# Meteorologist Lee Ringer breaks down how weather models work Page: https://stenobird.com/podcast/tying-it-together-with-tim-boyum-18822/meteorologist-lee-ringer-breaks-down-how-weather-models-work Text version: https://stenobird.com/podcast/tying-it-together-with-tim-boyum-18822/meteorologist-lee-ringer-breaks-down-how-weather-models-work.md Podcast: [Tying It Together with Tim Boyum](https://stenobird.com/podcast/tying-it-together-with-tim-boyum-18822) Published: 2026-01-28T06:00:00+00:00 Episode link: https://spectrumlocalnews.com/nc/charlotte/politics/tying-it-together-with-tim-boyum Audio file: https://traffic.libsyn.com/secure/tyingittogether/LEE_RINGER_AUDIO_POD.mp3?dest-id=1462670 Processing state: not_requested JSON: https://stenobird.com/v1/public/podcasts/tying-it-together-with-tim-boyum-18822/episodes/meteorologist-lee-ringer-breaks-down-how-weather-models-work Duration seconds: 2128 ## Resource Spectrum News meteorologist Lee Ringer joins Tim to talk in depth about the modeling meteorologists use to try and predict the weather. This recent winter weather showed the delicate nature when some people shared early models with significant snow, but days later the forecast completely changed and disappointed snow lovers. ## Actions - request_transcript: `POST https://stenobird.com/v1/public/podcasts/tying-it-together-with-tim-boyum-18822/episodes/meteorologist-lee-ringer-breaks-down-how-weather-models-work/transcription-requests` — Idempotently request low-priority transcript generation for this episode. - read_markdown: `GET https://stenobird.com/podcast/tying-it-together-with-tim-boyum-18822/meteorologist-lee-ringer-breaks-down-how-weather-models-work.md` — Read the agent-friendly Markdown representation of this episode resource. A page view does not enqueue transcription. Agents should invoke `request_transcript` explicitly when they need this episode processed. ## Transcript Full transcripts are not published on public pages unless there is a clear rights basis.