<?xml version="1.0" ?>
<metadata xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:noNamespaceSchemaLocation="http://ngdc.noaa.gov/metadata/published/xsd/ngdcSchema/schema.xsd">
   <idinfo>
      <datsetid>as_usgs_tutma_coralscore_nonmgt_rcp45</datsetid>
      <citation>
         <citeinfo>
            <origin>Monica M. Moritsch</origin>
            <pubdate>20211103</pubdate>
            <title>Coral Favorability: Non-Managed Conditions: Intermediate Emissions - American Samoa</title>
         </citeinfo>
      </citation>
      <descript>
         <abstract>Many aspects of the environment are outside the control of local or regional resource managers. These conditions may require concerted global action to affect change (e.g., water temperatures) or cannot be controlled at all (e.g., wave power). This layer synthesized spatial information for several non-managed conditions to create a relative score for how favorable a given location is for coral growth and survival.

Environmental conditions contributing to this layer included: marine calcite concentration (a proxy for ocean acidification), irradiance (photosynthetically available radiation, or PAR), thermal stress (annual severe bleaching threshold), wave power (per meter of wave front), and proximity to soils eroded by sea level rise.

Projections exist for how some of these conditions may change over the next century based on the trajectory of global greenhouse gas emissions. This project explored how the relative favorability of non-managed conditions could change between the present climate scenario and the rest of the 21st century. This layer represents the future climate scenario for an intermediate emissions scenario (Representative Concentration Pathway 4.5), in which global greenhouse gas emissions peak mid-century and then begin to fall.

Covariation in these conditions was accounted for using principal component analysis (PCA) to form composite variables of conditions that have strong relationships with one another. The resulting principal components were averaged and scaled from 0 (worst) to 1 (best) to produce the coral favorability score for non-managed conditions. These data are provided as a raster with a resolution of 500 m for American Samoa, including Tutuila and the Manua Islands (Ofu, Olosega, and Tau).</abstract>
         <purpose>These data can be used to visualize patterns of environmental favorability for coral growth and survival, highlighting similarities and dissimilarities in geographic patters across climate scenarios. These data were generated as part of a partnership between USGS and the Pacific Islands Ocean Observing System (PacIOOS) to fill ocean data gaps identified by the Regional Ocean Data Sharing Initiative. The data can be used with geographic information systems (GIS) software for research purposes.</purpose>
      </descript>
      <status/>
      <spdom>
         <bounding>
            <westbc>-170.92996850357105</westbc>
            <eastbc>-169.3331265244227</eastbc>
            <northbc>-14.069198961940414</northbc>
            <southbc>-14.453366742431175</southbc>
         </bounding>
      </spdom>
      <browse>
         <browsen>http://pacioos.org/metadata/browse/as_usgs_tutma_coralscore_nonmgt_rcp45.png</browsen>
         <browsed>Sample image.</browsed>
         <browset>PNG</browset>
      </browse>
      <keywords>
         <theme>
            <themekt>GCMD Science Keywords</themekt>
            <themekey>Earth Science &gt; Biosphere &gt; Aquatic Ecosystems &gt; Reef Habitat</themekey>
            <themekey>Earth Science &gt; Biosphere &gt; Ecosystems &gt; Marine Ecosystems &gt; Reef &gt; Coral Reef</themekey>
            <themekey>Earth Science &gt; Human Dimensions &gt; Environmental Impacts &gt; Conservation</themekey>
            <themekey>Earth Science &gt; Human Dimensions &gt; Human Settlements &gt; Coastal Areas</themekey>
            <themekey>Earth Science &gt; Human Dimensions &gt; Sustainability &gt; Environmental Sustainability</themekey>
            <themekey>Earth Science &gt; Oceans &gt; Coastal Processes &gt; Coral Reefs &gt; Coral Reef Assessment</themekey>
            <themekey>Earth Science Services &gt; Models &gt; Coupled Climate Models</themekey>
         </theme>
         <place>
            <placekt>GCMD Location Keywords</placekt>
            <placekey>Ocean &gt; Pacific Ocean &gt; South Pacific Ocean &gt; Polynesia &gt; American Samoa &gt; Manua</placekey>
            <placekey>Ocean &gt; Pacific Ocean &gt; South Pacific Ocean &gt; Polynesia &gt; American Samoa &gt; Ofu</placekey>
            <placekey>Ocean &gt; Pacific Ocean &gt; South Pacific Ocean &gt; Polynesia &gt; American Samoa &gt; Olosega</placekey>
            <placekey>Ocean &gt; Pacific Ocean &gt; South Pacific Ocean &gt; Polynesia &gt; American Samoa &gt; Tau</placekey>
            <placekey>Ocean &gt; Pacific Ocean &gt; South Pacific Ocean &gt; Polynesia &gt; American Samoa &gt; Tutuila</placekey>
         </place>
      </keywords>
      <accconst>None</accconst>
      <useconst>Use Limitation: 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, University of Hawaii, PacIOOS, NOAA, State of Hawaii 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.</useconst>
      <ptcontac>
         <cntinfo>
            <cntorgp>
               <cntorg>USGS Western Geographic Science Center (WGSC)</cntorg>
               <cntper>Monica M. Moritsch</cntper>
            </cntorgp>
            <cntaddr>
               <addrtype>physical and mailing</addrtype>
               <address/>
               <city/>
               <state/>
               <postal/>
            </cntaddr>
            <cntvoice>Unknown</cntvoice>
            <cntemail>mmoritsch@usgs.gov</cntemail>
         </cntinfo>
      </ptcontac>
      <datacred>The Pacific Islands Ocean Observing System (PacIOOS) is funded through the National Oceanic and Atmospheric Administration (NOAA) as a Regional Association within the U.S. Integrated Ocean Observing System (IOOS). PacIOOS is coordinated by the University of Hawaii School of Ocean and Earth Science and Technology (SOEST).</datacred>
   </idinfo>
   <distinfo>
      <distrib>
         <cntinfo>
            <cntorgp>
               <cntorg>Pacific Islands Ocean Observing System (PacIOOS)</cntorg>
               <cntper/>
            </cntorgp>
            <cntaddr>
               <addrtype>physical and mailing</addrtype>
               <address/>
               <city/>
               <state/>
               <postal/>
            </cntaddr>
            <cntvoice>Unknown</cntvoice>
            <cntemail>info@pacioos.org</cntemail>
         </cntinfo>
      </distrib>
      <distliab>Unknown</distliab>
      <stdorder>
         <digform>
            <digtinfo>
               <formname>Open Geospatial Consortium Web Coverage Service (WCS)</formname>
            </digtinfo>
            <digtopt>
               <onlinopt>
                  <computer>
                     <networka>
                        <networkr>https://geo.pacioos.hawaii.edu/geoserver/PACIOOS/as_usgs_tutma_coralscore_nonmgt_rcp45/ows?service=WCS&amp;version=1.0.0&amp;request=GetCapabilities</networkr>
                     </networka>
                  </computer>
               </onlinopt>
            </digtopt>
         </digform>
         <digform>
            <digtinfo>
               <formname>Open Geospatial Consortium Web Map Service (WMS)</formname>
            </digtinfo>
            <digtopt>
               <onlinopt>
                  <computer>
                     <networka>
                        <networkr>https://geo.pacioos.hawaii.edu/geoserver/PACIOOS/as_usgs_tutma_coralscore_nonmgt_rcp45/ows?service=WMS&amp;version=1.3.0&amp;request=GetCapabilities</networkr>
                     </networka>
                  </computer>
               </onlinopt>
            </digtopt>
         </digform>
         <digform>
            <digtinfo>
               <formname>GeoServer</formname>
               <formcont>This URL provides access to this dataset via GeoServer, including multiple output formats and an OpenLayers viewer.</formcont>
            </digtinfo>
            <digtopt>
               <onlinopt>
                  <computer>
                     <networka>
                        <networkr>https://geo.pacioos.hawaii.edu/geoserver/</networkr>
                     </networka>
                  </computer>
               </onlinopt>
            </digtopt>
         </digform>
         <digform>
            <digtinfo>
               <formname>PacIOOS: Coral Reef Resilience in Guam and American Samoa</formname>
               <formcont>This URL provides a viewer and/or data access for this dataset.</formcont>
            </digtinfo>
            <digtopt>
               <onlinopt>
                  <computer>
                     <networka>
                        <networkr>http://pacioos.org/projects/coral-resilience-guam-amsam/</networkr>
                     </networka>
                  </computer>
               </onlinopt>
            </digtopt>
         </digform>
         <digform>
            <digtinfo>
               <formname>USGS ScienceBase</formname>
               <formcont>Provides the documentation and data download in GeoTIFF format for the official release of this dataset.</formcont>
            </digtinfo>
            <digtopt>
               <onlinopt>
                  <computer>
                     <networka>
                        <networkr>https://doi.org/10.5066/P9N32V3M</networkr>
                     </networka>
                  </computer>
               </onlinopt>
            </digtopt>
         </digform>
         <fees>None specified</fees>
      </stdorder>
   </distinfo>
   <metainfo>
      <metd>20260601</metd>
      <metc>
         <cntinfo>
            <cntperp>
               <cntper>Monica M. Moritsch</cntper>
               <cntorg>USGS Western Geographic Science Center (WGSC)</cntorg>
            </cntperp>
            <cntaddr>
               <addrtype>mailing and physical</addrtype>
            </cntaddr>
            <cntvoice>Unknown</cntvoice>
            <cntemail>mmoritsch@usgs.gov</cntemail>
         </cntinfo>
      </metc>
      <metstdn>Content Standard for Digital Geospatial Metadata: Extensions for Remote Sensing Metadata</metstdn>
      <metstdv>FGDC-STD-012-2002</metstdv>
   </metainfo>
</metadata>
