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13 templates · 1 blank slate

Pick a domain. Bring your data. Run the pipeline.

Each template ships with a vetted DAG, variable registry, physics constraints, and an example dataset. Fork it, modify it, or start blank — the pipeline doesn't care.

climate · urban

UHI

Urban Heat Island

Quantify and project urban heat anomalies. Inputs: LST rasters, canopy %, impervious %, building height, wind. Outputs: AAT_z scenarios, intervention rasters.

variables
24
example
included · uhi_demo.gpkg
license
AGPL · attribution required
Fork UHI →See the pipeline
bring your own

What if your domain isn't here?

01

Start blank.

The Blank template is a project skeleton — project.yml, an empty DAG, an empty variable registry. Add your variables, propose your edges, run.

02

Fork the closest.

Geotech for ground stability? Hydrology for surface water? Most domains share more structure than you'd think. Fork the nearest and rewrite.

03

Submit one upstream.

If you build a template you'd like others to use, the SPARC pipeline accepts community templates via PR. Bring data, a DAG, and a citation.