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            <gmx:Anchor xlink:href="http://lod.bco-dmo.org/id/dataset/918134.rdf" xlink:actuate="onRequest">Benthic community composition from Heron Island, southern Great Barrier Reef determined from 2015 to 2020</gmx:Anchor>
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            <gco:CharacterString>Cite this dataset as: Brown, K., Barott, K. (2024) Benthic community composition from Heron Island, southern Great Barrier Reef determined from 2015 to 2020. Biological and Chemical Oceanography Data Management Office (BCO-DMO). (Version 1) Version Date 2024-01-23 [if applicable, indicate subset used]. doi:10.26008/1912/bco-dmo.918134.1 [access date]</gco:CharacterString>
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        <gco:CharacterString>Benthic community composition from Heron Island (2015-2020) Dataset Description:  Methods and Sampling: &amp;lt;p&amp;gt;&amp;lt;strong&amp;gt;Study location:&amp;lt;/strong&amp;gt;&amp;lt;br /&amp;gt;
This study was conducted across eight sites at Heron Island, southern Great Barrier Reef (23°27’ S 151°55’ E), previously characterized in detail (Brown et al. 2018, 2020). Briefly, sites included each geomorphological habitat of Heron Reef: reef slope, reef crest, reef flat, shallow lagoon, and deep lagoon (Phinn et al. 2012) (Fig. 1 of Brown et al. 2023). The geomorphological habitats of Heron Reef are distinguished by diverse benthic communities, with hard coral cover higher within the reef slope and macroalgae cover greater within the lagoonal habitats (Brown et al. 2018; Roelfsema et al. 2021). Reef-wide coral cover in 2015 and 2016 was amongst the highest observations in the past 60 years (Connell et al. 1997; Brown et al. 2018; Roelfsema et al. 2021) (e.g., ~75% within the south-west reef slope and ~20% within lagoon), making these years optimal as a recent baseline record.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;Within the reef slope habitat, four sites were established: two within the north-east section of the reef (Fourth Point, 4.2 meters (m) and 8 m) and two within the south-west (Harry’s Bommie, 6.1 m and 8.2 m) (Fig. 1 of Brown et al. 2023). The northeast of Heron Reef is the exposed side, subject to extreme wave forces during cyclones, whereas the south-west is sheltered from waves generated by both the south-east trade winds and extreme wave action of cyclones (Connell et al. 1997). One site was established in each other geomorphological habitat, with each site sharing its name: Reef Crest (RC; 0.9 m), Reef Flat (RF; 0.7 m), Shallow Lagoon (SL; 1.3 m) and Deep Lagoon (DL; 2.6 m) (Fig. 1 of Brown et al. 2023). Inside the lagoon, semidiurnal tidal fluctuations result in higher variability in temperature and pH than reef slope sites (Brown et al. 2018; Cyronak et al. 2020) (Fig. 2, Fig. S1 of Brown et al. 2023). Photosynthetically active radiation (PAR; µmol quanta m⁻²s⁻¹) is lower within reef slope habitats (HB5: 75.9, HB8: 72.8, FP5: 179.4, FP8: 58.9) than within the lagoon habitats (RC: 199.2, RF: 371.7, SL: 201.8, DL: 198.8), due to differences in depth (Brown et al. 2018; Cyronak et al. 2020). Mean depth and PAR were determined by use of Conductivity Temperature Depth (CTD) units that continuously recorded between July 2015 and November 2016 (SBE 16plus V2 SEACAT fitted with an auxiliary PAR sensor, Satlantic/ECO-PAR sensor) (see Brown et al. 2018 for more detailed methodology).&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;&amp;lt;strong&amp;gt;Benthic community composition:&amp;lt;/strong&amp;gt;&amp;lt;br /&amp;gt;
Benthic community composition was recorded in August 2020 using the method described by Brown et al. 2018. During each survey, three replicate 15-meter (m) transects were laid north, east, and west from a permanent reference point. Quadrats (0.25 square meters (m²)) were alternated right and left every 0.5 m along the transect line, totaling 30 quadrats per transect. Percent cover of each quadrat was recorded in situ from 22 specific categories. The four main categories were hard coral, other invertebrates (including soft corals and sponges), algae, and substrate. Hard corals were differentiated into family and growth form: Acroporidae- tabular/corymbose/digitate (ARC-TCD), Acroporidae- branching (ACR-BRA), Acroporidae- plating/encrusting (ACR-PE), Pocilloporidae (POCI); Poritidae-massive (POR-M); Poritidae-encrusting/plating varieties (POR-PE); Poritidae-branching (POR-BRA); Faviidae-Lobophyllidae (FAV-LOB); and other hard corals (including non-scleractinian corals). Bleaching status was recorded to family and growth form for all live corals and due to low bleaching prevalence across sites (Fig. S2 of Brown et al. 2023), combined as 'bleached hard coral' for analyses. Macroalgae were separated as: fleshy macroalgae, calcifying algae of the genus Halimeda, articulate/crustose coralline algae (ACA/CCA), and turf algae/cyanobacteria. Substrate was divided into sand/sediment, coral rubble, and recently dead hard coral (i.e., coral skeletons with epithetic algal community with turf height &amp;amp;lt;3 millimeters (mm)). Recently dead hard coral was also recorded to family and growth form where possible (Fig. S2 of Brown et al. 2023).&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;Benthic community composition in 2020 was compared to data collected in July 2015 and August 2016 along the same transects (Brown et al. 2018). All surveys were conducted within the same season (austral winter) because macroalgae display significant shifts in composition and abundance across seasons (Brown et al. 2018). The relative changes in hard coral (including bleached coral), algae, and hard substrate (including coral rubble and recently dead coral) were determined by subtracting the mean between years and dividing by the initial cover.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;&amp;lt;strong&amp;gt;For more detailed information, please see:&amp;lt;/strong&amp;gt;&amp;lt;br /&amp;gt;
Brown, K.T., Eyal, G., Dove, S.G. et al. (2023) Fine-scale heterogeneity reveals disproportionate thermal stress and coral mortality in thermally variable reef habitats during a marine heatwave. Coral Reefs 42, 131-142. &amp;lt;a href=&amp;quot;https://doi.org/10.1007/s00338-022-02328-6&amp;quot; target=&amp;quot;_blank&amp;quot;&amp;gt;https://doi.org/10.1007/s00338-022-02328-6&amp;lt;/a&amp;gt;&amp;lt;/p&amp;gt;</gco:CharacterString>
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        <gmx:Anchor xlink:href="http://lod.bco-dmo.org/id/award/843346.rdf" xlink:title="OCE-1923743" xlink:actuate="onRequest">Funding provided by NSF Division of Ocean Sciences (NSF OCE) Award Number: OCE-1923743 Award URL: https://www.nsf.gov/awardsearch/show-award?AWD_ID=1923743</gmx:Anchor>
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Coral reefs are incredibly diverse ecosystems that provide food, tourism revenue, and shoreline protection for coastal communities. The ability of coral reefs to continue providing these services to society is currently threatened by climate change, which has led to increasing ocean temperatures and acidity that can lead to the death of corals, the animals that build the reef framework upon which so many species depend. This project examines how temperature and acidification stress work together to influence the future health and survival of corals. The scientists are carrying out the project in Hawaii where they have found individual corals with different sensitivities to temperature stress that are living on reefs with different environmental pH conditions. This project improves understanding of how an individual coral's history influences its response to multiple stressors and helps identify the conditions that are most likely to support resilient coral communities. The project will generate extensive biological and physicochemical data that will be made freely available. Furthermore, this project supports the education and training of undergraduate and high school students and one postdoctoral researcher in marine science and coral reef ecology. Hands-on activities for high school students are being developed into a free online educational resource.&lt;/p&gt;
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http://lod.bco-dmo.org/id/dataset-parameter/918147.rdf
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	Units: meters (m)
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http://lod.bco-dmo.org/id/dataset-parameter/918148.rdf
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	Units: unitless
	Description: &lt;p&gt;Transect ID number. There were 3 replicate transects per site.&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/918149.rdf
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http://lod.bco-dmo.org/id/dataset-parameter/918151.rdf
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http://lod.bco-dmo.org/id/dataset-parameter/918152.rdf
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	Units: percent cover (%)
	Description: &lt;p&gt;Acroporidae- tabular/corymbose/digitate&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/918153.rdf
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	Units: percent cover (%)
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http://lod.bco-dmo.org/id/dataset-parameter/918154.rdf
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	Units: percent cover (%)
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http://lod.bco-dmo.org/id/dataset-parameter/918155.rdf
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	Units: percent cover (%)
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http://lod.bco-dmo.org/id/dataset-parameter/918156.rdf
	Name: POR_MASS
	Units: percent cover (%)
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http://lod.bco-dmo.org/id/dataset-parameter/918157.rdf
	Name: POR_ENC
	Units: percent cover (%)
	Description: &lt;p&gt;Poritidae-encrusting/plating varieties (POR-PE)&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/918158.rdf
	Name: POR_BRA
	Units: percent cover (%)
	Description: &lt;p&gt;Poritidae-branching (POR-BRA)&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/918159.rdf
	Name: FAV_LOB
	Units: percent cover (%)
	Description: &lt;p&gt;Faviidae-Lobophyllidae (FAV-LOB)&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/918160.rdf
	Name: Other_hard
	Units: percent cover (%)
	Description: &lt;p&gt;other hard corals (including non-scleractinian corals)&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/918161.rdf
	Name: Soft_coral
	Units: percent cover (%)
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http://lod.bco-dmo.org/id/dataset-parameter/918162.rdf
	Name: Giant_Clam
	Units: percent cover (%)
	Description: &lt;p&gt;giant clam&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/918163.rdf
	Name: Sea_Cuke
	Units: percent cover (%)
	Description: &lt;p&gt;sea cucumbers&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/918164.rdf
	Name: OTH_INV
	Units: percent cover (%)
	Description: &lt;p&gt;other invertebrates&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/918165.rdf
	Name: Macroalgae
	Units: percent cover (%)
	Description: &lt;p&gt;fleshy macroalgae&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/918166.rdf
	Name: Halimeda
	Units: percent cover (%)
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http://lod.bco-dmo.org/id/dataset-parameter/918167.rdf
	Name: Turf_Cyano
	Units: percent cover (%)
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http://lod.bco-dmo.org/id/dataset-parameter/918168.rdf
	Name: CCA_ACA
	Units: percent cover (%)
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http://lod.bco-dmo.org/id/dataset-parameter/918169.rdf
	Name: Sand_Sed
	Units: percent cover (%)
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http://lod.bco-dmo.org/id/dataset-parameter/918170.rdf
	Name: Coral_Rubble
	Units: percent cover (%)
	Description: &lt;p&gt;coral rubble&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/918171.rdf
	Name: Bleached_coral
	Units: percent cover (%)
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http://lod.bco-dmo.org/id/dataset-parameter/918172.rdf
	Name: Bare_Rock
	Units: percent cover (%)
	Description: &lt;p&gt;recently dead hard coral (i.e., coral skeletons with epithetic algal community with turf height &amp;lt;3 mm)&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/918173.rdf
	Name: Temperature_mean
	Units: degrees Celsius
	Description: &lt;p&gt;Mean temperature by year and site&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/918174.rdf
	Name: Temperature_max
	Units: degrees Celsius
	Description: &lt;p&gt;Maximum temperature by year and site&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/918175.rdf
	Name: Temperature_min
	Units: degrees Celsius
	Description: &lt;p&gt;Minimum temperature by year and site&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/918176.rdf
	Name: Amplitude
	Units: degrees Celsius per day
	Description: &lt;p&gt;Mean diel temperature amplitude by year and site&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/918177.rdf
	Name: DHW
	Units: degrees Celsius per week
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                <gco:CharacterString>&amp;lt;p&amp;gt;&amp;lt;strong&amp;gt;Study location:&amp;lt;/strong&amp;gt;&amp;lt;br /&amp;gt;
This study was conducted across eight sites at Heron Island, southern Great Barrier Reef (23°27’ S 151°55’ E), previously characterized in detail (Brown et al. 2018, 2020). Briefly, sites included each geomorphological habitat of Heron Reef: reef slope, reef crest, reef flat, shallow lagoon, and deep lagoon (Phinn et al. 2012) (Fig. 1 of Brown et al. 2023). The geomorphological habitats of Heron Reef are distinguished by diverse benthic communities, with hard coral cover higher within the reef slope and macroalgae cover greater within the lagoonal habitats (Brown et al. 2018; Roelfsema et al. 2021). Reef-wide coral cover in 2015 and 2016 was amongst the highest observations in the past 60 years (Connell et al. 1997; Brown et al. 2018; Roelfsema et al. 2021) (e.g., ~75% within the south-west reef slope and ~20% within lagoon), making these years optimal as a recent baseline record.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;Within the reef slope habitat, four sites were established: two within the north-east section of the reef (Fourth Point, 4.2 meters (m) and 8 m) and two within the south-west (Harry’s Bommie, 6.1 m and 8.2 m) (Fig. 1 of Brown et al. 2023). The northeast of Heron Reef is the exposed side, subject to extreme wave forces during cyclones, whereas the south-west is sheltered from waves generated by both the south-east trade winds and extreme wave action of cyclones (Connell et al. 1997). One site was established in each other geomorphological habitat, with each site sharing its name: Reef Crest (RC; 0.9 m), Reef Flat (RF; 0.7 m), Shallow Lagoon (SL; 1.3 m) and Deep Lagoon (DL; 2.6 m) (Fig. 1 of Brown et al. 2023). Inside the lagoon, semidiurnal tidal fluctuations result in higher variability in temperature and pH than reef slope sites (Brown et al. 2018; Cyronak et al. 2020) (Fig. 2, Fig. S1 of Brown et al. 2023). Photosynthetically active radiation (PAR; µmol quanta m⁻²s⁻¹) is lower within reef slope habitats (HB5: 75.9, HB8: 72.8, FP5: 179.4, FP8: 58.9) than within the lagoon habitats (RC: 199.2, RF: 371.7, SL: 201.8, DL: 198.8), due to differences in depth (Brown et al. 2018; Cyronak et al. 2020). Mean depth and PAR were determined by use of Conductivity Temperature Depth (CTD) units that continuously recorded between July 2015 and November 2016 (SBE 16plus V2 SEACAT fitted with an auxiliary PAR sensor, Satlantic/ECO-PAR sensor) (see Brown et al. 2018 for more detailed methodology).&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;&amp;lt;strong&amp;gt;Benthic community composition:&amp;lt;/strong&amp;gt;&amp;lt;br /&amp;gt;
Benthic community composition was recorded in August 2020 using the method described by Brown et al. 2018. During each survey, three replicate 15-meter (m) transects were laid north, east, and west from a permanent reference point. Quadrats (0.25 square meters (m²)) were alternated right and left every 0.5 m along the transect line, totaling 30 quadrats per transect. Percent cover of each quadrat was recorded in situ from 22 specific categories. The four main categories were hard coral, other invertebrates (including soft corals and sponges), algae, and substrate. Hard corals were differentiated into family and growth form: Acroporidae- tabular/corymbose/digitate (ARC-TCD), Acroporidae- branching (ACR-BRA), Acroporidae- plating/encrusting (ACR-PE), Pocilloporidae (POCI); Poritidae-massive (POR-M); Poritidae-encrusting/plating varieties (POR-PE); Poritidae-branching (POR-BRA); Faviidae-Lobophyllidae (FAV-LOB); and other hard corals (including non-scleractinian corals). Bleaching status was recorded to family and growth form for all live corals and due to low bleaching prevalence across sites (Fig. S2 of Brown et al. 2023), combined as 'bleached hard coral' for analyses. Macroalgae were separated as: fleshy macroalgae, calcifying algae of the genus Halimeda, articulate/crustose coralline algae (ACA/CCA), and turf algae/cyanobacteria. Substrate was divided into sand/sediment, coral rubble, and recently dead hard coral (i.e., coral skeletons with epithetic algal community with turf height &amp;amp;lt;3 millimeters (mm)). Recently dead hard coral was also recorded to family and growth form where possible (Fig. S2 of Brown et al. 2023).&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;Benthic community composition in 2020 was compared to data collected in July 2015 and August 2016 along the same transects (Brown et al. 2018). All surveys were conducted within the same season (austral winter) because macroalgae display significant shifts in composition and abundance across seasons (Brown et al. 2018). The relative changes in hard coral (including bleached coral), algae, and hard substrate (including coral rubble and recently dead coral) were determined by subtracting the mean between years and dividing by the initial cover.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;&amp;lt;strong&amp;gt;For more detailed information, please see:&amp;lt;/strong&amp;gt;&amp;lt;br /&amp;gt;
Brown, K.T., Eyal, G., Dove, S.G. et al. (2023) Fine-scale heterogeneity reveals disproportionate thermal stress and coral mortality in thermally variable reef habitats during a marine heatwave. Coral Reefs 42, 131-142. &amp;lt;a href=&amp;quot;https://doi.org/10.1007/s00338-022-02328-6&amp;quot; target=&amp;quot;_blank&amp;quot;&amp;gt;https://doi.org/10.1007/s00338-022-02328-6&amp;lt;/a&amp;gt;&amp;lt;/p&amp;gt;</gco:CharacterString>
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                  <gco:CharacterString>- Imported the original file &amp;quot;All benthic community composition at Heron Island 2015-2020.xlsx&amp;quot; into the BCO-DMO system.
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- Created columns for Latitude and Longitude using the site locations provided as part of the temperature dataset metadata.
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        <gco:CharacterString>Monday - Friday 8:00am - 5:00pm</gco:CharacterString>
      </gmd:hoursOfService>
		  <gmd:contactInstructions>
		    <gco:CharacterString>For questions regarding this resource, please contact BCO-DMO via the email address provided.</gco:CharacterString>
		  </gmd:contactInstructions>
		</gmd:CI_Contact>
  </gmd:contactInfo>
  <gmd:role>
    <gmd:CI_RoleCode codeList="http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#CI_RoleCode" codeListValue="pointOfContact"  codeSpace="007">pointOfContact</gmd:CI_RoleCode>
  </gmd:role>
</gmd:CI_ResponsibleParty>
      </gmd:contact>
    </gmd:MD_MaintenanceInformation>
  </gmd:metadataMaintenance>
  <gmi:acquisitionInformation>
    <gmi:MI_AcquisitionInformation>
    <gmi:instrument>
        <gmi:MI_Instrument>
          <gmi:identifier>
            <gmd:MD_Identifier>
              <gmd:code>
                <gmx:Anchor xlink:href="http://lod.bco-dmo.org/id/instrument/918143.rdf" xlink:title="quadrat" xlink:actuate="onRequest">quadrat</gmx:Anchor>
              </gmd:code>
            </gmd:MD_Identifier>
          </gmi:identifier>
          <gmi:type>
            <gco:CharacterString>quadrat</gco:CharacterString>
          </gmi:type>
          <gmi:description>
            <gco:CharacterString>PI Supplied Instrument Name: quadrat PI Supplied Instrument Description:Quadrats (0.25 m²) were alternated right and left every 0.5 m along the transect line, totaling 30 quadrats per transect. Percent cover of each quadrat was recorded in situ from 22 specific categories. Instrument Name: quadrat Instrument Short Name:   Instrument Description: A square or rectangular rigid frame of known area, often home-made, that is placed on the substrate to be sampled to mark a fixed area for sampling flora or fauna.</gco:CharacterString>
          </gmi:description>
        </gmi:MI_Instrument>
      </gmi:instrument>
      </gmi:MI_AcquisitionInformation>
  </gmi:acquisitionInformation>
</gmi:MI_Metadata>
