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            <gmx:Anchor xlink:href="http://lod.bco-dmo.org/id/dataset/564260.rdf" xlink:actuate="onRequest">Siderastrea siderea skeletal extension data from Sapodilla Caye, Belize starting 2010 (OA - Ocean Acidification and Warming Impact on Calcification project)</gmx:Anchor>
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            <gco:CharacterString>Cite this dataset as: Ries, J. B. (2015) Siderastrea siderea skeletal extension data from Sapodilla Caye, Belize starting 2010 (OA - Ocean Acidification and Warming Impact on Calcification project). Biological and Chemical Oceanography Data Management Office (BCO-DMO). (Version 30 July 2015) Version Date 2015-07-30 [if applicable, indicate subset used]. http://lod.bco-dmo.org/id/dataset/564260 [access date]</gco:CharacterString>
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        <gco:CharacterString>Siderastrea siderea skeletal extension Dataset Description: &amp;lt;p&amp;gt;Annual skeletal extension for individual &amp;lt;em&amp;gt;Siderastrea siderea&amp;lt;/em&amp;gt; cores from forereef, backreef, and nearshore reef environments in Belize.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;&amp;lt;a href=&amp;quot;//bcodata.whoi.edu/OA_MarineCalcifiers/Map_of_coral_core_extraction_sites.pdf&amp;quot; target=&amp;quot;_blank&amp;quot;&amp;gt;Map showing core extraction sites from Castillo et al. (2011)&amp;lt;/a&amp;gt;&amp;lt;/p&amp;gt; Methods and Sampling: &amp;lt;p&amp;gt;Cores were extracted from colonies of &amp;lt;em&amp;gt;Siderastrea siderea&amp;lt;/em&amp;gt; from the forereef, backreef, and nearshore reef zones of the in southern Belize. Forereef and backreef coral cores were obtained from the Sapodilla Cayes Marine Reserve, on the seaward and shoreward side of the reef crest, respectively. Nearshore coral cores were obtained from within 10 km of the coast in the Port Honduras Marine Reserve. Collection permits were obtained from the Belize Fisheries Department, and all cores were collected and transported pursuant to local, federal, and international regulations. A total of thirteen cores were extracted from thirteen different colonies of &amp;lt;em&amp;gt;S. siderea&amp;lt;/em&amp;gt; in February of 2009. Seven cores were extracted from forereef colonies, 3 cores from backreef colonies, and 3 cores from nearshore colonies. Cores were extracted by SCUBA divers using a 2-horsepower hand-held pneumatic core drill (CP 315; Chicago Pneumatic; Westfield, Massachusetts) affixed with a hollow extension rod (5 cm in diameter, 90 cm in length) and a wet diamond core bit (5 cm in diameter, 30 cm in length). Compressed air from SCUBA cylinders located on a boat was used to power the pneumatic drill. Drilling each core required a total of 5 to 8 standard size SCUBA cylinders and approximately 30–45 minutes of continuous drilling. Coral cores, approximately 20 to 100 cm in length, and 5 cm in diameter, were collected from the center of each coral colony parallel to the coral’s vertical growth axis. Cores were extracted from colonies that appeared healthy and were without any obvious abnormalities, scarring, bleaching, or disease. Coral samples were collected from colonies between depths of 4 and 5 m within each of the three reef zones. After extracting each core, a concrete plug was inserted into the drilled holes and sealed with Zspar underwater epoxy.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;&amp;lt;strong&amp;gt;Related files and references:&amp;lt;/strong&amp;gt;&amp;lt;br /&amp;gt;
&amp;lt;a href=&amp;quot;//bcodata.whoi.edu/OA_MarineCalcifiers/Castillo_et_al_2011.pdf&amp;quot; target=&amp;quot;_blank&amp;quot;&amp;gt;Castillo KD, Ries JB, Weiss JM (2011) Declining Coral Skeletal Extension for Forereef Colonies of Siderastrea siderea on the Mesoamerican Barrier Reef System, Southern Belize. PLoS ONE 6(2): e14615. oi:10.1371/journal.pone.0014615]&amp;lt;/a&amp;gt;&amp;lt;/p&amp;gt;</gco:CharacterString>
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&lt;p&gt;&lt;strong&gt;Note (02 Oct 2014):&lt;/strong&gt; Funding for this project has transferred from award OCE-1031995 to OCE-1357665, coincident with Principal Investigator's affiliation change from University of North Carolina at Chapel Hill to Northeastern University.&lt;/p&gt;</gco:CharacterString>
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&amp;lt;p&amp;gt;&amp;lt;strong&amp;gt;Related files and references:&amp;lt;/strong&amp;gt;&amp;lt;br /&amp;gt;
&amp;lt;a href=&amp;quot;//bcodata.whoi.edu/OA_MarineCalcifiers/Castillo_et_al_2011.pdf&amp;quot; target=&amp;quot;_blank&amp;quot;&amp;gt;Castillo KD, Ries JB, Weiss JM (2011) Declining Coral Skeletal Extension for Forereef Colonies of Siderastrea siderea on the Mesoamerican Barrier Reef System, Southern Belize. PLoS ONE 6(2): e14615. oi:10.1371/journal.pone.0014615]&amp;lt;/a&amp;gt;&amp;lt;/p&amp;gt;</gco:CharacterString>
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                <gco:CharacterString>&amp;lt;p&amp;gt;Statistical analyses were carried out using the nlme package of R 2.9.0, and Proc Mixed of SAS/STAT H software version 9.1 of SAS System for Windows. Rather than assessing and comparing average annual skeletal extension alone, as is commonly described in the literature, our goal was to also describe how rates of change in annual skeletal extension of &amp;lt;em&amp;gt;S. siderea&amp;lt;/em&amp;gt; varied throughout the last century and amongst the forereef, backreef, and nearshore colonies. A sequence of models was fit to determine how best to describe the structural form of the data and to test the hypotheses of interest. Several models were tested, including (1) an ordinary regression model, (2) a random intercepts model with no predictors (i.e., an unconditional means model), (3) a random intercepts model that includes time as a predictor, (4) a random slopes and intercepts model in which the intercept and coefficient of time (slope) were allowed to be random, (5) a more complex version of model 3 and 4 that included level-2 predictors such as reef zone, (6) a version of model 5 that included a level-1 (residual) correlation structure, and (7) a version of model 6 that possessed a residual correlation structure without additional random effects. The variable year was ‘centered’ using a centering constant of 1967 because this minimized correlation between the random slopes and intercepts. In general, centering enhances model interpretability and improves numerical stability by increasing the likelihood that the optimization algorithm converges on the correct solution. The estimate of the slope is unchanged by centering, but the intercept will estimate the mean value of the response variable in year 1967 (rather than in year zero of the uncentered model). The role of centering in mixed effects models is discussed in greater detail in O’Connor et al. (2007). Akaike Information Criterion (AIC) was used to identify the best-fit model. AIC provides a measure of the explanatory power of a model discounted by the number of parameters that contributed to its construction; a lower value indicates a better fitting model. Of all the models that were fit, the random intercepts model with an ARMA (1, 1) correlation structure for the residuals yielded the lowest AIC. An ARMA (1, 1) correlation structure combines an autoregressive model of order 1 with a moving average model of order 1. The appropriateness of the ARMA (1, 1) structure was also indicated by patterns observed in plots of the autocorrelation and partial autocorrelation functions of the residuals.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;&amp;lt;strong&amp;gt;BCO-DMO Processing Notes&amp;lt;/strong&amp;gt;&amp;lt;br /&amp;gt;
- Generated from original files Siderastrea siderea skeletal extension.csv&amp;quot; contributed by Karl Castillo&amp;lt;br /&amp;gt;
- Parameter names edited to conform to BCO-DMO naming convention found at &amp;lt;a href=&amp;quot;http://usjgofs.whoi.edu/naming-guidelines.html&amp;quot; target=&amp;quot;_blank&amp;quot;&amp;gt;Choosing Parameter Name&amp;lt;/a&amp;gt;&amp;lt;/p&amp;gt;</gco:CharacterString>
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