Parameters
The data that is provided via wetterdienst and its implemented services comes in all kinds of different shapes. All
parameters are summarized in a core Parameter enumeration and parameter enumerations of all weather services are
tested against it so that newly added parameters will be sorted and carefully added to the existing collection. The core
Parameter enumeration can be used for requests as well, as internally the requested parameter is always translated
to the provider specific parameter enumeration.
Import the provider specific metadata model like:
from wetterdienst.provider.dwd.observation import DwdObservationMetadata
# print resolutions, datasets and parameters
for resolution in DwdObservationMetadata:
print(f"{2 * "\t"}{resolution.name}", "\n")
for dataset in resolution:
print(f"{3 * "\t"}{dataset.name}", "\n")
for parameter in dataset:
print(f"{4 * "\t"}{parameter.name}", "\n")
1_minute
precipitation
precipitation_height
precipitation_height_droplet
precipitation_height_rocker
precipitation_index
5_minutes
precipitation
precipitation_index
precipitation_height
precipitation_height_droplet
precipitation_height_rocker
10_minutes
precipitation
precipitation_duration
precipitation_height
precipitation_index
solar
radiation_sky_short_wave_diffuse
radiation_global
sunshine_duration
radiation_sky_long_wave
temperature_air
pressure_air_site
temperature_air_mean_2m
temperature_air_mean_0_05m
humidity
temperature_dew_point_mean_2m
temperature_extreme
temperature_air_max_2m
temperature_air_max_0_05m
temperature_air_min_2m
temperature_air_min_0_05m
wind
wind_speed
wind_direction
wind_extreme
wind_gust_max
wind_speed_min
wind_speed_rolling_mean_max
wind_direction_gust_max
hourly
cloud_type
cloud_cover_total
cloud_cover_total_index
cloud_type_layer1
cloud_type_layer1_abbreviation
cloud_height_layer1
cloud_cover_layer1
cloud_type_layer2
cloud_type_layer2_abbreviation
cloud_height_layer2
cloud_cover_layer2
cloud_type_layer3
cloud_type_layer3_abbreviation
cloud_height_layer3
cloud_cover_layer3
cloud_type_layer4
cloud_type_layer4_abbreviation
cloud_height_layer4
cloud_cover_layer4
cloudiness
cloud_cover_total_index
cloud_cover_total
dew_point
temperature_air_mean_2m
temperature_dew_point_mean_2m
moisture
humidity_absolute
pressure_vapor
temperature_wet_mean_2m
pressure_air_site
temperature_air_mean_2m
humidity
temperature_dew_point_mean_2m
precipitation
precipitation_height
precipitation_index
precipitation_form
pressure
pressure_air_sea_level
pressure_air_site
solar
end_of_interval
radiation_sky_long_wave
radiation_sky_short_wave_diffuse
radiation_global
sunshine_duration
sun_zenith_angle
true_local_time
sun
sunshine_duration
temperature_air
temperature_air_mean_2m
humidity
temperature_soil
temperature_soil_mean_0_02m
temperature_soil_mean_0_05m
temperature_soil_mean_0_1m
temperature_soil_mean_0_2m
temperature_soil_mean_0_5m
temperature_soil_mean_1m
visibility
visibility_range_index
visibility_range
weather_phenomena
weather
weather_text
wind
wind_speed
wind_direction
wind_extreme
wind_gust_max
wind_synoptic
wind_speed
wind_direction
urban_precipitation
precipitation_height
urban_pressure
pressure_air_sea_level
pressure_air_site
urban_sun
sunshine_duration
urban_temperature_air
temperature_air_mean_2m
humidity
urban_temperature_soil
temperature_soil_mean_0_05m
temperature_soil_mean_0_1m
temperature_soil_mean_0_2m
temperature_soil_mean_0_5m
temperature_soil_mean_1m
urban_wind
wind_speed
wind_direction
subdaily
cloudiness
cloud_cover_total
cloud_density
moisture
pressure_vapor
temperature_air_mean_0_05m
temperature_air_mean_2m
humidity
pressure
pressure_air_site
soil
temperature_soil_mean_0_05m
temperature_air
temperature_air_mean_2m
humidity
visibility
visibility_range
wind
wind_direction
wind_force_beaufort
wind_extreme
wind_gust_max_last_3h
wind_gust_max_last_6h
daily
climate_summary
wind_gust_max
wind_speed
precipitation_height
precipitation_form
sunshine_duration
snow_depth
cloud_cover_total
pressure_vapor
pressure_air_site
temperature_air_mean_2m
humidity
temperature_air_max_2m
temperature_air_min_2m
temperature_air_min_0_05m
precipitation_more
precipitation_height
precipitation_form
snow_depth
snow_depth_new
solar
radiation_sky_long_wave
radiation_sky_short_wave_diffuse
radiation_global
sunshine_duration
temperature_soil
temperature_soil_mean_0_02m
temperature_soil_mean_0_05m
temperature_soil_mean_0_1m
temperature_soil_mean_0_2m
temperature_soil_mean_0_5m
temperature_soil_mean_1m
water_equivalent
snow_depth_excelled
snow_depth
water_equivalent_snow_depth
water_equivalent_snow_depth_excelled
weather_phenomena
count_weather_type_fog
count_weather_type_thunder
count_weather_type_storm_strong_wind
count_weather_type_storm_stormier_wind
count_weather_type_dew
count_weather_type_glaze
count_weather_type_ripe
count_weather_type_sleet
count_weather_type_hail
weather_phenomena_more
count_weather_type_sleet
count_weather_type_hail
count_weather_type_fog
count_weather_type_thunder
monthly
climate_summary
cloud_cover_total
temperature_air_mean_2m
temperature_air_max_2m_mean
temperature_air_min_2m_mean
sunshine_duration
wind_force_beaufort
temperature_air_max_2m
wind_gust_max
temperature_air_min_2m
precipitation_height
precipitation_height_max
precipitation_more
snow_depth_new
precipitation_height
snow_depth
precipitation_height_max
weather_phenomena
count_weather_type_storm_strong_wind
count_weather_type_storm_stormier_wind
count_weather_type_thunder
count_weather_type_glaze
count_weather_type_sleet
count_weather_type_hail
count_weather_type_fog
count_weather_type_dew
annual
climate_summary
cloud_cover_total
temperature_air_mean_2m
temperature_air_max_2m_mean
temperature_air_min_2m_mean
sunshine_duration
wind_force_beaufort
temperature_air_max_2m
wind_gust_max
temperature_air_min_2m
precipitation_height
precipitation_height_max
precipitation_more
snow_depth_new
precipitation_height
snow_depth
precipitation_height_max
weather_phenomena
count_weather_type_storm_strong_wind
count_weather_type_storm_stormier_wind
count_weather_type_thunder
count_weather_type_glaze
count_weather_type_sleet
count_weather_type_hail
count_weather_type_fog
count_weather_type_dew
The amount of distinct parameters and a list of the parameter names:
Number of parameters: 450
cloud_cover_total
cloud_cover_total_midnight_to_midnight
cloud_cover_total_midnight_to_midnight_manual
cloud_cover_total_sunrise_to_sunset
cloud_cover_total_sunrise_to_sunset_manual
cloud_cover_effective
cloud_cover_layer1
cloud_cover_layer2
cloud_cover_layer3
cloud_cover_layer4
cloud_cover_below_500ft
cloud_cover_below_1000ft
cloud_cover_between_2km_to_7km
cloud_cover_below_7km
cloud_cover_above_7km
cloud_density
cloud_type_layer1
cloud_type_layer2
cloud_type_layer3
cloud_type_layer4
cloud_cover_total_index
cloud_height_layer1
cloud_height_layer2
cloud_height_layer3
cloud_height_layer4
cloud_base_convective
cloud_type_layer1_abbreviation
cloud_type_layer2_abbreviation
cloud_type_layer3_abbreviation
cloud_type_layer4_abbreviation
evapotranspiration_potential_last_24h
evaporation_height
evaporation_height_multiday
count_days_multiday_evaporation
probability_fog_last_1h
probability_fog_last_6h
probability_fog_last_12h
probability_fog_last_24h
humidity
humidity_absolute
humidex
thickness_of_ice_on_water
precipitation_height
precipitation_height_day
precipitation_height_night
precipitation_height_liquid
precipitation_height_droplet
precipitation_height_rocker
precipitation_height_last_1h
precipitation_height_last_3h
precipitation_height_last_6h
precipitation_height_last_9h
precipitation_height_last_12h
precipitation_height_last_15h
precipitation_height_last_18h
precipitation_height_last_21h
precipitation_height_last_24h
precipitation_height_multiday
precipitation_height_significant_weather_last_1h
precipitation_height_significant_weather_last_3h
precipitation_height_significant_weather_last_6h
precipitation_height_significant_weather_last_12h
precipitation_height_significant_weather_last_24h
precipitation_height_liquid_significant_weather_last_1h
precipitation_height_max
precipitation_height_liquid_max
precipitation_form
precipitation_index
precipitation_duration
probability_precipitation_height_gt_0_0mm_last_6h
probability_precipitation_height_gt_0_0mm_last_12h
probability_precipitation_height_gt_0_0mm_last_24h
probability_precipitation_height_gt_0_1mm_last_1h
probability_precipitation_height_gt_0_2mm_last_1h
probability_precipitation_height_gt_0_2mm_last_6h
probability_precipitation_height_gt_0_2mm_last_12h
probability_precipitation_height_gt_0_2mm_last_24h
probability_precipitation_height_gt_0_3mm_last_1h
probability_precipitation_height_gt_0_5mm_last_1h
probability_precipitation_height_gt_0_7mm_last_1h
probability_precipitation_height_gt_1mm_last_1h
probability_precipitation_height_gt_1mm_last_6h
probability_precipitation_height_gt_1mm_last_12h
probability_precipitation_height_gt_1mm_last_24h
probability_precipitation_height_gt_2mm_last_1h
probability_precipitation_height_gt_3mm_last_1h
probability_precipitation_height_gt_5mm_last_1h
probability_precipitation_height_gt_5mm_last_6h
probability_precipitation_height_gt_5mm_last_12h
probability_precipitation_height_gt_5mm_last_24h
probability_precipitation_height_gt_10mm_last_1h
probability_precipitation_height_gt_15mm_last_1h
probability_precipitation_height_gt_25mm_last_1h
probability_precipitation_last_1h
probability_precipitation_last_6h
probability_precipitation_last_12h
probability_precipitation_last_24h
probability_drizzle_last_1h
probability_drizzle_last_6h
probability_drizzle_last_12h
probability_precipitation_stratiform_last_1h
probability_precipitation_stratiform_last_6h
probability_precipitation_stratiform_last_12h
probability_precipitation_convective_last_1h
probability_precipitation_convective_last_6h
probability_precipitation_convective_last_12h
probability_precipitation_liquid_last_1h
probability_precipitation_liquid_last_6h
probability_precipitation_liquid_last_12h
probability_precipitation_solid_last_1h
probability_precipitation_solid_last_6h
probability_precipitation_solid_last_12h
probability_precipitation_freezing_last_1h
probability_precipitation_freezing_last_6h
probability_precipitation_freezing_last_12h
precipitation_frequency
count_days_multiday_precipitation
count_days_multiday_precipitation_height_gt_0mm
pressure_air_site
pressure_air_site_delta_last_3h
pressure_air_site_max
pressure_air_site_min
pressure_air_site_reduced
pressure_air_sea_level
pressure_vapor
error_absolute_pressure_air_site
radiation_sky_short_wave_diffuse
radiation_sky_short_wave_direct
radiation_global
radiation_global_last_3h
radiation_sky_long_wave
radiation_sky_long_wave_last_3h
probability_radiation_global_last_1h
snow_depth
snow_depth_new
snow_depth_excelled
snow_depth_new_multiday
snow_depth_manual
snow_depth_new_max
snow_depth_max
count_days_multiday_snow_depth
frozen_ground_layer_base
frozen_ground_layer_top
frozen_ground_layer_thickness
sunshine_duration
sunshine_duration_last_3h
sunshine_duration_yesterday
sun_zenith_angle
probability_sunshine_duration_relative_gt_0pct_last_24h
probability_sunshine_duration_relative_gt_30pct_last_24h
probability_sunshine_duration_relative_gt_60pct_last_24h
sunshine_duration_relative
sunshine_duration_relative_last_24h
true_local_time
end_of_interval
difference_river_gauge_height
temperature_air_2m
temperature_air_mean_0_05m
temperature_air_mean_2m
temperature_air_mean_2m_last_24h
temperature_air_max_2m_last_24h
temperature_air_min_2m_last_24h
temperature_air_max_2m_mean
temperature_air_min_2m_mean
temperature_dew_point_mean_2m
temperature_wind_chill
temperature_soil_mean_0_02m
temperature_soil_mean_0_05m
temperature_soil_mean_0_1m
temperature_soil_mean_0_2m
temperature_soil_mean_0_5m
temperature_soil_mean_1m
temperature_soil_mean_2m
temperature_wet_mean_2m
temperature_air_max_2m
temperature_air_max_0_05m
temperature_air_min_2m
temperature_air_min_0_05m
temperature_air_min_0_05m_last_12h
temperature_air_min_2m_multiday
temperature_air_max_2m_multiday
temperature_water_evaporation_pan_min
temperature_water_evaporation_pan_max
temperature_concrete_min_0m
temperature_concrete_mean_0m
temperature_concrete_max_0m
temperature_soil_min_0_1m
temperature_soil_min_0_2m
temperature_soil_min_0_5m
temperature_soil_min_1m
temperature_soil_min_2m
temperature_soil_max_0_1m
temperature_soil_max_0_2m
temperature_soil_max_0_5m
temperature_soil_max_1m
temperature_soil_max_2m
temperature_soil_min_unknown_0_05m
temperature_soil_min_unknown_0_1m
temperature_soil_min_unknown_0_2m
temperature_soil_min_unknown_0_5m
temperature_soil_min_unknown_1m
temperature_soil_min_unknown_1_5m
temperature_soil_min_unknown_1_8m
temperature_soil_max_unknown_0_05m
temperature_soil_max_unknown_0_1m
temperature_soil_max_unknown_0_2m
temperature_soil_max_unknown_0_5m
temperature_soil_max_unknown_1m
temperature_soil_max_unknown_1_5m
temperature_soil_max_unknown_1_8m
temperature_soil_min_grass_0_05m
temperature_soil_min_grass_0_1m
temperature_soil_min_grass_0_2m
temperature_soil_min_grass_0_5m
temperature_soil_min_grass_1m
temperature_soil_min_grass_1_5m
temperature_soil_min_grass_1_8m
temperature_soil_max_grass_0_05m
temperature_soil_max_grass_0_1m
temperature_soil_max_grass_0_2m
temperature_soil_max_grass_0_5m
temperature_soil_max_grass_1m
temperature_soil_max_grass_1_5m
temperature_soil_max_grass_1_8m
temperature_soil_min_fallow_0_05m
temperature_soil_min_fallow_0_1m
temperature_soil_min_fallow_0_2m
temperature_soil_min_fallow_0_5m
temperature_soil_min_fallow_1m
temperature_soil_min_fallow_1_5m
temperature_soil_min_fallow_1_8m
temperature_soil_max_fallow_0_05m
temperature_soil_max_fallow_0_1m
temperature_soil_max_fallow_0_2m
temperature_soil_max_fallow_0_5m
temperature_soil_max_fallow_1m
temperature_soil_max_fallow_1_5m
temperature_soil_max_fallow_1_8m
temperature_soil_min_bare_ground_0_05m
temperature_soil_min_bare_ground_0_1m
temperature_soil_min_bare_ground_0_2m
temperature_soil_min_bare_ground_0_5m
temperature_soil_min_bare_ground_1m
temperature_soil_min_bare_ground_1_5m
temperature_soil_min_bare_ground_1_8m
temperature_soil_max_bare_ground_0_05m
temperature_soil_max_bare_ground_0_1m
temperature_soil_max_bare_ground_0_2m
temperature_soil_max_bare_ground_0_5m
temperature_soil_max_bare_ground_1m
temperature_soil_max_bare_ground_1_5m
temperature_soil_max_bare_ground_1_8m
temperature_soil_min_brome_grass_0_05m
temperature_soil_min_brome_grass_0_1m
temperature_soil_min_brome_grass_0_2m
temperature_soil_min_brome_grass_0_5m
temperature_soil_min_brome_grass_1m
temperature_soil_min_brome_grass_1_5m
temperature_soil_min_brome_grass_1_8m
temperature_soil_max_brome_grass_0_05m
temperature_soil_max_brome_grass_0_1m
temperature_soil_max_brome_grass_0_2m
temperature_soil_max_brome_grass_0_5m
temperature_soil_max_brome_grass_1m
temperature_soil_max_brome_grass_1_5m
temperature_soil_max_brome_grass_1_8m
temperature_soil_min_sod_0_05m
temperature_soil_min_sod_0_1m
temperature_soil_min_sod_0_2m
temperature_soil_min_sod_0_5m
temperature_soil_min_sod_1m
temperature_soil_min_sod_1_5m
temperature_soil_min_sod_1_8m
temperature_soil_max_sod_0_05m
temperature_soil_max_sod_0_1m
temperature_soil_max_sod_0_2m
temperature_soil_max_sod_0_5m
temperature_soil_max_sod_1m
temperature_soil_max_sod_1_5m
temperature_soil_max_sod_1_8m
temperature_soil_min_straw_mulch_0_05m
temperature_soil_min_straw_mulch_0_1m
temperature_soil_min_straw_mulch_0_2m
temperature_soil_min_straw_mulch_0_5m
temperature_soil_min_straw_mulch_1m
temperature_soil_min_straw_mulch_1_5m
temperature_soil_min_straw_mulch_1_8m
temperature_soil_max_straw_mulch_0_05m
temperature_soil_max_straw_mulch_0_1m
temperature_soil_max_straw_mulch_0_2m
temperature_soil_max_straw_mulch_0_5m
temperature_soil_max_straw_mulch_1m
temperature_soil_max_straw_mulch_1_5m
temperature_soil_max_straw_mulch_1_8m
temperature_soil_min_grass_muck_0_05m
temperature_soil_min_grass_muck_0_1m
temperature_soil_min_grass_muck_0_2m
temperature_soil_min_grass_muck_0_5m
temperature_soil_min_grass_muck_1m
temperature_soil_min_grass_muck_1_5m
temperature_soil_min_grass_muck_1_8m
temperature_soil_max_grass_muck_0_05m
temperature_soil_max_grass_muck_0_1m
temperature_soil_max_grass_muck_0_2m
temperature_soil_max_grass_muck_0_5m
temperature_soil_max_grass_muck_1m
temperature_soil_max_grass_muck_1_5m
temperature_soil_max_grass_muck_1_8m
temperature_soil_min_bare_muck_0_05m
temperature_soil_min_bare_muck_0_1m
temperature_soil_min_bare_muck_0_2m
temperature_soil_min_bare_muck_0_5m
temperature_soil_min_bare_muck_1m
temperature_soil_min_bare_muck_1_5m
temperature_soil_min_bare_muck_1_8m
temperature_soil_max_bare_muck_0_05m
temperature_soil_max_bare_muck_0_1m
temperature_soil_max_bare_muck_0_2m
temperature_soil_max_bare_muck_0_5m
temperature_soil_max_bare_muck_1m
temperature_soil_max_bare_muck_1_5m
temperature_soil_max_bare_muck_1_8m
temperature_surface_mean
count_days_heating_degree
count_days_cooling_degree
count_days_multiday_temperature_air_min_2m
count_days_multiday_temperature_air_max_2m
error_absolute_temperature_air_mean_2m
error_absolute_temperature_dew_point_mean_2m
visibility_range_index
visibility_range
probability_visibility_below_1000m
water_equivalent_snow_depth
water_equivalent_snow_depth_new
water_equivalent_snow_depth_excelled
water_equivalent_snow_depth_new_last_1h
water_equivalent_snow_depth_new_last_3h
weather_significant
weather_significant_last_3h
weather_last_6h
weather_significant_optional_last_1h
weather_significant_optional_last_3h
weather_significant_optional_last_6h
weather_significant_optional_last_12h
weather_significant_optional_last_24h
weather
weather_text
weather_type_fog
weather_type_heavy_fog
weather_type_thunder
weather_type_ice_sleet_snow_hail
weather_type_hail
weather_type_glaze_rime
weather_type_dust_ash_sand
weather_type_smoke_haze
weather_type_blowing_drifting_snow
weather_type_tornado_waterspout
weather_type_high_damaging_winds
weather_type_blowing_spray
weather_type_mist
weather_type_drizzle
weather_type_freezing_drizzle
weather_type_rain
weather_type_freezing_rain
weather_type_snow_pellets_snow_grains_ice_crystals
weather_type_precipitation_unknown_source
weather_type_ground_fog
weather_type_ice_fog_freezing_fog
weather_type_vicinity_fog_any
weather_type_vicinity_thunder
weather_type_vicinity_dust_ash_sand
weather_type_vicinity_snow_ice_crystals
weather_type_vicinity_rain_snow_shower
count_fog
count_thunder
count_storm_strong_wind
count_storm_stormier_wind
count_dew
count_glaze
count_ripe
count_sleet
count_hail
probability_thunder_last_1h
probability_thunder_last_6h
probability_thunder_last_12h
probability_thunder_last_24h
wind_speed
wind_direction
wind_force_beaufort
wind_speed_arithmetic
wind_gust_max
wind_gust_max_last_1h
wind_gust_max_last_3h
wind_gust_max_last_6h
wind_gust_max_last_12h
wind_speed_min
wind_speed_rolling_mean_max
wind_direction_gust_max
wind_gust_max_5sec
wind_gust_max_1min
wind_gust_max_2min
wind_gust_max_instant
wind_gust_max_1mile
wind_direction_gust_max_5sec
wind_direction_gust_max_1min
wind_direction_gust_max_2min
wind_direction_gust_max_instant
wind_direction_gust_max_1mile
probability_wind_gust_ge_25kn_last_6h
probability_wind_gust_ge_25kn_last_12h
probability_wind_gust_ge_40kn_last_6h
probability_wind_gust_ge_40kn_last_12h
probability_wind_gust_ge_55kn_last_6h
probability_wind_gust_ge_55kn_last_12h
count_days_multiday_wind_movement
time_wind_gust_max_1mile_or_1min
time_wind_gust_max
wind_movement_multiday
wind_movement_24h
error_absolute_wind_speed
error_absolute_wind_direction
temperature_water
temperature_water_max
temperature_water_mean
temperature_water_min
electric_conductivity
groundwater_level
groundwater_level_max
groundwater_level_min
discharge
discharge_max
discharge_mean
discharge_min
flow_speed
oxygen_level
turbidity
precipitation_intensity
wave_period
clearance_height
current
wave_height_sign
wave_height_max
ph_value
chlorid_concentration
stage
stage_max
stage_mean
stage_min
water_film_thickness
road_surface_condition