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Dataset Title:  CalHABMAP - HABs Bodega Marine Lab data Subscribe RSS
Institution:  CalHABMAP   (Dataset ID: HABs-BodegaMarineLab)
Range: longitude = -123.0705 to -123.0705°E, latitude = 38.31613 to 38.31613°N, time = 2020-01-20T20:47:00Z to 2024-11-04T22:55:00Z
Information:  Summary ? | License ? | FGDC | ISO 19115 | Metadata | Background (external link) | Subset | 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 {
  Location_Code {
    String cf_role "timeseries_id";
    String ioos_category "Identifier";
    String long_name "Location Code";
  }
  latitude {
    String _CoordinateAxisType "Lat";
    Float32 actual_range 38.31613, 38.31613;
    String axis "Y";
    String ioos_category "Location";
    String long_name "Deployment latitude";
    String standard_name "latitude";
    String units "degrees_north";
  }
  longitude {
    String _CoordinateAxisType "Lon";
    Float32 actual_range -123.0705, -123.0705;
    String axis "X";
    String ioos_category "Location";
    String long_name "Deployment longitude";
    String standard_name "longitude";
    String units "degrees_east";
  }
  depth {
    String _CoordinateAxisType "Height";
    String _CoordinateZisPositive "down";
    String axis "Z";
    String ioos_category "Location";
    String long_name "Depth";
    String positive "down";
    String standard_name "depth";
    String units "m";
  }
  SampleID {
    String ioos_category "Identifier";
    String long_name "Sample ID";
  }
  time {
    String _CoordinateAxisType "Time";
    Float64 actual_range 1.57955322e+9, 1.7307609e+9;
    String axis "T";
    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";
  }
  Temp {
    Float32 actual_range 8.8, 16.2;
    String ioos_category "Temperature";
    String long_name "Sea water temperature";
    String standard_name "sea_water_temperature";
    String units "degree_C";
  }
  Air_Temp {
    String ioos_category "Temperature";
    String long_name "Air temperature";
    String standard_name "air_temperature";
    String units "degree_C";
  }
  Salinity {
    String ioos_category "Dissolved Nutrients";
    String long_name "Salinity (PSS)";
    String standard_name "sea_water_practical_salinity";
  }
  Chl_Volume_Filtered {
    String ioos_category "Other";
    String long_name "Chl Volume Filtered";
    String units "mL";
  }
  Chl1 {
    String ioos_category "Ocean Color";
    String long_name "Chl1";
    String units "mg/m3";
  }
  Chl2 {
    String ioos_category "Ocean Color";
    String long_name "Chl2";
    String units "mg/m3";
  }
  Avg_Chloro {
    String ioos_category "Ocean Color";
    String long_name "Avg Chloro";
    String units "mg/m3";
  }
  Phaeo1 {
    String ioos_category "Ecology";
    String long_name "Phaeo1";
    String units "mg/m3";
  }
  Phaeo2 {
    String ioos_category "Ecology";
    String long_name "Phaeo2";
    String units "mg/m3";
  }
  Avg_Phaeo {
    String ioos_category "Ecology";
    String long_name "Avg. Phaeo";
    String units "mg/m3";
  }
  Phosphate {
    String ioos_category "Dissolved Nutrients";
    String long_name "Mole Concentration Of Phosphate In Sea Water";
    String standard_name "mole_concentration_of_phosphate_in_sea_water";
    String units "uM";
  }
  Silicate {
    String ioos_category "Dissolved Nutrients";
    String long_name "Mole Concentration Of Silicate In Sea Water";
    String standard_name "mole_concentration_of_silicate_in_sea_water";
    String units "uM";
  }
  Nitrite {
    String ioos_category "Dissolved Nutrients";
    String long_name "Mole Concentration Of Nitrite In Sea Water";
    String standard_name "mole_concentration_of_nitrite_in_sea_water";
    String units "uM";
  }
  Nitrite_Nitrate {
    String ioos_category "Dissolved Nutrients";
    String long_name "Mole Concentration Of Nitrate And Nitrite In Sea Water";
    String standard_name "mole_concentration_of_nitrate_and_nitrite_in_sea_water";
    String units "uM";
  }
  Ammonium {
    String ioos_category "Dissolved Nutrients";
    String long_name "Mole Concentration Of Ammonium In Sea Water";
    String standard_name "mole_concentration_of_ammonium_in_sea_water";
    String units "uM";
  }
  Nitrate {
    String ioos_category "Dissolved Nutrients";
    String long_name "Mole Concentration Of Nitrate In Sea Water";
    String standard_name "mole_concentration_of_nitrate_in_sea_water";
    String units "uM";
  }
  DA_Volume_Filtered {
    String ioos_category "Other";
    String long_name "DA Volume Filtered";
    String units "mL";
  }
  pDA {
    String ioos_category "Contaminants";
    String long_name "Domoic Acid-pDA";
    String units "ng/mL";
  }
  tDA {
    String ioos_category "Contaminants";
    String long_name "Domoic Acid-tDA";
    String units "ng/mL";
  }
  dDA {
    String ioos_category "Contaminants";
    String long_name "Domoic Acid-dDA";
    String units "ng/mL";
  }
  Volume_Settled_for_Counting {
    String ioos_category "Other";
    String long_name "Volume Settled for Counting";
    String units "mL";
  }
  Akashiwo_sanguinea {
    Float32 actual_range 0.0, 7994.0;
    String ioos_category "Phytoplankton Species";
    String long_name "Akashiwo sanguinea";
    String units "cells/L";
  }
  Alexandrium_spp {
    Float32 actual_range 0.0, 5983.0;
    String ioos_category "Phytoplankton Species";
    String long_name "Alexandrium spp.";
    String units "cells/L";
  }
  Dinophysis_spp {
    Float32 actual_range 0.0, 1896.0;
    String ioos_category "Phytoplankton Species";
    String long_name "Dinophysis spp.";
    String units "cells/L";
  }
  Lingulodinium_polyedra {
    Float32 actual_range 0.0, 32.0;
    String ioos_category "Phytoplankton Species";
    String long_name "Lingulodinium polyedra";
    String units "cells/L";
  }
  Prorocentrum_spp {
    Float32 actual_range 0.0, 15145.0;
    String ioos_category "Phytoplankton Species";
    String long_name "Prorocentrum spp.";
    String units "cells/L";
  }
  Pseudo_nitzschia_delicatissima_group {
    Float32 actual_range 0.0, 33863.0;
    String ioos_category "Phytoplankton Species";
    String long_name "Pseudo-nitzschia delicatissima group";
    String units "cells/L";
  }
  Pseudo_nitzschia_seriata_group {
    Float32 actual_range 0.0, 9542.0;
    String ioos_category "Phytoplankton Species";
    String long_name "Pseudo-nitzschia seriata group";
    String units "cells/L";
  }
  Ceratium_spp {
    Float32 actual_range 0.0, 184541.0;
    String ioos_category "Phytoplankton Species";
    String long_name "Ceratium spp.";
    String units "cells/L";
  }
  Cochlodinium_spp {
    Float32 actual_range 0.0, 19.0;
    String ioos_category "Phytoplankton Species";
    String long_name "Cochlodinium spp.";
    String units "cells/L";
  }
  Gymnodinium_spp {
    Float32 actual_range 0.0, 1389.0;
    String ioos_category "Phytoplankton Species";
    String long_name "Gymnodinium spp.";
    String units "cells/L";
  }
  Other_Diatoms {
    Float32 actual_range 24.0, 5723611.0;
    String ioos_category "Phytoplankton Species";
    String long_name "Other Diatoms";
    String units "cells/L";
  }
  Other_Dinoflagellates {
    Float32 actual_range 0.0, 50980.0;
    String ioos_category "Phytoplankton Species";
    String long_name "Other Dinoflagellates";
    String units "cells/L";
  }
  Total_Phytoplankton {
    Float32 actual_range 18.0, 5745278.0;
    String ioos_category "Phytoplankton Species";
    String long_name "Total Phytoplankton";
    String units "cells/L";
  }
 }
  NC_GLOBAL {
    String cdm_data_type "TimeSeries";
    String cdm_timeseries_variables "Location_Code, longitude, latitude";
    String Conventions "COARDS, CF-1.6, ACDD-1.3";
    String creator_name "CalHABMAP";
    String creator_type "institution";
    String creator_url "https://calhabmap.org";
    String defaultGraphQuery "time,Temp,&time>=now-180day&.draw=linesAndMarkers&.marker=5";
    Float64 Easternmost_Easting -123.0705;
    String featureType "TimeSeries";
    Float64 geospatial_lat_max 38.31613;
    Float64 geospatial_lat_min 38.31613;
    String geospatial_lat_units "degrees_north";
    Float64 geospatial_lon_max -123.0705;
    Float64 geospatial_lon_min -123.0705;
    String geospatial_lon_units "degrees_east";
    Float64 geospatial_vertical_max NaN;
    Float64 geospatial_vertical_min NaN;
    String geospatial_vertical_positive "down";
    String geospatial_vertical_units "m";
    String history 
"2024-12-07T06:20:22Z (local files)
2024-12-07T06:20:22Z https://erddap.sccoos.org/tabledap/HABs-BodegaMarineLab.das";
    String infoUrl "https://calhabmap.org";
    String institution "CalHABMAP";
    String keywords "acid, akashiwo, Akashiwo_sanguinea, alexandrium, Alexandrium_spp, algal, ammonia, ammonium, average, Avg_Chloro, Avg_Phaeo, bloom, calhabmap, cells, cells/l, ceratium, chemistry, chl, chl1, chl2, Chl_Volume_Filtered, chloro, chlorophyll, cochlodinium, code, collected, color, concentration, counting, DA_Volume_Filtered, data, date, day, Day_of_Year, delicatissima, depth, development, diatoms, dilution, Dilution_No, dinoflagellates, dinophysis, Dinophysis_spp, dissolved, dissolved nutrients, dissolved o2, domoic, Domoic_Acid, earth, Earth Science > Oceans > Ocean Chemistry > Ammonia, Earth Science > Oceans > Ocean Chemistry > Nitrate, Earth Science > Oceans > Ocean Chemistry > Phosphate, Earth Science > Oceans > Ocean Chemistry > Silicate, erddap, filtered, group, gymnodinium, Gymnodinium_spp, hab, harmful, identifier, latitude, lingulodinium, Lingulodinium_polyedra, longitude, mass, mass_concentration_of_phosphate_in_sea_water, mass_concentration_of_silicate_in_sea_water, mg/m3, mole, mole_concentration_of_ammonium_in_sea_water, mole_concentration_of_nitrate_in_sea_water, mole_concentration_of_nitrite_in_sea_water, n02, ng/m, nh4, nitrate, nitrite, Nitrite_Nitrate, nitzschia, no3, nutrients, O2, ocean, ocean color, oceans, Other_Diatoms, Other_Dinoflagellates, oxygen, phaeo, phaeo1, phaeo2, phosphate, phytoplankton, phytoplankton species, po4, polyedrum, prorocentrum, Prorocentrum_spp, pseudo, pseudo-nitzschia, Pseudo_nitzschia_delicatissima_group, Pseudo_nitzschia_seriata_group, pst, quality, repository, sample, SampleID, sanguinea, science, sea, seawater, seriata, settled, silicate, species, spp, station, taxonomy, Temp, temperature, test, time, Time_Collected, total, Total_Phytoplankton, volume, Volume_Settled_for_counting, water";
    String keywords_vocabulary "GCMD Science Keywords";
    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.";
    Float64 Northernmost_Northing 38.31613;
    String sourceUrl "(local files)";
    Float64 Southernmost_Northing 38.31613;
    String standard_name_vocabulary "CF Standard Name Table v29";
    String subsetVariables "Location_Code, latitude, longitude";
    String summary "The California Harmful Algal Bloom Monitoring and Alert Program (CalHABMAP) collects weekly phytoplankton and water quality data at eight piers along the Central and Southern California coast. HABMAP provides timely updates on HAB events, and aids in understanding the timing, extent, and impact of these events on humans and the marine ecosystem.";
    String testOutOfDate "now-132days";
    String time_coverage_end "2024-11-04T22:55:00Z";
    String time_coverage_start "2020-01-20T20:47:00Z";
    String title "CalHABMAP - HABs Bodega Marine Lab data";
    Float64 Westernmost_Easting -123.0705;
  }
}

 

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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