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Dataset Title:  EGIM Aanderaa Oxygen Data at 200m Jun-Oct 2022 in front of Cape St. Vincent,
Sagres, PT
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Institution:  Portuguese Institute for Sea and Atmosphere(IPMA), Algarve Centre of Marine Sciences (CCMAR)   (Dataset ID: IBMA-CSV_EGIM_DO_D01_20220531_to_20221006_v002)
Range: longitude = -8.927083 to -8.927083°E, latitude = 36.84549 to 36.84549°N, time = 2022-05-31T23:15:01Z to 2022-10-06T14:30:01Z
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Things You Can Do With Your Graphs

Well, you can do anything you want with your graphs, of course. But some things you might not have considered are:

The Dataset Attribute Structure (.das) for this Dataset

Attributes {
 s {
  time {
    String _CoordinateAxisType "Time";
    Float64 actual_range 1.654038901e+9, 1.665066601e+9;
    Float64 ancillary_variables NaN;
    String axis "T";
    String calendar "proleptic_gregorian";
    Float64 comment NaN;
    String ioos_category "Time";
    String long_name "Time";
    String sdn_P02_urn "SDN:P02::AYMD";
    String sdn_parameter_name "Elapsed time relative to 1970-01-01T00:00:00Z";
    String sdn_parameter_uri "https://vocab.nerc.ac.uk/collection/P01/current/ELTMEP01/";
    String sdn_parameter_urn "SDN:P01::ELTMEP01";
    String sdn_uom_name "seconds";
    String sdn_uom_uri "https://vocab.nerc.ac.uk/collection/P06/current/UTBB/";
    String sdn_uom_urn "SDN:P06::UTBB";
    String standard_name "time";
    String time_origin "01-JAN-1970 00:00:00";
    String units "seconds since 1970-01-01T00:00:00Z";
  }
  POSITION_QC {
    Float32 _FillValue -9999.9;
    Float32 actual_range 7.0, 7.0;
    Float64 colorBarMaximum 10.0;
    Float64 colorBarMinimum 0.0;
    String conventions "OceanSITES QC Flags";
    String flag_meanings "unknown good_data probably_good_data potentially_correctable_bad_data bad_data nominal_value interpolated_value missing_value";
    String flag_values "0, 1, 2, 3, 4, 7, 8, 9";
    String ioos_category "Quality";
    String long_name "quality flag for LATITUDE and LONGITUDE";
  }
  latitude {
    String _CoordinateAxisType "Lat";
    Float32 _FillValue -9999.9;
    Float32 actual_range 36.84549, 36.84549;
    String ancillary_variables "POSITION_QC";
    String axis "Y";
    Float64 colorBarMaximum 90.0;
    Float64 colorBarMinimum -90.0;
    Float64 comment NaN;
    String ioos_category "Location";
    String long_name "Latitude of each location";
    String sdn_P02_urn "SDN:P02::ALAT";
    String sdn_parameter_name "Latitude north";
    String sdn_parameter_uri "https://vocab.nerc.ac.uk/collection/P01/current/ALATZZ01/";
    String sdn_parameter_urn "SDN:P01::ALATZZ01";
    String sdn_uom_name "Degrees north";
    String sdn_uom_uri "https://vocab.nerc.ac.uk/collection/P06/current/DEGN/";
    String sdn_uom_urn "SDN:P06::DEGN";
    String standard_name "latitude";
    String units "degrees_north";
  }
  longitude {
    String _CoordinateAxisType "Lon";
    Float32 _FillValue -9999.9;
    Float32 actual_range -8.927083, -8.927083;
    String ancillary_variables "POSITION_QC";
    String axis "X";
    Float64 colorBarMaximum 180.0;
    Float64 colorBarMinimum -180.0;
    Float64 comment NaN;
    String ioos_category "Location";
    String long_name "Longitude of each location";
    String sdn_P02_urn "SDN:P02::ALAT";
    String sdn_parameter_name "Longitude east";
    String sdn_parameter_uri "https://vocab.nerc.ac.uk/collection/P01/current/ALONZZ01/";
    String sdn_parameter_urn "SDN:P01::ALONZZ01";
    String sdn_uom_name "Degrees east";
    String sdn_uom_uri "https://vocab.nerc.ac.uk/collection/P06/current/DEGE/";
    String sdn_uom_urn "SDN:P06::DEGE";
    String standard_name "longitude";
    String units "degrees_east";
  }
  OSAT {
    Float64 _FillValue -9999.9;
    Float64 actual_range 64.028, 80.688;
    String ancillary_variables "OSAT_QC";
    Float64 colorBarMaximum 100.0;
    Float64 colorBarMinimum 0.0;
    String comment "Sensor failed after 2022-08-01";
    String coordinates "TIME;DEPTH;LATITUDE;LONGITUDE";
    String ioos_category "Dissolved O2";
    String long_name "Oxygen saturation";
    String QC_indicator "good data";
    String sdn_P02_urn "SDN:P02::DOXY";
    String sdn_parameter_name "Saturation of oxygen {O2 CAS 7782-44-7} in the water body [dissolved plus reactive particulate phase]";
    String sdn_parameter_uri "https://vocab.nerc.ac.uk/collection/P01/current/OXYSZZ01/";
    String sdn_parameter_urn "SDN:P01::OXYSZZ01";
    String sdn_uom_name "Percent";
    String sdn_uom_uri "https://vocab.nerc.ac.uk/collection/P06/current/UPCT/";
    String sdn_uom_urn "SDN:P06::UPCT";
    Int32 sensor_depth 200;
    String sensor_manufacturer "Aanderaa";
    String sensor_manufacturer_uri "https://vocab.nerc.ac.uk/collection/L35/current/MAN0007/";
    String sensor_manufacturer_urn "SDN:L35::MAN0007";
    String sensor_model "Aanderaa Oxygen Optode 4831DW";
    String sensor_mount "mounted_on_fixed_structure";
    String sensor_orientation "horizontal";
    String sensor_reference "https://www.aanderaa.com/media/pdfs/d403_aanderaa_oxygen_sensor_4831_4831f.pdf";
    Float64 sensor_SeaVoX_L22_code NaN;
    Int32 sensor_serial_number 920;
    String sensor_type_name "dissolved gas sensors";
    String sensor_type_uri "https://vocab.nerc.ac.uk/collection/L05/current/351/";
    String standard_name "fractional_saturation_of_oxygen_in_sea_water";
    String units "Percent";
  }
  DOXY {
    Float64 _FillValue -9999.9;
    Float64 actual_range 210.607, 257.346;
    String ancillary_variables "DOXY_QC";
    Float64 colorBarMaximum 500.0;
    Float64 colorBarMinimum 0.0;
    String comment "Sensor failed after 2022-08-01";
    String coordinates "TIME;DEPTH;LATITUDE;LONGITUDE";
    String ioos_category "Dissolved O2";
    String long_name "Dissolved oxygen";
    String QC_indicator "good data";
    String sdn_P02_urn "SDN:P02::DOXY";
    String sdn_parameter_name "Concentration of oxygen {O2 CAS 7782-44-7} per unit volume of the water body [dissolved plus reactive particulate phase]";
    String sdn_parameter_uri "https://vocab.nerc.ac.uk/collection/P01/current/DOXYZZXX/";
    String sdn_parameter_urn "SDN:P01::DOXYZZXX";
    String sdn_uom_name "Micromoles per litre";
    String sdn_uom_uri "https://vocab.nerc.ac.uk/collection/P06/current/UPOX/";
    String sdn_uom_urn "SDN:P06::UPOX";
    Int32 sensor_depth 200;
    String sensor_manufacturer "Aanderaa";
    String sensor_manufacturer_uri "https://vocab.nerc.ac.uk/collection/L35/current/MAN0007/";
    String sensor_manufacturer_urn "SDN:L35::MAN0007";
    String sensor_model "Aanderaa Oxygen Optode 4831DW";
    String sensor_mount "mounted_on_fixed_structure";
    String sensor_orientation "horizontal";
    String sensor_reference "https://www.aanderaa.com/media/pdfs/d403_aanderaa_oxygen_sensor_4831_4831f.pdf";
    Float64 sensor_SeaVoX_L22_code NaN;
    Int32 sensor_serial_number 920;
    String sensor_type_name "dissolved gas sensors";
    String sensor_type_uri "https://vocab.nerc.ac.uk/collection/L05/current/351/";
    String standard_name "mole_concentration_of_dissolved_molecular_oxygen_in_sea_water";
    String units "Micromoles per litre";
  }
  OSAT_QC {
    Float64 _FillValue -9999.9;
    Float64 actual_range 1.0, 1.0;
    Float64 colorBarMaximum 10.0;
    Float64 colorBarMinimum 0.0;
    String conventions "OceanSITES QC Flags";
    String flag_meanings "unknown good_data probably_good_data potentially_correctable_bad_data bad_data nominal_value interpolated_value missing_value";
    String flag_values "0, 1, 2, 3, 4, 7, 8, 9";
    String ioos_category "Quality";
    String long_name "quality flag for OSAT";
  }
  DOXY_QC {
    Float64 _FillValue -9999.9;
    Float64 actual_range 1.0, 1.0;
    Float64 colorBarMaximum 10.0;
    Float64 colorBarMinimum 0.0;
    String conventions "OceanSITES QC Flags";
    String flag_meanings "unknown good_data probably_good_data potentially_correctable_bad_data bad_data nominal_value interpolated_value missing_value";
    String flag_values "0, 1, 2, 3, 4, 7, 8, 9";
    String ioos_category "Quality";
    String long_name "quality flag for DOXY";
  }
  TEMP {
    Float64 _FillValue -9999.9;
    Float64 actual_range 12.381, 14.427;
    String ancillary_variables "TEMP_QC";
    Float64 colorBarMaximum 500.0;
    Float64 colorBarMinimum 0.0;
    String comment "TEMP_QC";
    String coordinates "TIME;DEPTH;LATITUDE;LONGITUDE";
    String ioos_category "Temperature";
    String long_name "Sea temperature";
    String QC_indicator "good data";
    String reference_scale "ITS-90";
    String sdn_P02_urn "SDN:P02::TEMP";
    String sdn_parameter_name "Temperature of the water body";
    String sdn_parameter_uri "https://vocab.nerc.ac.uk/collection/P01/current/TEMPPR01/";
    String sdn_parameter_urn "SDN:P01::TEMPPR01";
    String sdn_uom_name "Degrees Celsius";
    String sdn_uom_uri "https://vocab.nerc.ac.uk/collection/P06/current/UPAA/";
    String sdn_uom_urn "SDN:P06::UPAA";
    Int32 sensor_depth 200;
    String sensor_manufacturer "Aanderaa";
    String sensor_manufacturer_uri "https://vocab.nerc.ac.uk/collection/L35/current/MAN0007/";
    String sensor_manufacturer_urn "SDN:L35::MAN0007";
    String sensor_model "Aanderaa Oxygen Optode 4831DW";
    String sensor_mount "mounted_on_fixed_structure";
    String sensor_orientation "upward";
    String sensor_reference "https://www.aanderaa.com/media/pdfs/d403_aanderaa_oxygen_sensor_4831_4831f.pdf";
    Float64 sensor_SeaVoX_L22_code NaN;
    Int32 sensor_serial_number 920;
    String sensor_type_name "water temperature sensor";
    String sensor_type_uri "https://vocab.nerc.ac.uk/collection/L05/current/134/";
    String standard_name "temperature_of_sensor_for_oxygen_in_sea_water";
    String units "degree_C";
  }
  TEMP_QC {
    Float64 _FillValue -9999.9;
    Float64 actual_range 1.0, 1.0;
    Float64 colorBarMaximum 10.0;
    Float64 colorBarMinimum 0.0;
    String conventions "OceanSITES QC Flags";
    String flag_meanings "unknown good_data probably_good_data potentially_correctable_bad_data bad_data nominal_value interpolated_value missing_value";
    String flag_values "0, 1, 2, 3, 4, 7, 8, 9";
    String ioos_category "Quality";
    String long_name "quality flag for TEMP";
  }
 }
  NC_GLOBAL {
    String cdm_data_type "Point";
    String Conventions "OceanSITES v1.4;SeaDataNet_1.0;COARDS; CF-1.6; CMEMS INSTAC v3.2, ACDD-1.3, NCCSV-1.1";
    String creator_name "EMSO,IPMA,CCMAR";
    String creator_url "https://www.emso.eu/";
    String data_mode "D";
    String data_type "OceanSITES time-series data";
    String date_created "2022-10-13T12:00:00Z";
    String doi "https://doi.org/10.17882/95468";
    Float64 Easternmost_Easting -8.927083;
    String emso_facility "Iberian Margin";
    String featureType "Point";
    Float64 format_version 1.4;
    Float64 geospatial_lat_max 36.84549;
    Float64 geospatial_lat_min 36.84549;
    String geospatial_lat_units "degrees_north";
    Float64 geospatial_lon_max -8.927083;
    Float64 geospatial_lon_min -8.927083;
    String geospatial_lon_units "degrees_east";
    Int32 geospatial_vertical_max 191;
    Int32 geospatial_vertical_min 188;
    String history 
"subsurface mooring
2025-01-15T08:54:59Z (local files)
2025-01-15T08:54:59Z https://erddap.emso.eu/tabledap/IBMA-CSV_EGIM_DO_D01_20220531_to_20221006_v002.das";
    String infoUrl "https://www.ipma.pt/";
    String insitution_ror_uri "https://ror.org/01sp7nd78; https://ror.org/00me37y22";
    String institution "Portuguese Institute for Sea and Atmosphere(IPMA), Algarve Centre of Marine Sciences (CCMAR)";
    String institution_edmo_code "3288; 2516";
    String institution_edmo_uri "https://edmo.seadatanet.org/report/3288; https://edmo.seadatanet.org/report/2516";
    String keywords "cape, chemistry, cndc, column, concentration, conductivity, data, dissolved, dissolved o2, doxy, DOXY_QC, earth, Earth Science > Oceans > Ocean Chemistry > Oxygen, egim, electrical, flag, fractional, fractional_saturation_of_oxygen_in_sea_water, latitude, longitude, material, mole, mole_concentration_of_dissolved_molecular_oxygen_in_sea_water, molecular, O2, ocean, oceans, osat, OSAT_QC, oxygen, parameters, particulate, POSITION_QC, psal, quality, sagres, salinity, saturation, science, sea, seadatanet, seawater, sensor, sound, suspended, svel, TEMP, TEMP_QC, temperature, temperature_of_sensor_for_oxygen_in_sea_water, time, tsed, until, velocity, vincent, water, wc_cond, wc_o2, wc_sal, wc_soundvel, wc_spm, wc_temp";
    String keywords_vocabulary "GCMD Science Keywords";
    String license "CC-BY-4.0";
    String license_uri "https://spdx.org/licenses/CC-BY-4.0";
    String network "EMSO-ERIC";
    Float64 Northernmost_Northing 36.84549;
    String platform_code "EGIM";
    String principal_investigator "Paulo Relvas";
    String principal_investigator_email "prelvas@ualg.pt";
    String project "EMSO-PT";
    String site_code "IbMa-CSV";
    String source "subsurface mooring";
    String sourceUrl "(local files)";
    Float64 Southernmost_Northing 36.84549;
    String standard_name_vocabulary "CF Standard Name Table v70";
    String subsetVariables "POSITION_QC, latitude, longitude, OSAT_QC, DOXY_QC, TEMP_QC";
    String summary "The dataset contains water column (bottom) parameters acquired through set of sensors mounted on a fixe platform (EGIM): Aanderaa 4831dw (optical dissolved oxygen). Sampling period is:15 minutes. Measured channels: Temperature, Dissolved O2 concentration.Derived channels: Dissolved O2 saturation";
    String time_coverage_end "2022-10-06T14:30:01Z";
    String time_coverage_start "2022-05-31T23:15:01Z";
    String title "EGIM Aanderaa Oxygen Data at 200m Jun-Oct 2022 in front of Cape St. Vincent, Sagres, PT";
    String update_interval "void";
    Float64 Westernmost_Easting -8.927083;
  }
}

 

Using tabledap to Request Data and Graphs from Tabular Datasets

tabledap lets you request a data subset, a graph, or a map from a tabular dataset (for example, buoy data), via a specially formed URL. tabledap uses the OPeNDAP (external link) Data Access Protocol (DAP) (external link) and its selection constraints (external link).

The URL specifies what you want: the dataset, a description of the graph or the subset of the data, and the file type for the response.

Tabledap request URLs must be in the form
https://coastwatch.pfeg.noaa.gov/erddap/tabledap/datasetID.fileType{?query}
For example,
https://coastwatch.pfeg.noaa.gov/erddap/tabledap/pmelTaoDySst.htmlTable?longitude,latitude,time,station,wmo_platform_code,T_25&time>=2015-05-23T12:00:00Z&time<=2015-05-31T12:00:00Z
Thus, the query is often a comma-separated list of desired variable names, followed by a collection of constraints (e.g., variable<value), each preceded by '&' (which is interpreted as "AND").

For details, see the tabledap Documentation.


 
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