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     data   graph     files  public [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)
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The Dataset's Variables and Attributes

Row Type Variable Name Attribute Name Data Type Value
attribute NC_GLOBAL cdm_data_type String Other
attribute NC_GLOBAL Conventions String COARDS, CF-1.6, ACDD-1.3
attribute NC_GLOBAL creator_email String info at bco-dmo.org
attribute NC_GLOBAL creator_name String BCO-DMO
attribute NC_GLOBAL creator_url String https://www.bco-dmo.org/ (external link)
attribute NC_GLOBAL doi String 10.26008/1912/bco-dmo.933334.1
attribute NC_GLOBAL Easternmost_Easting double 179.96
attribute NC_GLOBAL geospatial_lat_max double 34.8
attribute NC_GLOBAL geospatial_lat_min double -30.26
attribute NC_GLOBAL geospatial_lat_units String degrees_north
attribute NC_GLOBAL geospatial_lon_max double 179.96
attribute NC_GLOBAL geospatial_lon_min double -179.97
attribute NC_GLOBAL geospatial_lon_units String degrees_east
attribute NC_GLOBAL geospatial_vertical_max double 35.0
attribute NC_GLOBAL geospatial_vertical_min double 0.0
attribute NC_GLOBAL geospatial_vertical_positive String down
attribute NC_GLOBAL geospatial_vertical_units String m
attribute NC_GLOBAL infoUrl String https://www.bco-dmo.org/dataset/933334 (external link)
attribute NC_GLOBAL institution String BCO-DMO
attribute NC_GLOBAL license String 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.
attribute NC_GLOBAL Northernmost_Northing double 34.8
attribute NC_GLOBAL sourceUrl String (local files)
attribute NC_GLOBAL Southernmost_Northing double -30.26
attribute NC_GLOBAL summary String 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.
attribute NC_GLOBAL title String [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)
attribute NC_GLOBAL Westernmost_Easting double -179.97
variable Site_ID   String  
attribute Site_ID long_name String Site_id
attribute Site_ID units String unitless
variable Sample_ID   String  
attribute Sample_ID long_name String Sample_id
attribute Sample_ID units String unitless
variable latitude   float  
attribute latitude _CoordinateAxisType String Lat
attribute latitude actual_range float -30.26, 34.8
attribute latitude axis String Y
attribute latitude ioos_category String Location
attribute latitude long_name String Latitude_degrees
attribute latitude standard_name String latitude
attribute latitude units String degrees_north
variable longitude   float  
attribute longitude _CoordinateAxisType String Lon
attribute longitude actual_range float -179.97, 179.96
attribute longitude axis String X
attribute longitude ioos_category String Location
attribute longitude long_name String Longitude_degrees
attribute longitude standard_name String longitude
attribute longitude units String degrees_east
variable Ocean_Name   String  
attribute Ocean_Name long_name String Ocean_name
attribute Ocean_Name units String unitless
variable Realm_Name   String  
attribute Realm_Name long_name String Realm_name
attribute Realm_Name units String unitless
variable Ecoregion_Name   String  
attribute Ecoregion_Name long_name String Ecoregion_name
attribute Ecoregion_Name units String unitless
variable Ecoregion_distance   float  
attribute Ecoregion_distance actual_range float 0.0, 2151279.0
attribute Ecoregion_distance long_name String Ecoregion_distance
attribute Ecoregion_distance units String degrees
variable Country_Name   String  
attribute Country_Name long_name String Country_name
attribute Country_Name units String unitless
variable State_Island_Province_Name   String  
attribute State_Island_Province_Name long_name String State_island_province_name
attribute State_Island_Province_Name units String unitless
variable Location_Name   String  
attribute Location_Name long_name String Location_name
attribute Location_Name units String unitless
variable Site_Name   String  
attribute Site_Name long_name String Site_name
attribute Site_Name units String unitless
variable Habitat_Type   String  
attribute Habitat_Type long_name String Habitat_type
attribute Habitat_Type units String unitless
variable Habitat_Distance   float  
attribute Habitat_Distance actual_range float 0.0, 16.23
attribute Habitat_Distance long_name String Habitat_distance
attribute Habitat_Distance units String degrees
variable Date_Day   int  
attribute Date_Day actual_range int 1, 31
attribute Date_Day long_name String Date_day
attribute Date_Day units String unitless
variable Date_Month   int  
attribute Date_Month actual_range int 1, 12
attribute Date_Month long_name String Date_month
attribute Date_Month units String unitless
variable Date_Year   int  
attribute Date_Year actual_range int 1977, 2020
attribute Date_Year long_name String Date_year
attribute Date_Year units String unitless
variable Date   String  
attribute Date long_name String Date
attribute Date units String unitless
variable depth   float  
attribute depth _CoordinateAxisType String Height
attribute depth _CoordinateZisPositive String down
attribute depth actual_range float 0.0, 35.0
attribute depth axis String Z
attribute depth ioos_category String Location
attribute depth long_name String Depth
attribute depth positive String down
attribute depth standard_name String depth
attribute depth units String m
variable Distance_to_shore   float  
attribute Distance_to_shore actual_range float 3.21, 288525.2
attribute Distance_to_shore long_name String Distance_to_shore
attribute Distance_to_shore units String meters (m)
variable Exposure   String  
attribute Exposure long_name String Exposure
attribute Exposure units String unitless
variable Turbidity   float  
attribute Turbidity actual_range float 0.02, 1.16
attribute Turbidity long_name String Turbidity
attribute Turbidity units String reciprocal meters (m-1)
variable Citation   String  
attribute Citation long_name String Citation
attribute Citation units String unitless
variable Site_Comments   String  
attribute Site_Comments long_name String Site_comments
attribute Site_Comments units String unitless
variable Sample_Comments   String  
attribute Sample_Comments long_name String Sample_comments
attribute Sample_Comments units String unitless
variable Percent_Hard_Coral_Cover   float  
attribute Percent_Hard_Coral_Cover actual_range float 0.0, 100.0
attribute Percent_Hard_Coral_Cover long_name String Percent_hard_coral_cover
attribute Percent_Hard_Coral_Cover units String percent
variable Percent_Macroalgal_Cover   float  
attribute Percent_Macroalgal_Cover actual_range float 0.0, 99.1
attribute Percent_Macroalgal_Cover long_name String Percent_macroalgal_cover
attribute Percent_Macroalgal_Cover units String percent
variable Cover_Comments   String  
attribute Cover_Comments long_name String Cover_comments
attribute Cover_Comments units String unitless
variable MPA_Name   String  
attribute MPA_Name long_name String Mpa_name
attribute MPA_Name units String unitless
variable Designation   String  
attribute Designation long_name String Designation
attribute Designation units String unitless
variable Designation_Type   String  
attribute Designation_Type long_name String Designation_type
attribute Designation_Type units String unitless
variable IUCN_Category   String  
attribute IUCN_Category long_name String Iucn_category
attribute IUCN_Category units String unitless
variable Marine   int  
attribute Marine actual_range int 0, 2
attribute Marine long_name String Marine
attribute Marine units String unitless
variable Reported_Marine_Area   float  
attribute Reported_Marine_Area actual_range float 0.0, 1968938.0
attribute Reported_Marine_Area long_name String Reported_marine_area
attribute Reported_Marine_Area units String km2
variable No_Take   String  
attribute No_Take long_name String No_take
attribute No_Take units String unitless
variable No_Take_Area   float  
attribute No_Take_Area actual_range float 0.0, 832738.4
attribute No_Take_Area long_name String No_take_area
attribute No_Take_Area units String km2
variable Status   String  
attribute Status long_name String Status
attribute Status units String unitless
variable Status_Year   int  
attribute Status_Year actual_range int 0, 2021
attribute Status_Year long_name String Status_year
attribute Status_Year units String year
variable Governance_Type   String  
attribute Governance_Type long_name String Governance_type
attribute Governance_Type units String unitless
variable Ownership_Type   String  
attribute Ownership_Type long_name String Ownership_type
attribute Ownership_Type units String unitless
variable Management_Authority   String  
attribute Management_Authority long_name String Management_authority
attribute Management_Authority units String unitless
variable MPA_Distance   float  
attribute MPA_Distance actual_range float 0.0, 10.66
attribute MPA_Distance long_name String Mpa_distance
attribute MPA_Distance units String degrees
variable ClimSST   float  
attribute ClimSST actual_range float 262.15, 307.04
attribute ClimSST long_name String Climsst
attribute ClimSST units String degrees Celsius
variable Temperature_Kelvin   float  
attribute Temperature_Kelvin actual_range float 290.46, 309.06
attribute Temperature_Kelvin long_name String Temperature_kelvin
attribute Temperature_Kelvin units String Kelvin
variable Temperature_Mean   float  
attribute Temperature_Mean actual_range float 293.08, 303.52
attribute Temperature_Mean long_name String Temperature_mean
attribute Temperature_Mean units String degrees Celsius
variable Temperature_Minimum   float  
attribute Temperature_Minimum actual_range float 284.54, 300.35
attribute Temperature_Minimum long_name String Temperature_minimum
attribute Temperature_Minimum units String degrees Celsius
variable Temperature_Maximum   float  
attribute Temperature_Maximum actual_range float 301.18, 313.14
attribute Temperature_Maximum long_name String Temperature_maximum
attribute Temperature_Maximum units String degrees Celsius
variable Temperature_Kelvin_Standard_Deviation   float  
attribute Temperature_Kelvin_Standard_Deviation actual_range float 0.79, 6.08
attribute Temperature_Kelvin_Standard_Deviation long_name String Temperature_kelvin_standard_deviation
attribute Temperature_Kelvin_Standard_Deviation units String Kelvin
variable Windspeed   float  
attribute Windspeed actual_range float 0.0, 15.0
attribute Windspeed long_name String Windspeed
attribute Windspeed units String meters per hour
variable SSTA   float  
attribute SSTA actual_range float -4.26, 5.35
attribute SSTA long_name String Ssta
attribute SSTA units String degrees Celsius
variable SSTA_Standard_Deviation   float  
attribute SSTA_Standard_Deviation actual_range float 0.0, 2.74
attribute SSTA_Standard_Deviation long_name String Ssta_standard_deviation
attribute SSTA_Standard_Deviation units String degrees Celsius
variable SSTA_Mean   float  
attribute SSTA_Mean actual_range float 0.0, 0.0
attribute SSTA_Mean long_name String Ssta_mean
attribute SSTA_Mean units String degrees Celsius
variable SSTA_Minimum   float  
attribute SSTA_Minimum actual_range float -8.46, 0.0
attribute SSTA_Minimum long_name String Ssta_minimum
attribute SSTA_Minimum units String degrees Celsius
variable SSTA_Maximum   float  
attribute SSTA_Maximum actual_range float 0.0, 13.41
attribute SSTA_Maximum long_name String Ssta_maximum
attribute SSTA_Maximum units String degrees Celsius
variable SSTA_Frequency   float  
attribute SSTA_Frequency actual_range float 0.0, 48.0
attribute SSTA_Frequency long_name String Ssta_frequency
attribute SSTA_Frequency units String SSTA per time period
variable SSTA_Frequency_Standard_Deviation   float  
attribute SSTA_Frequency_Standard_Deviation actual_range float 0.0, 13.84
attribute SSTA_Frequency_Standard_Deviation long_name String Ssta_frequency_standard_deviation
attribute SSTA_Frequency_Standard_Deviation units String SSTA per time period
variable SSTA_FrequencyMax   float  
attribute SSTA_FrequencyMax actual_range float 0.0, 52.0
attribute SSTA_FrequencyMax long_name String Ssta_frequencymax
attribute SSTA_FrequencyMax units String SSTA per time period
variable SSTA_FrequencyMean   float  
attribute SSTA_FrequencyMean actual_range float 0.0, 21.0
attribute SSTA_FrequencyMean long_name String Ssta_frequencymean
attribute SSTA_FrequencyMean units String SSTA per time period
variable SSTA_DHW   float  
attribute SSTA_DHW actual_range float 0.0, 44.14
attribute SSTA_DHW long_name String Ssta_dhw
attribute SSTA_DHW units String weeks
variable SSTA_DHW_Standard_Deviation   float  
attribute SSTA_DHW_Standard_Deviation actual_range float 0.0, 20.7
attribute SSTA_DHW_Standard_Deviation long_name String Ssta_dhw_standard_deviation
attribute SSTA_DHW_Standard_Deviation units String weeks
variable SSTA_DHWMax   float  
attribute SSTA_DHWMax actual_range float 0.0, 107.22
attribute SSTA_DHWMax long_name String Ssta_dhwmax
attribute SSTA_DHWMax units String weeks
variable SSTA_DHWMean   float  
attribute SSTA_DHWMean actual_range float 0.0, 13.15
attribute SSTA_DHWMean long_name String Ssta_dhwmean
attribute SSTA_DHWMean units String weeks
variable TSA   float  
attribute TSA actual_range float -11.48, 5.35
attribute TSA long_name String Tsa
attribute TSA units String degrees Celsius
variable TSA_Standard_Deviation   float  
attribute TSA_Standard_Deviation actual_range float 0.0, 6.08
attribute TSA_Standard_Deviation long_name String Tsa_standard_deviation
attribute TSA_Standard_Deviation units String degrees Celsius
variable TSA_Minimum   float  
attribute TSA_Minimum actual_range float -19.12, 0.0
attribute TSA_Minimum long_name String Tsa_minimum
attribute TSA_Minimum units String degrees Celsius
variable TSA_Maximum   float  
attribute TSA_Maximum actual_range float 0.0, 11.01
attribute TSA_Maximum long_name String Tsa_maximum
attribute TSA_Maximum units String degrees Celsius
variable TSA_Mean   float  
attribute TSA_Mean actual_range float -7.78, 0.0
attribute TSA_Mean long_name String Tsa_mean
attribute TSA_Mean units String degrees Celsius
variable TSA_Frequency   float  
attribute TSA_Frequency actual_range float 0.0, 44.0
attribute TSA_Frequency long_name String Tsa_frequency
attribute TSA_Frequency units String TSA per time period
variable TSA_Frequency_Standard_Deviation   float  
attribute TSA_Frequency_Standard_Deviation actual_range float 0.0, 13.06
attribute TSA_Frequency_Standard_Deviation long_name String Tsa_frequency_standard_deviation
attribute TSA_Frequency_Standard_Deviation units String TSA per time period
variable TSA_FrequencyMax   float  
attribute TSA_FrequencyMax actual_range float 0.0, 52.0
attribute TSA_FrequencyMax long_name String Tsa_frequencymax
attribute TSA_FrequencyMax units String TSA per time period
variable TSA_FrequencyMean   float  
attribute TSA_FrequencyMean actual_range float 0.0, 20.0
attribute TSA_FrequencyMean long_name String Tsa_frequencymean
attribute TSA_FrequencyMean units String TSA per time period
variable TSA_DHW   float  
attribute TSA_DHW actual_range float 0.0, 41.37
attribute TSA_DHW long_name String Tsa_dhw
attribute TSA_DHW units String weeks
variable TSA_DHW_Standard_Deviation   float  
attribute TSA_DHW_Standard_Deviation actual_range float 0.0, 14.46
attribute TSA_DHW_Standard_Deviation long_name String Tsa_dhw_standard_deviation
attribute TSA_DHW_Standard_Deviation units String weeks
variable TSA_DHWMax   float  
attribute TSA_DHWMax actual_range float 0.0, 61.23
attribute TSA_DHWMax long_name String Tsa_dhwmax
attribute TSA_DHWMax units String weeks
variable TSA_DHWMean   float  
attribute TSA_DHWMean actual_range float 0.0, 12.97
attribute TSA_DHWMean long_name String Tsa_dhwmean
attribute TSA_DHWMean units String weeks

The information in the table above is also available in other file formats (.csv, .htmlTable, .itx, .json, .jsonlCSV1, .jsonlCSV, .jsonlKVP, .mat, .nc, .nccsv, .tsv, .xhtml) via a RESTful web service.


 
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