How-To Guides¶
Task-oriented recipes for common Rasteret workflows. Each guide focuses on a single task and assumes you have Rasteret installed. Parquet and non-STAC workflows come first, followed by ML training, then collection management and advanced configuration.
| Guide | Description |
|---|---|
| Build from Parquet | Build a Collection from any Parquet with GeoTIFF URLs (Source Cooperative, STAC GeoParquet, custom catalogs) |
| AEF Embeddings | Read AlphaEarth Foundation 64-band embeddings (built-in catalog dataset) |
| Enriched Parquet Workflows | Add AOIs, splits, labels; query with DuckDB or PyArrow |
| ML Training with Splits | Train/val/test splits with TorchGeo integration |
| Multi-Dataset Training | Combine Collections with TorchGeo & / | operators or xarray merge |
| Collection Management | Build, persist, discover, filter, and share collections |
| Dataset Catalog | Browse built-ins, register locals, and build by ID |
| Custom Cloud Provider | Multi-cloud auth, credential providers, custom storage configs |