ERDDAP > tabledap > Data Access Form

Dataset Title:	[RI Functional Trait Data] - The implications of functional trait variation from fish sampled in Rhode Island salt ponds from June to October 2018 (CAREER: Linking genetic diversity, population density, and disease prevalence in seagrass and oyster ecosystems)
Institution:	BCO-DMO   (Dataset ID: bcodmo_dataset_870857_v2)
Information:	Summary | License | FGDC | ISO 19115 | Metadata | Background | Files | Make a graph

 

Variable	Optional Constraint #1		Optional Constraint #2		Minimum	Maximum
Date (unitless)	!= =~ <= >= = < >		!= =~ <= >= = < >		"2018-06-12"	"2018-10-17"
Pond (unitless)	!= =~ <= >= = < >		!= =~ <= >= = < >		"Green Hill"	"Winnapaug"
latitude (degrees_north)	!= =~ <= >= = < >		!= =~ <= >= = < >		41.3311	41.5023
longitude (degrees_east)	!= =~ <= >= = < >		!= =~ <= >= = < >		-71.7689	-71.4503
Scientific_name (unitless)	!= =~ <= >= = < >		!= =~ <= >= = < >		"Alosa aestivalis"	"Trachinotus falcatus"
Common_name (unitless)	!= =~ <= >= = < >		!= =~ <= >= = < >		"Alewife"	"Winter Flounder"
Biomass (grams)	!= =~ <= >= = < >		!= =~ <= >= = < >		0.1	100.219
Standard_length (millimeters)	!= =~ <= >= = < >		!= =~ <= >= = < >		16.17	271.3
Fork_length (millimeters)	!= =~ <= >= = < >		!= =~ <= >= = < >		19.2	327.7
Oral_gape_surface (unitless)	!= =~ <= >= = < >		!= =~ <= >= = < >		0.041	1.728
Oral_gape_shape (unitless)	!= =~ <= >= = < >		!= =~ <= >= = < >		0.617	4.058
Oral_gape_position (unitless)	!= =~ <= >= = < >		!= =~ <= >= = < >		0.097	5.172
Protrusion (millimeters)	!= =~ <= >= = < >		!= =~ <= >= = < >		0.0	7.02
Eye_size (unitless)	!= =~ <= >= = < >		!= =~ <= >= = < >		0.138	0.844
Eye_Position (unitless)	!= =~ <= >= = < >		!= =~ <= >= = < >		0.199	1.398
Body_transversal_shape (unitless)	!= =~ <= >= = < >		!= =~ <= >= = < >		0.612	5.872
Body_transversal_surface (mm2 per gram)	!= =~ <= >= = < >		!= =~ <= >= = < >		0.884	22.669
Pectoral_in_position (unitless)	!= =~ <= >= = < >		!= =~ <= >= = < >		0.073	0.778
Caudal_peduncle_throttling (unitless)	!= =~ <= >= = < >		!= =~ <= >= = < >		0.04	13.043
Concentration_of_NH4 (Micromoles (uM))	!= =~ <= >= = < >		!= =~ <= >= = < >		0.13	77.323
Concentration_of_PO4 (Micromoles (uM))	!= =~ <= >= = < >		!= =~ <= >= = < >		0.0	16.073
N_P_ratio (unitless)	!= =~ <= >= = < >		!= =~ <= >= = < >		0.0	298.133

 

Server-side Functions

distinct()

orderBy orderByDescending orderByClosest orderByCount orderByLimit orderByMax orderByMin orderByMinMax orderByMean orderBySum (" Date Pond latitude longitude Scientific_name Common_name Biomass Standard_length Fork_length Oral_gape_surface Oral_gape_shape Oral_gape_position Protrusion Eye_size Eye_Position Body_transversal_shape Body_transversal_surface Pectoral_in_position Caudal_peduncle_throttling Concentration_of_NH4 Concentration_of_PO4 N_P_ratio Date Pond latitude longitude Scientific_name Common_name Biomass Standard_length Fork_length Oral_gape_surface Oral_gape_shape Oral_gape_position Protrusion Eye_size Eye_Position Body_transversal_shape Body_transversal_surface Pectoral_in_position Caudal_peduncle_throttling Concentration_of_NH4 Concentration_of_PO4 N_P_ratio Date Pond latitude longitude Scientific_name Common_name Biomass Standard_length Fork_length Oral_gape_surface Oral_gape_shape Oral_gape_position Protrusion Eye_size Eye_Position Body_transversal_shape Body_transversal_surface Pectoral_in_position Caudal_peduncle_throttling Concentration_of_NH4 Concentration_of_PO4 N_P_ratio Date Pond latitude longitude Scientific_name Common_name Biomass Standard_length Fork_length Oral_gape_surface Oral_gape_shape Oral_gape_position Protrusion Eye_size Eye_Position Body_transversal_shape Body_transversal_surface Pectoral_in_position Caudal_peduncle_throttling Concentration_of_NH4 Concentration_of_PO4 N_P_ratio Date Pond latitude longitude Scientific_name Common_name Biomass Standard_length Fork_length Oral_gape_surface Oral_gape_shape Oral_gape_position Protrusion Eye_size Eye_Position Body_transversal_shape Body_transversal_surface Pectoral_in_position Caudal_peduncle_throttling Concentration_of_NH4 Concentration_of_PO4 N_P_ratio ")

File type: (more information) .asc - View OPeNDAP-style ISO-8859-1 comma-separated text. .csv - Download a ISO-8859-1 comma-separated text table (line 1: names; line 2: units; ISO 8601 times). .csvp - Download a ISO-8859-1 .csv file with line 1: name (units). Times are ISO 8601 strings. .csv0 - Download a ISO-8859-1 .csv file without column names or units. Times are ISO 8601 strings. .dataTable - A JSON file formatted for use with the Google Visualization client library (Google Charts). .das - View the dataset's metadata via an ISO-8859-1 OPeNDAP Dataset Attribute Structure (DAS). .dds - View the dataset's structure via an ISO-8859-1 OPeNDAP Dataset Descriptor Structure (DDS). .dods - OPeNDAP clients use this to download the data in the DODS binary format. .esriCsv - Download a ISO_8859_1 .csv file for ESRI's ArcGIS 9.x and below (separate date and time columns). .fgdc - View the dataset's UTF-8 FGDC .xml metadata. .geoJson - Download longitude,latitude,otherColumns data as a UTF-8 GeoJSON .json file. .graph - View a Make A Graph web page. .help - View a web page with a description of tabledap. .html - View an OPeNDAP-style HTML Data Access Form. .htmlTable - View a UTF-8 .html web page with the data in a table. Times are ISO 8601 strings. .iso19115 - View the dataset's ISO 19115-2/19139 UTF-8 .xml metadata. .itx - Download an ISO-8859-1 Igor Text File. Each response column becomes a wave. .json - View a table-like UTF-8 JSON file (missing value = 'null'; times are ISO 8601 strings). .jsonlCSV1 - View a UTF-8 JSON Lines CSV file with column names on line 1 (mv = 'null'; times are ISO 8601 strings). .jsonlCSV - View a UTF-8 JSON Lines CSV file without column names (mv = 'null'; times are ISO 8601 strings). .jsonlKVP - View a UTF-8 JSON Lines file with Key:Value pairs (missing value = 'null'; times are ISO 8601 strings). .mat - Download a MATLAB binary file. .nc - Download a flat, table-like, NetCDF-3 binary file with COARDS/CF/ACDD metadata. .ncHeader - View the UTF-8 header (the metadata) for the NetCDF-3 .nc file. .ncCF - Download a NetCDF-3 CF Discrete Sampling Geometries file (Contiguous Ragged Array). .ncCFHeader - View the UTF-8 header (the metadata) for the .ncCF file. .ncCFMA - Download a NetCDF-3 CF Discrete Sampling Geometries file (Multidimensional Array). .ncCFMAHeader - View the UTF-8 header (the metadata) for the .ncCFMA file. .nccsv - Download a NetCDF-3-like 7-bit ASCII NCCSV .csv file with COARDS/CF/ACDD metadata. .nccsvMetadata - View the dataset's metadata as the top half of a 7-bit ASCII NCCSV .csv file. .ncoJson - Download a UTF-8 NCO lvl=2 JSON file with COARDS/CF/ACDD metadata. .odvTxt - Download longitude,latitude,time,otherColumns as an ISO-8859-1 ODV Generic Spreadsheet File (.txt). .subset - View an HTML form which uses faceted search to simplify picking subsets of the data. .tsv - Download a ISO-8859-1 tab-separated text table (line 1: names; line 2: units; ISO 8601 times). .tsvp - Download a ISO-8859-1 .tsv file with line 1: name (units). Times are ISO 8601 strings. .tsv0 - Download a ISO-8859-1 .tsv file without column names or units. Times are ISO 8601 strings. .wav - Download a .wav audio file. All columns must be numeric and of the same type. .xhtml - View a UTF-8 XHTML (XML) file with the data in a table. Times are ISO 8601 strings. .kml - View a .kml file, suitable for Google Earth. .smallPdf - View a small .pdf image file with a graph or map. .pdf - View a standard, medium-sized .pdf image file with a graph or map. .largePdf - View a large .pdf image file with a graph or map. .smallPng - View a small .png image file with a graph or map. .png - View a standard, medium-sized .png image file with a graph or map. .largePng - View a large .png image file with a graph or map. .transparentPng - View a .png image file (just the data, without axes, landmask, or legend).

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The Dataset Attribute Structure (.das) for this Dataset

Attributes {
 s {
  Date {
    String long_name "Date";
    String units "unitless";
  }
  Pond {
    String long_name "Pond";
    String units "unitless";
  }
  latitude {
    String _CoordinateAxisType "Lat";
    Float32 actual_range 41.3311, 41.5023;
    String axis "Y";
    String ioos_category "Location";
    String long_name "Latitude";
    String standard_name "latitude";
    String units "degrees_north";
  }
  longitude {
    String _CoordinateAxisType "Lon";
    Float32 actual_range -71.7689, -71.4503;
    String axis "X";
    String ioos_category "Location";
    String long_name "Longitude";
    String standard_name "longitude";
    String units "degrees_east";
  }
  Scientific_name {
    String long_name "Scientific_name";
    String units "unitless";
  }
  Common_name {
    String long_name "Common_name";
    String units "unitless";
  }
  Biomass {
    Float32 actual_range 0.1, 100.219;
    String long_name "Biomass";
    String units "grams";
  }
  Standard_length {
    Float32 actual_range 16.17, 271.3;
    String long_name "Standard_length";
    String units "millimeters";
  }
  Fork_length {
    Float32 actual_range 19.2, 327.7;
    String long_name "Fork_length";
    String units "millimeters";
  }
  Oral_gape_surface {
    Float32 actual_range 0.041, 1.728;
    String long_name "Oral_gape_surface";
    String units "unitless";
  }
  Oral_gape_shape {
    Float32 actual_range 0.617, 4.058;
    String long_name "Oral_gape_shape";
    String units "unitless";
  }
  Oral_gape_position {
    Float32 actual_range 0.097, 5.172;
    String long_name "Oral_gape_position";
    String units "unitless";
  }
  Protrusion {
    Float32 actual_range 0.0, 7.02;
    String long_name "Protrusion";
    String units "millimeters";
  }
  Eye_size {
    Float32 actual_range 0.138, 0.844;
    String long_name "Eye_size";
    String units "unitless";
  }
  Eye_Position {
    Float32 actual_range 0.199, 1.398;
    String long_name "Eye_position";
    String units "unitless";
  }
  Body_transversal_shape {
    Float32 actual_range 0.612, 5.872;
    String long_name "Body_transversal_shape";
    String units "unitless";
  }
  Body_transversal_surface {
    Float32 actual_range 0.884, 22.669;
    String long_name "Body_transversal_surface";
    String units "mm2 per gram";
  }
  Pectoral_in_position {
    Float32 actual_range 0.073, 0.778;
    String long_name "Pectoral_in_position";
    String units "unitless";
  }
  Caudal_peduncle_throttling {
    Float32 actual_range 0.04, 13.043;
    String long_name "Caudal_peduncle_throttling";
    String units "unitless";
  }
  Concentration_of_NH4 {
    Float32 actual_range 0.13, 77.323;
    String long_name "Concentration_of_nh4";
    String units "Micromoles (uM)";
  }
  Concentration_of_PO4 {
    Float32 actual_range 0.0, 16.073;
    String long_name "Concentration_of_po4";
    String units "Micromoles (uM)";
  }
  N_P_ratio {
    Float32 actual_range 0.0, 298.133;
    String long_name "N_p_ratio";
    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.870857.2";
    Float64 Easternmost_Easting -71.4503;
    Float64 geospatial_lat_max 41.5023;
    Float64 geospatial_lat_min 41.3311;
    String geospatial_lat_units "degrees_north";
    Float64 geospatial_lon_max -71.4503;
    Float64 geospatial_lon_min -71.7689;
    String geospatial_lon_units "degrees_east";
    String history 
"2025-03-01T00:19:22Z (local files)
2025-03-01T00:19:22Z https://erddap.bco-dmo.org/erddap/tabledap/bcodmo_dataset_870857_v2.html";
    String infoUrl "https://www.bco-dmo.org/dataset/870857";
    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.";
    Float64 Northernmost_Northing 41.5023;
    String sourceUrl "(local files)";
    Float64 Southernmost_Northing 41.3311;
    String summary "This dataset represents an archive of functional trait data from fish sampled in Rhode Island salt ponds from June to October 2018.";
    String title "[RI Functional Trait Data] - The implications of functional trait variation from fish sampled in Rhode Island salt ponds from June to October 2018 (CAREER: Linking genetic diversity, population density, and disease prevalence in seagrass and oyster ecosystems)";
    Float64 Westernmost_Easting -71.7689;
  }
}

 

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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 Data Access Protocol (DAP) and its selection constraints.

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.

 

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