<?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>hi_otp_all_par_avg</datsetid>
      <citation>
         <citeinfo>
            <origin>Carrie V. Kappel</origin>
            <origin>Kimberly A. Selkoe</origin>
            <origin>Ocean Tipping Points (OTP)</origin>
            <pubdate>20170314</pubdate>
            <title>Photosynthetically Active Radiation (PAR) Long-term Mean, 2002-2013 - Hawaii</title>
         </citeinfo>
      </citation>
      <descript>
         <abstract>Solar irradiance is one of the most important factors influencing coral reefs. As the majority of their nutrients are obtained from symbiotic photosynthesizing organisms, reef-building corals need irradiance as a fundamental source of energy. Seasonally-low irradiance at high latitudes may be linked to reduced growth rates in corals and may limit reef calcification to shallower depths than that observed at lower latitudes. However, high levels of irradiance can lead to light-induced damage, production of free radicals, and in combination with increased temperatures, can exacerbate coral bleaching. This layer represents the mean of 8-day time series of irradiance (mol/m2/day) from July 2002 to December 31, 2013. Irradiance is here represented by PAR (photosynthetically active radiation), which is the spectrum of light that is important for photosynthesis. Monthly and 8-day 4-km (0.0417-degree) spatial resolution data were obtained from the MODIS (Moderate-resolution Imaging Spectroradiometer) Aqua satellite instrument from the NASA OceanColor website (http://oceancolor.gsfc.nasa.gov).

The PAR long-term mean was calculated by taking the average of all 8-day data from 2002-2013 for each pixel. A quality control mask was applied to remove spurious data associated with shallow water, following Gove et al., 2013. Nearshore map pixels with no data were filled with values from the nearest neighboring valid offshore pixel by using a grid of points and the Near Analysis tool in ArcGIS then converting points to raster.</abstract>
         <purpose>This layer was developed as part of a geospatial database of key anthropogenic pressures to coastal waters of the Main Hawaiian Islands for the Ocean Tipping Points (OTP) project (http://oceantippingpoints.org). Ocean tipping points occur when shifts in human use or environmental conditions result in large, and sometimes abrupt, impacts to marine ecosystems. The ability to predict and understand ocean tipping points can enhance ecosystem management, including critical coral reef management and policies to protect ecosystem services produced by coral reefs. The goal of the Ocean Tipping Points Hawaii case study was to gather, process, and map spatial information on environmental and human-based drivers of coral reef ecosystem conditions.</purpose>
      </descript>
      <status/>
      <spdom>
         <bounding>
            <westbc>-160.41246354980814</westbc>
            <eastbc>-154.56326617912035</eastbc>
            <northbc>22.42373568629166</northbc>
            <southbc>18.755036208219373</southbc>
         </bounding>
      </spdom>
      <browse>
         <browsen>http://pacioos.org/metadata/browse/hi_otp_all_par_avg.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; Biosphere &gt; Vegetation &gt; Photosynthetically Active Radiation</themekey>
            <themekey>Earth Science &gt; Human Dimensions &gt; Human Settlements &gt; Coastal Areas</themekey>
            <themekey>Earth Science &gt; Oceans &gt; Coastal Processes &gt; Coral Reefs</themekey>
            <themekey>Earth Science &gt; Oceans &gt; Ocean Optics &gt; Photosynthetically Active Radiation</themekey>
         </theme>
         <place>
            <placekt>GCMD Location Keywords</placekt>
            <placekey>Continent &gt; North America &gt; United States Of America &gt; Hawaii</placekey>
            <placekey>Ocean &gt; Pacific Ocean &gt; Central Pacific Ocean &gt; Hawaiian Islands</placekey>
         </place>
      </keywords>
      <accconst>None</accconst>
      <useconst>Use Limitation: Please contact the Ocean Tipping Points (OTP) project in advance of applying these data to project work so that the principal investigator, Carrie Kappel (kappel@nceas.ucsb.edu), can track and communicate data uses and ensure no duplicate efforts are underway. 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>National Center for Ecological Analysis and Synthesis (NCEAS)</cntorg>
               <cntper>Carrie V. Kappel</cntper>
            </cntorgp>
            <cntaddr>
               <addrtype>physical and mailing</addrtype>
               <address/>
               <city/>
               <state/>
               <postal/>
            </cntaddr>
            <cntvoice>Unknown</cntvoice>
            <cntemail>kappel@nceas.ucsb.edu</cntemail>
         </cntinfo>
      </ptcontac>
      <datacred>The Ocean Tipping Points project, 2016. Please acknowledge the Ocean Tipping Points project as a source when these data are used in the preparation of reports, papers, publications, maps, and other products. When applying these data for publication, please reference and cite the following journal article: Wedding LM, Lecky J, Gove JM, Walecka HR, Donovan MK, et al. (2018) Advancing the integration of spatial data to map human and natural drivers on coral reefs. PLOS ONE 13(3): e0189792. https://doi.org/10.1371/journal.pone.0189792.</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/hi_otp_all_par_avg/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/hi_otp_all_par_avg/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 Ocean Tipping Points (OTP) Data Viewer</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/oceantippingpoints/#data</networkr>
                     </networka>
                  </computer>
               </onlinopt>
            </digtopt>
         </digform>
         <fees>None specified</fees>
      </stdorder>
   </distinfo>
   <metainfo>
      <metd>20260601</metd>
      <metc>
         <cntinfo>
            <cntperp>
               <cntper>Carrie V. Kappel</cntper>
               <cntorg>National Center for Ecological Analysis and Synthesis (NCEAS)</cntorg>
            </cntperp>
            <cntaddr>
               <addrtype>mailing and physical</addrtype>
            </cntaddr>
            <cntvoice>Unknown</cntvoice>
            <cntemail>kappel@nceas.ucsb.edu</cntemail>
         </cntinfo>
      </metc>
      <metstdn>Content Standard for Digital Geospatial Metadata: Extensions for Remote Sensing Metadata</metstdn>
      <metstdv>FGDC-STD-012-2002</metstdv>
   </metainfo>
</metadata>
