private beta · 2 active domains · more on the roadmap

Built for any spatial domain.

SPARC is a general-purpose causal pipeline for spatial science. We're currently validating it on Urban Heat Island and ForceSMIP with our beta partners — and expanding to new domains as physics integrations land. The list below is where we're heading; tell us where you want it to go next.

climate · urban
active in beta

UHI

Urban Heat Island

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

physics
Surface energy balance Rn = H + LE + G; heat diffusion ρc ∂T/∂t = ∇·(k∇T) + S
bring your own

What if your domain isn't here?

01

Start from a blank slate.

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

02

Adapt the closest domain.

Geotech for ground stability? Hydrology for surface water? Most spatial domains share more structure than they look — we'll help you adapt the nearest one.

03

Co-develop with us.

Propose a domain. If it fits the roadmap we'll integrate the physics with you, then publish it as a first-class SPARC domain.