Metadata: 
  File_Identifier: 
    gu_usgs_all_coralscore_nonmgt_rcp45
  Language: 
    gmd:LanguageCode: 
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  Character_Set: 
    Character_Set_Code: 
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  Hierarchy_Level: 
    Scope_Code: 
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  Hierarchy_Level: 
    Scope_Code: 
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  Metadata_Author: 
    Responsible_Party: 
      Individual_Name: 
        Monica M. Moritsch
      Organisation_Name: 
        USGS Western Geographic Science Center (WGSC)
      Contact_Information: 
        Contact: 
          Address: 
            Address: 
              Electronic_Mail_Address: 
                mmoritsch@usgs.gov
          Online_Resource: 
            Online_Resource: 
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  Date_Stamp: 
    Date: 
      2022-01-07
  Metadata_Standard_Name: 
    ISO 19115-2 Geographic Information - Metadata Part 2 Extensions for 
    imagery and gridded data
  Metadata_Standard_Version: 
    ISO 19115-2:2009(E)
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      Cell_Geometry: 
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      Transformation_Parameter_Availability: 
  Identification_Information: 
    Data_Identification: 
      Citation: 
        Citation: 
          Title: 
            Coral Favorability: Non-Managed Conditions: Intermediate Emissions 
            - Guam
          Date: 
            Date: 
              Date: 
                Date: 
                  2021-11-03
              Date_Type: 
                Date_Type_Code: 
                  creation
          Date: 
            Date: 
              Date: 
                Date: 
                  2021-11-03
              Date_Type: 
                Date_Type_Code: 
                  issued
          Date: 
            Date: 
              Date: 
                Date: 
                  2021-11-03
              Date_Type: 
                Date_Type_Code: 
                  revision
          Identifier: 
            Identifier: 
              Authority: 
                Citation: 
                  Title: 
                    org.pacioos
                  Date: 
              Code: 
                gu_usgs_all_coralscore_nonmgt_rcp45
          Cited_Responsible_Party: 
            Responsible_Party: 
              Individual_Name: 
                Monica M. Moritsch
              Organisation_Name: 
                USGS Western Geographic Science Center (WGSC)
              Contact_Information: 
                Contact: 
                  Address: 
                    Address: 
                      Electronic_Mail_Address: 
                        mmoritsch@usgs.gov
                  Online_Resource: 
                    Online_Resource: 
                      Linkage: 
                        URL: 
                          https://www.usgs.gov/staff-profiles/monica-m-moritsch
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                        http
                      Application_Profile: 
                        web browser
                      Name: 
                      Description: 
                      Function: 
                        OnLine_Function_Code: 
                          information
              Role: 
                Role_Code: 
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          Cited_Responsible_Party: 
            Responsible_Party: 
              Organisation_Name: 
                Pacific Islands Ocean Observing System (PacIOOS)
              Contact_Information: 
                Contact: 
                  Address: 
                    Address: 
                      Electronic_Mail_Address: 
                        info@pacioos.org
                  Online_Resource: 
                    Online_Resource: 
                      Linkage: 
                        URL: 
                          http://pacioos.org
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                        http
                      Application_Profile: 
                        web browser
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                Role_Code: 
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          Other_Citation_Details: 
            Related publication: Moritsch, M.M. 2021. Favorability of 
            environmental conditions for coral reefs in Guam and American 
            Samoa under multiple climate scenarios. U.S. Geological Survey 
            data release, https://doi.org/10.5066/P9N32V3M.
      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 for the island of Guam as a raster 
        with a resolution of 1500 m.
      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.
      Credit: 
        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).
      Point_Of_Contact: 
        Responsible_Party: 
          Individual_Name: 
            Monica M. Moritsch
          Organisation_Name: 
            USGS Western Geographic Science Center (WGSC)
          Contact_Information: 
            Contact: 
              Address: 
                Address: 
                  Electronic_Mail_Address: 
                    mmoritsch@usgs.gov
              Online_Resource: 
                Online_Resource: 
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                    URL: 
                      https://www.usgs.gov/staff-profiles/monica-m-moritsch
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                  Application_Profile: 
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      Descriptive_Keywords: 
        Keywords: 
          Keyword: 
            Earth Science > Biosphere > Aquatic Ecosystems > Reef Habitat
          Keyword: 
            Earth Science > Biosphere > Ecosystems > Marine Ecosystems > Reef 
            > Coral Reef
          Keyword: 
            Earth Science > Human Dimensions > Environmental Impacts > 
            Conservation
          Keyword: 
            Earth Science > Human Dimensions > Human Settlements > Coastal Areas
          Keyword: 
            Earth Science > Human Dimensions > Sustainability > Environmental 
            Sustainability
          Keyword: 
            Earth Science > Oceans > Coastal Processes > Coral Reefs > Coral 
            Reef Assessment
          Keyword: 
            Earth Science Services > Models > Coupled Climate Models
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              Date: 
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          Thesaurus_Name: 
            Citation: 
              Title: 
                GCMD Location Keywords
              Date: 
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          Type: 
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          Thesaurus_Name: 
            Citation: 
              Title: 
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              Date: 
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          Type: 
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          Thesaurus_Name: 
            Citation: 
              Title: 
                GCMD Data Center Keywords
              Date: 
      Resource_Constraints: 
        Legal_Constraints: 
          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.
      Aggregation_Information: 
        Aggregate_Information: 
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            Citation: 
              Title: 
                Pacific Islands Ocean Observing System (PacIOOS)
              Date: 
          Association_Type: 
            Association_Type_Code: 
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          Initiative_Type: 
            Initiative_Type_Code: 
              project
      Language: 
        eng
      Topic_Category: 
        Topic_Category_Code: 
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      Topic_Category: 
        Topic_Category_Code: 
          environment
      Topic_Category: 
        Topic_Category_Code: 
          oceans
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  Identification_Information: 
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      Citation: 
        Citation: 
          Title: 
            Coral Favorability: Non-Managed Conditions: Intermediate Emissions 
            - Guam
          Date: 
            Date: 
              Date: 
                Date: 
                  2021-11-03
              Date_Type: 
                Date_Type_Code: 
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          Date: 
            Date: 
              Date: 
                Date: 
                  2021-11-03
              Date_Type: 
                Date_Type_Code: 
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          Date: 
            Date: 
              Date: 
                Date: 
                  2021-11-03
              Date_Type: 
                Date_Type_Code: 
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              Individual_Name: 
                Monica M. Moritsch
              Organisation_Name: 
                USGS Western Geographic Science Center (WGSC)
              Contact_Information: 
                Contact: 
                  Address: 
                    Address: 
                      Electronic_Mail_Address: 
                        mmoritsch@usgs.gov
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                Pacific Islands Ocean Observing System (PacIOOS)
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                Contact: 
                  Address: 
                    Address: 
                      Electronic_Mail_Address: 
                        info@pacioos.org
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      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 for the island of Guam as a raster 
        with a resolution of 1500 m.
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  Identification_Information: 
    Service_Identification: 
      Citation: 
        Citation: 
          Title: 
            Coral Favorability: Non-Managed Conditions: Intermediate Emissions 
            - Guam
          Date: 
            Date: 
              Date: 
                Date: 
                  2021-11-03
              Date_Type: 
                Date_Type_Code: 
                  creation
          Date: 
            Date: 
              Date: 
                Date: 
                  2021-11-03
              Date_Type: 
                Date_Type_Code: 
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            Date: 
              Date: 
                Date: 
                  2021-11-03
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                Monica M. Moritsch
              Organisation_Name: 
                USGS Western Geographic Science Center (WGSC)
              Contact_Information: 
                Contact: 
                  Address: 
                    Address: 
                      Electronic_Mail_Address: 
                        mmoritsch@usgs.gov
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                          https://www.usgs.gov/staff-profiles/monica-m-moritsch
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                Pacific Islands Ocean Observing System (PacIOOS)
              Contact_Information: 
                Contact: 
                  Address: 
                    Address: 
                      Electronic_Mail_Address: 
                        info@pacioos.org
                  Online_Resource: 
                    Online_Resource: 
                      Linkage: 
                        URL: 
                          http://pacioos.org
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                      Application_Profile: 
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                      Name: 
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      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 for the island of Guam as a raster 
        with a resolution of 1500 m.
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  Identification_Information: 
    Service_Identification: 
      Citation: 
        Citation: 
          Title: 
            Coral Favorability: Non-Managed Conditions: Intermediate Emissions 
            - Guam
          Date: 
            Date: 
              Date: 
                Date: 
                  2021-11-03
              Date_Type: 
                Date_Type_Code: 
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          Date: 
            Date: 
              Date: 
                Date: 
                  2021-11-03
              Date_Type: 
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              Date: 
                Date: 
                  2021-11-03
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                Monica M. Moritsch
              Contact_Information: 
                Contact: 
                  Online_Resource: 
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                        URL: 
                          https://www.usgs.gov/staff-profiles/monica-m-moritsch
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                      Electronic_Mail_Address: 
                        info@pacioos.org
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      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 for the island of Guam as a raster 
        with a resolution of 1500 m.
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              Function: 
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                    including multiple output formats and an OpenLayers viewer.
                  Function: 
                    OnLine_Function_Code: 
                      download
          Distributor_Transfer_Options: 
            Digital_Transfer_Options: 
              Online: 
                Online_Resource: 
                  Linkage: 
                    URL: 
                      http://geo.pacioos.hawaii.edu/geoexplorer/
                  Protocol: 
                    http
                  Name: 
                    GeoExplorer
                  Description: 
                    This URL provides a viewer for this dataset.
                  Function: 
                    OnLine_Function_Code: 
                      download
          Distributor_Transfer_Options: 
            Digital_Transfer_Options: 
              Online: 
                Online_Resource: 
                  Linkage: 
                    URL: 
                      http://pacioos.org/projects/coral-resilience-guam-amsam/
                  Protocol: 
                    http
                  Name: 
                    PacIOOS: Coral Reef Resilience in Guam and American Samoa
                  Description: 
                    This URL provides a viewer and/or data access for this 
                    dataset.
                  Function: 
                    OnLine_Function_Code: 
                      download
          Distributor_Transfer_Options: 
            Digital_Transfer_Options: 
              Online: 
                Online_Resource: 
                  Linkage: 
                    URL: 
                      https://doi.org/10.5066/P9N32V3M
                  Protocol: 
                    http
                  Name: 
                    USGS ScienceBase
                  Description: 
                    Provides the documentation and data download in GeoTIFF 
                    format for the official release of this dataset.
                  Function: 
                    OnLine_Function_Code: 
                      download
  Data_Quality_Information: 
    Data_Quality: 
      Scope: 
        Scope: 
          Hierarchy_Level: 
            Scope_Code: 
              dataset
      Lineage: 
        Lineage: 
          Statement: 
            2021-11-03T00:00:00Z OGC web services (WMS and WFS) enabled by 
            PacIOOS via GeoServer. Original data from source provider may have 
            been reformatted, reprojected, or adjusted in other ways to 
            optimize these capabilities.
  Metadata_Maintenance: 
    Maintenance_Information: 
      Maintenance_And_Update_Frequency: 
      Maintenance_Note: 
        This record was translated and enhanced from GeoServer OGC Web 
        Services (OWS) using PacIOOS software.