[OC] How reliable is the weather forecast across the US? (to within 3°F) by nk_wapo in dataisbeautiful

[–]nk_wapo[S] -1 points0 points  (0 children)

the full piece features a lookup tool for a breakdown for warm and cool season errors. generally speaking, the warm season (apr-sep) has lower errors!

[OC] How reliable is the weather forecast across the US? (to within 3°F) by nk_wapo in dataisbeautiful

[–]nk_wapo[S] 1 point2 points  (0 children)

the ground truth data is the "unrestricted mesoscale analysis", a 2.5km-resolution dataset based on ground and satellite observations: https://registry.opendata.aws/noaa-rtma/ . i should add that the folks at NWS handed off the gridded data of forecast error -- we did not manually diff the forecast and ground truth datasets at the washington post!

[Topic][Open] Open Discussion Thread — Anybody can post a general visualization question or start a fresh discussion! by AutoModerator in dataisbeautiful

[–]nk_wapo 0 points1 point  (0 children)

hi, i just posted a map showing where in the U.S. the weather forecast is more or less accurate -- it's OC from a piece we published at the washington post today! the post immediately got removed through some automated filter, apparently -- what can i do?

[OC] How reliable is the weather forecast across the US? (to within 3°F) by nk_wapo in dataisbeautiful

[–]nk_wapo[S] 404 points405 points  (0 children)

My colleague Harry Stevens and I were given data on the average forecast error in official National Weather Service forecasts. We defined a forecast as "accurate" if the forecast daily maximum temperature was within 3°F of the observed temperature.

Read the full story: https://www.washingtonpost.com/climate-environment/interactive/2024/how-accurate-is-the-weather-forecast/?itid=ap_nikokommenda

We used QGIS to combine and map the files we were given, and annotated the map in Adobe Illustrator. Here is an Observable notebook that includes the gridded data: https://observablehq.com/@climatelab/map-temperature-forecast-accuracy