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The map is next.

27.5 million H3 cells of gridded anomaly are already sitting in Postgres. What is missing is the route out of the VPC — the API runs as a Lambda inside it, because the database is not publicly reachable and should not be.

What lands here

  • A deck.gl H3HexagonLayer over a MapLibre basemap. grid_monthly maps onto the layer one-to-one, with no geometry conversion in between.
  • A month scrubber across the full record, and a resolution switch between H3 res 3 and 4 as you zoom.
  • Cell counts on hover. A cell backed by two stations is drawn as a cell backed by two stations, not as a confident value.

The scale it will use

Departure from each station’s own 1991–2020 average. Values beyond the ends of the scale clamp — they never wrap around to the opposite colour.
Read how the anomalies are computed →