European Fluxes Database Cluster

Variables codes

Rules for variables names

In this page all the information needed to correctly report variables to the database are provided. To submit the data it is fundamental to use the correct variables names and units as reported in the table at the bottom of the page. However, in addition ot the variable name it is requested to use a 3 figures code which identifies univocally the location within the site where measurements are taken. The importance of this code is related to the possibility to associate to each variable a set of metadata like the method or instrument used, the measurement depth/height, the last calibration of the sensor etc.

Generally, the name of the variable has to be indicated as:


VAR_x1_x2_x3


VAR= variable name (refer to the list of input variables)

The first figure stands for the position of the sensors on a 2D space. For instance, if soil temperature is measured at 3 different locations, these can be numbered as 1, 2, 3.


 

Ts_1_x_x

 

Ts_2_x_x

 

Ts_3_x_x

location 1

 

location 2

 

location 3

 


The second figure represents the vertical level (height above the ground/depth of the soil) of the sensors. Supposing to measure soil temperature at 3 different depths along a vertical profile at each location, then each variable can be identified as follows:


 

Ts_1_1_x

 

Ts_2_1_x

 

Ts_3_1_x

 

depth 1

Ts_1_2_x

 

Ts_2_2_x

 

Ts_3_2_x

 

depth 2

Ts_1_3_x

 

Ts_2_3_x

 

Ts_3_3_x

 

depth 3

location 1

 

location 2

 

location 3

 

 


Numeration increases moving downwards along a vertical profile but same number at two different locations can indicate different height/depth, that is specified in the metadata. So for example the deeper soil temperature measurement point in two different profiles of 4 sensors each will be indicated as Ts_1_4_1 and Ts_2_4_1 even if the first is at 80cm and the second 120cm below ground.

The third figure identifies the presence of replicated measurements in the same location. For instance, given 2 replicates of soil temperature measurements at position 1 and depth 1 (i.e. for sensors comparison), these would be indicated as:


 

Ts_1_1_1   Ts_1_1_2

 


Another example where the third figure should be used is for measurements at tree level like sap flow sensors. In this case the first figure indicate the tree (again specified in the metadata), the second the measurement height if you have for example sap flow measurements on the same tree at different heights and the third can be used to identify different sensors at the same height, commonly used in sap flow measurements.

Remember: All variables to be submitted must be characterized by the 3 figure code and in case of a variable being measured with a single sensor in a given point in space, the three figures of the code clearly equals 1.

New variables

We tried to consider all the common variables collected in the network also on the basis of what has been collected in previous projects. However new measurements are continuously added and it is possible that a variable to be submitted is not present in the “Variables codes”. In this case please contact the Databse Staff at the address database@unitus.it and we will think together to the best solution. In any case do not send variables with names not consistent with those listed because these would be rejected by the system.

IMPORTANT: Additional information regarding the variables (height, depth) must be included in the metadata and not in the data file neither in the variable name. All additional information included in the data file are lost during the upload process.


Variables Codes List



Drag a column header and drop it here to group by that column
ALBAlbedo%Database
APARAbsorbed PAR (400-700 nm)umol m-2 s-1Database
CH4Methane concentrationppb (nmol mol-1)Database
CO2CO2 concentrationppm (umol mol-1)Database
D_SNOWSnow depthcmDatabase
DBHDiameter at breast height (1.3m) from dendrometercmDatabase
FCCO2 fluxumolCO2 m-2 s-1Database
FC_CMBNEE measured using transparent chambersumolCO2 m-2 s-1BADM or Database
FC_SSITC_TESTQuality check - CO2 flux - * see the noteadimensionalDatabase
FCH4Methane (CH4) fluxnmol m-2 s-1Database
FCH4_CMBMethane flux measured using chambersnmol m-2 s-1BADM or Database
FCH4_SSITC_TESTQuality check - Methane flux * see the noteadimensionalDatabase
FETCH_70Fetch at which footprint cumulated probability is 70%mDatabase
FETCH_80Fetch at which footprint cumulated probability is 70%mDatabase
FETCH_90Fetch at which footprint cumulated probability is 90%mDatabase
FETCH_FILTERFootprint quality check: 0 if Fetch70 is outside the fetch or however to be discarded due to footprint issues, 1 if the data are okadimensionalDatabase
FETCH_MAXFetch at which footprint cumulated probability is maximummDatabase
FN2ONitrous oxide (N2O) fluxnmol m-2 s-1Database
FN2O_CMBN2O flux measured using chambersnmol m-2 s-1BADM or Database
FNONO fluxnmol m-2 s-1Database
FNO_CMBNO flux measured using chambersnmol m-2 s-1BADM or Database
FNO2NO2 fluxnmol m-2 s-1Database
FNO2_CMBNO2 flux measured using chambersnmol m-2 s-1BADM or Database
FO3O3 fluxnmol m-2 s-1Database
FO3_SSITC_TESTQuality check - Ozone flux * see the noteadimensionalDatabase
GSoil heat fluxW m-2Database
GPP_PIGross Primary Production (submitted by PI)umolCO2 m-2 s-1Database
HSensible heat fluxW m-2Database
H_PISensible Heat (PI processed version)umolCO2 m-2 s-1Database
H_SSITC_TESTQuality check - sensible heat flux - * see the noteadimensionalDatabase
H2OWater (H2O) vapor mole fractionppt (mmolH2O mol-1)Database
LELatent heat fluxW m-2Database
LE_PILatent heat (PI processed version)W m-2Database
LE_SSITC_TESTQuality check - latent heat flux - * see the noteadimensionalDatabase
LEAF_WETLeaf wetness%Database
LW_INIncoming Longwave radiation (in the range from 4 to 50 micron)W m-2Database
LW_OUTOutgoing Longwave radiation (in the range from 4 to 50 micron)W m-2Database
MO_LENGTHMonin-Obukhov lengthmDatabase
N2ONitrous oxide (N2O) mole fractionnmolN2O mol-1BADM or Database
NDVINormalized Difference Vegetation IndexadimensionalDatabase
NEE_PINet Ecosystem Exchange (PI processed version)umolCO2 m-2 s-1Database
NETRADNet radiation (including SW and LW components)W m-2Database
NONO concentrationppbDatabase
NO2NO2 concentrationppbDatabase
O3O3 concentrationppbDatabase
PPrecipitationmmDatabase
P_RAINRainfallmmDatabase
P_SNOWSnowfall – snow precipitationmm (or water)Database
PAAtmospheric pressureKPaDatabase
PBLHPlanetary boundary layer heightmDatabase
PPFD_BC_INBelow canopy PPFD (400-700 nm)umol m-2 s-1Database
PPFD_DIFDiffuse PPFD (400-700 nm)umol m-2 s-1Database
PPFD_DIRPhotosynthetic photon flux density, direct incomingµmol m-2 s-1Database
PPFD_INPhotosynthetic Photon Flux Density (400-700 nm)umol m-2 s-1Database
PPFD_OUTReflected PPFD (400-700 nm)umol m-2 s-1Database
PRIPhotochemical reflectance indexadimensionalDatabase
R_UVAUVA radiationW m-2Database
R_UVBUVB radiationW m-2Database
RECO_PIEcosystem Respiration (submitted by PI)umolCO2 m-2 s-1Database
RHRelative humidity%Database
RUNOFFRunoffmmDatabase
SAP_DTDifference of probes temperature for sapflow measurements°CDatabase
SAP_FLOWSapflowmmolH2O m-2 s-1Database
SBHeat storage in biomassW m-2Database
SCCO2 storage in air below flux measurement levelumolCO2 m-2 s-1Database
SCH4Methane (CH4) storage fluxnmolCH4 m-2 s-1Database
SGHeat storage in the soil above the soil heat fluxes measurementW m-2Database
SHHeat storage in air below flux measurement levelW m-2Database
SLELatent heat storage below flux measurement levelW m-2Database
SPEC_NIR_INIncoming radiation (infra-red band)umol m-2 s-1Database
SPEC_NIR_OUTOutgoing radiation (infra-red band)umol m-2 s-1Database
SPEC_PRI_REF_INIncoming radiation at 568 nm umol m-2 s-1Database
SPEC_PRI_REF_OUTOutgoing radiation at 568 nm umol m-2 s-1Database
SPEC_PRI_TGT_INIncoming radiation at 529 nm umol m-2 s-1Database
SPEC_PRI_TGT_OUTOutgoing radiation at 529 nm umol m-2 s-1Database
SPEC_RED_INIncoming radiation (red band)umol m-2 s-1Database
SPEC_RED_OUTOutgoing radiation (red band)umol m-2 s-1Database
STEMFLOWStem flowmmDatabase
SW_BC_INBelow canopy incoming short wave radiation W m-2Database
SW_DIFDiffuse incoming Shortwave radiation (in the range from 0.3 to 4.5 micron)W m-2Database
SW_INIncoming Shortwave radiation (in the range from 0.3 to 4.5 micron)W m-2Database
SW_OUTOutgoing Shortwave radiation (in the range from 0.3 to 4.5 micron)W m-2Database
SWCSoil water content%Database
T_BOLEBole temperature°CDatabase
T_CANOPYCanopy temperature°CDatabase
T_DPDew Point Temperature°CDatabase
T_SONICSonic Temperature°CDatabase
T_SONIC_SIGMAvariance of the sonic temperature°CDatabase
TAAir temperature°CDatabase
TAUMomentum fluxKg m-1 s-2Database
TAU_SSITC_TESTQuality check - momentum flux - * see the noteadimensionalDatabase
THROUGHFALLThroughfallmmDatabase
TSSoil temperature°CDatabase
U_SIGMAStandard deviation of velocity fluctuations (towards main-wind direction after coordinates rotation)m s-1Database
USTARFriction velocitym s-1Database
V_SIGMAStandard deviation of lateral velocity fluctuations (cross main-wind direction after coordinates rotation)m s-1Database
VPD_PIVapour pressure deficit (PI processed version)hPaDatabase
W_SIGMAStandard deviation of vertical velocity fluctuations m s-1Database
WDWind directionDecimal degreesDatabase
WSWind speedm s-1Database
WS_MAXMaximum wind speed m s-1Database
WTDWater table depthmDatabase
ZLStability parameteradimensionalDatabase


* note: for the quality flag definition please refer to this document: Quality Flags Definition