Advanced Topics

These tutorials examine several advanced topics. They include:

Raster Properties

Examines Raster metadata and data properties in greater detail.

Raster Factories

Examines methods to create Raster objects from various data sources.

Spatial Metadata

Introduces the BoundingBox and Transform classes, which are used to manage geospatial raster metadata

RasterMetadata Class

Introduces the RasterMetadata class, which manages raster metadata without loading data values into memory

Parallelizing Basins

Demonstrates how to locate outlet basins in parallel using multiple CPUs

Parameter Sweeps

Demonstrates how to run assessment models using multiple values of model parameters.

Note

The linked pages hold pre-run tutorials that don’t require any setup. However, we recommend running the tutorials as Jupyter notebooks when possible, as this will allow you to interact with pfdf code directly. You can find setup instructions here: Tutorial Setup