Application Tutorials

Use this catalog to choose an application-oriented EnMAP-Box workflow. The tutorials range from introductory examples with prepared data to specialized applications for machine learning, geology, ocean colour, soil mapping, vegetation analysis, atmospheric preprocessing, and HPC processing.

Select a tutorial by topic, method, or processing environment. Internal links open tutorials in this documentation; external links point to companion tutorials maintained by the corresponding application teams.

Tutorial Catalog

No.	Tutorial	Focus	Best for
1	Regression-based unmixing of urban land cover	Estimate urban land-cover fractions from hyperspectral imagery using spectral libraries and regression-based unmixing.	Urban mapping, mixed pixels
2	Regression-based mapping of forest aboveground biomass	Build forest aboveground biomass maps from imaging spectroscopy data and reference observations.	Forest biomass modelling
3	Ocean Colour analysis with ONNS	Use the OLCI Neural Network Swarm workflow to retrieve water quality parameters from ocean colour data.	Coastal and inland waters
4	EnGeoMAP 3.2 Manual	Classify geological surface materials from hyperspectral data with user-defined endmembers and colour schemes.	Mineral mapping
5	EnSoMap tutorial	Generate and validate topsoil property maps from hyperspectral imagery.	Soil property mapping
6	Spectral Libraries: An Introduction	Learn how to load, inspect, edit, and use spectral libraries in EnMAP-Box.	First spectral library workflows
7	EnMAP-Box in HPC environments / SLURM	Install and run QGIS, EnMAP-Box processing algorithms, and SLURM jobs on a command-line HPC system.	Batch processing, HPC users
8	SpecDeepMap semantic segmentation tutorial	Train and apply deep-learning segmentation models for spectral imagery.	Spatial-spectral pixel classification
9	Manual Retrieval of Vegetation Variables using IVVRM	Retrieve vegetation variables with the IVVRM application workflow.	Vegetation variables
10	SIO and DASF for N Estimation	Estimate nitrogen using SIO and DASF workflows from companion EnMAP-Box tools.	Nitrogen estimation
11	EnPT tutorial	Run EnMAP Processing Tool workflows for EnMAP data preparation and preprocessing.	EnMAP preprocessing