Extend skew-T plot to cover the full troposphere
Historical contacts showed a skew-T log-P diagram that stopped at 700 mb
because HrrrClient and Era5Client only fetched pressure-level data down
to the top of the boundary layer. The chart canvas already ran up to
100 mb, so the trace clipped mid-atmosphere.
Two complementary fixes:
1. Extend @pressure_levels in HrrrClient and Era5Client with
650/600/550/500/450/400/350/300/250/200/150/100 mb so new fetches
cover the full troposphere + lower stratosphere.
2. Prefer the native hybrid-sigma profile for the contact-detail
skew-T when one has been backfilled for the contact's hour. The
native profile already stores all 50 hybrid levels up to ~19 km,
so historical contacts covered by the native backfill get a full
trace without re-hitting S3. A new HrrrNativeProfile.to_skew_t_profile/1
converts the parallel arrays into the %{"pres","tmpc","dwpc","hght"}
list shape the renderer expects, deriving dewpoint from SPFH via the
Magnus inverse. Weather.find_nearest_native_profile/3 mirrors
find_nearest_hrrr/3 for the lookup.
This commit is contained in:
parent
9f5b427116
commit
30c1018400
10 changed files with 342 additions and 7 deletions
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@ -7,6 +7,7 @@ defmodule Microwaveprop.Weather do
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alias Microwaveprop.Repo
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alias Microwaveprop.Weather.Era5Profile
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alias Microwaveprop.Weather.GridCache
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alias Microwaveprop.Weather.HrrrNativeProfile
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alias Microwaveprop.Weather.HrrrProfile
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alias Microwaveprop.Weather.IemClient
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alias Microwaveprop.Weather.IemreObservation
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@ -782,6 +783,37 @@ defmodule Microwaveprop.Weather do
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|> Enum.reject(&is_nil/1)
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end
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@spec find_nearest_native_profile(float(), float(), DateTime.t()) ::
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HrrrNativeProfile.t() | nil
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def find_nearest_native_profile(lat, lon, timestamp) do
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dlat = 0.07
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dlon = 0.07
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time_start = DateTime.add(timestamp, -3600, :second)
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time_end = DateTime.add(timestamp, 3600, :second)
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HrrrNativeProfile
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|> where(
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[n],
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n.lat >= ^(lat - dlat) and n.lat <= ^(lat + dlat) and
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n.lon >= ^(lon - dlon) and n.lon <= ^(lon + dlon) and
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n.valid_time >= ^time_start and n.valid_time <= ^time_end
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)
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|> order_by([n],
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asc:
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fragment(
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"ABS(? - ?) + ABS(? - ?) + ABS(EXTRACT(EPOCH FROM ? - ?))",
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n.lat,
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^lat,
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n.lon,
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^lon,
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n.valid_time,
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^timestamp
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)
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)
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|> limit(1)
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|> Repo.one()
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end
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@doc """
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Find the best available atmospheric profile for a contact.
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Tries HRRR first (3 km, hourly), falls back to ERA5 (0.25°, hourly).
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@ -21,7 +21,10 @@ defmodule Microwaveprop.Weather.Era5Client do
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# bounds the worker but still gives CDS enough room.
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@max_poll_attempts 720
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@pressure_levels ~w(1000 975 950 925 900 875 850 825 800 775 750 725 700)
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@pressure_levels ~w(
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1000 975 950 925 900 875 850 825 800 775 750 725 700
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650 600 550 500 450 400 350 300 250 200 150 100
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)
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@single_level_vars ~w(
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2m_temperature
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@ -12,7 +12,9 @@ defmodule Microwaveprop.Weather.HrrrClient do
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defp hrrr_base, do: Application.get_env(:microwaveprop, :hrrr_base_url, @hrrr_base_default)
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# Fine-grained levels below 900mb (~1km) for duct detection, plus standard upper levels.
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# Every 25mb from 1000-900 for ~80m vertical spacing near surface.
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# Every 25mb from 1000-900 for ~80m vertical spacing near surface. Above 700mb
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# the spacing loosens to 50/100mb — enough vertical resolution for the
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# contact-detail skew-T log-P plot without ballooning byte-range fetches.
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@pressure_levels [
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1000,
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975,
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@ -26,7 +28,19 @@ defmodule Microwaveprop.Weather.HrrrClient do
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775,
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750,
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725,
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700
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700,
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650,
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600,
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550,
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500,
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450,
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400,
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350,
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300,
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250,
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200,
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150,
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100
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]
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@surface_messages [
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@ -74,6 +74,50 @@ defmodule Microwaveprop.Weather.HrrrNativeProfile do
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|> unique_constraint([:lat, :lon, :valid_time])
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end
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@doc """
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Convert a native profile's parallel arrays into the list-of-maps
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shape the skew-T renderer expects (`%{"pres", "tmpc", "dwpc", "hght"}`).
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Dewpoint is derived from specific humidity, pressure, and temperature
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via the Magnus inverse so the chart gets a full-atmosphere trace even
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though the native file only carries SPFH. The result is sorted
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surface-first (descending pressure).
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"""
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@spec to_skew_t_profile(t()) :: [map()]
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def to_skew_t_profile(%__MODULE__{} = profile) do
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heights = profile.heights_m || []
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temps = profile.temp_k || []
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spfhs = profile.spfh || []
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pressures = profile.pressure_pa || []
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[heights, temps, spfhs, pressures]
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|> Enum.zip()
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|> Enum.flat_map(&level_to_skew_t/1)
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|> Enum.sort_by(& &1["pres"], :desc)
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end
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defp level_to_skew_t({h, t_k, q, p_pa}) when is_number(t_k) and is_number(p_pa) do
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p_hpa = p_pa / 100.0
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[
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%{
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"pres" => p_hpa,
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"tmpc" => t_k - 273.15,
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"dwpc" => dewpoint_c(q, p_pa),
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"hght" => h
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}
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]
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end
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defp level_to_skew_t(_), do: []
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defp dewpoint_c(q, p_pa) when is_number(q) and q > 0 and is_number(p_pa) do
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e_hpa = q * p_pa / (0.622 + 0.378 * q) / 100.0
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ln = :math.log(e_hpa / 6.112)
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243.5 * ln / (17.67 - ln)
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end
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defp dewpoint_c(_, _), do: nil
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# All level arrays must have the same length, matching level_count.
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defp validate_array_lengths(changeset) do
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level_count = get_field(changeset, :level_count)
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@ -10,6 +10,7 @@ defmodule MicrowavepropWeb.ContactLive.Show do
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alias Microwaveprop.Terrain.TerrainAnalysis
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alias Microwaveprop.Weather
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alias Microwaveprop.Weather.HrrrClient
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alias Microwaveprop.Weather.HrrrNativeProfile
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alias Microwaveprop.Workers.ContactWeatherEnqueueWorker
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alias Microwaveprop.Workers.Era5FetchWorker
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alias Microwaveprop.Workers.HrrrFetchWorker
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@ -42,6 +43,7 @@ defmodule MicrowavepropWeb.ContactLive.Show do
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solar: nil,
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hrrr: nil,
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hrrr_path: [],
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native_profile: nil,
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era5: nil,
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era5_path: [],
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iemre: nil,
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@ -88,10 +90,21 @@ defmodule MicrowavepropWeb.ContactLive.Show do
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|> start_async(:solar, fn -> load_solar(contact) end)
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|> start_async(:hrrr_path, fn -> Weather.hrrr_profiles_for_path(contact) end)
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|> start_async(:era5_path, fn -> Weather.era5_profiles_for_path(contact) end)
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|> start_async(:native_profile, fn -> load_native_profile(contact) end)
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|> start_async(:terrain, fn -> Terrain.get_terrain_profile(contact.id) end)
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|> start_async(:iemre, fn -> load_iemre(contact) end)
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end
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# The native HRRR profile gives the skew-T a full-atmosphere trace (50
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# hybrid levels up to ~19 km) for historical hours we've backfilled.
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# Falls back silently to nil when no native profile is on disk; the
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# chart then uses the pressure-level profile instead.
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defp load_native_profile(%{pos1: %{"lat" => lat, "lon" => lon}, qso_timestamp: ts}) do
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Weather.find_nearest_native_profile(lat, lon, ts)
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end
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defp load_native_profile(_), do: nil
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defp load_pending_edit(contact, socket) do
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case socket.assigns do
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%{current_scope: %{user: %{id: user_id}}} ->
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@ -341,8 +354,12 @@ defmodule MicrowavepropWeb.ContactLive.Show do
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{:noreply, assign(socket, :iemre, iemre)}
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end
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def handle_async(:native_profile, {:ok, native_profile}, socket) do
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{:noreply, assign(socket, :native_profile, native_profile)}
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end
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def handle_async(slot, {:exit, reason}, socket)
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when slot in [:weather, :solar, :hrrr_path, :era5_path, :terrain, :iemre] do
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when slot in [:weather, :solar, :hrrr_path, :era5_path, :native_profile, :terrain, :iemre] do
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Logger.warning("contact hydrate task #{slot} exited: #{inspect(reason)}")
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{:noreply, socket}
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end
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@ -1128,6 +1145,22 @@ defmodule MicrowavepropWeb.ContactLive.Show do
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@era5 -> "ERA5 (0.25°)"
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true -> nil
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end %>
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<% skew_t_levels =
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cond do
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@native_profile ->
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HrrrNativeProfile.to_skew_t_profile(@native_profile)
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profile && profile.profile ->
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profile.profile
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true ->
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[]
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end %>
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<% skew_t_source =
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cond do
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@native_profile -> "HRRR native (50 hybrid levels)"
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true -> profile_source
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end %>
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<%= if profile do %>
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<div class="mb-6 border border-base-300 rounded-lg">
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<button
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@ -1174,8 +1207,13 @@ defmodule MicrowavepropWeb.ContactLive.Show do
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<% end %>
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</div>
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</div>
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<%= if profile.profile && profile.profile != [] do %>
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<.skew_t_chart profile={profile.profile} />
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<%= if skew_t_levels != [] do %>
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<%= if @native_profile do %>
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<div class="text-xs text-base-content/70 mb-2">
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Skew-T source: <span class="font-semibold">{skew_t_source}</span>
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</div>
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<% end %>
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<.skew_t_chart profile={skew_t_levels} />
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<div class="overflow-x-auto mt-4">
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<table class="table table-xs table-zebra">
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<thead>
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@ -1187,7 +1225,7 @@ defmodule MicrowavepropWeb.ContactLive.Show do
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</tr>
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</thead>
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<tbody>
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<%= for level <- profile.profile do %>
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<%= for level <- skew_t_levels do %>
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<tr>
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<td>{format_number(level["pres"])}</td>
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<td>{format_number(level["hght"])}</td>
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@ -207,4 +207,19 @@ defmodule Microwaveprop.Weather.Era5ClientTest do
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refute File.exists?(path)
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end
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end
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describe "pressure_levels/0" do
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test "covers upper troposphere and lower stratosphere for the skew-T plot" do
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levels = Enum.map(Era5Client.pressure_levels(), &String.to_integer/1)
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# Boundary-layer resolution near the surface stays intact.
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assert 1000 in levels
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assert 700 in levels
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# Upper-air levels needed to fill out the skew-T above 700 mb.
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for level <- [500, 300, 200, 100] do
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assert level in levels, "expected #{level} mb in Era5Client.pressure_levels/0"
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end
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end
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end
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end
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@ -243,6 +243,40 @@ defmodule Microwaveprop.Weather.HrrrClientTest do
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result = HrrrClient.build_profile(parsed)
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assert length(result.profile) == 1
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end
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test "includes upper-air levels above 700 mb for the skew-T plot" do
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parsed = %{
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"TMP:700 mb" => 275.0,
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"DPT:700 mb" => 265.0,
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"HGT:700 mb" => 3100.0,
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"TMP:500 mb" => 253.0,
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"DPT:500 mb" => 238.0,
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"HGT:500 mb" => 5800.0,
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"TMP:300 mb" => 228.0,
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"DPT:300 mb" => 200.0,
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"HGT:300 mb" => 9400.0,
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"TMP:100 mb" => 205.0,
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"DPT:100 mb" => 180.0,
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"HGT:100 mb" => 16_300.0,
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"TMP:2 m above ground" => 299.0,
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"DPT:2 m above ground" => 292.0,
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"PRES:surface" => 101_350.0,
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"HPBL:surface" => 1500.0,
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"PWAT:entire atmosphere (considered as a single layer)" => 25.0
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}
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result = HrrrClient.build_profile(parsed)
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pressures = Enum.map(result.profile, & &1["pres"])
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assert 500.0 in pressures
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assert 300.0 in pressures
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assert 100.0 in pressures
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level_500 = Enum.find(result.profile, &(&1["pres"] == 500.0))
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assert_in_delta level_500["tmpc"], 253.0 - 273.15, 0.001
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assert_in_delta level_500["dwpc"], 238.0 - 273.15, 0.001
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assert level_500["hght"] == 5800.0
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end
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end
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describe "surface_messages/0" do
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@ -56,4 +56,56 @@ defmodule Microwaveprop.Weather.HrrrNativeProfileTest do
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assert "has already been taken" in errors_on(changeset).lat
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end
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end
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describe "to_skew_t_profile/1" do
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test "converts native parallel arrays into skew-T map list sorted surface-first" do
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profile = struct(HrrrNativeProfile, @valid_attrs)
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levels = HrrrNativeProfile.to_skew_t_profile(profile)
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assert length(levels) == 3
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# Ordered surface-first (descending pressure).
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pressures = Enum.map(levels, & &1["pres"])
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assert pressures == Enum.sort(pressures, :desc)
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[surface | _] = levels
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# pressure Pa → hPa
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assert_in_delta surface["pres"], 1010.0, 0.01
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# temperature K → °C
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assert_in_delta surface["tmpc"], 295.0 - 273.15, 0.01
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# geopotential height passes through
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assert surface["hght"] == 10.0
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# Dewpoint derived from SPFH + pressure + temperature via Magnus.
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# e = q*p/(0.622 + 0.378*q)/100 = 0.010*101000/0.62578/100 ≈ 16.140 hPa
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# td = 243.5*ln(e/6.112)/(17.67 − ln(e/6.112)) ≈ 14.16 °C
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assert_in_delta surface["dwpc"], 14.16, 0.1
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end
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test "returns empty list when arrays are nil or empty" do
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blank = %HrrrNativeProfile{
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heights_m: nil,
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temp_k: nil,
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spfh: nil,
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pressure_pa: nil
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}
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assert HrrrNativeProfile.to_skew_t_profile(blank) == []
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end
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test "drops levels with missing pressure or temperature" do
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attrs =
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@valid_attrs
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|> Map.put(:temp_k, [295.0, nil, 285.0])
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|> Map.put(:pressure_pa, [101_000.0, 99_800.0, nil])
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profile = struct(HrrrNativeProfile, attrs)
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levels = HrrrNativeProfile.to_skew_t_profile(profile)
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assert length(levels) == 1
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assert hd(levels)["hght"] == 10.0
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end
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end
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end
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@ -2,6 +2,7 @@ defmodule Microwaveprop.WeatherTest do
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use Microwaveprop.DataCase, async: true
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alias Microwaveprop.Weather
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alias Microwaveprop.Weather.HrrrNativeProfile
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alias Microwaveprop.Weather.HrrrProfile
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alias Microwaveprop.Weather.IemreObservation
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@ -687,6 +688,50 @@ defmodule Microwaveprop.WeatherTest do
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end
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end
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describe "find_nearest_native_profile/3" do
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@native_attrs %{
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valid_time: ~U[2026-03-28 18:00:00Z],
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run_time: ~U[2026-03-28 18:00:00Z],
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lat: 32.90,
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lon: -97.04,
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level_count: 2,
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heights_m: [10.0, 500.0],
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temp_k: [295.0, 285.0],
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spfh: [0.010, 0.004],
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pressure_pa: [101_000.0, 95_000.0],
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u_wind_ms: [2.0, 3.0],
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v_wind_ms: [1.0, 1.5],
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tke_m2s2: [0.5, 0.1]
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}
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test "returns nearest native profile within bounding box + time window" do
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{:ok, _} =
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%HrrrNativeProfile{}
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|> HrrrNativeProfile.changeset(@native_attrs)
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|> Microwaveprop.Repo.insert()
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profile = Weather.find_nearest_native_profile(32.91, -97.05, ~U[2026-03-28 18:20:00Z])
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assert profile
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assert profile.lat == 32.90
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assert profile.level_count == 2
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end
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test "returns nil when no native profile exists nearby" do
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assert Weather.find_nearest_native_profile(40.0, -80.0, ~U[2026-03-28 18:00:00Z]) == nil
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end
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test "returns nil when the nearest profile is outside the time window" do
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{:ok, _} =
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%HrrrNativeProfile{}
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|> HrrrNativeProfile.changeset(@native_attrs)
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|> Microwaveprop.Repo.insert()
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# 3+ hours away from the stored 18:00Z profile.
|
||||
assert Weather.find_nearest_native_profile(32.91, -97.05, ~U[2026-03-28 22:00:00Z]) ==
|
||||
nil
|
||||
end
|
||||
end
|
||||
|
||||
describe "iemre_for_contact/1" do
|
||||
test "returns IEMRE observation matching QSO pos1 and date" do
|
||||
Weather.upsert_iemre_observation(@iemre_attrs)
|
||||
|
|
|
|||
|
|
@ -6,6 +6,7 @@ defmodule MicrowavepropWeb.ContactLiveTest do
|
|||
alias Microwaveprop.Radio.Contact
|
||||
alias Microwaveprop.Repo
|
||||
alias Microwaveprop.Weather.Era5Profile
|
||||
alias Microwaveprop.Weather.HrrrNativeProfile
|
||||
|
||||
setup do
|
||||
Req.Test.stub(Microwaveprop.Terrain.ElevationClient, fn conn ->
|
||||
|
|
@ -191,5 +192,62 @@ defmodule MicrowavepropWeb.ContactLiveTest do
|
|||
assert html =~ "1200"
|
||||
assert html =~ "33.0"
|
||||
end
|
||||
|
||||
test "skew-T uses native HRRR profile when backfilled", %{conn: conn} do
|
||||
# Native backfill has reached this hour — use its full-atmosphere
|
||||
# profile for the skew-T instead of the 700 mb-capped pressure-level one.
|
||||
contact =
|
||||
create_contact(%{
|
||||
qso_timestamp: ~U[2024-06-15 18:00:00Z],
|
||||
pos1: %{"lat" => 32.9, "lon" => -97.0},
|
||||
pos2: %{"lat" => 30.3, "lon" => -97.7}
|
||||
})
|
||||
|
||||
# ERA5 row keeps the atmospheric profile section rendering with its
|
||||
# aggregate metadata (HPBL / PWAT / surface scalars).
|
||||
{:ok, _} =
|
||||
Repo.insert(%Era5Profile{
|
||||
valid_time: ~U[2024-06-15 18:00:00Z],
|
||||
lat: 32.9,
|
||||
lon: -97.0,
|
||||
profile: [%{"pres" => 850.0, "tmpc" => 15.0, "dwpc" => 10.0, "hght" => 1500.0}],
|
||||
surface_temp_c: 25.0,
|
||||
surface_dewpoint_c: 18.0,
|
||||
surface_pressure_mb: 1012.0,
|
||||
hpbl_m: 1200.0,
|
||||
pwat_mm: 30.0,
|
||||
surface_refractivity: 320.0,
|
||||
min_refractivity_gradient: -50.0,
|
||||
ducting_detected: false
|
||||
})
|
||||
|
||||
# Native profile at the same point/time. `pressure_pa: [..., 30_000.0]`
|
||||
# corresponds to 300 mb — a level the pressure-level profile cannot
|
||||
# cover because HRRR/ERA5 stopped at 700 mb historically.
|
||||
{:ok, _} =
|
||||
%HrrrNativeProfile{}
|
||||
|> HrrrNativeProfile.changeset(%{
|
||||
valid_time: ~U[2024-06-15 18:00:00Z],
|
||||
run_time: ~U[2024-06-15 18:00:00Z],
|
||||
lat: 32.9,
|
||||
lon: -97.0,
|
||||
level_count: 3,
|
||||
heights_m: [10.0, 1500.0, 9500.0],
|
||||
temp_k: [298.0, 288.0, 228.0],
|
||||
spfh: [0.012, 0.006, 0.0001],
|
||||
pressure_pa: [101_000.0, 85_000.0, 30_000.0],
|
||||
u_wind_ms: [2.0, 5.0, 20.0],
|
||||
v_wind_ms: [1.0, 2.0, 5.0],
|
||||
tke_m2s2: [0.5, 0.2, 0.05]
|
||||
})
|
||||
|> Repo.insert()
|
||||
|
||||
{:ok, lv, _html} = live(conn, ~p"/contacts/#{contact.id}")
|
||||
html = render_async(lv)
|
||||
|
||||
assert html =~ "HRRR native"
|
||||
# 300 mb comes from the native profile — pressure-level data capped at 700.
|
||||
assert html =~ "300.0"
|
||||
end
|
||||
end
|
||||
end
|
||||
|
|
|
|||
Loading…
Add table
Reference in a new issue