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Dataset Title:  CeNCOOS in situ water quality monitoring at Bodega Marine Laboratory seawater
intake.
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Institution:  Bodega Marine Laboratory   (Dataset ID: bodega-bay-bml_wts)
Range: longitude = -123.0709 to -123.0709°E, latitude = 38.31652 to 38.31652°N, time = 2009-03-01T00:02:00Z to 2023-11-02T17:18:00Z
Information:  Summary ? | License ? | FGDC | ISO 19115 | Metadata | Background (external link) | Data Access Form
 
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Things You Can Do With Your Graphs

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

The Dataset Attribute Structure (.das) for this Dataset

Attributes {
 s {
  time {
    UInt32 _ChunkSizes 512;
    String _CoordinateAxisType "Time";
    Float64 actual_range 1.23586572e+9, 1.69894548e+9;
    String axis "T";
    String calendar "gregorian";
    String ioos_category "Time";
    String long_name "Time";
    String standard_name "time";
    String time_origin "01-JAN-1970 00:00:00";
    String units "seconds since 1970-01-01T00:00:00Z";
  }
  latitude {
    String _CoordinateAxisType "Lat";
    Float64 _FillValue NaN;
    Float64 actual_range 38.31652, 38.31652;
    String axis "Y";
    String ioos_category "Location";
    String long_name "Latitude";
    String standard_name "latitude";
    String units "degrees_north";
  }
  longitude {
    String _CoordinateAxisType "Lon";
    Float64 _FillValue NaN;
    Float64 actual_range -123.0709, -123.0709;
    String axis "X";
    String ioos_category "Location";
    String long_name "Longitude";
    String standard_name "longitude";
    String units "degrees_east";
  }
  z {
    UInt32 _ChunkSizes 511;
    String _CoordinateAxisType "Height";
    String _CoordinateZisPositive "up";
    Float64 _FillValue NaN;
    Float64 actual_range 0.0, 0.0;
    String axis "Z";
    String ioos_category "Location";
    String long_name "Altitude";
    String positive "up";
    String standard_name "altitude";
    String units "m";
  }
  mass_concentration_of_chlorophyll_in_sea_water {
    UInt32 _ChunkSizes 512;
    Float64 _FillValue -9999.0;
    Float64 actual_range 0.0, 48.39;
    String ancillary_variables "mass_concentration_of_chlorophyll_in_sea_water_qc_agg mass_concentration_of_chlorophyll_in_sea_water_qc_tests";
    String gts_ingest "true";
    String id "1001747";
    String ioos_category "Other";
    String long_name "Chlorophyll";
    Float64 missing_value -9999.0;
    String platform "station";
    String short_name "mass_concentration_of_chlorophyll_in_sea_water";
    String standard_name "mass_concentration_of_chlorophyll_in_sea_water";
    String standard_name_url "http://mmisw.org/ont/cf/parameter/mass_concentration_of_chlorophyll_in_sea_water";
    String units "microg.L-1";
  }
  mass_concentration_of_chlorophyll_in_sea_water_qc_agg {
    UInt32 _ChunkSizes 4096;
    Int32 _FillValue -127;
    Int32 actual_range 1, 4;
    String flag_meanings "PASS NOT_EVALUATED SUSPECT FAIL MISSING";
    Int32 flag_values 1, 2, 3, 4, 9;
    String ioos_category "Other";
    String long_name "Chlorophyll QARTOD Aggregate Quality Flag";
    Int32 missing_value -127;
    String references "https://github.com/ioos/ioos_qc";
    String short_name "mass_concentration_of_chlorophyll_in_sea_water_qc_agg";
    String standard_name "aggregate_quality_flag";
  }
  mass_concentration_of_chlorophyll_in_sea_water_qc_tests {
    UInt32 _ChunkSizes 512;
    Int32 _FillValue 0;
    String comment "11-character string with results of individual QARTOD tests. 1: Gap Test, 2: Syntax Test, 3: Location Test, 4: Gross Range Test, 5: Climatology Test, 6: Spike Test, 7: Rate of Change Test, 8: Flat-line Test, 9: Multi-variate Test, 10: Attenuated Signal Test, 11: Neighbor Test";
    String flag_meanings "PASS NOT_EVALUATED SUSPECT FAIL MISSING";
    Int32 flag_values 1, 2, 3, 4, 9;
    String ioos_category "Other";
    String long_name "Chlorophyll QARTOD Individual Tests";
    String references "https://github.com/ioos/ioos_qc";
    String short_name "mass_concentration_of_chlorophyll_in_sea_water_qc_tests";
    String standard_name "mass_concentration_of_chlorophyll_in_sea_water quality_flag";
  }
  sea_water_electrical_conductivity {
    UInt32 _ChunkSizes 512;
    Float64 _FillValue -9999.0;
    Float64 actual_range 0.0, 47.349;
    String ancillary_variables "sea_water_electrical_conductivity_qc_agg sea_water_electrical_conductivity_qc_tests";
    String id "1001753";
    String ioos_category "Other";
    String long_name "Conductivity";
    Float64 missing_value -9999.0;
    String platform "station";
    String short_name "sea_water_electrical_conductivity";
    String standard_name "sea_water_electrical_conductivity";
    String standard_name_url "http://mmisw.org/ont/cf/parameter/sea_water_electrical_conductivity";
    String units "mS.cm-1";
  }
  sea_water_electrical_conductivity_qc_agg {
    UInt32 _ChunkSizes 4096;
    Int32 _FillValue -127;
    Int32 actual_range 1, 4;
    String flag_meanings "PASS NOT_EVALUATED SUSPECT FAIL MISSING";
    Int32 flag_values 1, 2, 3, 4, 9;
    String ioos_category "Other";
    String long_name "Conductivity QARTOD Aggregate Quality Flag";
    Int32 missing_value -127;
    String references "https://github.com/ioos/ioos_qc";
    String short_name "sea_water_electrical_conductivity_qc_agg";
    String standard_name "aggregate_quality_flag";
  }
  sea_water_electrical_conductivity_qc_tests {
    UInt32 _ChunkSizes 512;
    Int32 _FillValue 0;
    String comment "11-character string with results of individual QARTOD tests. 1: Gap Test, 2: Syntax Test, 3: Location Test, 4: Gross Range Test, 5: Climatology Test, 6: Spike Test, 7: Rate of Change Test, 8: Flat-line Test, 9: Multi-variate Test, 10: Attenuated Signal Test, 11: Neighbor Test";
    String flag_meanings "PASS NOT_EVALUATED SUSPECT FAIL MISSING";
    Int32 flag_values 1, 2, 3, 4, 9;
    String ioos_category "Other";
    String long_name "Conductivity QARTOD Individual Tests";
    String references "https://github.com/ioos/ioos_qc";
    String short_name "sea_water_electrical_conductivity_qc_tests";
    String standard_name "sea_water_electrical_conductivity quality_flag";
  }
  sea_water_practical_salinity {
    UInt32 _ChunkSizes 512;
    Float64 _FillValue -9999.0;
    Float64 actual_range 0.0, 35.431999999999995;
    String ancillary_variables "sea_water_practical_salinity_qc_agg sea_water_practical_salinity_qc_tests";
    String gts_ingest "true";
    String id "1001755";
    String ioos_category "Other";
    String long_name "Salinity";
    Float64 missing_value -9999.0;
    String platform "station";
    String short_name "sea_water_practical_salinity";
    String standard_name "sea_water_practical_salinity";
    String standard_name_url "http://mmisw.org/ont/cf/parameter/sea_water_practical_salinity";
    String units "1e-3";
  }
  sea_water_practical_salinity_qc_agg {
    UInt32 _ChunkSizes 4096;
    Int32 _FillValue -127;
    Int32 actual_range 1, 4;
    String flag_meanings "PASS NOT_EVALUATED SUSPECT FAIL MISSING";
    Int32 flag_values 1, 2, 3, 4, 9;
    String ioos_category "Other";
    String long_name "Salinity QARTOD Aggregate Quality Flag";
    Int32 missing_value -127;
    String references "https://github.com/ioos/ioos_qc";
    String short_name "sea_water_practical_salinity_qc_agg";
    String standard_name "aggregate_quality_flag";
  }
  sea_water_practical_salinity_qc_tests {
    UInt32 _ChunkSizes 512;
    Int32 _FillValue 0;
    String comment "11-character string with results of individual QARTOD tests. 1: Gap Test, 2: Syntax Test, 3: Location Test, 4: Gross Range Test, 5: Climatology Test, 6: Spike Test, 7: Rate of Change Test, 8: Flat-line Test, 9: Multi-variate Test, 10: Attenuated Signal Test, 11: Neighbor Test";
    String flag_meanings "PASS NOT_EVALUATED SUSPECT FAIL MISSING";
    Int32 flag_values 1, 2, 3, 4, 9;
    String ioos_category "Other";
    String long_name "Salinity QARTOD Individual Tests";
    String references "https://github.com/ioos/ioos_qc";
    String short_name "sea_water_practical_salinity_qc_tests";
    String standard_name "sea_water_practical_salinity quality_flag";
  }
  sea_water_sigma_t {
    UInt32 _ChunkSizes 512;
    Float64 _FillValue -9999.0;
    Float64 actual_range -1.525, 26.5;
    String ancillary_variables "sea_water_sigma_t_qc_agg sea_water_sigma_t_qc_tests";
    String id "1001751";
    String ioos_category "Other";
    String long_name "Sea Water Sigma-t";
    Float64 missing_value -9999.0;
    String platform "station";
    String short_name "sea_water_sigma_t";
    String standard_name "sea_water_sigma_t";
    String standard_name_url "http://mmisw.org/ont/cf/parameter/sea_water_sigma_t";
    String units "kg.m-3";
  }
  sea_water_sigma_t_qc_agg {
    UInt32 _ChunkSizes 4096;
    Int32 _FillValue -127;
    Int32 actual_range 1, 4;
    String flag_meanings "PASS NOT_EVALUATED SUSPECT FAIL MISSING";
    Int32 flag_values 1, 2, 3, 4, 9;
    String ioos_category "Other";
    String long_name "Sea Water Sigma-t QARTOD Aggregate Quality Flag";
    Int32 missing_value -127;
    String references "https://github.com/ioos/ioos_qc";
    String short_name "sea_water_sigma_t_qc_agg";
    String standard_name "aggregate_quality_flag";
  }
  sea_water_sigma_t_qc_tests {
    UInt32 _ChunkSizes 512;
    Int32 _FillValue 0;
    String comment "11-character string with results of individual QARTOD tests. 1: Gap Test, 2: Syntax Test, 3: Location Test, 4: Gross Range Test, 5: Climatology Test, 6: Spike Test, 7: Rate of Change Test, 8: Flat-line Test, 9: Multi-variate Test, 10: Attenuated Signal Test, 11: Neighbor Test";
    String flag_meanings "PASS NOT_EVALUATED SUSPECT FAIL MISSING";
    Int32 flag_values 1, 2, 3, 4, 9;
    String ioos_category "Other";
    String long_name "Sea Water Sigma-t QARTOD Individual Tests";
    String references "https://github.com/ioos/ioos_qc";
    String short_name "sea_water_sigma_t_qc_tests";
    String standard_name "sea_water_sigma_t quality_flag";
  }
  sea_water_pressure {
    UInt32 _ChunkSizes 512;
    Float64 _FillValue -9999.0;
    Float64 actual_range -4.484, 8.71;
    String ancillary_variables "sea_water_pressure_qc_agg sea_water_pressure_qc_tests";
    String id "1001749";
    String ioos_category "Other";
    String long_name "Sea Water Pressure";
    Float64 missing_value -9999.0;
    String platform "station";
    String short_name "sea_water_pressure";
    String standard_name "sea_water_pressure";
    String standard_name_url "http://mmisw.org/ont/cf/parameter/sea_water_pressure";
    String units "decibars";
  }
  sea_water_pressure_qc_agg {
    UInt32 _ChunkSizes 4096;
    Int32 _FillValue -127;
    Int32 actual_range 1, 4;
    String flag_meanings "PASS NOT_EVALUATED SUSPECT FAIL MISSING";
    Int32 flag_values 1, 2, 3, 4, 9;
    String ioos_category "Other";
    String long_name "Sea Water Pressure QARTOD Aggregate Quality Flag";
    Int32 missing_value -127;
    String references "https://github.com/ioos/ioos_qc";
    String short_name "sea_water_pressure_qc_agg";
    String standard_name "aggregate_quality_flag";
  }
  sea_water_pressure_qc_tests {
    UInt32 _ChunkSizes 512;
    Int32 _FillValue 0;
    String comment "11-character string with results of individual QARTOD tests. 1: Gap Test, 2: Syntax Test, 3: Location Test, 4: Gross Range Test, 5: Climatology Test, 6: Spike Test, 7: Rate of Change Test, 8: Flat-line Test, 9: Multi-variate Test, 10: Attenuated Signal Test, 11: Neighbor Test";
    String flag_meanings "PASS NOT_EVALUATED SUSPECT FAIL MISSING";
    Int32 flag_values 1, 2, 3, 4, 9;
    String ioos_category "Other";
    String long_name "Sea Water Pressure QARTOD Individual Tests";
    String references "https://github.com/ioos/ioos_qc";
    String short_name "sea_water_pressure_qc_tests";
    String standard_name "sea_water_pressure quality_flag";
  }
  sea_water_temperature {
    UInt32 _ChunkSizes 512;
    Float64 _FillValue -9999.0;
    Float64 actual_range 0.0, 26.1;
    String ancillary_variables "sea_water_temperature_qc_agg sea_water_temperature_qc_tests";
    String gts_ingest "true";
    String id "1001745";
    String ioos_category "Other";
    String long_name "Water Temperature";
    Float64 missing_value -9999.0;
    String platform "station";
    String short_name "sea_water_temperature";
    String standard_name "sea_water_temperature";
    String standard_name_url "http://mmisw.org/ont/cf/parameter/sea_water_temperature";
    String units "degree_Celsius";
  }
  sea_water_temperature_qc_agg {
    UInt32 _ChunkSizes 4096;
    Int32 _FillValue -127;
    Int32 actual_range 1, 4;
    String flag_meanings "PASS NOT_EVALUATED SUSPECT FAIL MISSING";
    Int32 flag_values 1, 2, 3, 4, 9;
    String ioos_category "Other";
    String long_name "Water Temperature QARTOD Aggregate Quality Flag";
    Int32 missing_value -127;
    String references "https://github.com/ioos/ioos_qc";
    String short_name "sea_water_temperature_qc_agg";
    String standard_name "aggregate_quality_flag";
  }
  sea_water_temperature_qc_tests {
    UInt32 _ChunkSizes 512;
    Int32 _FillValue 0;
    String comment "11-character string with results of individual QARTOD tests. 1: Gap Test, 2: Syntax Test, 3: Location Test, 4: Gross Range Test, 5: Climatology Test, 6: Spike Test, 7: Rate of Change Test, 8: Flat-line Test, 9: Multi-variate Test, 10: Attenuated Signal Test, 11: Neighbor Test";
    String flag_meanings "PASS NOT_EVALUATED SUSPECT FAIL MISSING";
    Int32 flag_values 1, 2, 3, 4, 9;
    String ioos_category "Other";
    String long_name "Water Temperature QARTOD Individual Tests";
    String references "https://github.com/ioos/ioos_qc";
    String short_name "sea_water_temperature_qc_tests";
    String standard_name "sea_water_temperature quality_flag";
  }
  station {
    String cf_role "timeseries_id";
    String ioos_category "Identifier";
    String ioos_code "urn:ioos:station:com.axiomdatascience:19946";
    String long_name "Bodega Bay (BML_WTS)";
    String short_name "bodega-bay-bml_wts";
    String type "fixed";
  }
 }
  NC_GLOBAL {
    String acknowledgment "Data collection was supported by multiple awards to Bodega Marine Laboratory, University of California, Davis and an award from NOAA's Integrated Observing System to the Central and Northern California Ocean Observing System at the Monterey Bay Aquarium Research Institute (NA11NOS0120032).";
    String add_to_thredds "true";
    String cdm_data_type "TimeSeries";
    String cdm_timeseries_variables "station,longitude,latitude";
    String comment "Data produced by John Largier with partial funding from CeNCOOS (cencoos_communicatons@mbari.org)";
    String contributor_email "cencoos_communications@mbari.org,,feedback@axiomdatascience.com";
    String contributor_name "Central & Northern California Ocean Observing System (CeNCOOS),World Meteorological Organization (WMO),Axiom Data Science";
    String contributor_role "funder,contributor,processor";
    String contributor_role_vocabulary "NERC";
    String contributor_url "http://cencoos.org/,https://www.wmo.int/pages/prog/amp/mmop/wmo-number-rules.html,https://www.axiomdatascience.com";
    String Conventions "IOOS-1.2, CF-1.6, ACDD-1.3, NCCSV-1.2";
    String coverage_content_type "physicalMeasurement";
    String creator_country "USA";
    String creator_email "jlargier@ucdavis.edu";
    String creator_institution "Bodega Marine Laboratory";
    String creator_name "John Largier";
    String creator_role "pi";
    String creator_sector "academic";
    String creator_type "person";
    String creator_url "http://bml.ucdavis.edu";
    String defaultDataQuery "sea_water_pressure,sea_water_pressure_qc_agg,sea_water_temperature,sea_water_sigma_t_qc_agg,sea_water_practical_salinity_qc_agg,sea_water_practical_salinity,sea_water_electrical_conductivity_qc_agg,sea_water_electrical_conductivity,mass_concentration_of_chlorophyll_in_sea_water,sea_water_temperature_qc_agg,z,mass_concentration_of_chlorophyll_in_sea_water_qc_agg,time,sea_water_sigma_t&time>=max(time)-3days";
    Float64 Easternmost_Easting -123.0709;
    String featureType "TimeSeries";
    Float64 geospatial_lat_max 38.31652;
    Float64 geospatial_lat_min 38.31652;
    String geospatial_lat_units "degrees_north";
    Float64 geospatial_lon_max -123.0709;
    Float64 geospatial_lon_min -123.0709;
    String geospatial_lon_units "degrees_east";
    Float64 geospatial_vertical_max 0.0;
    Float64 geospatial_vertical_min 0.0;
    String geospatial_vertical_positive "up";
    String geospatial_vertical_units "m";
    String gts_ingest "true";
    String history 
"Downloaded from University of California Davis, Bodega Marine Laboratory at http://bmlsc.ucdavis.edu:8080/erddap/tabledap/BML_WTS.html
2024-03-28T14:14:02Z http://bmlsc.ucdavis.edu:8080/erddap/tabledap/BML_WTS.html
2024-03-28T14:14:02Z http://erddap.sensors.ioos.us/tabledap/bodega-bay-bml_wts.das";
    Int32 id 19946;
    String infoUrl "https://sensors.ioos.us/#metadata/19946/station";
    String institution "Bodega Marine Laboratory";
    String instrument "SeaBird";
    String ISO_Topic_Categories "Oceans";
    String keywords "Earth Science > Oceans > Ocean Chemistry > Chlorophyll, Earth Science > Oceans > Ocean Optics > Turbidity, 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 > Salinity, Earth Science > Oceans > Water Quality, Earth Science>Oceans>Ocean Chemistry>Carbon Dioxide, Earth Science>Oceans>Ocean Chemistry>pH";
    String keywords_vocabulary "GCMD Earth Science Keywords. Version 5.3.3";
    String license 
"The data may be used and redistributed for free but is not intended
for legal use, since it may contain inaccuracies. Neither the data
Contributor, ERD, NOAA, nor the United States Government, nor any
of their employees or contractors, makes any warranty, express or
implied, including warranties of merchantability and fitness for a
particular purpose, or assumes any legal liability for the accuracy,
completeness, or usefulness, of this information.";
    String metadata_conventions "CF-1.6,ACDD-1.3";
    String metadata_link "http://bml.ucdavis.edu";
    String naming_authority "com.axiomdatascience";
    Float64 Northernmost_Northing 38.31652;
    String platform "Bodega Marine Lab Seawater Intake Shore Station";
    String platform_name "Bodega Bay (BML_WTS)";
    String platform_vocabulary "http://mmisw.org/ont/ioos/platform";
    String processing_level "Level 2";
    String program "CeNCOOS";
    String project "CeNCOOS";
    String publisher_country "USA";
    String publisher_email "cencoos_communicatons@mbari.org";
    String publisher_institution "University of California Davis, Bodega Marine Laboratory";
    String publisher_name "CeNCOOS";
    String publisher_sector "academic";
    String publisher_type "institution";
    String publisher_url "https://www.cencoos.org";
    String references "http://www.bmlsc.ucdavis.edu/boon/datasets.html,http://bmlsc.ucdavis.edu:8080/erddap/tabledap/BML_WTS.html,https://github.com/ioos/ioos_qc";
    String sea_name "NE Pacific";
    String source "Seawater intake mounted instrument measuring oceanographic parameters.";
    String sourceUrl "http://bmlsc.ucdavis.edu:8080/erddap/tabledap/BML_WTS.html";
    Float64 Southernmost_Northing 38.31652;
    String standard_name_vocabulary "CF Standard Name Table v72";
    String station_id "19946";
    String submit_to_ncei "true";
    String submit_to_ndbc "true";
    String summary "The Bodega Head shore station is a seawater intake site operated by the Bodega Marine Laboratory. The seawater intake is located at Horseshoe Cove on the ocean side of Bodega Head and has been active since 2003 and consists of various sensors that provide water temperature, conductivity and salinity. These nearshore sensors are part of the Central and Norther California Ocean Observing System (CeNCOOS). They measure various water quality parameters at fixed points along the California coast.";
    String time_coverage_end "2023-11-02T17:18:00Z";
    String time_coverage_start "2009-03-01T00:02:00Z";
    String title "CeNCOOS in situ water quality monitoring at Bodega Marine Laboratory seawater intake.";
    Float64 Westernmost_Easting -123.0709;
    String wmo_platform_code "BDXC1";
  }
}

 

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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