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            <gco:CharacterString>McCoy K, Ayotte P, Gray A, Lino K, Schumacher B, Sudnovsky M. 2015.  Coral reef fish biomass and benthic cover along the north coast of Timor-Leste based on underwater visual surveys in June 2013. Pacific Islands Fisheries Science Center, PIFSC Data Report, DR-15-004, 18 p. + Appendices. doi:10.7289/v5k0728f.

and

Pacific Islands Fisheries Science Center. 2017. Interdisciplinary baseline ecosystem assessment surveys to inform ecosystem-based management planning in Timor-Leste: Final Report. Pacific Islands Fisheries Science Center, PIFSC Special Publication, SP-17-002, 234 p. https://doi.org/10.7289/V5/SP-PIFSC-17-002.</gco:CharacterString>
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        <gco:CharacterString>Coral reef fish and benthos were surveyed at 150 shallow-water coral reef sites across the north coast of Timor-Leste and around Atauro Island in June 2013 during a 21-day survey mission. This project was conducted by the National Oceanic and Atmospheric Administration (NOAA), Pacific Islands Fisheries Science Center's Coral Reef Ecosystem Program (CREP) using consistent methods, survey design, and personnel. 

Fish biomass and benthic cover were estimated at all survey sites using the stationary point count (SPC) method. The SPC method catalogs the diversity (species richness), abundance (numeric density) and biomass (fish mass per unit area) of diurnally active reef fish assemblages in shallow-water (less than 30 m) hard-bottom habitats. Visual estimates of benthic cover and topographic complexity are also recorded, with benthic organisms grouped into broad functional categories (e.g., 'Hard Coral', 'Macroalgae'). A stratified random sampling (StRS) design was employed, similar to surveys conducted by NOAA CREP of the coral reef ecosystems throughout the U.S.-Pacific regions. 

The goal of the survey work was to generate baseline data on the nearshore coral reef fish assemblages and associated benthic communities around Timor-Leste's north coast and Atauro Island. Surveys were concentrated around these areas due to (1) limited time and resources, but also (2) low water visibility and safety concerns for potential dive survey operations along the south shore. In addition to the visual observations of reef fish and the associated benthos, photographs of the seafloor were taken using a photoquadrat method and were later analyzed for benthic cover.  These two additional datasets are documented separately.

The reef fish and benthic estimate data collected during the 2013 mission in Timor-Leste can be accessed online via the NOAA National Centers for Environmental Information (NCEI) Ocean Archive.</gco:CharacterString>
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        <gco:CharacterString>In 2011, NOAA and the United States Agency for International Development (USAID) Timor-Leste Mission formed a 5-year bi-lateral partnership agreement from 2012 to 2016, in support of the Government of Timor-Leste—particularly the Ministry of Agriculture and Fisheries (MAF)—by addressing significant information gaps in their nearshore marine ecosystems. Specifically, MAF asked NOAA to address the following questions:
1.	Where are the nearshore marine resources?
2.	What are the nearshore marine resources?
3.	How are they changing over time and what threats are potentially causing these changes?
4.	What approaches are needed to manage and conserve the nearshore marine resources?

With financial support from USAID and in-kind support from the NOAA Coral Reef Conservation Program (CRCP), the NOAA Coral Reef Ecosystem Program (NOAA-CREP) conducted baseline ecosystem assessment surveys to inform ecosystem-based management planning in Timor-Leste. The primary activities conducted by NOAA to answer these questions included:
1.	satellite mapping of nearshore habitats,
2.	conducting coral reef ecosystem assessments,
3.	establishing ecological baselines for climate change, and 
4.	building management capacity by developing a spatial data framework

The reef fish survey data described herein resulted from the second activity to conduct coral reef ecosystem assessments.</gco:CharacterString>
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            <gco:CharacterString>All sites were surveyed using CREP's standard coral reef fish assemblage survey method, stationary point counts (SPC). The current SPC protocol involves pairs of divers recording the number, size, and species of all fishes observed within visually estimated cylinders 15 m in diameter. At the start of a survey dive, a pair of divers first lay down a 30-m transect line along a predetermined depth contour, and then the two divers move to the 7.5- and 22.5-m marks on that line; these marks serve as the centers of two adjacent SPC cylinders. During the first 5 min of a survey, the divers create a list of the fish species observed in or passing through their cylinder. After the first 5 min, divers systematically proceed down their species lists, counting and estimating the size (TL) of each fish present to the nearest centimeter. Species seen after the 5 min or outside of the survey area are recorded as present.</gco:CharacterString>
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The surveys were based on a common stratified random survey design, with site locations selected randomly. As a result of the large area of coastline and time and personnel constraints, survey efforts were focused on 8 sections of coastline within 7 districts hereafter referred to as sectors. Each sector was treated as an independent survey area, and was separated by at least 18 km of coastline from adjacent sectors (with the exception of East and West Atauro, which are separated by 2 km). The target survey area was hard-bottom reef habitat in either a shallow (0–6 m) or mid-depth (6–18 m) range. Bathymetry and hard-bottom reef habitat maps were not available at the time of the mission planning, so sites were randomly selected within a rough 30-m depth contour. Once the divers arrived at the randomly located survey site, they assessed the benthos to determine whether habitat and visibility were suitable and moved to the target depth range.</gco:CharacterString>
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                <gco:CharacterString>Step 2: Field Method, fish surveys

All sites were surveyed using NOAA CREP’s standard coral reef fish assemblage survey method; stationary point counts (SPC). The SPC protocol involves a pair of divers conducting simultaneous counts in adjacent, visually estimated 15-meter-diameter cylindrical plots extending from the substrate to the limits of vertical visibility.
 
Each count consisted of two components. The first of these was a 5-min species enumeration period in which the diver recorded the taxa of all species observed within their cylinder. At the end of the 5-min period, divers began the tallying portion of the count, in which they systematically worked through their species listing for each species and recorded the number of fish and size (total length, TL, to nearest centimeter) of each individual fish. The tallying portion was conducted as a series of rapid visual sweeps of the plot, with one species-grouping counted per sweep. In cases where a species was observed during the enumeration period but was not present in the cylinder during the tallying period, divers recorded their best estimates of size and number observed in the first encounter during the enumeration period and marked the data record as ‘non-instantaneous.’ For more detailed information, see Ayotte et al. (2011) for the complete fish survey standard operating procedure.</gco:CharacterString>
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Upon completion of the fish survey, one diver photographed the benthos at 1-m intervals along the transect line (30 photographs per site). A 1-m PVC stick was used to position a digital camera directly above the substrate to frame a photograph approximately 0.7 m2 in area.</gco:CharacterString>
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                <gco:CharacterString>Step 4: Analysis: Estimation of Biomass by Fish Groupings

Fish biomass was calculated using the following allometric equation to estimate weight (w) from length (L) measurements: w = a × Lb

 
The parameter a is a scaling coefficient for the weight at length of the fish species, and the parameter b is a shape parameter for the body form of the fish species. Biomass was calculated for each species at each site by averaging the two divers’ estimates.
 
In estimating fish biomass, species data were pooled into “all fishes,” and into a number of trophic, taxonomic, and size groupings. The four trophic groupings used were: “primary consumers” (herbivores and detritivores); “secondary consumers” (omnivores and benthic invertivores); “planktivores”; and “piscivores”. Family-level data on emperors, snappers, breams, parrotfish, and groupers was also presented because of their general importance as fishery targets. Biomass was also pooled into size classes: small (0–20 cm), medium (21–50 cm), and large- bodied reef fish (greater than 50 cm).
 
Results were compared to averages of reef fish biomass at populated and remote areas across the Pacific where NOAA CREP has conducted reef fish surveys at approximately 40 islands and atolls since 2009 using the same survey methods and largely the same personnel. Total biomass and each of the fish groupings from Timor-Leste were compared to Pacific-wide averages of remote and populated islands and atolls. Mean reference values are extensively used from NOAA CREP’s other surveys of those ‘remote’ and ‘populated’ islands to provide context to fish biomass values from Timor-Leste. While there are important other sources of natural variability among reefs, including biogeographic differences, the reference values serve as useful baselines for Pacific coral reefs—for example, reefs with significant human impacts including fishing are expected to be more similar to the Pacific ‘populated’ average than to the ‘remote’ average.</gco:CharacterString>
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                            <gmd:CI_OnlineResource>
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                                <gco:CharacterString>WWW:LINK-1.0-http--link</gco:CharacterString>
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                    </gmd:CI_ResponsibleParty>
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      <gmd:useConstraints>
        <gmd:MD_RestrictionCode codeList="http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#gmd:MD_RestrictionCode" codeListValue="otherRestrictions">otherRestrictions</gmd:MD_RestrictionCode>
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      <gmd:otherConstraints>
        <gco:CharacterString>Access Constraints: None | Use Constraints: None</gco:CharacterString>
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</gmi:MI_Metadata>