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mooda

Module for Ocean Observatory Data Analysis - Python package

Vocabulary

We recommended to use the CF vocabulary. For parameters that are not yet in the CF, we recommend using the IMOS vocabulary. Below is the recommended vocabulary:

CF parameters

ID units valid min valid max standard / long name direction positive reference datum
AIRT degrees_Celsius -50.0 50.0 air_temperature    
ATMP pascal 90000.0 110000.0 air_pressure    
ATMP pascal 90000.0 110000.0 air_pressure    
ATMS pascal 90000.0 110000.0 air_pressure_at_mean_sea_level    
BAT m-1     volume_beam_attenuation_coefficient_of_radiative_flux_in_sea_water    
BOT_DEPTH m 0.0 12000.0 sea_floor_depth_below_sea_surface down sea surface
CDIR degree 0.0 360.0 direction_of_sea_water_velocity clockwise true north
CDIR_MAG degree 0.0 360.0 direction_of_sea_water_velocity clockwise magnetic north
CDOM 1e-9 0.0 375.0 concentration_of_colored_dissolved_organic_matter_in_sea_water _expressed_as_equivalent_mass_fraction _of_quinine_sulfate_dihydrate clockwise magnetic north
CHC ug l-1     mass_concentration_of_petroleum_hydrocarbons_in_sea_water    
CNDC S m-1 0.0 50000.0 sea_water_electrical_conductivity    
CSPD m s-1 0.0 10.0 sea_water_speed    
DENS kg m-3     sea_water_density    
DEPTH m -5.0 12000.0 depth down sea surface
DEWT degrees_Celsius -50.0 50.0 dew_point_temperature depth sea surface
DOX1 umol l-1 0.0 1000.0 mole_concentration_of_dissolved_molecular_oxygen_in_sea_water    
DOX2 umol kg-1 0.0 1000.0 moles_of_oxygen_per_unit_mass_in_sea_water    
DOXS % 0.0 100.0 fractional_saturation_of_oxygen_in_sea_water    
DOXY mg l-1 0.0 29.0 mass_concentration_of_oxygen_in_sea_water    
DOXY_TEMP degrees_Celsius 0.0 0.0 temperature_of_sensor_for_oxygen_in_sea_water    
HEADING degree 0.0 360.0 platform_yaw_angle clockwise true north
HEADING_MAG degree 0.0 360.0 platform_yaw_angle clockwise magnetic north
HEAT_NET W m-2     surface_upward_heat_flux_in_air    
HEIGHT_ABOVE_SENSOR m -12000.0 12000.0 height up sea surface
HL W m-2     surface_upward_latent_heat_flux    
HS W m-2     surface_upward_sensible_heat_flux    
ISO17 m     depth_of_isosurface_of_sea_water_potential_temperature down sea surface
LATITUDE degrees_north -90.0 90.0 latitude WGS84 geographic coordinate system  
LONGITUDE degrees_east -180.0 180.0 longitude WGS84 geographic coordinate system  
LW W m-2     surface_downwelling_longwave_flux_in_air    
LW_NET W m-2     surface_net_upward_longwave_flux    
MASS_NET kg m-2 s-1     upward_mass_flux_of_air    
NOBS 1     number_of_observations    
NOMINAL_DEPTH m -5.0 12000.0 depth down sea surface
NTRA umole l-1     mole_concentration_of_nitrate_in_sea_water    
NTR2 umole kg-1     moles_of_nitrate_per_unit_mass_in_sea_water    
PAR umole m-2 s-1     downwelling_photosynthetic_photon_flux_in_sea_water    
PCO2 pascal     surface_partial_pressure_of_carbon_dioxide_in_air    
PHOS umole kg-1     moles_of_phosphate_per_unit_mass_in_sea_water    
PHO2 umole l-1     mole_concentration_of_phosphate_in_sea_water    
PITCH degree -180.0 180.0 platform_pitch_angle    
PRES dbar -5.0 12000.0 sea_water_pressure    
PRES_REL dbar -15.0 12000.0 sea_water_pressure_due_to_sea_water    
PSAL 1 2.0 41.0 sea_water_practical_salinity    
Q 1 0.0 150.0 surface_specific_humidity    
RRATE mm s-1     rainfall_rate    
RAIN_AMOUNT mm     thickness_of_rainfall_amount    
RELH % 0.0 150.0 relative_humidity    
ROLL degree -180.0 180.0 platform_roll_angle    
SLCA umole l-1     mole_concentration_of_silicate_in_sea_water    
SLC2 umole kg-1     moles_of_silicate_per_unit_mass_in_sea_water    
SRAD W m-1 sr-1     isotropic_shortwave_radiance_in_air    
SSPD m s-1 1400.0 1600.0 speed_of_sound_in_sea_water    
SSS 1e-3 2.0 41.0 sea_surface_salinity    
SST degrees_Celsius 2.0 41.0 sea_surface_skin_temperature    
SSTI degrees_Celsius -2.5 40.0 sea_surface_temperature    
SSWV m2 s degree-1     sea_surface_wave_directional_variance_spectral_density    
SSWV_MAG m2 s degree-1     sea_surface_wave_directional_variance_spectral_density    
SW W m-2     surface_downwelling_shortwave_flux_in_air    
SWSH m 0.0 100.0 sea_surface_swell_wave_significant_height    
SW_NET W m-2     surface_net_upward_shortwave_flux    
TAU pascal     magnitude_of_surface_downward_stress    
TEMP degrees_Celsius -2.5 40.0 sea_water_temperature    
TIME time 0.0 90000.0 days since 1950-01-01 00:00:00 UTC    
TURB 1 0.0 4.0 sea_water_turbidity    
UCUR m s-1 -10.0 10.0 eastward_sea_water_velocity   true north
UCUR_MAG m s-1 -10.0 10.0 eastward_sea_water_velocity   magnetic north
UWND m s-1     eastward_wind    
VAVH m 0.0 100.0 sea_surface_wave_significant_height    
VCUR m s-1 -10.0 10.0 northward_sea_water_velocity   true north
VCUR_MAG m s-1 -10.0 10.0 northward_sea_water_velocity   magnetic north
VDEN m2 s     sea_surface_wave_variance_spectral_density    
VDIR degree 0.0 360.0 sea_surface_wave_from_direction clockwise true north
VDIR_MAG degree 0.0 360.0 sea_surface_wave_from_direction clockwise magnetic north
VDIRT degree 0.0 360.0 sea_surface_wave_to_direction clockwise true north
VWND m s-1     northward_wind clockwise true north
WCUR m s-1 -5.0 5.0 upward_sea_water_velocity    
WDIR degree 0.0 360.0 wind_to_direction clockwise true north
WDIRF_AVG degree 0.0 360.0 wind_from_direction clockwise true north
WHTE m 0.0 100.0 sea_surface_wave_mean_height_of_highest_tenth    
WHTH m 0.0 100.0 sea_surface_wave_significant_height    
WPFM second 0.0 100.0 sea_surface_wave_mean_period    
WPMH second 0.0 100.0 sea_surface_wave_mean_period    
WPSM second 0.0 100.0 sea_surface_wave_mean_period_ from_variance_spectral_density_second_ frequency_moment    
WPTE second 0.0 100.0 sea_surface_wave_mean_period_of_highest_tenth    
WPTH second 0.0 100.0 sea_surface_wave_significant_period    
WMPP second 0.0 100.0 sea_surface_wave_maximum_period    
WMSH m 0.0 100.0 sea_surface_wave_mean_height    
WMXH m 0.0 100.0 sea_surface_wave_maximum_height    
WPDI degree 0.0 360.0 sea_surface_wave_from_direction_ at_variance_spectral_density_maximum clockwise true north
WPDI_MAG degree 0.0 360.0 sea_surface_wave_from_direction_ at_variance_spectral_density_maximum clockwise magnetic north
WPPE second 0.0 100.0 sea_surface_wave_period_ at_variance_spectral_density_maximum clockwise magnetic north
WSPD m s-1     wind_speed    
WSPD_AVG m s-1     wind_speed    
WSPD_MIN m s-1     wind_speed    
WSPD_MAX m s-1     wind_speed    
WWAV degree 0.0 360.0 sea_surface_wind_wave_to_direction clockwise true north
WWSH m 0.0 100.0 sea_surface_wind_wave_significant_height clockwise true north
XCO2_AIR 1e-6 0.0 360.0 mole_fraction_of_carbon_dioxide_in_air clockwise true north

Other parameters

ID units valid min valid max standard / long name direction positive reference datum
ABSI decibel 0.0 150.0 backscatter_intensity_from_acoustic_beam    
ABSI1 decibel 0.0 150.0 backscatter_intensity_from_acoustic_beam_1    
ABSI2 decibel 0.0 150.0 backscatter_intensity_from_acoustic_beam_2    
ABSI3 decibel 0.0 150.0 backscatter_intensity_from_acoustic_beam_3    
ABSI4 decibel 0.0 150.0 backscatter_intensity_from_acoustic_beam_4    
ABSIC1 count 0.0 255.0 backscatter_intensity_from_acoustic_beam_1    
ABSIC2 count 0.0 255.0 backscatter_intensity_from_acoustic_beam_2    
ABSIC3 count 0.0 255.0 backscatter_intensity_from_acoustic_beam_3    
ABSIC4 count 0.0 255.0 backscatter_intensity_from_acoustic_beam_4    
CMAG1 count 0.0 255.0 particle_distribution_correlation_magnitude_from_acoustic_beam_1    
CMAG2 count 0.0 255.0 particle_distribution_correlation_magnitude_from_acoustic_beam_2    
CMAG3 count 0.0 255.0 particle_distribution_correlation_magnitude_from_acoustic_beam_3    
CMAG4 count 0.0 255.0 particle_distribution_correlation_magnitude_from_acoustic_beam_4    
PERG1 % 0.0 100.0 percentage_of_good_three_beam_solutions    
PERG2 % 0.0 100.0 percentage_of_transformations_rejected    
PERG3 % 0.0 100.0 percentage_of_measurements_with_more_than_one_beam_bad    
PERG4 % 0.0 100.0 percentage_of_good_four_beam_solutions    
CHR ug l-1     mass_concentration_of_refined_hydrocarbons_in_sea_water    
CPHL mg m-3 0.0 5.0 mass_concentration_of_inferred_chlorophyll_ from_relative_fluorescence_units_in_sea_water    
CSPD_STD m s-1 0.0 10.0 sea_water_speed_standard_deviation    
DESC m s-1 0.0 5.0 profiling_descent_rate_of_instrument    
DIR degree 0.0 360.0 from_direction clockwise true north
DIR_MAG degree 0.0 360.0 from_direction clockwise magnetic north
DIRECTION       direction_of_the_profile    
DIRT degree 0.0 360.0 to_direction clockwise true north
DIST_ALONG_BEAMS m -12000.0 12000.0 distance_from_sensor_along_beams    
DOX ml l-1 0.0 200.0 volume_concentration_of_dissolved_molecular_oxygen_in_sea_water    
DRYT degrees_Celsius     dry_bulb_temperature    
DYNHT m     dynamic_height    
ECUR m s-1 -5.0 5.0 error_sea_water_velocity    
FLU2 count -5.0 5.0 fluorescence_in_sea_water    
FREQUENCY Hz 0.0 900000.0 frequency    
GDOP degree 0.0 180.0 radar_beam_intersection_angle    
HEAT 10^10 J m-2     heat_content    
MAXZ 1     maximum_number_of_samples_in_vertical_profile    
MEAN_DEPTH m 0.0 10000.0 mean_cell_depth    
MEAN_HEIGHT m 0.0 100.0 mean_cell_height    
OPBS 1     optical_backscattering_coefficient    
CPAR % 0.0 100.0 downwelling_corrected_photosynthetic_photon_flux_in_sea_water    
PROFILE       unique_identifier_for_each_profile_feature_instance_in_this_file    
SNR1 decibel 0.0 150.0 signal_noise_ratio_from_acoustic_beam_1    
SNR2 decibel 0.0 150.0 signal_noise_ratio_from_acoustic_beam_2    
SNR3 decibel 0.0 150.0 signal_noise_ratio_from_acoustic_beam_3    
SPCT decibel 0.0 3.0 awac_spectra_calculation_method    
SPEC_CNDC S m-1 0.0 50000.0 sea_water_specific_electrical_conductivity_corrected_at_25degC    
SSDS degree 0.0 360.0 sea_surface_wave_directional_spread clockwise true north
SSDS_MAG degree 0.0 360.0 sea_surface_wave_directional_spread clockwise magnetic north
SSWD degree 0.0 360.0 sea_surface_wave_from_direction_by_frequency clockwise true north
SSSSWD_MAGWD degree 0.0 360.0 sea_surface_wave_from_direction_by_frequency clockwise magnetic north
SSWDT degree 0.0 360.0 sea_surface_wave_to_direction_by_frequency clockwise true north
SSWST m2 degree-1     sea_surface_wave_to_directional_variance    
SSWVT m2 s degree-1     sea_surface_wave_to_directional_variance_spectral_density    
SV m-1 0.0 1.0 mean_volume_backscatter_coefficient    
SV_MEAN decibel -128.0 0.0 mean_volume_backscatter    
SV_KURT m-1 0.0 1.0 kurtosis_volume_backscatter    
SV_PCNT_GOOD % 0.0 100.0 percent_Sv_samples_included    
SV_SD m-1 0.0 1.0 standard_deviation_volume_backscatter    
SV_SKEW m-1 0.0 1.0 skewness_volume_backscatter    
SV_UNFILT m-1 0.0 1.0 mean_volume_backscatter_including_bad_data    
SV_UNFILT_KURT m-1 0.0 1.0 kurtosis_volume_backscatter_including_bad_data    
SV_UNFILT_SD m-1 0.0 1.0 standard_deviation_volume_backscatter_including_bad_data    
SV_UNFILT_SKEW m-1 0.0 1.0 skewness_volume_backscatter_including_bad_data    
SWPD degree 0.0 360.0 sea_surface_swell_wave_ from_direction_at_ variance_spectral_density_maximum clockwise true north
SWPD_MAG degree 0.0 360.0 sea_surface_swell_wave_from_direction_ at_variance_spectral_density_maximum clockwise magnetic north
SWPP second 0.0 100.0 sea_surface_swell_wave_period_ at_variance_spectral_density_maximum clockwise magnetic north
TIMESERIES 1     unique_identifier_for_each_timeseries_feature_instance_in_this_file    
TURBF 1 0.0 4.0 sea_water_turbidity_in_FTU    
TRAJECTORY       unique_identifier_for_each_trajectory_feature_instance_in_this_file    
VBSC m-1 sr-1     volumetric_backscatter_coefficient    
VDEV m2 s     sea_surface_wave_variance_spectral_density_from_velocity    
VDEP m2 s     sea_surface_wave_variance_spectral_density_from_pressure    
VDES m2 s     sea_surface_wave_variance_spectral_density_from_range_to_surface    
VEL1 m s-1 -10.0 10.0 sea_water_velocity_from_acoustic_beam_1    
VEL2 m s-1 -10.0 10.0 sea_water_velocity_from_acoustic_beam_1    
VEL3 m s-1 -10.0 10.0 sea_water_velocity_from_acoustic_beam_1    
VEL4 m s-1 -10.0 10.0 sea_water_velocity_from_acoustic_beam_1    
VOLT V -100.0 100.0 voltage    
VSF412 m-1 sr-1     volume_scattering_function_ of_radiative_flux_in_sea_water_ for_wavelength_412nm    
VSF440 m-1 sr-1     volume_scattering_function_ of_radiative_flux_in_sea_water_ for_wavelength_440nm    
VSF470 m-1 sr-1     volume_scattering_function_ of_radiative_flux_in_sea_water_ for_wavelength_470nm    
VSF488 m-1 sr-1     volume_scattering_function_ of_radiative_flux_in_sea_water_ for_wavelength_488nm    
VSF510 m-1 sr-1     volume_scattering_function_ of_radiative_flux_in_sea_water_ for_wavelength_510nm    
VSF532 m-1 sr-1     volume_scattering_function_ of_radiative_flux_in_sea_water_ for_wavelength_532nm    
VSF595 m-1 sr-1     volume_scattering_function_ of_radiative_flux_in_sea_water_ for_wavelength_595nm    
VSF650 m-1 sr-1     volume_scattering_function_ of_radiative_flux_in_sea_water_ for_wavelength_650nm    
VSF660 m-1 sr-1     volume_scattering_function_ of_radiative_flux_in_sea_water_ for_wavelength_660nm    
VSF676 m-1 sr-1     volume_scattering_function_ of_radiative_flux_in_sea_water_ for_wavelength_676nm    
VSF715 m-1 sr-1     volume_scattering_function_ of_radiative_flux_in_sea_water_ for_wavelength_715nm    
WPDIT degree 0.0 360.0 sea_surface_wave_to_direction_at_variance_spectral_density_maximum clockwise true north
WSMP second 0.0 100.0 sea_surface_wave_spectral_mean_period    
WSSH m 0.0 100.0 sea_surface_wave_spectral_significant_height    
WWDS degree 0.0 360.0 sea_surface_wind_wave_directional_spread clockwise true north
WWPD degree 0.0 360.0 sea_surface_wind_wave_from_direction_ at_variance_spectral_density_maximum clockwise true north
WWPD_MAG degree 0.0 360.0 sea_surface_wind_wave_ from_direction_at_variance_spectral_density_maximum clockwise magnetic north
WWPP second 0.0 100.0 sea_surface_wind_wave_period_at_variance_spectral_density_maximum    
XCO2_WATER 1e-6     mole_fraction_of_carbon_dioxide_in_sea_water    

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