth-standardization.ipynb
Model Validation and Prediction for selected model" model-validation.ipynb

Name		Name	Last commit message	Last commit date
Latest commit History 33 Commits
analysis		analysis
lib		lib
scripts		scripts
.gitignore		.gitignore
README.md		README.md
deep-learning-model-v2.ipynb		deep-learning-model-v2.ipynb
deep-learning-model-v3.ipynb		deep-learning-model-v3.ipynb
deep-learning-model.ipynb		deep-learning-model.ipynb
mexico-soil-modeling.ipynb		mexico-soil-modeling.ipynb
model-validation.ipynb		model-validation.ipynb
modeling-soil-features.ipynb		modeling-soil-features.ipynb
neo4j-cypher.ipynb		neo4j-cypher.ipynb
neo4j.ipynb		neo4j.ipynb
soil-dataset-generator.ipynb		soil-dataset-generator.ipynb
soil-depth-spline-standardization.ipynb		soil-depth-spline-standardization.ipynb
soil-depth-standardization.ipynb		soil-depth-standardization.ipynb
soil-model-training-gkg.ipynb		soil-model-training-gkg.ipynb
soil-model-training-tha.ipynb		soil-model-training-tha.ipynb
soil-model-transferability.ipynb		soil-model-transferability.ipynb
soil-model.ipynb		soil-model.ipynb
soil_dataset.rdf		soil_dataset.rdf
validate-tha-model.ipynb		validate-tha-model.ipynb
wosis-add-cfr.ipynb		wosis-add-cfr.ipynb
wosis-data-selector.ipynb		wosis-data-selector.ipynb
wosis-data-viz.ipynb		wosis-data-viz.ipynb
wosis-dataselector.ipynb		wosis-dataselector.ipynb
wosis-preprocessor.ipynb		wosis-preprocessor.ipynb