A research lab advancing how we access, understand, and act on data about our world.
A public, live-updating catalog of cloud-optimized weather datasets.
Operational skill scores for forecast models, scored against observations.
Every dataset in the dynamical.org catalog ships with an automated validation report. This note walks through what those reports check, why we chose those checks, and how they fit into the pipeline that runs each time a dataset updates. It is a living document — expect it to grow as the validation suite does.
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.
Global METAR surface observations, 1940–present, as cloud-native GeoParquet — ground truth for scoring forecasts against what actually happened.