dynamical.org

ds = dynamical_catalog.open("noaa-gefs-forecast-35-day")
(
    ds["temperature_2m"]
    .sel(init_time="2025-01-01T00")
    .sel(lead_time="7d")
    .sel(latitude=slice(70, 20), longitude=slice(0, 50))
    .quantile(0.25, dim="ensemble_member")
    .plot()
)

ds = dynamical_catalog.open("noaa-gefs-forecast-35-day")
(
    ds["temperature_2m"]
    .sel(init_time="2025-01-01T00")
    .sel(lead_time="7d")
    .sel(latitude=slice(70, 20), longitude=slice(0, 50))
    .quantile(0.25, dim="ensemble_member")
    .plot()
)

ds = dynamical_catalog.open("noaa-gefs-analysis")
ds["precipitation_surface"].sel(latitude=47.9, longitude=106.9, method="nearest").plot()

ds = dynamical_catalog.open("noaa-gefs-analysis")
ds["precipitation_surface"] \
  .sel(latitude=47.9, longitude=106.9, method="nearest") \
  .plot()