A research lab advancing how we access, understand, and act on data about our world.

Research areas

Weather data product design

What makes a weather data product easy to use? What makes it reliable to build on?

Weather forecast evaluation

How do we evaluate which data product to use for a given decision?

Featured work

Data Product Catalog

A public, live-updating catalog of cloud-optimized weather datasets.

Project →

Scorecard

Operational skill scores for forecast models, scored against observations.

Project →

Weather forecast production pipelines and observability

Arrival monitoring for the weather sources we depend on: when to expect each model run, whether today's run is on time, and a signed webhook the moment data crosses a readiness boundary — live at status.dynamical.org.

Project →

Global Airport Observations (ASOS/AWOS)

Global METAR surface observations, 1940–present, as cloud-native GeoParquet — ground truth for scoring forecasts against what actually happened.

Project →
Go big or go home, baby! Scaling laws for AI weather models