Data Access Form

Dataset Title:	IOOS Glider - Hurricane Glider Operations in the NE Caribbean Region - SG276- 20260630T1502
Institution:	Caribbean Coastal Ocean Observing System (CARICOOS), Integrated Ocean Observing System (IOOS) and the National Oceanic and Atmospheric Administration (NOAA) (Dataset ID: ioos-gliderdac-SG276-20260630T1502)
Information:	Summary \| License \| FGDC \| ISO 19115 \| Metadata \| Background \| Subset \| Make a graph
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Variable
Optional
Constraint #1
Optional
Constraint #2
Minimum
or a List of Values
Maximum
aanderaa4831_dissolved_oxygen (micromol.kg-1)
115.42947078939204
200.82692863212733
aanderaa4831_dissolved_oxygen_qc
conductivity (S.m-1)
3.5274
5.8685
conductivity_qc (conductivity Quality Flag)
ctd_time_qc (time Quality Flag)
density (Sea Water Density, kg.m-3)
1022.654
1027.304
density_qc (density Quality Flag)
depth (m)
0.0347905
699.2776
depth_qc (depth Quality Flag)
du_qc (u Quality Flag)
dv_qc (v Quality Flag)
instrument_ctd (CTD Metadata, 1)
instrument_o2 (Underway optode)
lat_qc (latitude Quality Flag)
lat_uv (degrees_north)
17.026710981929025
17.864264344401043
lat_uv_qc (lat_uv Quality Flag)
latitude (Profile Latitude, degrees_north)
lon_qc (longitude Quality Flag)
lon_uv (degrees_east)
-67.12978591799622
-67.01137332306689
lon_uv_qc (lon_uv Quality Flag)
longitude (Profile Longitude, degrees_east)
platform (Platform Metadata, 1)
precise_lat (Precise Latitude, degrees_north)
17.022531226324514
17.864673263109342
precise_lon (Precise Longitude, degrees_east)
-67.13031762820542
-67.00957844419706
precise_time (UTC)
2026-06-30T15:05:14Z
2026-07-06T19:35:10Z
pressure (Sea Water Pressure, decibars)
0.035
704.66
profile_id
profile_lat_qc (profile_lat Quality Flag)
profile_lon_qc (profile_lon Quality Flag)
profile_time_qc (profile_time Quality Flag)
qartod_conductivity_flat_line_flag (1)
qartod_conductivity_gross_range_flag (1)
qartod_conductivity_primary_flag (1)
qartod_conductivity_rate_of_change_flag (1)
qartod_conductivity_spike_flag (1)
qartod_density_flat_line_flag (1)
qartod_density_gross_range_flag (1)
qartod_density_primary_flag (1)
qartod_density_rate_of_change_flag (1)
qartod_density_spike_flag (1)
qartod_location_test_flag (1)
qartod_pressure_flat_line_flag (1)
qartod_pressure_gross_range_flag (1)
qartod_pressure_primary_flag (1)
qartod_pressure_rate_of_change_flag (1)
qartod_pressure_spike_flag (1)
qartod_salinity_flat_line_flag (1)
qartod_salinity_gross_range_flag (1)
qartod_salinity_primary_flag (1)
qartod_salinity_rate_of_change_flag (1)
qartod_salinity_spike_flag (1)
qartod_temperature_flat_line_flag (1)
qartod_temperature_gross_range_flag (1)
qartod_temperature_primary_flag (1)
qartod_temperature_rate_of_change_flag (1)
qartod_temperature_spike_flag (1)
rowSize
126
810
salinity (1e-3)
34.70466
37.2919
salinity_qc (salinity Quality Flag)
su (cm.s-1)
-52.07678985074666
12.304979800112626
su_qc
sv (cm.s-1)
-7.831822173674228
18.100796747989598
sv_qc
temperature (degree_Celsius)
6.827389
28.90215
temperature_qc (temperature Quality Flag)
time (Profile Time, UTC)
time_uv (Depth-averaged Time, UTC)
2026-06-30T15:10:25Z
2026-07-06T19:08:30Z
time_uv_qc (time_uv Quality Flag)
trajectory (Trajectory Name)
trajectoryIndex
u (m s-1)
-0.20346887104921446
-0.01013628937539511
v (m s-1)
-0.05077407999635904
0.08650299692491924
wmo_id
Server-side Functions
distinct()
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File type: (more information)

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The Dataset Attribute Structure (.das) for this Dataset

Attributes {
 s {
  aanderaa4831_dissolved_oxygen {
    Float64 _FillValue -999.0;
    Float64 actual_range 115.42947078939204, 200.82692863212733;
    String ancillary_variables "aanderaa4831_dissolved_oxygen_qc";
    String comment "Dissolved oxygen concentration, calculated from optode tcphase corrected for salinity and depth";
    String coordinates "time latitude longitude depth";
    String instrument "instrument_o2";
    String ioos_category "Other";
    String long_name "Dissolved Oxygen Concentration";
    String non_null_count "50396";
    String observation_type "calculated";
    String parameter_id "445";
    String platform "glider";
    String standard_name "mole_concentration_of_dissolved_molecular_oxygen_in_sea_water";
    String unit_id "57";
    String units "micromol.kg-1";
  }
  aanderaa4831_dissolved_oxygen_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 "Aanderaa4831 dissolved oxygen Quality Flag";
    String non_null_count "50592";
    String standard_name "mole_concentration_of_dissolved_molecular_oxygen_in_sea_water status_flag";
    Byte valid_max 9;
    Byte valid_min 0;
  }
  conductivity {
    Float32 _FillValue -999.0;
    Float32 actual_range 3.5274, 5.8685;
    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";
    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 "50488";
    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 "50595";
    String standard_name "sea_water_electrical_conductivity status_flag";
    Byte valid_max 9;
    Byte valid_min 0;
  }
  ctd_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 "50595";
    String standard_name "time status_flag";
    Byte valid_max 9;
    Byte valid_min 0;
  }
  density {
    Float32 _FillValue -999.0;
    Float32 actual_range 1022.654, 1027.304;
    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";
    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 "50325";
    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 "50595";
    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 -999.0;
    Float32 actual_range 0.0347905, 699.2776;
    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 "50595";
    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 "50595";
    String standard_name "depth status_flag";
    Byte valid_max 9;
    Byte valid_min 0;
  }
  du_qc {
    Byte _FillValue -127;
    String _Unsigned "false";
    Byte actual_range 1, 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 "50595";
    String standard_name "eastward_sea_water_velocity status_flag";
    Byte valid_max 9;
    Byte valid_min 0;
  }
  dv_qc {
    Byte _FillValue -127;
    String _Unsigned "false";
    Byte actual_range 1, 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 "50595";
    String standard_name "northward_sea_water_velocity status_flag";
    Byte valid_max 9;
    Byte valid_min 0;
  }
  instrument_ctd {
    String _Unsigned "false";
    String calibration_date "2025-03-21T00:00:00Z";
    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 "50595";
    String platform "glider";
    String serial_number "238231";
    String type "thermosalinograph";
    String units "1";
  }
  instrument_o2 {
    String _Unsigned "false";
    String calibration_date "2025-02-19T00:00:00Z";
    String comment "Dissolved oxygen as reported by the instrument, based on on-board calibration data, assuming optode temperature but without depth or salinity correction";
    String coordinates "time latitude longitude depth";
    String ioos_category "Other";
    String long_name "Underway optode";
    String make_model "Aanderaa 4831 optode";
    String non_null_count "0";
    String platform "glider";
    String serial_number "1231";
    String type "underway optode";
  }
  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 "50595";
    String standard_name "latitude status_flag";
    Byte valid_max 9;
    Byte valid_min 0;
  }
  lat_uv {
    Float64 _FillValue -999.0;
    Float64 actual_range 17.026710981929025, 17.864264344401043;
    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 "50595";
    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 "50595";
    String standard_name "latitude status_flag";
    Byte valid_max 9;
    Byte valid_min 0;
  }
  latitude {
    String _CoordinateAxisType "Lat";
    Float64 _FillValue -999.0;
    Float64 actual_range 17.026710981929025, 17.864264344401043;
    String ancillary_variables "qartod_location_test_flag";
    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 "50595";
    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 "50595";
    String standard_name "longitude status_flag";
    Byte valid_max 9;
    Byte valid_min 0;
  }
  lon_uv {
    Float64 _FillValue -999.0;
    Float64 actual_range -67.12978591799622, -67.01137332306689;
    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 "50595";
    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 "50595";
    String standard_name "longitude status_flag";
    Byte valid_max 9;
    Byte valid_min 0;
  }
  longitude {
    String _CoordinateAxisType "Lon";
    Float64 _FillValue -999.0;
    Float64 actual_range -67.12978591799622, -67.01137332306689;
    String ancillary_variables "qartod_location_test_flag";
    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 "50595";
    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 {
    Byte _FillValue 127;
    String _Unsigned "false";
    Byte actual_range 0, 0;
    String comment "Seaglider SG276";
    String coordinates "time latitude longitude depth";
    String id "SG276";
    String instrument "instrument_ctd";
    String ioos_category "Identifier";
    String long_name "Platform Metadata";
    String non_null_count "50595";
    String type "glider";
    String units "1";
    String wmo_id "8901220";
  }
  precise_lat {
    Float64 _FillValue -999.0;
    Float64 actual_range 17.022531226324514, 17.864673263109342;
    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 -999.0;
    Float64 actual_range -67.13031762820542, -67.00957844419706;
    Float64 colorBarMaximum 180.0;
    Float64 colorBarMinimum -180.0;
    String comment "Interpolated longitude at each point in the time-series";
    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 standard_name "longitude";
    String units "degrees_east";
    Float64 valid_max 180.0;
    Float64 valid_min -180.0;
  }
  precise_time {
    Float64 actual_range 1.782831914823e+9, 1.783366510982e+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 -999.0;
    Float32 actual_range 0.035, 704.66;
    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";
    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 "50595";
    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;
  }
  profile_id {
    Int32 _FillValue -999;
    Int32 actual_range 1, 86;
    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 "50595";
    Int32 valid_max 86;
    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 "50595";
    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 "50595";
    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 "50595";
    String standard_name "time status_flag";
    Byte valid_max 9;
    Byte valid_min 0;
  }
  qartod_conductivity_flat_line_flag {
    Byte _FillValue 25;
    String _Unsigned "false";
    Byte actual_range 1, 9;
    String coordinates "time latitude longitude depth";
    String dac_comment "QARTOD TEST RUN";
    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 "1305";
    String qartod_config "{\"tolerance\": 0.001, \"suspect_threshold\": 3000, \"fail_threshold\": 5000}";
    String qartod_package "https://github.com/ioos/ioos_qc/blob/main/ioos_qc/qartod.py";
    String qartod_test "flat_line_test";
    String references "https://gliders.ioos.us/files/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 25;
    String _Unsigned "false";
    Byte actual_range 1, 9;
    String coordinates "time latitude longitude depth";
    String dac_comment "QARTOD TEST RUN";
    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 "1305";
    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 "https://gliders.ioos.us/files/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 25;
    String _Unsigned "false";
    Byte actual_range 1, 9;
    String coordinates "time latitude longitude depth";
    String dac_comment "QARTOD TEST RUN";
    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 "1305";
    String qartod_config "{\"gross_range_test\": {\"suspect_span\": [0, 6], \"fail_span\": [0, 9]}, \"spike_test\": {\"suspect_threshold\": 0.846921356332912, \"fail_threshold\": 1.693842712665824}, \"rate_of_change_test\": {\"threshold\": 0.004800000000000182}, \"flat_line_test\": {\"tolerance\": 0.001, \"suspect_threshold\": 3000, \"fail_threshold\": 5000}}";
    String qartod_package "https://github.com/ioos/ioos_qc/blob/main/ioos_qc/qartod.py";
    String qartod_test "rollup_qc";
    String references "https://gliders.ioos.us/files/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 25;
    String _Unsigned "false";
    Byte actual_range 1, 9;
    String coordinates "time latitude longitude depth";
    String dac_comment "QARTOD TEST RUN";
    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 "1305";
    String qartod_config "{\"threshold\": 0.004800000000000182}";
    String qartod_package "https://github.com/ioos/ioos_qc/blob/main/ioos_qc/qartod.py";
    String qartod_test "rate_of_change_test";
    String references "https://gliders.ioos.us/files/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 25;
    String _Unsigned "false";
    Byte actual_range 1, 9;
    String coordinates "time latitude longitude depth";
    String dac_comment "QARTOD TEST RUN";
    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 "1305";
    String qartod_config "{\"suspect_threshold\": 0.846921356332912, \"fail_threshold\": 1.693842712665824}";
    String qartod_package "https://github.com/ioos/ioos_qc/blob/main/ioos_qc/qartod.py";
    String qartod_test "spike_test";
    String references "https://gliders.ioos.us/files/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 25;
    String _Unsigned "false";
    Byte actual_range 1, 9;
    String coordinates "time latitude longitude depth";
    String dac_comment "QARTOD TEST RUN";
    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 "1305";
    String qartod_config "{\"tolerance\": 0.001, \"suspect_threshold\": 3000, \"fail_threshold\": 5000}";
    String qartod_package "https://github.com/ioos/ioos_qc/blob/main/ioos_qc/qartod.py";
    String qartod_test "flat_line_test";
    String references "https://gliders.ioos.us/files/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 25;
    String _Unsigned "false";
    Byte actual_range 1, 9;
    String coordinates "time latitude longitude depth";
    String dac_comment "QARTOD TEST RUN";
    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 "1305";
    String qartod_config "{\"fail_span\": [1000, 1100], \"suspect_span\": null}";
    String qartod_package "https://github.com/ioos/ioos_qc/blob/main/ioos_qc/qartod.py";
    String qartod_test "gross_range_test";
    String references "https://gliders.ioos.us/files/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 25;
    String _Unsigned "false";
    Byte actual_range 1, 9;
    String coordinates "time latitude longitude depth";
    String dac_comment "QARTOD TEST RUN";
    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 "1305";
    String qartod_config "{\"gross_range_test\": {\"fail_span\": [1000, 1100], \"suspect_span\": null}, \"spike_test\": {\"suspect_threshold\": 1.5284412629612851, \"fail_threshold\": 3.0568825259225703}, \"rate_of_change_test\": {\"threshold\": 0.014124648985534805}, \"flat_line_test\": {\"tolerance\": 0.001, \"suspect_threshold\": 3000, \"fail_threshold\": 5000}}";
    String qartod_package "https://github.com/ioos/ioos_qc/blob/main/ioos_qc/qartod.py";
    String qartod_test "rollup_qc";
    String references "https://gliders.ioos.us/files/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 25;
    String _Unsigned "false";
    Byte actual_range 1, 9;
    String coordinates "time latitude longitude depth";
    String dac_comment "QARTOD TEST RUN";
    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 "1305";
    String qartod_config "{\"threshold\": 0.014124648985534805}";
    String qartod_package "https://github.com/ioos/ioos_qc/blob/main/ioos_qc/qartod.py";
    String qartod_test "rate_of_change_test";
    String references "https://gliders.ioos.us/files/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 25;
    String _Unsigned "false";
    Byte actual_range 1, 9;
    String coordinates "time latitude longitude depth";
    String dac_comment "QARTOD TEST RUN";
    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 "1305";
    String qartod_config "{\"suspect_threshold\": 1.5284412629612851, \"fail_threshold\": 3.0568825259225703}";
    String qartod_package "https://github.com/ioos/ioos_qc/blob/main/ioos_qc/qartod.py";
    String qartod_test "spike_test";
    String references "https://gliders.ioos.us/files/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";
    Byte actual_range 1, 1;
    String coordinates "time latitude longitude depth";
    String dac_comment "The FAIL flag is applied if the profile_(lat, lon) value exceeds 3 standard deviations above the mean of the average lat/lon arrays";
    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 Location Flag for the profile_(lat, lon) variables";
    String non_null_count "1305";
    String qartod_module "The GDAC location test does not use the algorithm from https://github.com/ioos/ioos_qc/blob/main/ioos_qc/qartod.py (location_test) but instead relies on the statistical median of the lat/lon arrays";
    String references "The GDAC uses a modified version of the location test described in 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 25;
    String _Unsigned "false";
    Byte actual_range 1, 1;
    String coordinates "time latitude longitude depth";
    String dac_comment "QARTOD TEST RUN";
    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 "1305";
    String qartod_config "{\"tolerance\": 0.001, \"suspect_threshold\": 3000, \"fail_threshold\": 5000}";
    String qartod_package "https://github.com/ioos/ioos_qc/blob/main/ioos_qc/qartod.py";
    String qartod_test "flat_line_test";
    String references "https://gliders.ioos.us/files/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 25;
    String _Unsigned "false";
    Byte actual_range 1, 1;
    String coordinates "time latitude longitude depth";
    String dac_comment "QARTOD TEST RUN";
    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 "1305";
    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 "https://gliders.ioos.us/files/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 25;
    String _Unsigned "false";
    Byte actual_range 1, 1;
    String coordinates "time latitude longitude depth";
    String dac_comment "QARTOD TEST RUN";
    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 "1305";
    String qartod_config "{\"gross_range_test\": {\"suspect_span\": [0, 1000], \"fail_span\": [0, 6000]}, \"spike_test\": {\"suspect_threshold\": 204.22598933928967, \"fail_threshold\": 408.45197867857934}, \"rate_of_change_test\": {\"threshold\": 0.5840000000000032}, \"flat_line_test\": {\"tolerance\": 0.001, \"suspect_threshold\": 3000, \"fail_threshold\": 5000}}";
    String qartod_package "https://github.com/ioos/ioos_qc/blob/main/ioos_qc/qartod.py";
    String qartod_test "rollup_qc";
    String references "https://gliders.ioos.us/files/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 25;
    String _Unsigned "false";
    Byte actual_range 1, 1;
    String coordinates "time latitude longitude depth";
    String dac_comment "QARTOD TEST RUN";
    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 "1305";
    String qartod_config "{\"threshold\": 0.5840000000000032}";
    String qartod_package "https://github.com/ioos/ioos_qc/blob/main/ioos_qc/qartod.py";
    String qartod_test "rate_of_change_test";
    String references "https://gliders.ioos.us/files/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 25;
    String _Unsigned "false";
    Byte actual_range 1, 2;
    String coordinates "time latitude longitude depth";
    String dac_comment "QARTOD TEST RUN";
    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 "1305";
    String qartod_config "{\"suspect_threshold\": 204.22598933928967, \"fail_threshold\": 408.45197867857934}";
    String qartod_package "https://github.com/ioos/ioos_qc/blob/main/ioos_qc/qartod.py";
    String qartod_test "spike_test";
    String references "https://gliders.ioos.us/files/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 25;
    String _Unsigned "false";
    Byte actual_range 1, 9;
    String coordinates "time latitude longitude depth";
    String dac_comment "QARTOD TEST RUN";
    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 "1305";
    String qartod_config "{\"tolerance\": 0.001, \"suspect_threshold\": 3000, \"fail_threshold\": 5000}";
    String qartod_package "https://github.com/ioos/ioos_qc/blob/main/ioos_qc/qartod.py";
    String qartod_test "flat_line_test";
    String references "https://gliders.ioos.us/files/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 25;
    String _Unsigned "false";
    Byte actual_range 3, 9;
    String coordinates "time latitude longitude depth";
    String dac_comment "QARTOD TEST RUN";
    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 "1305";
    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 "https://gliders.ioos.us/files/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 25;
    String _Unsigned "false";
    Byte actual_range 3, 9;
    String coordinates "time latitude longitude depth";
    String dac_comment "QARTOD TEST RUN";
    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 "1305";
    String qartod_config "{\"gross_range_test\": {\"fail_span\": [0, 42], \"suspect_span\": [10, 38]}, \"spike_test\": {\"suspect_threshold\": 0.0007792899311811963, \"fail_threshold\": 0.0015585798623623927}, \"rate_of_change_test\": {\"threshold\": 1.102071104810698e-05}, \"flat_line_test\": {\"tolerance\": 0.001, \"suspect_threshold\": 3000, \"fail_threshold\": 5000}}";
    String qartod_package "https://github.com/ioos/ioos_qc/blob/main/ioos_qc/qartod.py";
    String qartod_test "rollup_qc";
    String references "https://gliders.ioos.us/files/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 25;
    String _Unsigned "false";
    Byte actual_range 1, 9;
    String coordinates "time latitude longitude depth";
    String dac_comment "QARTOD TEST RUN";
    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 "1305";
    String qartod_config "{\"threshold\": 1.102071104810698e-05}";
    String qartod_package "https://github.com/ioos/ioos_qc/blob/main/ioos_qc/qartod.py";
    String qartod_test "rate_of_change_test";
    String references "https://gliders.ioos.us/files/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 25;
    String _Unsigned "false";
    Byte actual_range 1, 9;
    String coordinates "time latitude longitude depth";
    String dac_comment "QARTOD TEST RUN";
    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 "1305";
    String qartod_config "{\"suspect_threshold\": 0.0007792899311811963, \"fail_threshold\": 0.0015585798623623927}";
    String qartod_package "https://github.com/ioos/ioos_qc/blob/main/ioos_qc/qartod.py";
    String qartod_test "spike_test";
    String references "https://gliders.ioos.us/files/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 25;
    String _Unsigned "false";
    Byte actual_range 1, 9;
    String coordinates "time latitude longitude depth";
    String dac_comment "QARTOD TEST RUN";
    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 "1305";
    String qartod_config "{\"tolerance\": 0.001, \"suspect_threshold\": 3000, \"fail_threshold\": 5000}";
    String qartod_package "https://github.com/ioos/ioos_qc/blob/main/ioos_qc/qartod.py";
    String qartod_test "flat_line_test";
    String references "https://gliders.ioos.us/files/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 25;
    String _Unsigned "false";
    Byte actual_range 1, 9;
    String coordinates "time latitude longitude depth";
    String dac_comment "QARTOD TEST RUN";
    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 "1305";
    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 "https://gliders.ioos.us/files/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 25;
    String _Unsigned "false";
    Byte actual_range 1, 9;
    String coordinates "time latitude longitude depth";
    String dac_comment "QARTOD TEST RUN";
    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 "1305";
    String qartod_config "{\"gross_range_test\": {\"suspect_span\": [0, 35], \"fail_span\": [-2, 40]}, \"spike_test\": {\"suspect_threshold\": 7.680131892764703, \"fail_threshold\": 15.360263785529407}, \"rate_of_change_test\": {\"threshold\": 0.03623076929178097}, \"flat_line_test\": {\"tolerance\": 0.001, \"suspect_threshold\": 3000, \"fail_threshold\": 5000}}";
    String qartod_package "https://github.com/ioos/ioos_qc/blob/main/ioos_qc/qartod.py";
    String qartod_test "rollup_qc";
    String references "https://gliders.ioos.us/files/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 25;
    String _Unsigned "false";
    Byte actual_range 1, 9;
    String coordinates "time latitude longitude depth";
    String dac_comment "QARTOD TEST RUN";
    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 "1305";
    String qartod_config "{\"threshold\": 0.03623076929178097}";
    String qartod_package "https://github.com/ioos/ioos_qc/blob/main/ioos_qc/qartod.py";
    String qartod_test "rate_of_change_test";
    String references "https://gliders.ioos.us/files/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 25;
    String _Unsigned "false";
    Byte actual_range 1, 9;
    String coordinates "time latitude longitude depth";
    String dac_comment "QARTOD TEST RUN";
    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 "1305";
    String qartod_config "{\"suspect_threshold\": 7.680131892764703, \"fail_threshold\": 15.360263785529407}";
    String qartod_package "https://github.com/ioos/ioos_qc/blob/main/ioos_qc/qartod.py";
    String qartod_test "spike_test";
    String references "https://gliders.ioos.us/files/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 {
    Int32 actual_range 126, 810;
    String ioos_category "Identifier";
    String long_name "Number of Observations for this Profile";
    String non_null_count "0";
  }
  salinity {
    Float32 _FillValue -999.0;
    Float32 actual_range 34.70466, 37.2919;
    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";
    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 "50445";
    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 "50595";
    String standard_name "sea_water_salinity status_flag";
    Byte valid_max 9;
    Byte valid_min 0;
  }
  su {
    Float64 _FillValue -999.0;
    Float64 actual_range -52.07678985074666, 12.304979800112626;
    String comment "Eastward component of the sea surface current. The value is calculated using the GPS calls when the glider is at the surface in between dives.";
    String coordinates "time latitude longitude depth";
    String ioos_category "Other";
    String long_name "Surface Eastward Sea Water Velocity";
    String non_null_count "50595";
    String observation_type "calculated";
    String parameter_id "449";
    String platform "glider";
    String standard_name "sea_surface_wave_maximum_period";
    String unit_id "7";
    String units "cm.s-1";
    Float64 valid_max 400.0;
    Float64 valid_min -400.0;
  }
  su_qc {
    Byte _FillValue -127;
    String _Unsigned "false";
    Byte actual_range 1, 1;
    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 "surface eastward sea water velocity Quality Flag";
    String non_null_count "50595";
    String standard_name "surface_eastward_sea_water_velocity status_flag";
    Byte valid_max 9;
    Byte valid_min 0;
  }
  sv {
    Float64 _FillValue -999.0;
    Float64 actual_range -7.831822173674228, 18.100796747989598;
    String comment "Northward component of the sea surface current. The value is calculated using the GPS calls when the glider is at the surface in between dives.";
    String coordinates "time latitude longitude depth";
    String ioos_category "Other";
    String long_name "Surface Northward Sea Water Velocity";
    String non_null_count "50595";
    String observation_type "calculated";
    String platform "glider";
    String standard_name "surface_northward_sea_water_velocity";
    String unit_id "7";
    String units "cm.s-1";
    Float64 valid_max 400.0;
    Float64 valid_min -400.0;
  }
  sv_qc {
    Byte _FillValue -127;
    String _Unsigned "false";
    Byte actual_range 1, 1;
    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 "surface northward sea water velocity Quality Flag";
    String non_null_count "50595";
    String standard_name "surface_northward_sea_water_velocity status_flag";
    Byte valid_max 9;
    Byte valid_min 0;
  }
  temperature {
    Float32 _FillValue -999.0;
    Float32 actual_range 6.827389, 28.90215;
    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";
    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 "50445";
    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 "50595";
    String standard_name "sea_water_temperature status_flag";
    Byte valid_max 9;
    Byte valid_min 0;
  }
  time {
    String _CoordinateAxisType "Time";
    Float64 actual_range 1.782832225976e+9, 1.783364910984e+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 "50595";
    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_uv {
    Float64 actual_range 1.782832225976e+9, 1.783364910984e+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 "50595";
    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 "50595";
    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 "50595";
  }
  trajectoryIndex {
    Int32 actual_range 0, 0;
    String ioos_category "Identifier";
    String long_name "The trajectory to which this profile is associated.";
    String non_null_count "0";
  }
  u {
    Float64 _FillValue -999.0;
    Float64 actual_range -0.20346887104921446, -0.01013628937539511;
    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 "50595";
    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;
  }
  v {
    Float64 _FillValue -999.0;
    Float64 actual_range -0.05077407999635904, 0.08650299692491924;
    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 "50595";
    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;
  }
  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 Caribbean Coastal Ocean Observing System (CARICOOS), the National Oceanic and Atmospheric Administration (NOAA) and the Integrated Ocean Observing System (IOOS)";
    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 "Julio Morell, Patricia Chardon-Maldonado";
    String contributor_role "Principal Investigator, Co-Principal Investigator/Data Manager";
    String Conventions "Unidata Dataset Discovery v1.0, COARDS, CF-1.10";
    String creator_email "patricia.chardon-at-caricoos.org";
    String creator_name "Patricia Chardon-Maldonado";
    String creator_url "https://www.caricoos.org/gliders";
    String dac_qc_comment "SG276-20260630T1502 (SG276_20260706T174344Z.nc: profile_lat=17.026710981929025, profile_lon=-67.12978591799622 are inside the polygon)";
    String date_created "2026-07-06T19:48:28Z";
    String date_issued "2026-07-06T22:12:45Z";
    String date_modified "2026-07-06T22:12:45Z";
    Float64 Easternmost_Easting -67.01137332306689;
    String featureType "TrajectoryProfile";
    String format_version "CARICOOS_Glider_NetCDF_v2.0.nc";
    String geospatial_bounds "POLYGON ((-67.12957630321004 17.02253122632451, -67.12971866738687 17.02431437954939, -67.12971940346962 17.02432544425576, -67.1298879502844 17.0274798274928, -67.13000959128293 17.03007620341782, -67.13031762820542 17.05546655532132, -67.13031724565568 17.05547068940182, -67.04846693834162 17.83054006211089, -67.0484649265686 17.83055611730007, -67.04818700454602 17.83264060161771, -67.04818467201252 17.83265433567973, -67.04799798160333 17.83364528561438, -67.04799515542663 17.83365848029337, -67.04799195167949 17.83367171369198, -67.04477991061064 17.84562711946639, -67.04187689576138 17.85593765905802, -67.04075818025849 17.85935467251448, -67.03666957443008 17.86467301287929, -67.03666798726637 17.86467326310934, -67.03664860127031 17.86467284583394, -67.03663932432816 17.86467252719534, -67.03660274380017 17.86466933879993, -67.03658864838049 17.86466760717363, -67.03657470102311 17.86466322961382, -67.03656129043662 17.86465735241874, -67.03654857594604 17.86465095081926, -67.03653673658664 17.86464435943369, -67.03652568929132 17.86463780630533, -67.03651519069294 17.86463131799359, -67.0365051107467 17.86462470011627, -67.03649534702224 17.86461785353465, -67.03648578764354 17.86461080937513, -67.03647643796479 17.86460353496042, -67.0364672982175 17.86459602227835, -67.03645827932904 17.86458834013462, -67.03644940756176 17.86458045866282, -67.03644071952546 17.86457235495504, -67.03643222440837 17.86456404077397, -67.03642396077005 17.86455552292586, -67.03641595896777 17.86454681702658, -67.03640818582355 17.86453796800679, -67.03640055884991 17.86452903412648, -67.03639317265899 17.86451993272491, -67.03638616691275 17.86451056024018, -67.03637945845726 17.86450098266499, -67.03637289885651 17.86449132242594, -67.03636648899416 17.86448158234444, -67.03636034030762 17.86447170470091, -67.03635449417023 17.86446169017718, -67.03634892705389 17.86445156285284, -67.03634363954504 17.86444133563082, -67.03633870908928 17.86443097769155, -67.03633422206364 17.86442043511331, -67.03633000034866 17.86440975598846, -67.03632587074004 17.86439899448436, -67.03632196355004 17.86438812017931, -67.03631840745565 17.86437712596337, -67.03631511432727 17.86436607355677, -67.03631205662465 17.8643549831185, -67.03630932229559 17.86434383729528, -67.03630697495738 17.86433262927896, -67.03630494540518 17.86432137039263, -67.03630307058047 17.8643100830965, -67.03630143350887 17.86429873968259, -67.03621712908104 17.86370420602374, -67.03621597935587 17.86369432234488, -67.00957844419706 17.6101543629767, -67.01126520814807 17.57943261946885, -67.05827451028253 17.31803030686548, -67.05827624741227 17.318022371054, -67.12956261402815 17.02254316382948, -67.12956627798981 17.02253399055397, -67.12957630321004 17.02253122632451))";
    Float64 geospatial_lat_max 17.864264344401043;
    Float64 geospatial_lat_min 17.026710981929025;
    String geospatial_lat_units "degrees_north";
    Float64 geospatial_lon_max -67.01137332306689;
    Float64 geospatial_lon_min -67.12978591799622;
    String geospatial_lon_units "degrees_east";
    Float64 geospatial_vertical_max 699.2776;
    Float64 geospatial_vertical_min 0.0347905;
    String geospatial_vertical_positive "down";
    String geospatial_vertical_units "m";
    String gts_ingest "true";
    String history 
"2026-07-07T00:13:37Z (local files)
2026-07-07T00:13:37Z http://gliders.ioos.us/erddap/tabledap/SG276-20260630T1502.ncCF
2026-07-07T12:49:28Z https://files.platforms.axds.co/ioos/gliderdac/SG276-20260630T1502/processed.nc
2026-07-07T12:49:28Z http://erddap.sensors.ioos.us/erddap/tabledap/ioos-gliderdac-SG276-20260630T1502.html";
    String id "SG276-20260630T1502";
    String infoUrl "https://portal.axds.co/#platform/bd7d7a2b-79df-5dd3-9825-c08d95ee37d8/v2";
    String institution "Caribbean Coastal Ocean Observing System (CARICOOS), Integrated Ocean Observing System (IOOS) and the National Oceanic and Atmospheric Administration (NOAA)";
    String ioos_dac_checksum "149d0f516b08703db3d275f0a2768262";
    String ioos_dac_completed "False";
    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/SG276-20260630T1502/index.html";
    String naming_authority "org.caricoos.www";
    Float64 Northernmost_Northing 17.864264344401043;
    String packrat_source "ioos.gliderdac.gliderdac";
    String packrat_source_id "SG276-20260630T1502";
    String packrat_uuid "bd7d7a2b-79df-5dd3-9825-c08d95ee37d8";
    String platform_category "glider";
    String platform_groups "9d5b77de-b127-462a-b250-d3768beb612e";
    String platform_type "Underwater glider";
    String processing_level "Data provided as is with no expressed or implied assurance of quality assurance or quality control.";
    String program "CARICOOS Hurricane Glider Operations";
    String project "Hurricane Glider Operations in the NE Caribbean Region";
    String publisher_email "patricia.chardon-at-caricoos.org";
    String publisher_name "Patricia Chardon-Maldonado";
    String publisher_url "https://www.caricoos.org/gliders";
    String references "https://www.caricoos.org/gliders";
    String sea_name "Caribbean Sea";
    String source "Observational data from a profiling underwater glider";
    String sourceUrl "https://files.platforms.axds.co/ioos/gliderdac/SG276-20260630T1502/processed.nc";
    Float64 Southernmost_Northing 17.026710981929025;
    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 "2026-07-06T19:08:30Z";
    String time_coverage_start "2026-06-30T15:10:25Z";
    String title "IOOS Glider - Hurricane Glider Operations in the NE Caribbean Region - SG276-20260630T1502";
    String vessel_type "Underwater glider";
    Float64 Westernmost_Easting -67.12978591799622;
    String wmo_id "8901220";
  }
}
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.
(easy) You can get data by using the dataset's Data Access Form or Subset form. They make the URL for you.
(easy) You can make a graph or map by using the dataset's Make A Graph form. It makes the URL for you.
(not hard) You can bypass the forms and get the data or make a graph or map by generating the URL by hand or with a computer program or script.
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.