teaching
Materials for courses and workshops I taught.
Courses
Spatial Pedology and Geomorphology
Master’s-level course introducing digital soil mapping workflows and machine-learning methods for spatial prediction of soil properties.
Statistics
Bachelor’s-level introduction to statistical concepts and methods, combining theory with hands-on implementation in R for geoscience applications.
Fundamentals of Soil Science
Bachelor’s-level introduction to soil science, covering core concepts in soil physics, chemistry, biology, classification, and laboratory measurement of key soil properties.
Soil Genesis and Classification
Master’s-level course on pedogenesis and modern soil classification systems (WRB and USDA), combining theory with field-based soil profile description and classification.
Workshops
Workshop: Digital Soil Mapping with R
Hands-on workshop covering end-to-end Digital Soil Mapping (DSM) workflows in R, from data preprocessing and covariate derivation to machine learning, geostatistics, and map production.
Workshop: Spatial Data Analysis in R
Hands-on workshop on spatial data analysis in R, covering R fundamentals, tidy workflows, visualization, core spatial data handling, and an applied introduction to machine learning.