Updated: 02 Dec 2019
4.2.6. DATA_VARIABLES
The global attribute DATA_VARIABLES lists all data variables reported in the current data file. The list is a succession of fields in the DATA_VARIABLES entry; in other words, the entry consists of one field per variable. Generally, a field consists of the variable name, the variable modeand the variable descriptor, separated by underscores.
Type: STRING
Entry: Arbitrary number of semicolon-separated fields (each field constructed according to the format below)
Format: Variable name[_Variable mode][_Variable descriptor]
Example 1: DATA_VARIABLES = DATETIME; LATITUDE; LONGITUDE; ALTITUDE.GPH; O3.PARTIAL.PRESSURE_INSITU; PRESSURE_INSITU; TEMPERATURE_INSITU;HUMIDITY.RELATIVE_INSITU; INTERNAL.BOX.TEMPERATURE_INSITU
Example 2: DATA_VARIABLES = DATETIME;LATITUDE.INSTRUMENT; LONGITUDE.INSTRUMENT; ALTITUDE.INSTRUMENT; ALTITUDE; H2O.COLUMN_ABSORPTION.SOLAR where ALTITUDEis an independent parameter and H2O.COLUMN_ABSORPTION.SOLAR is dependent on DATETIME and ALTITUDE.
The variables DATETIME, ALTITUDE (.INSTRUMENT) or any other vertical coordinate, LATITUDE (.INSTRUMENT) and LONGITUDE(.INSTRUMENT) variables are always mode-lessand descriptor-less. All other variables can have an optional modeand an optional descriptoras appropriate.
With some exceptions (cf. Section 4.2.6.4) variable names first refer to a geophysical entity followed by a physical property.
4.2.6.1. Variable name
The variable nameis a basic identification of the data parameter described in the dataset, e.g., the geophysical entity that is reported. The name includes the chemical or physical identification of the reported entity. A typical example of a variable name is the column amount of ozone: O3.COLUMN
Name | Comment |
ABSORPTION.COEFFICIENT | - |
AEROSOL.ABSORPTION.OPTICAL.DEPTH | - |
AEROSOL.ABSORPTION.OPTICAL.DEPTH.LEVEL | OVP |
AEROSOL.ASYMMETRY.FACTOR | - |
AEROSOL.BACKSCATTER.RATIO | - |
AEROSOL.COLUMN | - |
AEROSOL.DEPOLARIZATION.RATIO | - |
AEROSOL.EXTINCTION.COEFFICIENT | - |
AEROSOL.INDEX | - |
AEROSOL.LAYER.HEIGHT | - |
AEROSOL.OPTICAL.DEPTH | - |
AEROSOL.OPTICAL.DEPTH.LEVEL | OVP |
AEROSOL.OPTICAL.DEPTH.STRATOSPHERIC | - |
AEROSOL.OPTICAL.DEPTH.TROPOSPHERIC | - |
AEROSOL.SINGLE.SCATTERING.ALBEDO | - |
AEROSOL.SINGLE.SCATTERING.ALBEDO.LEVEL | OVP |
AEROSOL.TYPE | - |
AIR.MASS | NDACC FTIR |
ALBEDO.SURFACE | - |
ALTITUDE | - |
ALTITUDE.BOUNDARIES | Upper and lower boundaries of a partial column altitude grid. |
ALTITUDE.GPH.BOUNDARIES | - |
ALTITUDE.GPH | Geopotential Height |
ALTITUDE.INSTRUMENT | - |
ANEMOMETER.HEIGHT | - |
ANGLE | EVDC |
ANGLE.LUNAR | - |
ANGLE.SOLAR | Solar angle |
ANGLE.VIEW | Viewing angle |
ATMOSPHERIC.TRANSMISSION | EVDC |
AUXILIARY.PARAMETERS | used for SONDE |
BACKSCATTERING.COEFFICIENT | - |
BAROMETRIC.PRESSURE | EVDC |
BPA | Bleached Particle Absorption |
BrO.COLUMN | - |
BrO.COLUMN.PARTIAL | - |
BrO.COLUMN.SLANT | - |
BrO.COLUMN.SLANT.DIFFERENTIAL | - |
BrO.COLUMN.SLANT.TROPOSPHERIC | - |
BrO.COLUMN.STRATOSPHERIC | - |
BrO.COLUMN.TROPOSPHERIC | - |
BrO.MIXING.RATIO | - |
C2H2.COLUMN | - |
C2H2.COLUMN.PARTIAL | - |
C2H2.MIXING.RATIO | - |
C2H6.COLUMN | - |
C2H6.COLUMN.PARTIAL | - |
C2H6.MIXING.RATIO | PPV |
CCl2F2.COLUMN | - |
CCl2F2.COLUMN.PARTIAL | - |
CCl2F2.MIXING.RATIO | - |
CCl3F.COLUMN | - |
CCl3F.COLUMN.PARTIAL | - |
CCl3F.MIXING.RATIO | - |
CFC11.MIXING.RATIO | - |
CFC12.MIXING.RATIO | - |
CH4.COLUMN | - |
CH4.COLUMN | EVDC |
CH4.COLUMN.PARTIAL | - |
CH4.MIXING.RATIO | - |
CH4.NUMBER.DENSITY | - |
CHF2Cl.COLUMN | - |
CHF2Cl.COLUMN.PARTIAL | - |
CHF2Cl.MIXING.RATIO | - |
CHL.1.CONCENTRATION | - |
CHL.1.INDEX | - |
CHL.2.INDEX | - |
CHL.2.INDEX | - |
CHL.2.INDEX | - |
CHL.A.CONCENTRATION | - |
CHOCHO.COLUMN | - |
CHOCHO.COLUMN.PARTIAL | - |
CHOCHO.COLUMN.TROPOSPHERIC | - |
CHOCHO.MIXING.RATIO | - |
ClO.MIXING.RATIO | Volumetric mixing ratio (ppv) |
ClONO2.COLUMN | - |
ClONO2.COLUMN.PARTIAL | - |
ClONO2.MIXING.RATIO | Volumetric mixing ratio (ppv) |
CLOUD.BOTTOM.HEIGHT | - |
CLOUD.FRACTION | OVP |
CLOUD.LAYER.THICKNESS | EVDC |
CLOUD.TOP.HEIGHT | - |
CLOUD.TOP.PRESSURE | - |
CO2.COLUMN | - |
CO2.COLUMN.PARTIAL | - |
CO2.MIXING.RATIO | Volumetric mixing ratio (ppv) |
CO2.NUMBER.DENSITY | - |
CO.COLUMN | - |
CO.COLUMN.PARTIAL | - |
CO.MIXING.RATIO | Volumetric mixing ratio (ppv) |
CO.NUMBER.DENSITY | - |
COF2.COLUMN | - |
COF2.COLUMN.PARTIAL | - |
COF2.MIXING.RATIO | - |
COLOUR.INDEX | Wavelength ratio derived from UVVIS.SAOZ instruments |
DATETIME | - |
DATETIME.START | - |
DATETIME.STOP | - |
DAY.OF.YEAR | EVDC |
DENSITY.DRY | - |
DENSITY | NDACC LIDAR T |
DEPTH | - |
DEPTH.KD | For MERIS validation |
DEPTH.SEA.FLOOR | - |
DEPTH.SECCHI | Depth using Secchi disk |
DEW.POINT.TEMPERATURE | - |
DISCOLOUR.CODE | For MERIS validation |
DISTANCE.SHORE | - |
F12.COLUMN | - |
F22.COLUMN | - |
FLAG.ALGORITHM | - |
FLAG.ALGORITHM.LEVEL | OVP |
FLAG.MEASUREMENT.QUALITY | OVP |
FLAG.PROCESSING.QUALITY | OVP |
FLAG.TARGET | - |
FREQUENCY.BIN | GECA |
FREQUENCY.SIGNAL | Radio Occultation |
H2CO.COLUMN | - |
H2CO.COLUMN.PARTIAL | - |
H2CO.COLUMN.TROPOSPHERIC | - |
H2CO.MIXING.RATIO | - |
H2.MIXING.RATIO | - |
H2O.COLUMN | - |
H2O.COLUMN.PARTIAL | - |
H2O.COLUMN.STRATOSPHERIC | - |
H2O.COLUMN.TROPOSPHERIC | - |
H2O.LIQUID.COLUMN | - |
H2O.MIXING.RATIO | - |
H2O.NUMBER.DENSITY | - |
HCFC22.COLUMN | - |
HCFC22.COLUMN.PARTIAL | - |
HCFC22.MIXING.RATIO | PPV |
HCl.COLUMN | - |
HCl.COLUMN.PARTIAL | - |
HCl.MIXING.RATIO | - |
HCl.NUMBER.DENSITY | - |
HCN.COLUMN | - |
HCN.COLUMN.PARTIAL | - |
HCN.MIXING.RATIO | Volumetric mixing ratio (ppv) |
HCOOH.COLUMN | - |
HCOOH.COLUMN.PARTIAL | - |
HCOOH.MIXING.RATIO | - |
HEIGHT.TERRAIN | - |
HF.COLUMN | - |
HF.COLUMN.PARTIAL | - |
HF.MIXING.RATIO | Volumetric mixing ratio (ppv) |
HNO3.COLUMN | - |
HNO3.COLUMN.PARTIAL | - |
HNO3.MIXING.RATIO | Volumetric mixing ratio (ppv) |
HNO3.NUMBER.DENSITY | - |
HONO.COLUMN | - |
HONO.COLUMN.PARTIAL | - |
HONO.COLUMN.TROPOSPHERIC | - |
HONO.MIXING.RATIO | - |
HUMIDITY.RELATIVE | Relative humidity (%) |
HUMIDITY.SPECIFIC | - |
INTEGRATION.TIME | - |
INTERNAL.BOX.TEMPERATURE | - |
INTERNAL.INSTRUMENT.TEMPERATURE | - |
IO.COLUMN | - |
IO.COLUMN.PARTIAL | - |
IO.COLUMN.STRATOSPHERIC | - |
IO.COLUMN.TROPOSPHERIC | - |
IO.MIXING.RATIO | - |
IRRADIANCE.DOWNWELLED | - |
IRRADIANCE.UPWELLED | - |
LAND.SURFACE.TEMPERATURE | - |
LATITUDE | - |
LATITUDE.INSTRUMENT | - |
LEAF.AREA.INDEX | - |
LEVEL | EVDC |
LONGITUDE | - |
LONGITUDE.INSTRUMENT | - |
N2.COLUMN | - |
N2O.COLUMN | - |
N2O.COLUMN.PARTIAL | - |
N2O.MIXING.RATIO | - |
N2O.NUMBER.DENSITY | - |
NH3.COLUMN | - |
NO2.COLUMN | - |
NO2.COLUMN.PARTIAL | - |
NO2.COLUMN.SLANT | - |
NO2.COLUMN.SLANT.DIFFERENTIAL | - |
NO2.COLUMN.STRATOSPHERIC | - |
NO2.COLUMN.TROPOSPHERIC | - |
NO2.MIXING.RATIO | Volumetric mixing ratio (ppv) |
NO2.NUMBER.DENSITY | - |
NO3.MIXING.RATIO | - |
NO3.NUMBER.DENSITY | - |
NO.COLUMN | - |
NO.COLUMN.PARTIAL | - |
NO.MIXING.RATIO | - |
NO.NUMBER.DENSITY | - |
NOY.MIXING.RATIO | - |
NUMBER.DENSITY | - |
O3.COLUMN | - |
O3.COLUMN.PARTIAL | - |
O3.COLUMN.SLANT | - |
O3.COLUMN.SLANT.DIFFERENTIAL | - |
O3.COLUMN.STRATOSPHERIC | - |
O3.COLUMN.TROPOSPHERIC | - |
O3.MIXING.RATIO | Volumetric mixing ratio (ppv) |
O3.NUMBER.DENSITY | - |
O3.PARTIAL.PRESSURE | - |
O4.COLUMN | - |
OClO.COLUMN | - |
OClO.COLUMN.PARTIAL | - |
OClO.COLUMN.SLANT | - |
OClO.COLUMN.SLANT.DIFFERENTIAL | - |
OClO.COLUMN.STRATOSPHERIC | - |
OClO.MIXING.RATIO | - |
OClO.NUMBER.DENSITY | - |
OCS.COLUMN | - |
OCS.COLUMN.PARTIAL | - |
OCS.MIXING.RATIO | - |
OH.COLUMN | - |
OPACITY.ATMOSPHERIC | - |
OPACITY.ATMOSPHERIC.VERTICAL | - |
ORBIT.NUMBER | - |
PATH.DIFFERENCE | - |
PIXEL.DISTANCE | - |
PIXEL.NUMBER | - |
POTENTIAL.VORTICITY | EVDC |
PRESSURE | - |
PRESSURE.BOUNDARIES | - |
PRESSURE.DRY | - |
PRESSURE.LEVEL.INDEX | - |
PUMP.CORRECTION | sonde |
RADIANCE.DOWNWELLED.SKY | EVDC |
RADIANCE.DOWNWELLING | - |
RADIANCE.UPWELLED | - |
RADIANCE.UPWELLING | - |
RANGE | - |
REFLECTANCE | - |
REFLECTANCE.RHOW | Water-leaving reflectance |
REFLECTIVITY | - |
REFRACTIVITY | Radio Occultation |
SALINITY | - |
SEA.STATE | - |
SEA.SURFACE.HEIGHT | - |
SEA.SURFACE.PRESSURE | - |
SEA.SURFACE.TEMPERATURE | - |
SEA.SURFACE.TEMPERATURE.SKIN | - |
SEA.SURFACE.TEMPERATURE.SUBSKIN | GECA |
SEA.SURFACE.WAVE.HEIGHT.SIGNIFICANT | GECA |
SEA.SURFACE.WAVE.HEIGHT.SWELL | GECA |
SEA.SURFACE.WAVE.SPECTRAL.DENSITY.VARIANCE | GECA |
SF6.COLUMN | - |
SF6.COLUMN.PARTIAL | - |
SF6.MIXING.RATIO | - |
SITE.CROP | - |
SITE.FIELD | - |
SITE.POINT | - |
SKY.CODE | - |
SKY.CONDITION | - |
SO2.COLUMN | - |
SO2.COLUMN.PARTIAL | - |
SO2.COLUMN.STRATOSPHERIC | - |
SO2.COLUMN.TROPOSPHERIC | - |
SO2.MIXING.RATIO | - |
SOURCE.PRODUCT | - |
SPEED | - |
SURFACE.CODE | - |
SURFACE.PRESSURE | Pressure at surface (NDACC FTIR) |
SURFACE.TEMPERATURE | Temperature at surface (NDACC FTIR) |
TEMPERATURE | - |
TEMPERATURE.BRIGHTNESS | - |
TEMPERATURE.DRY | - |
TEMPERATURE.RADIOMETRIC | - |
THETA | - |
TROPOSPHERIC.DELAY | GPS measurement delay |
TSM.CONCENTRATION | - |
UV.INDEX | EVDC |
VISIBILITY | - |
WAVE.DIRECTION | - |
WAVELENGTH | - |
WAVELENGTH.CENTRAL | - |
WAVELENGTH.FWHM | - |
WAVENUMBER | EVDC |
WAVE.TYPE | - |
WIND.DIRECTION | - |
WIND.SPEED | - |
YSBPA | Yellow Substance + Bleached Particle Absorption |
YS | Yellow Substance |
AVERAGE.WAVE.PERIOD | - |
DOMINANT.WAVE.DIRECTION | - |
DOMINANT.WAVE.PERIOD | - |
O2.DISSOLVED.MIXING.RATIO | - |
O2.DISSOLVED.NUMBER.DENSITY | - |
PROFILE.DATA.MODE | - |
PROFILE.DIRECTION | - |
SEA.DEPTH | - |
SIGNIFICANT.WAVE.HEIGHT | - |
SONDE.BATTERY.VOLTAGE | - |
SONDE.PUMP.CURRENT | - |
SONDE.RAW.CURRENT | - |
WATER.PRESSURE | - |
WATER.TEMPERATURE | - |
WAVE.DIRECTIONAL.SPECTRUM | - |
WAVE.FREQUENCY.SPECTRUM | - |
WIND.SPEED.GUST | - |
ICE.TEMPERATURE | - |
POTENTIAL.TEMPERATURE | - |
4.2.6.2. Variable mode
The variable mode provides the information on the measurement/calculation method that can lead to differences when comparing to results obtained with other methods to observe/calculate the same quantity. It is optionalin the construction of every field in the DATA_VARIABLES entry.
Examples related to ozone observations compliant with Table 7.2 are:
O3.COLUMN.SLANT_ABSORPTION.SOLAR
O3.COLUMN_ABSORPTION.SOLAR
Mode | Comment |
A442 | EVDC |
ABSORPTION.DIFFERENTIAL | for DIAL |
ABSORPTION.DIFFERENTIAL.STD | - |
ABSORPTION | EVDC |
ABSORPTION.LUNAR | - |
ABSORPTION.SOLAR | - |
APRIORI | EVDC |
AZIMUTH | - |
B442 | EVDC |
BACKSCATTER | - |
BACKSCATTER.RAMAN | - |
BACKSCATTER.SOLAR | - |
BACKSCATTER.STD | - |
DIFF.SAT.BUOY | EVDC |
DIFFSLANT | EVDC |
DIFFSLANT.ZENITH | EVDC |
DIRECTIONAL | GECA |
DRYW | EVDC |
EASTWARD | GECA |
ELEVATION | EVDC |
EMISSION | - |
FOV | EVDC |
HPLC | EVDC |
INDEPENDENT | Generic Term |
INSITU | - |
INTERFEROGRAMME | EVDC |
LIMB | EVDC |
NADIR | EVDC |
NORTHWARD | GECA |
OCCULTATION.SOLAR | With reference to the solar occultation |
PARALLEL | EVDC |
PERPENDICULAR | EVDC |
REFRACTION | - |
SAMPLE | - |
SCATTER.SOLAR | - |
SCATTER.SOLAR.OFFAXIS | - |
SCATTER.SOLAR.ZENITH | - |
SKY | EVDC |
SPECTRAL | GECA |
SP | EVDC |
TRANSECT | EVDC |
U | EVDC |
V | EVDC |
W | EVDC |
ZENITH | - |
ZENITH.ASTRONOMICAL | - |
CENTRAL.FREQUENCY | - |
FREQUENCY.RANGE | - |
GPS | - |
SPECTRAL.DENSITY | - |
R1 | BUOY |
R2 | BUOY |
ALPHA1 | BUOY |
ALPHA2 | BUOY |
DERIVED | - |
4.2.6.3. Variable descriptor
The variable descriptoris added only to construct variables that provide additional information about a primary variable or that describe some particular property of that variable. For instance for the ozone examples above, we may add additional variables as follow:
O3.COLUMN.SLANT_ABSORPTION.SOLAR_UNCERTAINTY.STDEV
O3.COLUMN_ABSORPTION.SOLAR_UNCERTAINTY.STDEV
The descriptor is not intended to distinguish subsets of a dataset. Such dataset distinctions should be made by
providing additional dependent or independent parameters, as outlined in the following examples:
Example 1:
The ozone columns obtained by SAOZ measurements are traditionally distinguished in two
subsets: measurements at dawn and measurements at dusk. The solar azimuth angle is the
relevant parameter distinguishing these measurements and should be provided together with
every measurement of the ozone column.
Example 2:
Irradiance/radiance measurements are often performed at specific wavelengths. Wavelength
should therefore be an independent parameter if values at more than one wavelength are
reported.
Example 3:
For an instrument capable of measuring in alternating modes, for example zenith sky vs.direct
sun, the data taken in these modes should be reported as distinct variables constructed with
different variable modes.
O3.COLUMN.SLANT_ZENITH
O3.COLUMN.SLANT_ABSORPTION.SOLAR
Descriptor | Comment |
AMF | Air Mass Factor |
APPARENT | EVDC |
APRIORI | - |
APRIORI.CONTRIBUTION | - |
ASTRONOMICAL | EVDC |
AVK | Averaging Kernel |
CONTRIBUTION | EVDC |
FINAL | - |
FLAG | EVDC |
INITIALIZATION | NDACC LIDAR T |
MEAN | - |
MEASUREMENT.SPACING | EVDC |
MEDIAN | - |
NORMALIZATION | NDACC LIDAR T |
RESOLUTION.ALTITUDE | - |
RESOLUTION.ALTITUDE.DFCUTOFF | NDACC LIDAR |
RESOLUTION.ALTITUDE.STD | NDSC LIDAR WG standard altitude resolution |
RESOLUTION | EVDC |
UNCERTAINTY.RANDOM | - |
UNCERTAINTY.RELATIVE | - |
UNCERTAINTY.RMS | - |
UNCERTAINTY.STDEV | - |
UNCERTAINTY.SYSTEMATIC | - |
UNCERTAINTY.TOTAL | - |
AVW | Averaging weights |
CALIBRATION.FACTOR | - |
CALIBRATION.SOURCE | - |
CALIBRATION.UNCERTAINTY | - |
RESOLUTION.ALTITUDE.ORIGINATOR | - |
TRANSFER.FUNCTION | - |
UNCERTAINTY | - |
UNCERTAINTY.CORRELATED | - |
UNCERTAINTY.ORIGINATOR | - |
UNCERTAINTY.UNCORRELATED | - |
4.2.6.4. Special variables
PRESSURE, TEMPERATURE, SURFACE.TEMPERATURE, DENSITY, and HUMIDITY:
Special rules apply for variable names referring to air. The variable name to be used does not explicitly carry the AIR keyword, but implicitly refers to air, e.g. TEMPERATUREinstead of AIR.TEMPERATURE. Note, SURFACE.TEMPERATURErefers the the air temperature above the surface. In case another medium than AIRis measured, the medium or identifier will be on the first position, e.g. INTERNAL.BOX.TEMPERATURE, ICE.TEMPERATURE, or LAND.SURFACE.TEMPERATURE.
The same approach is valid for gases mixed in air, e.g. CH4.MIXING.RATIO. The only variable still carrying the AIRkeyword is AIR.MASS. DATETIME, LATITUDE, LONGITUDE, ALTITUDE[.GPH], PRESSURE, DEPTH:
These variable names refer to effective geolocation (mid-time/point) of a reported parameter.
4.2.6.5. Geolocation
Every data file mustcontain a specification of geolocation in three or four dimensions(cf. Section 2.3), specifying when and where the reported data is sampled. In other words, the DATETIME variable, as well as latitude and longitude are mandatorywith a vertical geolocation variable only mandatory if the measurement has been taken in the corresponding dimension.The vertical geolocation should be expressed as ALTITUDE or DEPTH. If ALTITUDE is not available, acceptable substitutes are PRESSUREand ALTITUDE.GPH
(geopotential height), etc. If no altitude parameter is measured, the altitude of the instrument position should be given, if it makes sense for the observation, e.g. ALTITUDE.INSTRUMENT.
The geolocation variables must comply with stringent naming criteria. Acceptable combinations of geolocation
variables are:
• DATETIME;LATITUDE;LONGITUDE;[ALTITUDE|ALTITUDE.GPH|PRESSURE]
• DATETIME;LATITUDE;LONGITUDE;DEPTH
• DATETIME;LATITUDE.INSTRUMENT;LONGITUDE.INSTRUMENT;
ALTITUDE.INSTRUMENT;[LATITUDE;LONGITUDE;
[ALTITUDE|ALTITUDE.GPH|PRESSURE]]