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Dataset Title:  IOOS Glider - Sustained Underwater Glider Observations for Improving Atlantic
Tropical Cyclone Intensity Forecasts - SG664-20200714T1238
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Institution:  National Oceanic and Atmospheric Administration (NOAA) / Atlantic Oceanographic and Meteorological Laboratory (AOML), and Integrated Ocean Observing System (IOOS) / Caribbean Regional Association for Coastal Ocean Observing (CARICOOS)   (Dataset ID: ioos-gliderdac-SG664-20200714T1238)
Information:  Summary ? | License ? | FGDC | ISO 19115 | Metadata | Background (external link) | Subset | Make a graph
 
Variable ?   Optional
Constraint #1 ?
Optional
Constraint #2 ?
   Minimum ?
   or a List of Values ?
   Maximum ?
 
 conductivity (S.m-1) ?          3.433941    6.035668
 conductivity_qc (conductivity Quality Flag) ?          1    8
 density (Sea Water Density, kg.m-3) ?          1021.032    1027.522
 density_qc (density Quality Flag) ?          0    0
 depth (m) ?          -0.5005415    905.5173
  < slider >
 depth_qc (depth Quality Flag) ?          0    0
 instrument_ctd (CTD Metadata, 1) ?              
 lat_qc (latitude Quality Flag) ?          0    0
 lat_uv (degrees_north) ?          15.485521094166511    17.871634946237144
 lat_uv_qc (lat_uv Quality Flag) ?          0    0
 latitude (Profile Latitude, degrees_north) ?      
   - +  ?
  < slider >
 lon_qc (longitude Quality Flag) ?          0    0
 lon_uv (degrees_east) ?          -67.76612615849628    -66.61306747624208
 lon_uv_qc (lon_uv Quality Flag) ?          0    0
 longitude (Profile Longitude, degrees_east) ?      
   - +  ?
  < slider >
 platform_meta (Platform Metadata, 1) ?          0    0
 precise_lat (Precise Latitude, degrees_north) ?          15.483415138793202    17.872566855461475
 precise_lon (Precise Longitude, degrees_east) ?          -67.77009013511578    -66.61219493626464
 precise_time (UTC) ?          2020-07-14T12:38:34Z    2020-10-29T09:55:44Z
 pressure (Sea Water Pressure, decibars) ?          -0.2717642    912.9967
 pressure_qc (pressure Quality Flag) ?          0    0
 profile_id ?      
   - +  ?
 profile_lat_qc (profile_lat Quality Flag) ?          0    0
 profile_lon_qc (profile_lon Quality Flag) ?          0    0
 profile_time_qc (profile_time Quality Flag) ?          0    0
 qartod_conductivity_flat_line_flag (1) ?          1    3
 qartod_conductivity_gross_range_flag (1) ?          1    3
 qartod_conductivity_primary_flag (1) ?          1    3
 qartod_conductivity_rate_of_change_flag (1) ?          1    1
 qartod_conductivity_spike_flag (1) ?          1    2
 qartod_density_flat_line_flag (1) ?          1    3
 qartod_density_gross_range_flag (1) ?          1    1
 qartod_density_primary_flag (1) ?          1    3
 qartod_density_rate_of_change_flag (1) ?          1    1
 qartod_density_spike_flag (1) ?          1    2
 qartod_location_test_flag (1) ?              
 qartod_pressure_flat_line_flag (1) ?          1    1
 qartod_pressure_gross_range_flag (1) ?          1    4
 qartod_pressure_primary_flag (1) ?          1    4
 qartod_pressure_rate_of_change_flag (1) ?          1    1
 qartod_pressure_spike_flag (1) ?          1    2
 qartod_salinity_flat_line_flag (1) ?          1    3
 qartod_salinity_gross_range_flag (1) ?          1    1
 qartod_salinity_primary_flag (1) ?          1    4
 qartod_salinity_rate_of_change_flag (1) ?          1    3
 qartod_salinity_spike_flag (1) ?          1    4
 qartod_temperature_flat_line_flag (1) ?          1    1
 qartod_temperature_gross_range_flag (1) ?          1    1
 qartod_temperature_primary_flag (1) ?          1    1
 qartod_temperature_rate_of_change_flag (1) ?          1    1
 qartod_temperature_spike_flag (1) ?          1    2
 rowSize ?              
 salinity (1e-3) ?          33.7361    37.44682
 salinity_qc (salinity Quality Flag) ?          1    8
 temperature (degree_Celsius) ?          5.635177    31.06022
 temperature_qc (temperature Quality Flag) ?          1    8
 time (Profile Time, UTC) ?      
   - +  ?
  < slider >
 time_qc (time Quality Flag) ?          0    0
 time_uv (Depth-averaged Time, UTC) ?          2020-07-14T12:42:12Z    2020-10-29T09:42:37Z
 time_uv_qc (time_uv Quality Flag) ?          0    0
 trajectory (Trajectory Name) ?      
   - +  ?
 trajectoryIndex ?              
 u (m s-1) ?          -0.1830798849039271    0.09298430046004547
 u_qc (u Quality Flag) ?          3    4
 v (m s-1) ?          -0.12080304133899714    0.18079662772240543
 v_qc (v Quality Flag) ?          3    4
 wmo_id ?      
   - +  ?
 
Server-side Functions ?
 distinct() ?
? ("Hover here to see a list of options. Click on an option to select it.Hover here to see a list of options. Click on an option to select it.Hover here to see a list of options. Click on an option to select it.Hover here to see a list of options. Click on an option to select it.Hover here to see a list of options. Click on an option to select it.")

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The Dataset Attribute Structure (.das) for this Dataset

Attributes {
 s {
  conductivity {
    Float32 _FillValue NaN;
    Float32 actual_range 3.433941, 6.035668;
    String ancillary_variables "conductivity_qc qartod_conductivity_flat_line_flag qartod_conductivity_gross_range_flag qartod_conductivity_rate_of_change_flag qartod_conductivity_spike_flag qartod_conductivity_primary_flag qartod_conductivity_flat_line_flag qartod_conductivity_gross_range_flag qartod_conductivity_rate_of_change_flag qartod_conductivity_spike_flag qartod_conductivity_primary_flag qartod_conductivity_flat_line_flag qartod_conductivity_gross_range_flag qartod_conductivity_rate_of_change_flag qartod_conductivity_spike_flag qartod_conductivity_primary_flag";
    Float64 colorBarMaximum 9.0;
    Float64 colorBarMinimum 0.0;
    String comment "Conductivity corrected for anomalies";
    String coordinates "time latitude longitude depth";
    String instrument "instrument_ctd";
    String ioos_category "Salinity";
    String long_name "Sea Water Electrical Conductivity";
    String non_null_count "588932";
    String observation_type "measured";
    String parameter_id "49";
    String platform "glider";
    String standard_name "sea_water_electrical_conductivity";
    String unit_id "67";
    String units "S.m-1";
    Float32 valid_max 10.0;
    Float32 valid_min 0.0;
  }
  conductivity_qc {
    Byte _FillValue -127;
    String _Unsigned "false";
    Byte actual_range 1, 8;
    String coordinates "time latitude longitude depth";
    String flag_meanings "no_qc_performed good_data probably_good_data bad_data_that_are_potentially_correctable bad_data value_changed not_used not_used interpolated_value missing_value";
    String flag_values "[0, 1, 2, 3, 4, 5, 6, 7, 8, 9]";
    String ioos_category "Other";
    String long_name "conductivity Quality Flag";
    String non_null_count "602584";
    String standard_name "sea_water_electrical_conductivity status_flag";
    Byte valid_max 9;
    Byte valid_min 0;
  }
  density {
    Float32 _FillValue NaN;
    Float32 actual_range 1021.032, 1027.522;
    String ancillary_variables "density_qc qartod_density_flat_line_flag qartod_density_gross_range_flag qartod_density_rate_of_change_flag qartod_density_spike_flag qartod_density_primary_flag qartod_density_flat_line_flag qartod_density_gross_range_flag qartod_density_rate_of_change_flag qartod_density_spike_flag qartod_density_primary_flag qartod_density_flat_line_flag qartod_density_gross_range_flag qartod_density_rate_of_change_flag qartod_density_spike_flag qartod_density_primary_flag";
    Float64 colorBarMaximum 1032.0;
    Float64 colorBarMinimum 1020.0;
    String comment "Sea water potential density";
    String coordinates "time latitude longitude depth";
    String instrument "instrument_ctd";
    String ioos_category "Other";
    String long_name "Sea Water Density";
    String non_null_count "588089";
    String observation_type "calculated";
    String parameter_id "204";
    String platform "glider";
    String standard_name "sea_water_density";
    String unit_id "17";
    String units "kg.m-3";
    Float32 valid_max 1040.0;
    Float32 valid_min 1015.0;
  }
  density_qc {
    Byte _FillValue -127;
    String _Unsigned "false";
    Byte actual_range 0, 0;
    String coordinates "time latitude longitude depth";
    String flag_meanings "no_qc_performed good_data probably_good_data bad_data_that_are_potentially_correctable bad_data value_changed not_used not_used interpolated_value missing_value";
    String flag_values "[0, 1, 2, 3, 4, 5, 6, 7, 8, 9]";
    String ioos_category "Other";
    String long_name "density Quality Flag";
    String non_null_count "602584";
    String standard_name "sea_water_density status_flag";
    Byte valid_max 9;
    Byte valid_min 0;
  }
  depth {
    String _CoordinateAxisType "Height";
    String _CoordinateZisPositive "down";
    Float32 _FillValue NaN;
    Float32 actual_range -0.5005415, 905.5173;
    String ancillary_variables "depth_qc";
    String axis "Z";
    Float64 colorBarMaximum 2000.0;
    Float64 colorBarMinimum 0.0;
    String colorBarPalette "OceanDepth";
    String comment "Depth below the surface, corrected for average latitude";
    String instrument "instrument_ctd";
    String ioos_category "Location";
    String long_name "Depth";
    String non_null_count "602584";
    String observation_type "calculated";
    String platform "glider";
    String positive "down";
    String reference_datum "sea-surface";
    String standard_name "depth";
    String units "m";
    Float32 valid_max 2000.0;
    Float32 valid_min 0.0;
  }
  depth_qc {
    Byte _FillValue -127;
    String _Unsigned "false";
    Byte actual_range 0, 0;
    String coordinates "time latitude longitude depth";
    String flag_meanings "no_qc_performed good_data probably_good_data bad_data_that_are_potentially_correctable bad_data value_changed not_used not_used interpolated_value missing_value";
    String flag_values "[0, 1, 2, 3, 4, 5, 6, 7, 8, 9]";
    String ioos_category "Other";
    String long_name "depth Quality Flag";
    String non_null_count "602584";
    String standard_name "depth status_flag";
    Byte valid_max 9;
    Byte valid_min 0;
  }
  instrument_ctd {
    String _Unsigned "false";
    String calibration_date "2020-03-03T00:00:00Z";
    String comment "CTD";
    String coordinates "time latitude longitude depth";
    String ioos_category "Identifier";
    String long_name "CTD Metadata";
    String make_model "Seabird SBE41";
    String non_null_count "602584";
    String platform "glider";
    String serial_number "0338";
    String type "thermosalinograph";
    String units "1";
  }
  lat_qc {
    Byte _FillValue -127;
    String _Unsigned "false";
    Byte actual_range 0, 0;
    String coordinates "time latitude longitude depth";
    String flag_meanings "no_qc_performed good_data probably_good_data bad_data_that_are_potentially_correctable bad_data value_changed not_used not_used interpolated_value missing_value";
    String flag_values "[0, 1, 2, 3, 4, 5, 6, 7, 8, 9]";
    String ioos_category "Other";
    String long_name "latitude Quality Flag";
    String non_null_count "602584";
    String standard_name "latitude status_flag";
    Byte valid_max 9;
    Byte valid_min 0;
  }
  lat_uv {
    Float64 _FillValue NaN;
    Float64 actual_range 15.485521094166511, 17.871634946237144;
    Float64 colorBarMaximum 90.0;
    Float64 colorBarMinimum -90.0;
    String comment "The depth-averaged current is an estimate of the net current measured while the glider is underwater. The value is calculated over the entire underwater segment, which may consist of 1 or more dives.";
    String ioos_category "Location";
    String long_name "Depth-averaged Latitude";
    String non_null_count "602584";
    String observation_type "calculated";
    String platform "glider";
    String standard_name "latitude";
    String units "degrees_north";
    Float64 valid_max 90.0;
    Float64 valid_min -90.0;
  }
  lat_uv_qc {
    Byte _FillValue -127;
    String _Unsigned "false";
    Byte actual_range 0, 0;
    String coordinates "time latitude longitude depth";
    String flag_meanings "no_qc_performed good_data probably_good_data bad_data_that_are_potentially_correctable bad_data value_changed not_used not_used interpolated_value missing_value";
    String flag_values "[0, 1, 2, 3, 4, 5, 6, 7, 8, 9]";
    String ioos_category "Other";
    String long_name "lat_uv Quality Flag";
    String non_null_count "602584";
    String standard_name "latitude status_flag";
    Byte valid_max 9;
    Byte valid_min 0;
  }
  latitude {
    String _CoordinateAxisType "Lat";
    Float64 _FillValue NaN;
    Float64 actual_range 15.485521094166511, 17.871634946237144;
    String axis "Y";
    Float64 colorBarMaximum 90.0;
    Float64 colorBarMinimum -90.0;
    String comment "Value is interpolated to provide an estimate of the latitude at the mid-point of the profile.";
    String ioos_category "Location";
    String long_name "Profile Latitude";
    String non_null_count "602584";
    String observation_type "calculated";
    String platform "glider";
    String standard_name "latitude";
    String units "degrees_north";
    Float64 valid_max 90.0;
    Float64 valid_min -90.0;
  }
  lon_qc {
    Byte _FillValue -127;
    String _Unsigned "false";
    Byte actual_range 0, 0;
    String coordinates "time latitude longitude depth";
    String flag_meanings "no_qc_performed good_data probably_good_data bad_data_that_are_potentially_correctable bad_data value_changed not_used not_used interpolated_value missing_value";
    String flag_values "[0, 1, 2, 3, 4, 5, 6, 7, 8, 9]";
    String ioos_category "Other";
    String long_name "longitude Quality Flag";
    String non_null_count "602584";
    String standard_name "longitude status_flag";
    Byte valid_max 9;
    Byte valid_min 0;
  }
  lon_uv {
    Float64 _FillValue NaN;
    Float64 actual_range -67.76612615849628, -66.61306747624208;
    Float64 colorBarMaximum 180.0;
    Float64 colorBarMinimum -180.0;
    String comment "The depth-averaged current is an estimate of the net current measured while the glider is underwater. The value is calculated over the entire underwater segment, which may consist of 1 or more dives.";
    String ioos_category "Location";
    String long_name "Depth-averaged Longitude";
    String non_null_count "602584";
    String observation_type "calculated";
    String platform "glider";
    String standard_name "longitude";
    String units "degrees_east";
    Float64 valid_max 180.0;
    Float64 valid_min -180.0;
  }
  lon_uv_qc {
    Byte _FillValue -127;
    String _Unsigned "false";
    Byte actual_range 0, 0;
    String coordinates "time latitude longitude depth";
    String flag_meanings "no_qc_performed good_data probably_good_data bad_data_that_are_potentially_correctable bad_data value_changed not_used not_used interpolated_value missing_value";
    String flag_values "[0, 1, 2, 3, 4, 5, 6, 7, 8, 9]";
    String ioos_category "Other";
    String long_name "lon_uv Quality Flag";
    String non_null_count "602584";
    String standard_name "longitude status_flag";
    Byte valid_max 9;
    Byte valid_min 0;
  }
  longitude {
    String _CoordinateAxisType "Lon";
    Float64 _FillValue NaN;
    Float64 actual_range -67.76612615849628, -66.61306747624208;
    String axis "X";
    Float64 colorBarMaximum 180.0;
    Float64 colorBarMinimum -180.0;
    String comment "Value is interpolated to provide an estimate of the longitude at the mid-point of the profile.";
    String ioos_category "Location";
    String long_name "Profile Longitude";
    String non_null_count "602584";
    String observation_type "calculated";
    String platform "glider";
    String standard_name "longitude";
    String units "degrees_east";
    Float64 valid_max 180.0;
    Float64 valid_min -180.0;
  }
  platform_meta {
    Byte _FillValue 127;
    String _Unsigned "false";
    Byte actual_range 0, 0;
    String comment "Seaglider SG664";
    String coordinates "time latitude longitude depth";
    String id "SG664";
    String instrument "instrument_ctd";
    String ioos_category "Identifier";
    String long_name "Platform Metadata";
    String non_null_count "602584";
    String type "glider";
    String units "1";
    String wmo_id "4802948";
  }
  precise_lat {
    Float64 _FillValue NaN;
    Float64 actual_range 15.483415138793202, 17.872566855461475;
    String ancillary_variables "lat_qc";
    Float64 colorBarMaximum 90.0;
    Float64 colorBarMinimum -90.0;
    String comment "Interpolated latitude at each point in the time-series";
    String coordinate_reference_frame "urn:ogc:crs:EPSG::4326";
    String coordinates "time latitude longitude depth";
    String ioos_category "Location";
    String long_name "Precise Latitude";
    String non_null_count "0";
    String observation_type "measured";
    String platform "glider";
    String reference "WGS84";
    String standard_name "latitude";
    String units "degrees_north";
    Float64 valid_max 90.0;
    Float64 valid_min -90.0;
  }
  precise_lon {
    Float64 _FillValue NaN;
    Float64 actual_range -67.77009013511578, -66.61219493626464;
    String ancillary_variables "lon_qc";
    Float64 colorBarMaximum 180.0;
    Float64 colorBarMinimum -180.0;
    String comment "Interpolated longitude at each point in the time-series";
    String coordinate_reference_frame "urn:ogc:crs:EPSG::4326";
    String coordinates "time latitude longitude depth";
    String ioos_category "Location";
    String long_name "Precise Longitude";
    String non_null_count "0";
    String observation_type "measured";
    String platform "glider";
    String reference "WGS84";
    String standard_name "longitude";
    String units "degrees_east";
    Float64 valid_max 180.0;
    Float64 valid_min -180.0;
  }
  precise_time {
    Float64 actual_range 1.594730314266e+9, 1.603965344052e+9;
    String ancillary_variables "time_qc";
    String calendar "gregorian";
    String comment "Timestamp at each point in the time-series";
    String coordinates "time latitude longitude depth";
    String ioos_category "Time";
    String long_name "Precise Time";
    String non_null_count "0";
    String observation_type "measured";
    String standard_name "time";
    String time_origin "01-JAN-1970 00:00:00";
    String units "seconds since 1970-01-01T00:00:00Z";
  }
  pressure {
    Float32 _FillValue NaN;
    Float32 actual_range -0.2717642, 912.9967;
    String ancillary_variables "pressure_qc qartod_pressure_flat_line_flag qartod_pressure_gross_range_flag qartod_pressure_rate_of_change_flag qartod_pressure_spike_flag qartod_pressure_primary_flag qartod_pressure_flat_line_flag qartod_pressure_gross_range_flag qartod_pressure_rate_of_change_flag qartod_pressure_spike_flag qartod_pressure_primary_flag qartod_pressure_flat_line_flag qartod_pressure_gross_range_flag qartod_pressure_rate_of_change_flag qartod_pressure_spike_flag qartod_pressure_primary_flag";
    Float64 colorBarMaximum 2000.0;
    Float64 colorBarMinimum 0.0;
    String comment "Uncorrected sea-water pressure";
    String coordinates "time latitude longitude depth";
    String instrument "instrument_ctd";
    String ioos_category "Pressure";
    String long_name "Sea Water Pressure";
    String non_null_count "602307";
    String observation_type "measured";
    String parameter_id "179";
    String platform "glider";
    String positive "down";
    String reference_datum "sea-surface";
    String standard_name "sea_water_pressure";
    String unit_id "54";
    String units "decibars";
    Float32 valid_max 2000.0;
    Float32 valid_min 0.0;
  }
  pressure_qc {
    Byte _FillValue -127;
    String _Unsigned "false";
    Byte actual_range 0, 0;
    String coordinates "time latitude longitude depth";
    String flag_meanings "no_qc_performed good_data probably_good_data bad_data_that_are_potentially_correctable bad_data value_changed not_used not_used interpolated_value missing_value";
    String flag_values "[0, 1, 2, 3, 4, 5, 6, 7, 8, 9]";
    String ioos_category "Other";
    String long_name "pressure Quality Flag";
    String non_null_count "602584";
    String standard_name "sea_water_pressure status_flag";
    Byte valid_max 9;
    Byte valid_min 0;
  }
  profile_id {
    Int32 _FillValue -999;
    Int32 actual_range 1, 1334;
    String cf_role "profile_id";
    String comment "Sequential profile number within the trajectory. This value is unique in each file that is part of a single trajectory/deployment.";
    String ioos_category "Identifier";
    String long_name "Profile ID";
    String non_null_count "602584";
    Int32 valid_max 1334;
    Int32 valid_min 1;
  }
  profile_lat_qc {
    Byte _FillValue -127;
    String _Unsigned "false";
    Byte actual_range 0, 0;
    String coordinates "time latitude longitude depth";
    String flag_meanings "no_qc_performed good_data probably_good_data bad_data_that_are_potentially_correctable bad_data value_changed not_used not_used interpolated_value missing_value";
    String flag_values "[0, 1, 2, 3, 4, 5, 6, 7, 8, 9]";
    String ioos_category "Other";
    String long_name "profile_lat Quality Flag";
    String non_null_count "602584";
    String standard_name "latitude status_flag";
    Byte valid_max 9;
    Byte valid_min 0;
  }
  profile_lon_qc {
    Byte _FillValue -127;
    String _Unsigned "false";
    Byte actual_range 0, 0;
    String coordinates "time latitude longitude depth";
    String flag_meanings "no_qc_performed good_data probably_good_data bad_data_that_are_potentially_correctable bad_data value_changed not_used not_used interpolated_value missing_value";
    String flag_values "[0, 1, 2, 3, 4, 5, 6, 7, 8, 9]";
    String ioos_category "Other";
    String long_name "profile_lon Quality Flag";
    String non_null_count "602584";
    String standard_name "longitude status_flag";
    Byte valid_max 9;
    Byte valid_min 0;
  }
  profile_time_qc {
    Byte _FillValue -127;
    String _Unsigned "false";
    Byte actual_range 0, 0;
    String coordinates "time latitude longitude depth";
    String flag_meanings "no_qc_performed good_data probably_good_data bad_data_that_are_potentially_correctable bad_data value_changed not_used not_used interpolated_value missing_value";
    String flag_values "[0, 1, 2, 3, 4, 5, 6, 7, 8, 9]";
    String ioos_category "Other";
    String long_name "profile_time Quality Flag";
    String non_null_count "602584";
    String standard_name "time status_flag";
    Byte valid_max 9;
    Byte valid_min 0;
  }
  qartod_conductivity_flat_line_flag {
    Byte _FillValue 9;
    String _Unsigned "false";
    Byte actual_range 1, 3;
    String coordinates "time latitude longitude depth";
    String dac_comment "ioos_qartod";
    String flag_meanings "PASS NOT_EVALUATED SUSPECT FAIL MISSING";
    String flag_values "[1, 2, 3, 4, 9]";
    String ioos_category "Other";
    String long_name "QARTOD Flat Line Test for sea_water_electrical_conductivity";
    String non_null_count "588932";
    String qartod_config "{'tolerance': 1, 'suspect_threshold': 3600, 'fail_threshold': 9000}";
    String qartod_package "https://github.com/ioos/ioos_qc/blob/main/ioos_qc/qartod.py";
    String qartod_test "'flat_line_test'";
    String references "http://gliders.ioos.us/static/pdf/Manual-for-QC-of-Glider-Data_05_09_16.pdf";
    String standard_name "flat_line_test_quality_flag";
    String units "1";
    Byte valid_max 9;
    Byte valid_min 1;
  }
  qartod_conductivity_gross_range_flag {
    Byte _FillValue 9;
    String _Unsigned "false";
    Byte actual_range 1, 3;
    String coordinates "time latitude longitude depth";
    String dac_comment "ioos_qartod";
    String flag_meanings "PASS NOT_EVALUATED SUSPECT FAIL MISSING";
    String flag_values "[1, 2, 3, 4, 9]";
    String ioos_category "Other";
    String long_name "QARTOD Gross Range Test for sea_water_electrical_conductivity";
    String non_null_count "588932";
    String qartod_config "{'suspect_span': [0, 6], 'fail_span': [0, 9]}";
    String qartod_package "https://github.com/ioos/ioos_qc/blob/main/ioos_qc/qartod.py";
    String qartod_test "'gross_range_test'";
    String references "http://gliders.ioos.us/static/pdf/Manual-for-QC-of-Glider-Data_05_09_16.pdf";
    String standard_name "gross_range_test_quality_flag";
    String units "1";
    Byte valid_max 9;
    Byte valid_min 1;
  }
  qartod_conductivity_primary_flag {
    Byte _FillValue 9;
    String _Unsigned "false";
    Byte actual_range 1, 3;
    String coordinates "time latitude longitude depth";
    String dac_comment "ioos_qartod";
    String flag_meanings "PASS NOT_EVALUATED SUSPECT FAIL MISSING";
    String flag_values "[1, 2, 3, 4, 9]";
    String ioos_category "Other";
    String long_name "QARTOD Primary Flag for sea_water_electrical_conductivity";
    String non_null_count "588932";
    String qartod_config "{'gross_range_test': {'suspect_span': [0, 6], 'fail_span': [0, 9]}, 'spike_test': {'suspect_threshold': 0.7902814000758405, 'fail_threshold': 1.580562800151681}, 'rate_of_change_test': {'threshold': 0.1580562800151681}, 'flat_line_test': {'tolerance': 1, 'suspect_threshold': 3600, 'fail_threshold': 9000}}";
    String qartod_package "https://github.com/ioos/ioos_qc/blob/main/ioos_qc/qartod.py";
    String qartod_test "'qc_rollup'";
    String references "http://gliders.ioos.us/static/pdf/Manual-for-QC-of-Glider-Data_05_09_16.pdf";
    String standard_name "aggregate_quality_flag";
    String units "1";
    Byte valid_max 9;
    Byte valid_min 1;
  }
  qartod_conductivity_rate_of_change_flag {
    Byte _FillValue 9;
    String _Unsigned "false";
    Byte actual_range 1, 1;
    String coordinates "time latitude longitude depth";
    String dac_comment "ioos_qartod";
    String flag_meanings "PASS NOT_EVALUATED SUSPECT FAIL MISSING";
    String flag_values "[1, 2, 3, 4, 9]";
    String ioos_category "Other";
    String long_name "QARTOD Rate of Change Test for sea_water_electrical_conductivity";
    String non_null_count "588932";
    String qartod_config "{'threshold': 0.1580562800151681}";
    String qartod_package "https://github.com/ioos/ioos_qc/blob/main/ioos_qc/qartod.py";
    String qartod_test "'rate_of_change_test'";
    String references "http://gliders.ioos.us/static/pdf/Manual-for-QC-of-Glider-Data_05_09_16.pdf";
    String standard_name "rate_of_change_test_quality_flag";
    String units "1";
    Byte valid_max 9;
    Byte valid_min 1;
  }
  qartod_conductivity_spike_flag {
    Byte _FillValue 9;
    String _Unsigned "false";
    Byte actual_range 1, 2;
    String coordinates "time latitude longitude depth";
    String dac_comment "ioos_qartod";
    String flag_meanings "PASS NOT_EVALUATED SUSPECT FAIL MISSING";
    String flag_values "[1, 2, 3, 4, 9]";
    String ioos_category "Other";
    String long_name "QARTOD Spike Test for sea_water_electrical_conductivity";
    String non_null_count "586611";
    String qartod_config "{'suspect_threshold': 0.7902814000758405, 'fail_threshold': 1.580562800151681}";
    String qartod_package "https://github.com/ioos/ioos_qc/blob/main/ioos_qc/qartod.py";
    String qartod_test "'spike_test'";
    String references "http://gliders.ioos.us/static/pdf/Manual-for-QC-of-Glider-Data_05_09_16.pdf";
    String standard_name "spike_test_quality_flag";
    String units "1";
    Byte valid_max 9;
    Byte valid_min 1;
  }
  qartod_density_flat_line_flag {
    Byte _FillValue 9;
    String _Unsigned "false";
    Byte actual_range 1, 3;
    String coordinates "time latitude longitude depth";
    String dac_comment "ioos_qartod";
    String flag_meanings "PASS NOT_EVALUATED SUSPECT FAIL MISSING";
    String flag_values "[1, 2, 3, 4, 9]";
    String ioos_category "Other";
    String long_name "QARTOD Flat Line Test for sea_water_density";
    String non_null_count "588089";
    String qartod_config "{'tolerance': 1, 'suspect_threshold': 3600, 'fail_threshold': 9000}";
    String qartod_package "https://github.com/ioos/ioos_qc/blob/main/ioos_qc/qartod.py";
    String qartod_test "'flat_line_test'";
    String references "http://gliders.ioos.us/static/pdf/Manual-for-QC-of-Glider-Data_05_09_16.pdf";
    String standard_name "flat_line_test_quality_flag";
    String units "1";
    Byte valid_max 9;
    Byte valid_min 1;
  }
  qartod_density_gross_range_flag {
    Byte _FillValue 9;
    String _Unsigned "false";
    Byte actual_range 1, 1;
    String coordinates "time latitude longitude depth";
    String dac_comment "ioos_qartod";
    String flag_meanings "PASS NOT_EVALUATED SUSPECT FAIL MISSING";
    String flag_values "[1, 2, 3, 4, 9]";
    String ioos_category "Other";
    String long_name "QARTOD Gross Range Test for sea_water_density";
    String non_null_count "588089";
    String qartod_config "{'fail_span': [1000, 1100]}";
    String qartod_package "https://github.com/ioos/ioos_qc/blob/main/ioos_qc/qartod.py";
    String qartod_test "'gross_range_test'";
    String references "http://gliders.ioos.us/static/pdf/Manual-for-QC-of-Glider-Data_05_09_16.pdf";
    String standard_name "gross_range_test_quality_flag";
    String units "1";
    Byte valid_max 9;
    Byte valid_min 1;
  }
  qartod_density_primary_flag {
    Byte _FillValue 9;
    String _Unsigned "false";
    Byte actual_range 1, 3;
    String coordinates "time latitude longitude depth";
    String dac_comment "ioos_qartod";
    String flag_meanings "PASS NOT_EVALUATED SUSPECT FAIL MISSING";
    String flag_values "[1, 2, 3, 4, 9]";
    String ioos_category "Other";
    String long_name "QARTOD Primary Flag for sea_water_density";
    String non_null_count "588089";
    String qartod_config "{'gross_range_test': {'fail_span': [1000, 1100]}, 'spike_test': {'suspect_threshold': 1.2035414723694375, 'fail_threshold': 2.407082944738875}, 'rate_of_change_test': {'threshold': 0.24070829447388753}, 'flat_line_test': {'tolerance': 1, 'suspect_threshold': 3600, 'fail_threshold': 9000}}";
    String qartod_package "https://github.com/ioos/ioos_qc/blob/main/ioos_qc/qartod.py";
    String qartod_test "'qc_rollup'";
    String references "http://gliders.ioos.us/static/pdf/Manual-for-QC-of-Glider-Data_05_09_16.pdf";
    String standard_name "aggregate_quality_flag";
    String units "1";
    Byte valid_max 9;
    Byte valid_min 1;
  }
  qartod_density_rate_of_change_flag {
    Byte _FillValue 9;
    String _Unsigned "false";
    Byte actual_range 1, 1;
    String coordinates "time latitude longitude depth";
    String dac_comment "ioos_qartod";
    String flag_meanings "PASS NOT_EVALUATED SUSPECT FAIL MISSING";
    String flag_values "[1, 2, 3, 4, 9]";
    String ioos_category "Other";
    String long_name "QARTOD Rate of Change Test for sea_water_density";
    String non_null_count "588089";
    String qartod_config "{'threshold': 0.24070829447388753}";
    String qartod_package "https://github.com/ioos/ioos_qc/blob/main/ioos_qc/qartod.py";
    String qartod_test "'rate_of_change_test'";
    String references "http://gliders.ioos.us/static/pdf/Manual-for-QC-of-Glider-Data_05_09_16.pdf";
    String standard_name "rate_of_change_test_quality_flag";
    String units "1";
    Byte valid_max 9;
    Byte valid_min 1;
  }
  qartod_density_spike_flag {
    Byte _FillValue 9;
    String _Unsigned "false";
    Byte actual_range 1, 2;
    String coordinates "time latitude longitude depth";
    String dac_comment "ioos_qartod";
    String flag_meanings "PASS NOT_EVALUATED SUSPECT FAIL MISSING";
    String flag_values "[1, 2, 3, 4, 9]";
    String ioos_category "Other";
    String long_name "QARTOD Spike Test for sea_water_density";
    String non_null_count "585219";
    String qartod_config "{'suspect_threshold': 1.2035414723694375, 'fail_threshold': 2.407082944738875}";
    String qartod_package "https://github.com/ioos/ioos_qc/blob/main/ioos_qc/qartod.py";
    String qartod_test "'spike_test'";
    String references "http://gliders.ioos.us/static/pdf/Manual-for-QC-of-Glider-Data_05_09_16.pdf";
    String standard_name "spike_test_quality_flag";
    String units "1";
    Byte valid_max 9;
    Byte valid_min 1;
  }
  qartod_location_test_flag {
    Byte _FillValue 2;
    String _Unsigned "false";
    String coordinates "time latitude longitude depth";
    String dac_comment "QARTOD TESTS NOT RUN";
    String flag_meanings "PASS NOT_EVALUATED SUSPECT FAIL MISSING";
    String flag_values "[1, 2, 3, 4, 9]";
    String ioos_category "Quality";
    String long_name "QARTOD Location Test for longitude and latitude";
    String non_null_count "0";
    String references "https://gliders.ioos.us/files/Manual-for-QC-of-Glider-Data_05_09_16.pdf";
    String standard_name "location_test_quality_flag";
    String units "1";
    Byte valid_max 9;
    Byte valid_min 1;
  }
  qartod_pressure_flat_line_flag {
    Byte _FillValue 9;
    String _Unsigned "false";
    Byte actual_range 1, 1;
    String coordinates "time latitude longitude depth";
    String dac_comment "ioos_qartod";
    String flag_meanings "PASS NOT_EVALUATED SUSPECT FAIL MISSING";
    String flag_values "[1, 2, 3, 4, 9]";
    String ioos_category "Other";
    String long_name "QARTOD Flat Line Test for sea_water_pressure";
    String non_null_count "602584";
    String qartod_config "{'tolerance': 1, 'suspect_threshold': 3600, 'fail_threshold': 9000}";
    String qartod_package "https://github.com/ioos/ioos_qc/blob/main/ioos_qc/qartod.py";
    String qartod_test "'flat_line_test'";
    String references "http://gliders.ioos.us/static/pdf/Manual-for-QC-of-Glider-Data_05_09_16.pdf";
    String standard_name "flat_line_test_quality_flag";
    String units "1";
    Byte valid_max 9;
    Byte valid_min 1;
  }
  qartod_pressure_gross_range_flag {
    Byte _FillValue 9;
    String _Unsigned "false";
    Byte actual_range 1, 4;
    String coordinates "time latitude longitude depth";
    String dac_comment "ioos_qartod";
    String flag_meanings "PASS NOT_EVALUATED SUSPECT FAIL MISSING";
    String flag_values "[1, 2, 3, 4, 9]";
    String ioos_category "Other";
    String long_name "QARTOD Gross Range Test for sea_water_pressure";
    String non_null_count "602584";
    String qartod_config "{'suspect_span': [0, 1000], 'fail_span': [0, 6000]}";
    String qartod_package "https://github.com/ioos/ioos_qc/blob/main/ioos_qc/qartod.py";
    String qartod_test "'gross_range_test'";
    String references "http://gliders.ioos.us/static/pdf/Manual-for-QC-of-Glider-Data_05_09_16.pdf";
    String standard_name "gross_range_test_quality_flag";
    String units "1";
    Byte valid_max 9;
    Byte valid_min 1;
  }
  qartod_pressure_primary_flag {
    Byte _FillValue 9;
    String _Unsigned "false";
    Byte actual_range 1, 4;
    String coordinates "time latitude longitude depth";
    String dac_comment "ioos_qartod";
    String flag_meanings "PASS NOT_EVALUATED SUSPECT FAIL MISSING";
    String flag_values "[1, 2, 3, 4, 9]";
    String ioos_category "Other";
    String long_name "QARTOD Primary Flag for sea_water_pressure";
    String non_null_count "602584";
    String qartod_config "{'gross_range_test': {'suspect_span': [0, 1000], 'fail_span': [0, 6000]}, 'spike_test': {'suspect_threshold': 270.7628554661416, 'fail_threshold': 541.5257109322832}, 'rate_of_change_test': {'threshold': 54.15257109322832}, 'flat_line_test': {'tolerance': 1, 'suspect_threshold': 3600, 'fail_threshold': 9000}}";
    String qartod_package "https://github.com/ioos/ioos_qc/blob/main/ioos_qc/qartod.py";
    String qartod_test "'qc_rollup'";
    String references "http://gliders.ioos.us/static/pdf/Manual-for-QC-of-Glider-Data_05_09_16.pdf";
    String standard_name "aggregate_quality_flag";
    String units "1";
    Byte valid_max 9;
    Byte valid_min 1;
  }
  qartod_pressure_rate_of_change_flag {
    Byte _FillValue 9;
    String _Unsigned "false";
    Byte actual_range 1, 1;
    String coordinates "time latitude longitude depth";
    String dac_comment "ioos_qartod";
    String flag_meanings "PASS NOT_EVALUATED SUSPECT FAIL MISSING";
    String flag_values "[1, 2, 3, 4, 9]";
    String ioos_category "Other";
    String long_name "QARTOD Rate of Change Test for sea_water_pressure";
    String non_null_count "602584";
    String qartod_config "{'threshold': 54.15257109322832}";
    String qartod_package "https://github.com/ioos/ioos_qc/blob/main/ioos_qc/qartod.py";
    String qartod_test "'rate_of_change_test'";
    String references "http://gliders.ioos.us/static/pdf/Manual-for-QC-of-Glider-Data_05_09_16.pdf";
    String standard_name "rate_of_change_test_quality_flag";
    String units "1";
    Byte valid_max 9;
    Byte valid_min 1;
  }
  qartod_pressure_spike_flag {
    Byte _FillValue 9;
    String _Unsigned "false";
    Byte actual_range 1, 2;
    String coordinates "time latitude longitude depth";
    String dac_comment "ioos_qartod";
    String flag_meanings "PASS NOT_EVALUATED SUSPECT FAIL MISSING";
    String flag_values "[1, 2, 3, 4, 9]";
    String ioos_category "Other";
    String long_name "QARTOD Spike Test for sea_water_pressure";
    String non_null_count "602584";
    String qartod_config "{'suspect_threshold': 270.7628554661416, 'fail_threshold': 541.5257109322832}";
    String qartod_package "https://github.com/ioos/ioos_qc/blob/main/ioos_qc/qartod.py";
    String qartod_test "'spike_test'";
    String references "http://gliders.ioos.us/static/pdf/Manual-for-QC-of-Glider-Data_05_09_16.pdf";
    String standard_name "spike_test_quality_flag";
    String units "1";
    Byte valid_max 9;
    Byte valid_min 1;
  }
  qartod_salinity_flat_line_flag {
    Byte _FillValue 9;
    String _Unsigned "false";
    Byte actual_range 1, 3;
    String coordinates "time latitude longitude depth";
    String dac_comment "ioos_qartod";
    String flag_meanings "PASS NOT_EVALUATED SUSPECT FAIL MISSING";
    String flag_values "[1, 2, 3, 4, 9]";
    String ioos_category "Other";
    String long_name "QARTOD Flat Line Test for sea_water_practical_salinity";
    String non_null_count "586589";
    String qartod_config "{'tolerance': 1, 'suspect_threshold': 3600, 'fail_threshold': 9000}";
    String qartod_package "https://github.com/ioos/ioos_qc/blob/main/ioos_qc/qartod.py";
    String qartod_test "'flat_line_test'";
    String references "http://gliders.ioos.us/static/pdf/Manual-for-QC-of-Glider-Data_05_09_16.pdf";
    String standard_name "flat_line_test_quality_flag";
    String units "1";
    Byte valid_max 9;
    Byte valid_min 1;
  }
  qartod_salinity_gross_range_flag {
    Byte _FillValue 9;
    String _Unsigned "false";
    Byte actual_range 1, 1;
    String coordinates "time latitude longitude depth";
    String dac_comment "ioos_qartod";
    String flag_meanings "PASS NOT_EVALUATED SUSPECT FAIL MISSING";
    String flag_values "[1, 2, 3, 4, 9]";
    String ioos_category "Other";
    String long_name "QARTOD Gross Range Test for sea_water_practical_salinity";
    String non_null_count "586589";
    String qartod_config "{'fail_span': [0, 42], 'suspect_span': [10, 38]}";
    String qartod_package "https://github.com/ioos/ioos_qc/blob/main/ioos_qc/qartod.py";
    String qartod_test "'gross_range_test'";
    String references "http://gliders.ioos.us/static/pdf/Manual-for-QC-of-Glider-Data_05_09_16.pdf";
    String standard_name "gross_range_test_quality_flag";
    String units "1";
    Byte valid_max 9;
    Byte valid_min 1;
  }
  qartod_salinity_primary_flag {
    Byte _FillValue 9;
    String _Unsigned "false";
    Byte actual_range 1, 4;
    String coordinates "time latitude longitude depth";
    String dac_comment "ioos_qartod";
    String flag_meanings "PASS NOT_EVALUATED SUSPECT FAIL MISSING";
    String flag_values "[1, 2, 3, 4, 9]";
    String ioos_category "Other";
    String long_name "QARTOD Primary Flag for sea_water_practical_salinity";
    String non_null_count "586589";
    String qartod_config "{'gross_range_test': {'fail_span': [0, 42], 'suspect_span': [10, 38]}, 'spike_test': {'suspect_threshold': 0.0008490253763631017, 'fail_threshold': 0.0016980507527262034}, 'rate_of_change_test': {'threshold': 0.00016980507527262034}, 'flat_line_test': {'tolerance': 1, 'suspect_threshold': 3600, 'fail_threshold': 9000}}";
    String qartod_package "https://github.com/ioos/ioos_qc/blob/main/ioos_qc/qartod.py";
    String qartod_test "'qc_rollup'";
    String references "http://gliders.ioos.us/static/pdf/Manual-for-QC-of-Glider-Data_05_09_16.pdf";
    String standard_name "aggregate_quality_flag";
    String units "1";
    Byte valid_max 9;
    Byte valid_min 1;
  }
  qartod_salinity_rate_of_change_flag {
    Byte _FillValue 9;
    String _Unsigned "false";
    Byte actual_range 1, 3;
    String coordinates "time latitude longitude depth";
    String dac_comment "ioos_qartod";
    String flag_meanings "PASS NOT_EVALUATED SUSPECT FAIL MISSING";
    String flag_values "[1, 2, 3, 4, 9]";
    String ioos_category "Other";
    String long_name "QARTOD Rate of Change Test for sea_water_practical_salinity";
    String non_null_count "586589";
    String qartod_config "{'threshold': 0.00016980507527262034}";
    String qartod_package "https://github.com/ioos/ioos_qc/blob/main/ioos_qc/qartod.py";
    String qartod_test "'rate_of_change_test'";
    String references "http://gliders.ioos.us/static/pdf/Manual-for-QC-of-Glider-Data_05_09_16.pdf";
    String standard_name "rate_of_change_test_quality_flag";
    String units "1";
    Byte valid_max 9;
    Byte valid_min 1;
  }
  qartod_salinity_spike_flag {
    Byte _FillValue 9;
    String _Unsigned "false";
    Byte actual_range 1, 4;
    String coordinates "time latitude longitude depth";
    String dac_comment "ioos_qartod";
    String flag_meanings "PASS NOT_EVALUATED SUSPECT FAIL MISSING";
    String flag_values "[1, 2, 3, 4, 9]";
    String ioos_category "Other";
    String long_name "QARTOD Spike Test for sea_water_practical_salinity";
    String non_null_count "583422";
    String qartod_config "{'suspect_threshold': 0.0008490253763631017, 'fail_threshold': 0.0016980507527262034}";
    String qartod_package "https://github.com/ioos/ioos_qc/blob/main/ioos_qc/qartod.py";
    String qartod_test "'spike_test'";
    String references "http://gliders.ioos.us/static/pdf/Manual-for-QC-of-Glider-Data_05_09_16.pdf";
    String standard_name "spike_test_quality_flag";
    String units "1";
    Byte valid_max 9;
    Byte valid_min 1;
  }
  qartod_temperature_flat_line_flag {
    Byte _FillValue 9;
    String _Unsigned "false";
    Byte actual_range 1, 1;
    String coordinates "time latitude longitude depth";
    String dac_comment "ioos_qartod";
    String flag_meanings "PASS NOT_EVALUATED SUSPECT FAIL MISSING";
    String flag_values "[1, 2, 3, 4, 9]";
    String ioos_category "Other";
    String long_name "QARTOD Flat Line Test for sea_water_temperature";
    String non_null_count "602584";
    String qartod_config "{'tolerance': 1, 'suspect_threshold': 3600, 'fail_threshold': 9000}";
    String qartod_package "https://github.com/ioos/ioos_qc/blob/main/ioos_qc/qartod.py";
    String qartod_test "'flat_line_test'";
    String references "http://gliders.ioos.us/static/pdf/Manual-for-QC-of-Glider-Data_05_09_16.pdf";
    String standard_name "flat_line_test_quality_flag";
    String units "1";
    Byte valid_max 9;
    Byte valid_min 1;
  }
  qartod_temperature_gross_range_flag {
    Byte _FillValue 9;
    String _Unsigned "false";
    Byte actual_range 1, 1;
    String coordinates "time latitude longitude depth";
    String dac_comment "ioos_qartod";
    String flag_meanings "PASS NOT_EVALUATED SUSPECT FAIL MISSING";
    String flag_values "[1, 2, 3, 4, 9]";
    String ioos_category "Other";
    String long_name "QARTOD Gross Range Test for sea_water_temperature";
    String non_null_count "602584";
    String qartod_config "{'suspect_span': [0, 35], 'fail_span': [-2, 40]}";
    String qartod_package "https://github.com/ioos/ioos_qc/blob/main/ioos_qc/qartod.py";
    String qartod_test "'gross_range_test'";
    String references "http://gliders.ioos.us/static/pdf/Manual-for-QC-of-Glider-Data_05_09_16.pdf";
    String standard_name "gross_range_test_quality_flag";
    String units "1";
    Byte valid_max 9;
    Byte valid_min 1;
  }
  qartod_temperature_primary_flag {
    Byte _FillValue 9;
    String _Unsigned "false";
    Byte actual_range 1, 1;
    String coordinates "time latitude longitude depth";
    String dac_comment "ioos_qartod";
    String flag_meanings "PASS NOT_EVALUATED SUSPECT FAIL MISSING";
    String flag_values "[1, 2, 3, 4, 9]";
    String ioos_category "Other";
    String long_name "QARTOD Primary Flag for sea_water_temperature";
    String non_null_count "602584";
    String qartod_config "{'gross_range_test': {'suspect_span': [0, 35], 'fail_span': [-2, 40]}, 'spike_test': {'suspect_threshold': 7.362305416265741, 'fail_threshold': 14.724610832531482}, 'rate_of_change_test': {'threshold': 1.4724610832531482}, 'flat_line_test': {'tolerance': 1, 'suspect_threshold': 3600, 'fail_threshold': 9000}}";
    String qartod_package "https://github.com/ioos/ioos_qc/blob/main/ioos_qc/qartod.py";
    String qartod_test "'qc_rollup'";
    String references "http://gliders.ioos.us/static/pdf/Manual-for-QC-of-Glider-Data_05_09_16.pdf";
    String standard_name "aggregate_quality_flag";
    String units "1";
    Byte valid_max 9;
    Byte valid_min 1;
  }
  qartod_temperature_rate_of_change_flag {
    Byte _FillValue 9;
    String _Unsigned "false";
    Byte actual_range 1, 1;
    String coordinates "time latitude longitude depth";
    String dac_comment "ioos_qartod";
    String flag_meanings "PASS NOT_EVALUATED SUSPECT FAIL MISSING";
    String flag_values "[1, 2, 3, 4, 9]";
    String ioos_category "Other";
    String long_name "QARTOD Rate of Change Test for sea_water_temperature";
    String non_null_count "602584";
    String qartod_config "{'threshold': 1.4724610832531482}";
    String qartod_package "https://github.com/ioos/ioos_qc/blob/main/ioos_qc/qartod.py";
    String qartod_test "'rate_of_change_test'";
    String references "http://gliders.ioos.us/static/pdf/Manual-for-QC-of-Glider-Data_05_09_16.pdf";
    String standard_name "rate_of_change_test_quality_flag";
    String units "1";
    Byte valid_max 9;
    Byte valid_min 1;
  }
  qartod_temperature_spike_flag {
    Byte _FillValue 9;
    String _Unsigned "false";
    Byte actual_range 1, 2;
    String coordinates "time latitude longitude depth";
    String dac_comment "ioos_qartod";
    String flag_meanings "PASS NOT_EVALUATED SUSPECT FAIL MISSING";
    String flag_values "[1, 2, 3, 4, 9]";
    String ioos_category "Other";
    String long_name "QARTOD Spike Test for sea_water_temperature";
    String non_null_count "602584";
    String qartod_config "{'suspect_threshold': 7.362305416265741, 'fail_threshold': 14.724610832531482}";
    String qartod_package "https://github.com/ioos/ioos_qc/blob/main/ioos_qc/qartod.py";
    String qartod_test "'spike_test'";
    String references "http://gliders.ioos.us/static/pdf/Manual-for-QC-of-Glider-Data_05_09_16.pdf";
    String standard_name "spike_test_quality_flag";
    String units "1";
    Byte valid_max 9;
    Byte valid_min 1;
  }
  rowSize {
    String ioos_category "Identifier";
    String long_name "Number of Observations for this Profile";
    String non_null_count "0";
  }
  salinity {
    Float32 _FillValue NaN;
    Float32 actual_range 33.7361, 37.44682;
    String ancillary_variables "salinity_qc qartod_salinity_flat_line_flag qartod_salinity_gross_range_flag qartod_salinity_rate_of_change_flag qartod_salinity_spike_flag qartod_salinity_primary_flag qartod_salinity_flat_line_flag qartod_salinity_gross_range_flag qartod_salinity_rate_of_change_flag qartod_salinity_spike_flag qartod_salinity_primary_flag qartod_salinity_flat_line_flag qartod_salinity_gross_range_flag qartod_salinity_rate_of_change_flag qartod_salinity_spike_flag qartod_salinity_primary_flag";
    Float64 colorBarMaximum 37.0;
    Float64 colorBarMinimum 30.0;
    String comment "Salinity corrected for thermal-inertia effects (PSU)";
    String coordinates "time latitude longitude depth";
    String instrument "instrument_ctd";
    String ioos_category "Salinity";
    String long_name "Sea Water Practical Salinity";
    String non_null_count "586589";
    String observation_type "calculated";
    String parameter_id "50";
    String platform "glider";
    String standard_name "sea_water_practical_salinity";
    String unit_id "4";
    String units "1e-3";
    Float32 valid_max 40.0;
    Float32 valid_min 0.0;
  }
  salinity_qc {
    Byte _FillValue -127;
    String _Unsigned "false";
    Byte actual_range 1, 8;
    String coordinates "time latitude longitude depth";
    String flag_meanings "no_qc_performed good_data probably_good_data bad_data_that_are_potentially_correctable bad_data value_changed not_used not_used interpolated_value missing_value";
    String flag_values "[0, 1, 2, 3, 4, 5, 6, 7, 8, 9]";
    String ioos_category "Other";
    String long_name "salinity Quality Flag";
    String non_null_count "602584";
    String standard_name "sea_water_salinity status_flag";
    Byte valid_max 9;
    Byte valid_min 0;
  }
  temperature {
    Float32 _FillValue NaN;
    Float32 actual_range 5.635177, 31.06022;
    String ancillary_variables "temperature_qc qartod_temperature_flat_line_flag qartod_temperature_gross_range_flag qartod_temperature_rate_of_change_flag qartod_temperature_spike_flag qartod_temperature_primary_flag qartod_temperature_flat_line_flag qartod_temperature_gross_range_flag qartod_temperature_rate_of_change_flag qartod_temperature_spike_flag qartod_temperature_primary_flag qartod_temperature_flat_line_flag qartod_temperature_gross_range_flag qartod_temperature_rate_of_change_flag qartod_temperature_spike_flag qartod_temperature_primary_flag";
    Float64 colorBarMaximum 32.0;
    Float64 colorBarMinimum 0.0;
    String comment "Temperature (in situ) corrected for thermistor first-order lag";
    String coordinates "time latitude longitude depth";
    String instrument "instrument_ctd";
    String ioos_category "Temperature";
    String long_name "Sea Water Temperature";
    String non_null_count "602584";
    String observation_type "measured";
    String parameter_id "41";
    String platform "glider";
    String standard_name "sea_water_temperature";
    String unit_id "8";
    String units "degree_Celsius";
    Float32 valid_max 40.0;
    Float32 valid_min -5.0;
  }
  temperature_qc {
    Byte _FillValue -127;
    String _Unsigned "false";
    Byte actual_range 1, 8;
    String coordinates "time latitude longitude depth";
    String flag_meanings "no_qc_performed good_data probably_good_data bad_data_that_are_potentially_correctable bad_data value_changed not_used not_used interpolated_value missing_value";
    String flag_values "[0, 1, 2, 3, 4, 5, 6, 7, 8, 9]";
    String ioos_category "Other";
    String long_name "temperature Quality Flag";
    String non_null_count "602584";
    String standard_name "sea_water_temperature status_flag";
    Byte valid_max 9;
    Byte valid_min 0;
  }
  time {
    String _CoordinateAxisType "Time";
    Float64 actual_range 1.594730532923e+9, 1.603964557413e+9;
    String axis "T";
    String calendar "gregorian";
    String comment "Timestamp corresponding to the mid-point of the profile.";
    String ioos_category "Time";
    String long_name "Profile Time";
    String non_null_count "602584";
    String observation_type "calculated";
    String platform "glider";
    String standard_name "time";
    String time_origin "01-JAN-1970 00:00:00";
    String units "seconds since 1970-01-01T00:00:00Z";
  }
  time_qc {
    Byte _FillValue -127;
    String _Unsigned "false";
    Byte actual_range 0, 0;
    String coordinates "time latitude longitude depth";
    String flag_meanings "no_qc_performed good_data probably_good_data bad_data_that_are_potentially_correctable bad_data value_changed not_used not_used interpolated_value missing_value";
    String flag_values "[0, 1, 2, 3, 4, 5, 6, 7, 8, 9]";
    String ioos_category "Other";
    String long_name "time Quality Flag";
    String non_null_count "602584";
    String standard_name "time status_flag";
    Byte valid_max 9;
    Byte valid_min 0;
  }
  time_uv {
    Float64 actual_range 1.594730532923e+9, 1.603964557413e+9;
    String calendar "gregorian";
    String comment "The depth-averaged current is an estimate of the net current measured while the glider is underwater. The value is calculated over the entire underwater segment, which may consist of 1 or more dives.";
    String ioos_category "Time";
    String long_name "Depth-averaged Time";
    String non_null_count "602584";
    String observation_type "calculated";
    String standard_name "time";
    String time_origin "01-JAN-1970 00:00:00";
    String units "seconds since 1970-01-01T00:00:00Z";
  }
  time_uv_qc {
    Byte _FillValue -127;
    String _Unsigned "false";
    Byte actual_range 0, 0;
    String coordinates "time latitude longitude depth";
    String flag_meanings "no_qc_performed good_data probably_good_data bad_data_that_are_potentially_correctable bad_data value_changed not_used not_used interpolated_value missing_value";
    String flag_values "[0, 1, 2, 3, 4, 5, 6, 7, 8, 9]";
    String ioos_category "Other";
    String long_name "time_uv Quality Flag";
    String non_null_count "602584";
    String standard_name "time status_flag";
    Byte valid_max 9;
    Byte valid_min 0;
  }
  trajectory {
    String _Unsigned "false";
    String cf_role "trajectory_id";
    String comment "A trajectory is one deployment of a glider.";
    String ioos_category "Identifier";
    String long_name "Trajectory Name";
    String non_null_count "602584";
  }
  trajectoryIndex {
    String ioos_category "Identifier";
    String long_name "The trajectory to which this profile is associated.";
    String non_null_count "0";
  }
  u {
    Float64 _FillValue NaN;
    Float64 actual_range -0.1830798849039271, 0.09298430046004547;
    Float64 colorBarMaximum 0.5;
    Float64 colorBarMinimum -0.5;
    String comment "The depth-averaged current is an estimate of the net current measured while the glider is underwater. The value is calculated over the entire underwater segment, which may consist of 1 or more dives.";
    String coordinates "lon_uv lat_uv time_uv";
    String ioos_category "Currents";
    String long_name "Depth-averaged Eastward Sea Water Velocity";
    String non_null_count "601607";
    String observation_type "calculated";
    String platform "glider";
    String standard_name "eastward_sea_water_velocity";
    String units "m s-1";
    Float64 valid_max 10.0;
    Float64 valid_min -10.0;
  }
  u_qc {
    Byte _FillValue -127;
    String _Unsigned "false";
    Byte actual_range 3, 4;
    String coordinates "time latitude longitude depth";
    String flag_meanings "no_qc_performed good_data probably_good_data bad_data_that_are_potentially_correctable bad_data value_changed not_used not_used interpolated_value missing_value";
    String flag_values "[0, 1, 2, 3, 4, 5, 6, 7, 8, 9]";
    String ioos_category "Other";
    String long_name "u Quality Flag";
    String non_null_count "602584";
    String standard_name "eastward_sea_water_velocity status_flag";
    Byte valid_max 9;
    Byte valid_min 0;
  }
  v {
    Float64 _FillValue NaN;
    Float64 actual_range -0.12080304133899714, 0.18079662772240543;
    Float64 colorBarMaximum 0.5;
    Float64 colorBarMinimum -0.5;
    String comment "The depth-averaged current is an estimate of the net current measured while the glider is underwater. The value is calculated over the entire underwater segment, which may consist of 1 or more dives.";
    String coordinates "lon_uv lat_uv time_uv";
    String ioos_category "Currents";
    String long_name "Depth-averaged Northward Sea Water Velocity";
    String non_null_count "601607";
    String observation_type "calculated";
    String platform "glider";
    String standard_name "northward_sea_water_velocity";
    String units "m s-1";
    Float64 valid_max 10.0;
    Float64 valid_min -10.0;
  }
  v_qc {
    Byte _FillValue -127;
    String _Unsigned "false";
    Byte actual_range 3, 4;
    String coordinates "time latitude longitude depth";
    String flag_meanings "no_qc_performed good_data probably_good_data bad_data_that_are_potentially_correctable bad_data value_changed not_used not_used interpolated_value missing_value";
    String flag_values "[0, 1, 2, 3, 4, 5, 6, 7, 8, 9]";
    String ioos_category "Other";
    String long_name "v Quality Flag";
    String non_null_count "602584";
    String standard_name "northward_sea_water_velocity status_flag";
    Byte valid_max 9;
    Byte valid_min 0;
  }
  wmo_id {
    String _Unsigned "false";
    String ioos_category "Identifier";
    String long_name "WMO ID";
    String non_null_count "0";
  }
 }
  NC_GLOBAL {
    String acknowledgment "This project is funded by the National Oceanic and Atmospheric Administration (NOAA)";
    String cdm_data_type "TrajectoryProfile";
    String cdm_profile_variables "profile_id, time, latitude, longitude, lat_uv, lon_uv, time_uv, u, v";
    String cdm_trajectory_variables "trajectory, wmo_id";
    String comment "Underwater glider temperature and salinity profiles";
    String contributor_name "Gustavo Goni, Francis Bringas";
    String contributor_role "Principal Investigator, Data Manager";
    String Conventions "Unidata Dataset Discovery v1.0, COARDS, CF-1.10";
    String creator_email "Francis.Bringas-at-noaa.gov";
    String creator_name "Francis Bringas";
    String creator_url "www.aoml.noaa.gov/phod/gliders";
    String date_created "2020-08-18T15:08:14Z";
    String date_issued "2020-08-18T15:50:18Z";
    String date_modified "2020-08-18T15:50:18Z";
    Float64 Easternmost_Easting -66.61306747624208;
    String featureType "TrajectoryProfile";
    String format_version "AOML_Glider_NetCDF_v2.0.nc";
    String geospatial_bounds "POLYGON ((-67.27663041788082 15.4834151387932, -67.27685458895239 15.48341542745769, -67.27752530800051 15.48373004970272, -67.77009013511578 17.55370860598806, -67.76944316811563 17.55418591258782, -67.01900999999999 17.87255, -67.01900561355939 17.87255153170176, -67.01898805419357 17.87255766325895, -67.01897050974769 17.87256378960625, -67.01896172984533 17.87256685546147, -67.01894360277286 17.87256534344256, -67.01648029546506 17.872332561935, -67.01075520267979 17.87149115461575, -67.01072407426861 17.87147493978166, -67.00987947108138 17.87069623119303, -67.00985957011866 17.8706727094617, -67.00984275846392 17.87064713777343, -66.61310566245474 17.17120491737994, -66.61309330983035 17.17117820965146, -66.61308665897641 17.17114870064925, -66.61219543523013 17.1658948092699, -66.61219493626464 17.16577709388644, -66.61219700069742 17.16576186915305, -66.61344547483898 17.1611737599063, -66.62043542831036 17.14110627286609, -66.62636821571662 17.12501137898498, -66.96561568955597 16.2270584149955, -66.96589507919207 16.22637440805779, -67.2759830927603 15.48378891721807, -67.27598727500514 15.48378141313592, -67.27599308580942 15.48377444200359, -67.27600143741019 15.48376740450077, -67.27649750655806 15.48345387648492, -67.27651121585571 15.48344623674864, -67.27652546722754 15.48343941616858, -67.27654007677985 15.48343322586185, -67.27655482083408 15.4834274451591, -67.27656974849597 15.48342246256826, -67.27658488388805 15.48341858728197, -67.27660013152143 15.48341594704739, -67.27661539120218 15.48341514157255, -67.27663041788082 15.4834151387932))";
    Float64 geospatial_lat_max 17.871634946237144;
    Float64 geospatial_lat_min 15.485521094166511;
    String geospatial_lat_units "degrees_north";
    Float64 geospatial_lon_max -66.61306747624208;
    Float64 geospatial_lon_min -67.76612615849628;
    String geospatial_lon_units "degrees_east";
    Float64 geospatial_vertical_max 905.5173;
    Float64 geospatial_vertical_min -0.5005415;
    String geospatial_vertical_positive "down";
    String geospatial_vertical_units "m";
    String gts_ingest "false";
    String history 
"Created on 2020-08-18T15:50:18Z using SGnc2IOOSnc_py
2025-06-30T00:23:32Z (local files)
2025-06-30T00:23:32Z http://gliders.ioos.us/erddap/tabledap/SG664-20200714T1238.ncCF
2025-08-19T01:28:39Z https://files.stage.platforms.axds.co/ioos/gliderdac/SG664-20200714T1238/processed.nc
2025-08-19T01:28:39Z http://erddap.sensors.ioos.us/erddap/tabledap/ioos-gliderdac-SG664-20200714T1238.html";
    String id "SG664-20200714T1238";
    String infoUrl "https://portal.axds.co/#platform/e469b4e6-e6a3-5386-a8b3-d24029bd60cc/v2";
    String institution "National Oceanic and Atmospheric Administration (NOAA) / Atlantic Oceanographic and Meteorological Laboratory (AOML), and Integrated Ocean Observing System (IOOS) / Caribbean Regional Association for Coastal Ocean Observing (CARICOOS)";
    String ioos_dac_checksum "45ccc4a0dc007e5567d46e00b56a6baf";
    String ioos_dac_completed "True";
    String keywords "AUVS > Autonomous Underwater Vehicles, Earth Science > Oceans > Ocean Pressure > Water Pressure, Earth Science > Oceans > Ocean Temperature > Water Temperature, Earth Science > Oceans > Salinity/Density > Conductivity, Earth Science > Oceans > Salinity/Density > Density, Earth Science > Oceans > Salinity/Density > Salinity, glider, In Situ Ocean-based platforms > Seaglider, Slocum, Spray, trajectory, underwater glider, water, wmo";
    String keywords_vocabulary "GCMD Science Keywords";
    String license "These data may be redistributed and used without restrictions. Data provided as is with no expressed or implied warranty of quality control or quality assurance";
    String Metadata_Conventions "Unidata Dataset Discovery v1.0, COARDS, CF-1.6";
    String metadata_link "https://data.ioos.us/gliders/erddap/info/SG664-20200714T1238/index.html";
    String naming_authority "gliders/phod/gov.noaa.aoml.www";
    Float64 Northernmost_Northing 17.871634946237144;
    String packrat_source "ioos.gliderdac.gliderdac";
    String packrat_source_id "SG664-20200714T1238";
    String packrat_uuid "e469b4e6-e6a3-5386-a8b3-d24029bd60cc";
    String platform_category "glider";
    String platform_groups "9d5b77de-b127-462a-b250-d3768beb612e";
    String platform_type "Seaglider";
    String processing_level "Data provided as is with no expressed or implied assurance of quality assurance or quality control.";
    String program "NOAA Glider Hurricane Observations";
    String project "Sustained Underwater Glider Observations for Improving Atlantic Tropical Cyclone Intensity Forecasts";
    String publisher_email "Francis.Bringas-at-noaa.gov";
    String publisher_name "Francis Bringas";
    String publisher_url "www.aoml.noaa.gov/phod/gliders";
    String references "www.aoml.noaa.gov/phod/gliders";
    String sea_name "Caribbean Sea";
    String source "Observational data from a profiling underwater glider";
    String sourceUrl "https://files.stage.platforms.axds.co/ioos/gliderdac/SG664-20200714T1238/processed.nc";
    Float64 Southernmost_Northing 15.485521094166511;
    String standard_name_vocabulary "CF-v25";
    String subsetVariables "wmo_id,trajectory,profile_id,time,latitude,longitude";
    String summary "Underwater glider data gathered by the National Oceanic and Atmospheric Administration (NOAA)";
    String time_coverage_end "2020-10-29T09:42:37Z";
    String time_coverage_start "2020-07-14T12:42:12Z";
    String title "IOOS Glider - Sustained Underwater Glider Observations for Improving Atlantic Tropical Cyclone Intensity Forecasts - SG664-20200714T1238";
    String vessel_name "SG664";
    String vessel_type "Seaglider";
    Float64 Westernmost_Easting -67.76612615849628;
    String wmo_id "4802948";
  }
}

 

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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