prop/priv/repo/migrations/20260328204648_create_weather_tables.exs
Graham McIntire 6489f08138
Add weather data schema, context, sounding params, and IEM ingestion
Store surface observations (ASOS) and upper-air soundings (RAOB) alongside
QSOs for atmospheric propagation correlation. Three new tables: weather_stations,
surface_observations, and soundings with JSONB profiles and pre-computed derived
parameters (refractivity, gradients, duct detection, stability indices).

Includes IEM API client for historical data import and import script seeded
with 95 ASOS + 9 sounding stations from PropCast coverage area.
2026-03-28 15:57:19 -05:00

66 lines
2.3 KiB
Elixir

defmodule Microwaveprop.Repo.Migrations.CreateWeatherTables do
use Ecto.Migration
def change do
create table(:weather_stations, primary_key: false) do
add :id, :binary_id, primary_key: true
add :station_code, :string, null: false
add :station_type, :string, null: false
add :wmo_number, :integer
add :name, :string, null: false
add :lat, :float, null: false
add :lon, :float, null: false
add :elevation_m, :float
add :state, :string
timestamps(type: :utc_datetime)
end
create unique_index(:weather_stations, [:station_code, :station_type])
create index(:weather_stations, [:lat, :lon])
create table(:surface_observations, primary_key: false) do
add :id, :binary_id, primary_key: true
add :station_id, references(:weather_stations, type: :binary_id), null: false
add :observed_at, :utc_datetime, null: false
add :temp_f, :float
add :dewpoint_f, :float
add :relative_humidity, :float
add :wind_speed_kts, :float
add :wind_direction_deg, :integer
add :sea_level_pressure_mb, :float
add :altimeter_setting, :float
add :sky_condition, :string
timestamps(type: :utc_datetime)
end
create unique_index(:surface_observations, [:station_id, :observed_at])
create index(:surface_observations, [:observed_at])
create table(:soundings, primary_key: false) do
add :id, :binary_id, primary_key: true
add :station_id, references(:weather_stations, type: :binary_id), null: false
add :observed_at, :utc_datetime, null: false
add :profile, :map, null: false
add :level_count, :integer, null: false
add :surface_pressure_mb, :float
add :surface_temp_c, :float
add :surface_dewpoint_c, :float
add :surface_refractivity, :float
add :min_refractivity_gradient, :float
add :boundary_layer_depth_m, :float
add :precipitable_water_mm, :float
add :k_index, :float
add :lifted_index, :float
add :ducting_detected, :boolean, null: false, default: false
add :duct_characteristics, :map
timestamps(type: :utc_datetime)
end
create unique_index(:soundings, [:station_id, :observed_at])
create index(:soundings, [:observed_at])
create index(:soundings, [:ducting_detected])
end
end