BCO-DMO ERDDAP
Accessing BCO-DMO data

Make A Graph

Dataset Title:	[Summary data from the Heatwaves and Coral-Recovery Database (HeatCRD)] - Summary data from the Heatwaves and Coral-Recovery Database (HeatCRD) covering global coral reef sites from 1977-2020 (Thermal stress and differential recovery of coral reefs)
Institution:	BCO-DMO (Dataset ID: bcodmo_dataset_933334_v1)
Range:	longitude = -179.97 to 179.96°E, latitude = -30.26 to 34.8°N, depth = 0.0 to 35.0m
Information:	Summary \| License \| FGDC \| ISO 19115 \| Metadata \| Background \| Data Access Form \| Files

To work correctly, this web page requires that JavaScript be enabled in your browser. Please:
1) Enable JavaScript in your browser:
      • Chrome: "Settings : Advanced : Privacy and security : Site Settings : JavaScript"
      • Firefox: (it should be always on!)"
      • Opera: "Settings : Websites : JavaScript"
      • Safari: "Safari : Preferences : Security : Enable JavaScript"
2) Reload this web page.

Graph Type:

X Axis:

Y Axis:

Color:

Constraints	Optional Constraint #1		Optional Constraint #2

Server-side Functions

distinct()

Hover here to see a list of options. Click on an option to select it.

Graph Settings

Marker Type:

Size:

Color:

Color Bar:

Continuity:

Scale:

Minimum:

Maximum:

N Sections:

Draw land mask:

Y Axis Minimum:

Maximum:

(Please be patient. It may take a while to get the data.)

Optional:
Then set the File Type: (File Type information)
and

or view the URL:
(Documentation / Bypass this form

)

Click on the map to specify a new center point.

Zoom:

[The graph you specified. Please be patient.]

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:

Web page authors can embed a graph of the latest data in a web page using HTML <img> tags.
Anyone can use ERDDAPs Slide Sorter to build a personal web page that displays graphs with the latest data (or other images or HTML content), each in its own, draggable slide.

The Dataset Attribute Structure (.das) for this Dataset

Attributes {
 s {
  Site_ID {
    String long_name "Site_id";
    String units "unitless";
  }
  Sample_ID {
    String long_name "Sample_id";
    String units "unitless";
  }
  latitude {
    String _CoordinateAxisType "Lat";
    Float32 actual_range -30.26, 34.8;
    String axis "Y";
    String ioos_category "Location";
    String long_name "Latitude_degrees";
    String standard_name "latitude";
    String units "degrees_north";
  }
  longitude {
    String _CoordinateAxisType "Lon";
    Float32 actual_range -179.97, 179.96;
    String axis "X";
    String ioos_category "Location";
    String long_name "Longitude_degrees";
    String standard_name "longitude";
    String units "degrees_east";
  }
  Ocean_Name {
    String long_name "Ocean_name";
    String units "unitless";
  }
  Realm_Name {
    String long_name "Realm_name";
    String units "unitless";
  }
  Ecoregion_Name {
    String long_name "Ecoregion_name";
    String units "unitless";
  }
  Ecoregion_distance {
    Float32 actual_range 0.0, 2151279.0;
    String long_name "Ecoregion_distance";
    String units "degrees";
  }
  Country_Name {
    String long_name "Country_name";
    String units "unitless";
  }
  State_Island_Province_Name {
    String long_name "State_island_province_name";
    String units "unitless";
  }
  Location_Name {
    String long_name "Location_name";
    String units "unitless";
  }
  Site_Name {
    String long_name "Site_name";
    String units "unitless";
  }
  Habitat_Type {
    String long_name "Habitat_type";
    String units "unitless";
  }
  Habitat_Distance {
    Float32 actual_range 0.0, 16.23;
    String long_name "Habitat_distance";
    String units "degrees";
  }
  Date_Day {
    Int32 actual_range 1, 31;
    String long_name "Date_day";
    String units "unitless";
  }
  Date_Month {
    Int32 actual_range 1, 12;
    String long_name "Date_month";
    String units "unitless";
  }
  Date_Year {
    Int32 actual_range 1977, 2020;
    String long_name "Date_year";
    String units "unitless";
  }
  Date {
    String long_name "Date";
    String units "unitless";
  }
  depth {
    String _CoordinateAxisType "Height";
    String _CoordinateZisPositive "down";
    Float32 actual_range 0.0, 35.0;
    String axis "Z";
    String ioos_category "Location";
    String long_name "Depth";
    String positive "down";
    String standard_name "depth";
    String units "m";
  }
  Distance_to_shore {
    Float32 actual_range 3.21, 288525.2;
    String long_name "Distance_to_shore";
    String units "meters (m)";
  }
  Exposure {
    String long_name "Exposure";
    String units "unitless";
  }
  Turbidity {
    Float32 actual_range 0.02, 1.16;
    String long_name "Turbidity";
    String units "reciprocal meters (m-1)";
  }
  Citation {
    String long_name "Citation";
    String units "unitless";
  }
  Site_Comments {
    String long_name "Site_comments";
    String units "unitless";
  }
  Sample_Comments {
    String long_name "Sample_comments";
    String units "unitless";
  }
  Percent_Hard_Coral_Cover {
    Float32 actual_range 0.0, 100.0;
    String long_name "Percent_hard_coral_cover";
    String units "percent";
  }
  Percent_Macroalgal_Cover {
    Float32 actual_range 0.0, 99.1;
    String long_name "Percent_macroalgal_cover";
    String units "percent";
  }
  Cover_Comments {
    String long_name "Cover_comments";
    String units "unitless";
  }
  MPA_Name {
    String long_name "Mpa_name";
    String units "unitless";
  }
  Designation {
    String long_name "Designation";
    String units "unitless";
  }
  Designation_Type {
    String long_name "Designation_type";
    String units "unitless";
  }
  IUCN_Category {
    String long_name "Iucn_category";
    String units "unitless";
  }
  Marine {
    Int32 actual_range 0, 2;
    String long_name "Marine";
    String units "unitless";
  }
  Reported_Marine_Area {
    Float32 actual_range 0.0, 1968938.0;
    String long_name "Reported_marine_area";
    String units "km2";
  }
  No_Take {
    String long_name "No_take";
    String units "unitless";
  }
  No_Take_Area {
    Float32 actual_range 0.0, 832738.4;
    String long_name "No_take_area";
    String units "km2";
  }
  Status {
    String long_name "Status";
    String units "unitless";
  }
  Status_Year {
    Int32 actual_range 0, 2021;
    String long_name "Status_year";
    String units "year";
  }
  Governance_Type {
    String long_name "Governance_type";
    String units "unitless";
  }
  Ownership_Type {
    String long_name "Ownership_type";
    String units "unitless";
  }
  Management_Authority {
    String long_name "Management_authority";
    String units "unitless";
  }
  MPA_Distance {
    Float32 actual_range 0.0, 10.66;
    String long_name "Mpa_distance";
    String units "degrees";
  }
  ClimSST {
    Float32 actual_range 262.15, 307.04;
    String long_name "Climsst";
    String units "degrees Celsius";
  }
  Temperature_Kelvin {
    Float32 actual_range 290.46, 309.06;
    String long_name "Temperature_kelvin";
    String units "Kelvin";
  }
  Temperature_Mean {
    Float32 actual_range 293.08, 303.52;
    String long_name "Temperature_mean";
    String units "degrees Celsius";
  }
  Temperature_Minimum {
    Float32 actual_range 284.54, 300.35;
    String long_name "Temperature_minimum";
    String units "degrees Celsius";
  }
  Temperature_Maximum {
    Float32 actual_range 301.18, 313.14;
    String long_name "Temperature_maximum";
    String units "degrees Celsius";
  }
  Temperature_Kelvin_Standard_Deviation {
    Float32 actual_range 0.79, 6.08;
    String long_name "Temperature_kelvin_standard_deviation";
    String units "Kelvin";
  }
  Windspeed {
    Float32 actual_range 0.0, 15.0;
    String long_name "Windspeed";
    String units "meters per hour";
  }
  SSTA {
    Float32 actual_range -4.26, 5.35;
    String long_name "Ssta";
    String units "degrees Celsius";
  }
  SSTA_Standard_Deviation {
    Float32 actual_range 0.0, 2.74;
    String long_name "Ssta_standard_deviation";
    String units "degrees Celsius";
  }
  SSTA_Mean {
    Float32 actual_range 0.0, 0.0;
    String long_name "Ssta_mean";
    String units "degrees Celsius";
  }
  SSTA_Minimum {
    Float32 actual_range -8.46, 0.0;
    String long_name "Ssta_minimum";
    String units "degrees Celsius";
  }
  SSTA_Maximum {
    Float32 actual_range 0.0, 13.41;
    String long_name "Ssta_maximum";
    String units "degrees Celsius";
  }
  SSTA_Frequency {
    Float32 actual_range 0.0, 48.0;
    String long_name "Ssta_frequency";
    String units "SSTA per time period";
  }
  SSTA_Frequency_Standard_Deviation {
    Float32 actual_range 0.0, 13.84;
    String long_name "Ssta_frequency_standard_deviation";
    String units "SSTA per time period";
  }
  SSTA_FrequencyMax {
    Float32 actual_range 0.0, 52.0;
    String long_name "Ssta_frequencymax";
    String units "SSTA per time period";
  }
  SSTA_FrequencyMean {
    Float32 actual_range 0.0, 21.0;
    String long_name "Ssta_frequencymean";
    String units "SSTA per time period";
  }
  SSTA_DHW {
    Float32 actual_range 0.0, 44.14;
    String long_name "Ssta_dhw";
    String units "weeks";
  }
  SSTA_DHW_Standard_Deviation {
    Float32 actual_range 0.0, 20.7;
    String long_name "Ssta_dhw_standard_deviation";
    String units "weeks";
  }
  SSTA_DHWMax {
    Float32 actual_range 0.0, 107.22;
    String long_name "Ssta_dhwmax";
    String units "weeks";
  }
  SSTA_DHWMean {
    Float32 actual_range 0.0, 13.15;
    String long_name "Ssta_dhwmean";
    String units "weeks";
  }
  TSA {
    Float32 actual_range -11.48, 5.35;
    String long_name "Tsa";
    String units "degrees Celsius";
  }
  TSA_Standard_Deviation {
    Float32 actual_range 0.0, 6.08;
    String long_name "Tsa_standard_deviation";
    String units "degrees Celsius";
  }
  TSA_Minimum {
    Float32 actual_range -19.12, 0.0;
    String long_name "Tsa_minimum";
    String units "degrees Celsius";
  }
  TSA_Maximum {
    Float32 actual_range 0.0, 11.01;
    String long_name "Tsa_maximum";
    String units "degrees Celsius";
  }
  TSA_Mean {
    Float32 actual_range -7.78, 0.0;
    String long_name "Tsa_mean";
    String units "degrees Celsius";
  }
  TSA_Frequency {
    Float32 actual_range 0.0, 44.0;
    String long_name "Tsa_frequency";
    String units "TSA per time period";
  }
  TSA_Frequency_Standard_Deviation {
    Float32 actual_range 0.0, 13.06;
    String long_name "Tsa_frequency_standard_deviation";
    String units "TSA per time period";
  }
  TSA_FrequencyMax {
    Float32 actual_range 0.0, 52.0;
    String long_name "Tsa_frequencymax";
    String units "TSA per time period";
  }
  TSA_FrequencyMean {
    Float32 actual_range 0.0, 20.0;
    String long_name "Tsa_frequencymean";
    String units "TSA per time period";
  }
  TSA_DHW {
    Float32 actual_range 0.0, 41.37;
    String long_name "Tsa_dhw";
    String units "weeks";
  }
  TSA_DHW_Standard_Deviation {
    Float32 actual_range 0.0, 14.46;
    String long_name "Tsa_dhw_standard_deviation";
    String units "weeks";
  }
  TSA_DHWMax {
    Float32 actual_range 0.0, 61.23;
    String long_name "Tsa_dhwmax";
    String units "weeks";
  }
  TSA_DHWMean {
    Float32 actual_range 0.0, 12.97;
    String long_name "Tsa_dhwmean";
    String units "weeks";
  }
 }
  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.933334.1";
    Float64 Easternmost_Easting 179.96;
    Float64 geospatial_lat_max 34.8;
    Float64 geospatial_lat_min -30.26;
    String geospatial_lat_units "degrees_north";
    Float64 geospatial_lon_max 179.96;
    Float64 geospatial_lon_min -179.97;
    String geospatial_lon_units "degrees_east";
    Float64 geospatial_vertical_max 35.0;
    Float64 geospatial_vertical_min 0.0;
    String geospatial_vertical_positive "down";
    String geospatial_vertical_units "m";
    String history 
"2024-11-08T16:13:17Z (local files)
2024-11-08T16:13:17Z https://erddap.bco-dmo.org/tabledap/bcodmo_dataset_933334_v1.das";
    String infoUrl "https://www.bco-dmo.org/dataset/933334";
    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 34.8;
    String sourceUrl "(local files)";
    Float64 Southernmost_Northing -30.26;
    String summary 
"This dataset is a summary table of the Heatwaves and Coral-Recovery Database (HeatCRD) introduced in van Woesik and Kratochwill (2024). The HeatCRD is the most comprehensive reference on coral recovery following marine heatwaves and other disturbances, encompassing 29,205 data records spanning 44 years from 12,266 sites, 83 countries, and 160 data sources. These data provide essential information to coral-reef scientists and managers to best guide coral-reef conservation efforts at both local and regional scales.
The dataset includes metadata for coral reef sampling events, such as site descriptions, geographical coordinates, depth, distance to shore, exposure, turbidity, coral cover percentages, MPA descriptions, temperature measurements, windspeed, and thermal stress indicators over 23 years.

See van Woesik and Kratochwill (2024) https://doi.org/10.1038/s41597-024-03221-3 for more information.";
    String title "[Summary data from the Heatwaves and Coral-Recovery Database (HeatCRD)] - Summary data from the Heatwaves and Coral-Recovery Database (HeatCRD) covering global coral reef sites from 1977-2020 (Thermal stress and differential recovery of coral reefs)";
    Float64 Westernmost_Easting -179.97;
  }
}

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.

ERDDAP, Version 2.22
Disclaimers | Privacy Policy | Contact