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Dataset Title:  [Synthesis Product for Ocean Time Series (SPOTS)] - Synthesis Product for
Ocean Time Series (SPOTS) (EarthCube RCN for Marine Ecological Time
Series (METS))
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Institution:  BCO-DMO   (Dataset ID: bcodmo_dataset_896862_v1)
Range: longitude = -158.4133 to 171.559°E
Information:  Summary ? | License ? | Metadata | Background (external link) | Data Access Form | Files
 
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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 {
  TimeSeriesSite {
    String long_name "Timeseriessite";
    String units "unitless";
  }
  CRUISE {
    String long_name "Cruise";
    String units "unitless";
  }
  STNNBR {
    Int32 actual_range 1, 6075;
    String long_name "Stnnbr";
    String units "unitless";
  }
  CASTNO {
    Int32 actual_range -999, 31;
    String long_name "Castno";
    String units "unitless";
  }
  BTLNBR {
    Int32 actual_range -999, 39;
    String long_name "Btlnbr";
    String units "unitless";
  }
  DATE {
    Int32 actual_range 19830305, 20210730;
    String long_name "Date";
    String units "unitless";
  }
  TIME_UTC {
    String long_name "Time_utc";
    String units "unitless";
  }
  LATITUDE {
    Float32 actual_range -45.942, 68.0167;
    String long_name "Latitude";
    String units "degrees_north";
  }
  longitude {
    String _CoordinateAxisType "Lon";
    Float32 actual_range -158.4133, 171.559;
    String axis "X";
    String ioos_category "Location";
    String long_name "Longitude";
    String standard_name "longitude";
    String units "degrees_east";
  }
  CTDPRS {
    Float32 actual_range -1.8, 5451.4;
    String long_name "Ctdprs";
    String units "decibar (dbar)";
  }
  SIGMA0 {
    Float32 actual_range 22.09872, 29.15039;
    String long_name "Sigma0";
    String units "kilogram per cubic meter (kg/m3)";
  }
  CTDTMP {
    Float32 actual_range -1.355, 30.0623;
    String long_name "Ctdtmp";
    String units "degrees Celsius (ITS-90)";
  }
  CTDSAL {
    Float32 actual_range -999.0, 38.6887;
    String long_name "Ctdsal";
    String units "Practical Salinity Units (PSU)";
  }
  CTDSAL_FLAG_W {
    Int32 actual_range 2, 9;
    String long_name "Ctdsal_flag_w";
    String units "unitless";
  }
  CTDOXY {
    Float32 actual_range -999.0, 361.5;
    String long_name "Ctdoxy";
    String units "micromol per kilogram (umol/kg)";
  }
  CTDOXY_FLAG_W {
    Int32 actual_range 2, 9;
    String long_name "Ctdoxy_flag_w";
    String units "unitless";
  }
  SALNTY {
    Float32 actual_range -999.0, 37.121;
    String long_name "Salnty";
    String units "Practical Salinity Units (PSU)";
  }
  SALNTY_FLAG_W {
    Int32 actual_range 2, 9;
    String long_name "Salnty_flag_w";
    String units "unitless";
  }
  SALNTY_SOPf {
    Int32 actual_range 0, 3;
    String long_name "Salnty_sopf";
    String units "unitless";
  }
  SALNTY_P {
    Float32 actual_range -999.0, 0.003;
    String long_name "Salnty_p";
    String units "Practical Salinity Units (PSU)";
  }
  SALNTY_A {
    Float32 actual_range -999.0, -999.0;
    String long_name "Salnty_a";
    String units "Practical Salinity Units (PSU)";
  }
  OXYGEN {
    Float32 actual_range -999.0, 413.4;
    String long_name "Oxygen";
    String units "micromol per kilogram (umol/kg)";
  }
  OXYGEN_FLAG_W {
    Int32 actual_range 2, 9;
    String long_name "Oxygen_flag_w";
    String units "unitless";
  }
  OXYGEN_SOPf {
    Int32 actual_range 0, 2;
    String long_name "Oxygen_sopf";
    String units "unitless";
  }
  OXYGEN_P {
    Float32 actual_range -999.0, 3.0;
    String long_name "Oxygen_p";
    String units "micromol per kilogram (umol/kg)";
  }
  OXYGEN_A {
    Float32 actual_range -999.0, 1.38;
    String long_name "Oxygen_a";
    String units "micromol per kilogram (umol/kg)";
  }
  NITRAT {
    Float32 actual_range -999.0, 45.9;
    String long_name "Nitrat";
    String units "micromol per kilogram (umol/kg)";
  }
  NITRAT_FLAG_W {
    Int32 actual_range 2, 9;
    String long_name "Nitrat_flag_w";
    String units "unitless";
  }
  NITRAT_SOPf {
    Int32 actual_range 0, 3;
    String long_name "Nitrat_sopf";
    String units "unitless";
  }
  NITRAT_P {
    Float32 actual_range -999.0, 0.37;
    String long_name "Nitrat_p";
    String units "micromol per kilogram (umol/kg)";
  }
  NITRAT_A {
    Float32 actual_range -999.0, 1.6;
    String long_name "Nitrat_a";
    String units "micromol per kilogram (umol/kg)";
  }
  NITRIT {
    Float32 actual_range -999.0, 1.939;
    String long_name "Nitrit";
    String units "micromol per kilogram (umol/kg)";
  }
  NITRIT_FLAG_W {
    Int32 actual_range 2, 9;
    String long_name "Nitrit_flag_w";
    String units "unitless";
  }
  NITRIT_SOPf {
    Int32 actual_range 0, 3;
    String long_name "Nitrit_sopf";
    String units "unitless";
  }
  NITRIT_P {
    Float32 actual_range -999.0, 0.02;
    String long_name "Nitrit_p";
    String units "micromol per kilogram (umol/kg)";
  }
  NITRIT_A {
    Float32 actual_range -999.0, 0.07;
    String long_name "Nitrit_a";
    String units "micromol per kilogram (umol/kg)";
  }
  PHSPHT {
    Float32 actual_range -999.0, 4.135;
    String long_name "Phspht";
    String units "micromol per kilogram (umol/kg)";
  }
  PHSPHT_FLAG_W {
    Int32 actual_range 2, 9;
    String long_name "Phspht_flag_w";
    String units "unitless";
  }
  PHSPHT_SOPf {
    Int32 actual_range 0, 3;
    String long_name "Phspht_sopf";
    String units "unitless";
  }
  PHSPHT_P {
    Float32 actual_range -999.0, 0.19;
    String long_name "Phspht_p";
    String units "micromol per kilogram (umol/kg)";
  }
  PHSPHT_A {
    Float32 actual_range -999.0, 0.07;
    String long_name "Phspht_a";
    String units "micromol per kilogram (umol/kg)";
  }
  SILCAT {
    Float32 actual_range -999.0, 172.59;
    String long_name "Silcat";
    String units "micromol per kilogram (umol/kg)";
  }
  SILCAT_FLAG_W {
    Int32 actual_range 2, 9;
    String long_name "Silcat_flag_w";
    String units "unitless";
  }
  SILCAT_SOPf {
    Int32 actual_range 0, 3;
    String long_name "Silcat_sopf";
    String units "unitless";
  }
  SILCAT_P {
    Float32 actual_range -999.0, 6.0;
    String long_name "Silcat_p";
    String units "micromol per kilogram (umol/kg)";
  }
  SILCAT_A {
    Float32 actual_range -999.0, 1.668;
    String long_name "Silcat_a";
    String units "micromol per kilogram (umol/kg)";
  }
  NH4 {
    Float32 actual_range -999.0, 39.69;
    String long_name "Nh4";
    String units "micromol per kilogram (umol/kg)";
  }
  NH4_FLAG_W {
    Int32 actual_range 2, 9;
    String long_name "Nh4_flag_w";
    String units "unitless";
  }
  NH4_SOPf {
    Int32 actual_range 0, 2;
    String long_name "Nh4_sopf";
    String units "unitless";
  }
  NH4_P {
    Float32 actual_range -999.0, 0.1;
    String long_name "Nh4_p";
    String units "micromol per kilogram (umol/kg)";
  }
  NH4_A {
    Float32 actual_range -999.0, 0.05;
    String long_name "Nh4_a";
    String units "micromol per kilogram (umol/kg)";
  }
  TCARBN {
    Float32 actual_range -999.0, 2395.8;
    String long_name "Tcarbn";
    String units "micromol per kilogram (umol/kg)";
  }
  TCARBN_FLAG_W {
    Int32 actual_range 2, 9;
    String long_name "Tcarbn_flag_w";
    String units "unitless";
  }
  TCARBN_SOPf {
    Int32 actual_range 0, 2;
    String long_name "Tcarbn_sopf";
    String units "unitless";
  }
  TCARBN_P {
    Float32 actual_range -999.0, 4.0;
    String long_name "Tcarbn_p";
    String units "micromol per kilogram (umol/kg)";
  }
  TCARBN_A {
    Float32 actual_range -999.0, 3.7;
    String long_name "Tcarbn_a";
    String units "micromol per kilogram (umol/kg)";
  }
  ALKALI {
    Float32 actual_range -999.0, 2666.7;
    String long_name "Alkali";
    String units "micromol per kilogram (umol/kg)";
  }
  ALKALI_FLAG_W {
    Int32 actual_range 2, 9;
    String long_name "Alkali_flag_w";
    String units "unitless";
  }
  ALKALI_SOPf {
    Int32 actual_range 0, 3;
    String long_name "Alkali_sopf";
    String units "unitless";
  }
  ALKALI_P {
    Float32 actual_range -999.0, 5.6;
    String long_name "Alkali_p";
    String units "micromol per kilogram (umol/kg)";
  }
  ALKALI_A {
    Float32 actual_range -999.0, 8.52;
    String long_name "Alkali_a";
    String units "micromol per kilogram (umol/kg)";
  }
  PH_TOT {
    Float32 actual_range -999.0, 8.1525;
    String long_name "Ph_tot";
    String units "unitless";
  }
  PH_TOT_FLAG_W {
    Int32 actual_range 2, 9;
    String long_name "Ph_tot_flag_w";
    String units "unitless";
  }
  PH_TMP {
    Float32 actual_range -999.0, 25.0;
    String long_name "Ph_tmp";
    String units "unitless";
  }
  PH_TOT_SOPf {
    Int32 actual_range 0, 3;
    String long_name "Ph_tot_sopf";
    String units "unitless";
  }
  PH_TOT_P {
    Float32 actual_range -999.0, 0.005;
    String long_name "Ph_tot_p";
    String units "unitless";
  }
  PH_TOT_A {
    Float32 actual_range -999.0, 0.005;
    String long_name "Ph_tot_a";
    String units "unitless";
  }
  PCO2 {
    Float32 actual_range -999.0, 456.2;
    String long_name "Pco2";
    String units "microatmospheres (uatm)";
  }
  PCO2_FLAG_W {
    Int32 actual_range 2, 9;
    String long_name "Pco2_flag_w";
    String units "unitless";
  }
  PCO2TMP {
    Float32 actual_range -999.0, 10.0;
    String long_name "Pco2tmp";
    String units "degrees Celsius";
  }
  PCO2_SOPf {
    Int32 actual_range 0, 2;
    String long_name "Pco2_sopf";
    String units "unitless";
  }
  PCO2_P {
    Float32 actual_range -999.0, -999.0;
    String long_name "Pco2_p";
    String units "microatmospheres (uatm)";
  }
  PCO2_A {
    Float32 actual_range -999.0, -999.0;
    String long_name "Pco2_a";
    String units "microatmospheres (uatm)";
  }
  TPC {
    Float32 actual_range -999.0, 64.03;
    String long_name "Tpc";
    String units "micromol per kilogram (umol/kg)";
  }
  TPC_FLAG_W {
    Int32 actual_range 2, 9;
    String long_name "Tpc_flag_w";
    String units "unitless";
  }
  TPC_SOPf {
    Int32 actual_range 0, 3;
    String long_name "Tpc_sopf";
    String units "unitless";
  }
  TPC_P {
    Float32 actual_range -999.0, 4.73;
    String long_name "Tpc_p";
    String units "micromol per kilogram (umol/kg)";
  }
  TPC_A {
    Float32 actual_range -999.0, -999.0;
    String long_name "Tpc_a";
    String units "micromol per kilogram (umol/kg)";
  }
  TPN {
    Float32 actual_range -999.0, 9.326;
    String long_name "Tpn";
    String units "micromol per kilogram (umol/kg)";
  }
  TPN_FLAG_W {
    Int32 actual_range 2, 9;
    String long_name "Tpn_flag_w";
    String units "unitless";
  }
  TPN_SOPf {
    Int32 actual_range 0, 3;
    String long_name "Tpn_sopf";
    String units "unitless";
  }
  TPN_P {
    Float32 actual_range -999.0, 0.627;
    String long_name "Tpn_p";
    String units "micromol per kilogram (umol/kg)";
  }
  TPN_A {
    Float32 actual_range -999.0, -999.0;
    String long_name "Tpn_a";
    String units "micromol per kilogram (umol/kg)";
  }
  TPP {
    Float32 actual_range -999.0, 0.507647;
    String long_name "Tpp";
    String units "micromol per kilogram (umol/kg)";
  }
  TPP_FLAG_W {
    Int32 actual_range 2, 9;
    String long_name "Tpp_flag_w";
    String units "unitless";
  }
  TPP_SOPf {
    Int32 actual_range 0, 3;
    String long_name "Tpp_sopf";
    String units "unitless";
  }
  TPP_P {
    Float32 actual_range -999.0, 0.096;
    String long_name "Tpp_p";
    String units "micromol per kilogram (umol/kg)";
  }
  TPP_A {
    Float32 actual_range -999.0, 0.76;
    String long_name "Tpp_a";
    String units "micromol per kilogram (umol/kg)";
  }
  DOC {
    Float32 actual_range -999.0, 363.98;
    String long_name "Doc";
    String units "micromol per kilogram (umol/kg)";
  }
  DOC_FLAG_W {
    Int32 actual_range 2, 9;
    String long_name "Doc_flag_w";
    String units "unitless";
  }
  DOC_SOPf {
    Int32 actual_range 0, 2;
    String long_name "Doc_sopf";
    String units "unitless";
  }
  DOC_P {
    Float32 actual_range -999.0, 1.0;
    String long_name "Doc_p";
    String units "micromol per kilogram (umol/kg)";
  }
  DOC_A {
    Float32 actual_range -999.0, -999.0;
    String long_name "Doc_a";
    String units "micromol per kilogram (umol/kg)";
  }
  DOI {
    String long_name "Doi";
    String units "unitless";
  }
 }
  NC_GLOBAL {
    String cdm_data_type "Other";
    String Conventions "COARDS, CF-1.6, ACDD-1.3";
    String creator_email "info@bco-dmo.org";
    String creator_name "BCO-DMO";
    String creator_url "https://www.bco-dmo.org/";
    String doi "10.26008/1912/bco-dmo.896862.2";
    Float64 Easternmost_Easting 171.559;
    Float64 geospatial_lon_max 171.559;
    Float64 geospatial_lon_min -158.4133;
    String geospatial_lon_units "degrees_east";
    String history 
"2024-12-03T17:19:46Z (local files)
2024-12-03T17:19:46Z https://erddap.bco-dmo.org/tabledap/bcodmo_dataset_896862_v1.das";
    String infoUrl "https://www.bco-dmo.org/dataset/896862";
    String institution "BCO-DMO";
    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 sourceUrl "(local files)";
    String summary "The presented time-series data synthesis pilot product includes data from 12 fixed ship-based time-series programs. The related stations represent unique marine environments within the Atlantic Ocean, Pacific Ocean, Mediterranean Sea, Nordic Seas, and Caribbean Sea. The focus of the pilot has been placed on biogeochemical essential ocean variables: dissolved oxygen, dissolved inorganic nutrients, inorganic carbon (pH, total alkalinity, dissolved inorganic carbon, and partial pressure of CO2), particulate matter, and dissolved organic carbon. The time-series used include a variety of temporal resolutions (monthly, seasonal, or irregular), time ranges (10 to 36 years), and bottom depths (80 to 6000 meters), with the oldest samples dating back to 1983 and the most recent one corresponding to 2021. Besides having been harmonized into the same format (semantics, ancillary data, units), the data were subjected to a qualitative assessment in which the applied methods were evaluated and categorized. Additional data-quality descriptors include precision and accuracy estimates. This data product pilot facilitates a variety of applications that benefit from the collective value of biogeochemical time-series observations and forms the basis for a sustained time-series living data product, complementing relevant products for the global interior ocean carbon data (GLobal Ocean Data Analysis Project), global surface ocean carbon data (Surface Ocean CO2 Atlas; SOCAT), and global interior and surface methane and nitrous oxide data (MarinE MethanE and NiTrous Oxide product).";
    String title "[Synthesis Product for Ocean Time Series (SPOTS)] - Synthesis Product for Ocean Time Series (SPOTS) (EarthCube RCN for Marine Ecological Time Series (METS))";
    Float64 Westernmost_Easting -158.4133;
  }
}

 

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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