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   <item-identification>
      <catalog-item-id>18128</catalog-item-id>
      <title>Tabular statistical summay of data analysis - Calawah River Riverscape Study</title>
      <short-name>Unit scale abundance and habitat data (Calawah River Riverscape Study)</short-name>
      <catalog-item-type>Data Set</catalog-item-type>
      <metadata-workflow-state ccs-id="9">Published / External</metadata-workflow-state>
      <parent-catalog-item-id>17697</parent-catalog-item-id>
      <parent-title>FE (Fish Ecology) Division</parent-title>
      <parent-catalog-item-type>Project</parent-catalog-item-type>
      <status>Completed</status>
      <creation-date>2002-01-01</creation-date>
      <publication-date>2016-07-14</publication-date>
      <abstract>The objective of this study was to identify the patterns of juvenile salmonid distribution and relative abundance in relation to habitat correlates. It is the first dataset of its kind because the entire river was snorkeled by one person in multiple years.

During two consecutive summers, we completed a census of juvenile salmonids and stream habitat across a stream network. We used the data to test the ability of habitat models to explain the distribution of juvenile coho salmon (Oncorhynchus kisutch), young-of-the-year (age 0) steelhead (Oncorhynchus mykiss), and steelhead parr (= age 1) for a network consisting of several different sized streams. Our network-scale models, which included five stream habitat variables, explained 27%, 11%, and 19% of the variation in the density of juvenile coho salmon, age 0 steelhead, and steelhead parr, respectively. 

We found weak to strong levels of spatial auto-correlation in the model residuals (Moran's I values ranging from 0.25 - 0.71). Explanatory power of base habitat models increased substantially and the level of spatial auto-correlation decreased with sequential inclusion of variables accounting for stream size, year, stream, and reach location. The models for specific streams underscored the variability that was implied in the network-scale models. Associations between juvenile salmonids and individual habitat variables were rarely linear and ranged from negative to positive, and the variable accounting for location of the habitat within a stream was often more important than any individual habitat variable. The limited success in predicting the summer distribution and density of juvenile coho salmon and steelhead with our network-scale models was apparently related to variation in the strength and shape of fish-habitat associations across and within streams and years.
Summary of statistical analysis of the Calawah Riverscape data. NOAA was not involved and did not pay for the collection of this data. This data represents the statistical analysis carried out by Martin Liermann as a NOAA employee.</abstract>
      <purpose>Raw/field data</purpose>
      <notes>Loaded by batch 4350, 02-07-2013 12:49</notes>
      <supplemental-information>Subject to Public Access to Research Results (PARR): Yes</supplemental-information>
   </item-identification>
   <keywords>
      <keyword controlled="No">
         <keyword-type>Theme</keyword-type>
         <keyword>abundance</keyword>
      </keyword>
      <keyword controlled="No">
         <keyword-type>Theme</keyword-type>
         <keyword>distribution</keyword>
      </keyword>
      <keyword controlled="No">
         <keyword-type>Theme</keyword-type>
         <keyword>habitat</keyword>
      </keyword>
      <keyword controlled="No">
         <keyword-type>Theme</keyword-type>
         <keyword>juvenile salmonid</keyword>
      </keyword>
      <keyword controlled="No">
         <keyword-type>Spatial</keyword-type>
         <keyword>Calawah River</keyword>
      </keyword>
      <keyword controlled="No">
         <keyword-type>Instrument</keyword-type>
         <keyword>Instrument Not Applicable</keyword>
      </keyword>
   </keywords>
   <physical-location>
      <organization>Northwest Fisheries Science Center</organization>
      <city>Seattle</city>
      <state-province>WA</state-province>
      <country>USA</country>
   </physical-location>
   <data-set-information>
      <data-set-scope-code>Data Set</data-set-scope-code>
      <data-set-type>Spreadsheet</data-set-type>
      <data-presentation-form>Table (digital)</data-presentation-form>
      <instrument>Instrument Not Applicable</instrument>
      <platform>Platform Not Applicable</platform>
      <physical-collection-fishing-gear>Not Applicable</physical-collection-fishing-gear>
   </data-set-information>
   <entity-attribute-information partial-listing="No" total-count="2">
      <entity>
         <item-identification>
            <catalog-item-id>35553</catalog-item-id>
            <title>Calawah River Riverscape Study (R2 by stream)</title>
            <short-name>Calawah River Riverscape Study (R2 by stream)</short-name>
            <metadata-workflow-state ccs-id="9">Published / External</metadata-workflow-state>
            <status>Planned</status>
            <abstract>The R2 values for different river sections.</abstract>
         </item-identification>
         <entity-information>
            <entity-type>Spreadsheet</entity-type>
            <active-version>Yes</active-version>
            <schema>PARR</schema>
            <description>The R2 values for different river sections.</description>
         </entity-information>
         <data-attributes partial-listing="No" total-count="5">
            <data-attribute cc-id="732682">
               <seq-order>1</seq-order>
               <name>species</name>
               <data-storage-type>VARCHAR2</data-storage-type>
               <required>No</required>
               <primary-key>No</primary-key>
               <status>Active</status>
               <description>Salmonid species.</description>
               <general-data-type>VARCHAR2</general-data-type>
               <allowed-values>coho salmon, YOY steelhead, or steelhead Parr</allowed-values>
            </data-attribute>
            <data-attribute cc-id="732683">
               <seq-order>2</seq-order>
               <name>variable</name>
               <data-storage-type>VARCHAR2</data-storage-type>
               <required>No</required>
               <primary-key>No</primary-key>
               <status>Active</status>
               <description>Habitat variable.</description>
               <general-data-type>VARCHAR2</general-data-type>
            </data-attribute>
            <data-attribute cc-id="732684">
               <seq-order>3</seq-order>
               <name>fit type</name>
               <data-storage-type>VARCHAR2</data-storage-type>
               <required>No</required>
               <primary-key>No</primary-key>
               <status>Active</status>
               <description>Fit individually or with river km.</description>
               <general-data-type>VARCHAR2</general-data-type>
               <allowed-values>Individually or w/ RKM</allowed-values>
            </data-attribute>
            <data-attribute cc-id="732685">
               <seq-order>4</seq-order>
               <name>river section</name>
               <data-storage-type>VARCHAR2</data-storage-type>
               <required>No</required>
               <primary-key>No</primary-key>
               <status>Active</status>
               <description>River section name.</description>
               <general-data-type>VARCHAR2</general-data-type>
            </data-attribute>
            <data-attribute cc-id="732686">
               <seq-order>5</seq-order>
               <name>R2</name>
               <data-storage-type>VARCHAR2</data-storage-type>
               <required>No</required>
               <primary-key>No</primary-key>
               <status>Active</status>
               <description>Coefficient of determination.</description>
               <general-data-type>VARCHAR2</general-data-type>
               <null-value-meaning>NA</null-value-meaning>
               <allowed-values>real number</allowed-values>
            </data-attribute>
         </data-attributes>
      </entity>
      <entity>
         <item-identification>
            <catalog-item-id>35554</catalog-item-id>
            <title>Calawah River Riverscape Study (model results)</title>
            <short-name>Calawah River Riverscape Study (model results)</short-name>
            <metadata-workflow-state ccs-id="9">Published / External</metadata-workflow-state>
            <status>Planned</status>
            <abstract>Summary statistics for different models fit to the data.</abstract>
         </item-identification>
         <entity-information>
            <entity-type>Spreadsheet</entity-type>
            <active-version>Yes</active-version>
            <schema>PARR</schema>
            <description>Summary statistics for different models fit to the data.</description>
         </entity-information>
         <data-attributes partial-listing="No" total-count="8">
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               <seq-order>1</seq-order>
               <name>species</name>
               <data-storage-type>VARCHAR2</data-storage-type>
               <max-length>14</max-length>
               <required>No</required>
               <primary-key>No</primary-key>
               <status>Active</status>
               <description>Salmonid species.</description>
               <general-data-type>VARCHAR2</general-data-type>
               <allowed-values>coho salmon, YOY steelhead, or steelhead Parr</allowed-values>
            </data-attribute>
            <data-attribute cc-id="732688">
               <seq-order>2</seq-order>
               <name>MODEL</name>
               <data-storage-type>VARCHAR2</data-storage-type>
               <required>No</required>
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               <description>The name of the model.</description>
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               <name>deviance</name>
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               <required>No</required>
               <primary-key>No</primary-key>
               <status>Active</status>
               <description>Model deviance.</description>
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               <allowed-values>positive real number</allowed-values>
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               <seq-order>4</seq-order>
               <name>df</name>
               <data-storage-type>VARCHAR2</data-storage-type>
               <required>No</required>
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               <status>Active</status>
               <description>Model degrees of freedom.</description>
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               <name>AIC</name>
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               <required>No</required>
               <primary-key>No</primary-key>
               <status>Active</status>
               <description>Akaike information criterion.</description>
               <general-data-type>VARCHAR2</general-data-type>
               <allowed-values>real number</allowed-values>
            </data-attribute>
            <data-attribute cc-id="732692">
               <seq-order>6</seq-order>
               <name>R2</name>
               <data-storage-type>VARCHAR2</data-storage-type>
               <required>No</required>
               <primary-key>No</primary-key>
               <status>Active</status>
               <description>Coefficient of determination.</description>
               <general-data-type>VARCHAR2</general-data-type>
               <allowed-values>real number</allowed-values>
            </data-attribute>
            <data-attribute cc-id="732693">
               <seq-order>7</seq-order>
               <name>Morans I 2012</name>
               <data-storage-type>VARCHAR2</data-storage-type>
               <required>No</required>
               <primary-key>No</primary-key>
               <status>Active</status>
               <description>Measure of residual spatial autocorrelation for 2012 data.</description>
               <general-data-type>VARCHAR2</general-data-type>
               <allowed-values>real number</allowed-values>
            </data-attribute>
            <data-attribute cc-id="732694">
               <seq-order>8</seq-order>
               <name>Morans I 2013</name>
               <data-storage-type>VARCHAR2</data-storage-type>
               <required>No</required>
               <primary-key>No</primary-key>
               <status>Active</status>
               <description>Measure of residual spatial autocorrelation for 2013 data.</description>
               <general-data-type>VARCHAR2</general-data-type>
               <allowed-values>real number</allowed-values>
            </data-attribute>
         </data-attributes>
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   </entity-attribute-information>
   <support-roles>
      <support-role cc-id="851856" in-effect="Yes">
         <support-role-type>Data Steward</support-role-type>
         <from-date>2015-10-01</from-date>
         <contact-type>Person</contact-type>
         <contact-name>Liermann, Martin</contact-name>
         <contact-email>Martin.Liermann@noaa.gov</contact-email>
         <contact-address>2725 Montlake Boulevard East</contact-address>
         <contact-address-city>Seattle</contact-address-city>
         <contact-address-state>WA</contact-address-state>
         <contact-address-zip>98112</contact-address-zip>
         <contact-phone-number>206-860-6781</contact-phone-number>
      </support-role>
      <support-role cc-id="851857" in-effect="Yes">
         <support-role-type>Distributor</support-role-type>
         <from-date>2015-10-01</from-date>
         <contact-type>Organization</contact-type>
         <contact-name>Northwest Fisheries Science Center</contact-name>
         <contact-noaa-acronym>NWFSC</contact-noaa-acronym>
         <contact-email>nmfs.nwfsc.metadata@noaa.gov</contact-email>
         <contact-ror>https://ror.org/05r7z1k40</contact-ror>
         <contact-address>2725 Montlake Boulevard East</contact-address>
         <contact-address-city>Seattle</contact-address-city>
         <contact-address-state>WA</contact-address-state>
         <contact-address-zip>98112</contact-address-zip>
         <contact-address-country>USA</contact-address-country>
         <contact-phone-number>206-860-3200</contact-phone-number>
         <contact-url>https://www.nwfsc.noaa.gov</contact-url>
         <contact-url-name>NWFSC Home</contact-url-name>
         <contact-url-function>Online Resource</contact-url-function>
      </support-role>
      <support-role cc-id="851855" in-effect="Yes">
         <support-role-type>Metadata Contact</support-role-type>
         <from-date>2015-10-01</from-date>
         <contact-type>Organization</contact-type>
         <contact-name>Northwest Fisheries Science Center</contact-name>
         <contact-noaa-acronym>NWFSC</contact-noaa-acronym>
         <contact-email>nmfs.nwfsc.metadata@noaa.gov</contact-email>
         <contact-ror>https://ror.org/05r7z1k40</contact-ror>
         <contact-address>2725 Montlake Boulevard East</contact-address>
         <contact-address-city>Seattle</contact-address-city>
         <contact-address-state>WA</contact-address-state>
         <contact-address-zip>98112</contact-address-zip>
         <contact-address-country>USA</contact-address-country>
         <contact-phone-number>206-860-3200</contact-phone-number>
         <contact-url>https://www.nwfsc.noaa.gov</contact-url>
         <contact-url-name>NWFSC Home</contact-url-name>
         <contact-url-function>Online Resource</contact-url-function>
      </support-role>
      <support-role cc-id="851859" in-effect="Yes">
         <support-role-type>Originator</support-role-type>
         <from-date>2015-10-01</from-date>
         <contact-type>Person</contact-type>
         <contact-name>Pess, George R</contact-name>
         <contact-email>George.Pess@noaa.gov</contact-email>
         <contact-address>2725 Montlake Boulevard East</contact-address>
         <contact-address-city>Seattle</contact-address-city>
         <contact-address-state>WA</contact-address-state>
         <contact-address-zip>98112</contact-address-zip>
         <contact-phone-number>206-860-3450</contact-phone-number>
      </support-role>
      <support-role cc-id="851858" in-effect="Yes">
         <support-role-type>Point of Contact</support-role-type>
         <from-date>2015-10-01</from-date>
         <contact-type>Person</contact-type>
         <contact-name>Liermann, Martin</contact-name>
         <contact-email>Martin.Liermann@noaa.gov</contact-email>
         <contact-address>2725 Montlake Boulevard East</contact-address>
         <contact-address-city>Seattle</contact-address-city>
         <contact-address-state>WA</contact-address-state>
         <contact-address-zip>98112</contact-address-zip>
         <contact-phone-number>206-860-6781</contact-phone-number>
      </support-role>
   </support-roles>
   <extents>
      <extent cc-id="851865">
         <geographic-areas>
            <geographic-area cc-id="851867">
               <west-bound>-124.3497</west-bound>
               <east-bound>-123.9731</east-bound>
               <north-bound>47.9991</north-bound>
               <south-bound>47.8997</south-bound>
               <description>Calawah River: South Fork Calawah River</description>
            </geographic-area>
         </geographic-areas>
         <time-frames>
            <time-frame cc-id="851866">
               <time-frame-type>Range</time-frame-type>
               <start-date-time>2010-01-01</start-date-time>
               <end-date-time>2012-01-01</end-date-time>
            </time-frame>
         </time-frames>
      </extent>
   </extents>
   <access-information>
      <security-class>Unclassified</security-class>
      <data-access-procedure>At this time, contact the Data Manager for information on obtaining access to this data set. In the near future, the NWFSC will strive to provide all non-sensitive data resources as a web service in order to meet the NOAA Data Access Policy Directive (https://nosc.noaa.gov/EDMC/PD.DA.php).</data-access-procedure>
      <data-access-constraints>NA</data-access-constraints>
   </access-information>
   <distribution-information>
      <distribution cc-id="851863">
         <download-url>https://www.webapps.nwfsc.noaa.gov/apex/parr/calawah_river_riverscape_study_model_results/data/page/</download-url>
         <distributor cc-id="851857">
            <from-date>2015-10-01</from-date>
            <contact-type>Organization</contact-type>
            <contact-name>Northwest Fisheries Science Center</contact-name>
            <contact-ror>https://ror.org/05r7z1k40</contact-ror>
         </distributor>
         <file-name>Calawah River Riverscape Study (model results) (RE</file-name>
         <description>Summary statistics for different models fit to the data.</description>
      </distribution>
      <distribution cc-id="851861">
         <download-url>https://www.webapps.nwfsc.noaa.gov/apex/parr/calawah_river_riverscape_study_r2_by_stream/data/page/</download-url>
         <distributor cc-id="851857">
            <from-date>2015-10-01</from-date>
            <contact-type>Organization</contact-type>
            <contact-name>Northwest Fisheries Science Center</contact-name>
            <contact-ror>https://ror.org/05r7z1k40</contact-ror>
         </distributor>
         <file-name>Calawah River Riverscape Study (R2 by stream) (RES</file-name>
         <description>The R2 values for different river sections.</description>
      </distribution>
      <distribution cc-id="851862">
         <download-url>https://www.webapps.nwfsc.noaa.gov/apex/parrdata/inventory/tables/table/calawah_river_riverscape_study_model_results</download-url>
         <distributor cc-id="851857">
            <from-date>2015-10-01</from-date>
            <contact-type>Organization</contact-type>
            <contact-name>Northwest Fisheries Science Center</contact-name>
            <contact-ror>https://ror.org/05r7z1k40</contact-ror>
         </distributor>
         <file-name>Calawah River Riverscape Study (model results)</file-name>
         <description>Summary statistics for different models fit to the data.</description>
      </distribution>
      <distribution cc-id="851860">
         <download-url>https://www.webapps.nwfsc.noaa.gov/apex/parrdata/inventory/tables/table/calawah_river_riverscape_study_r2_by_stream</download-url>
         <distributor cc-id="851857">
            <from-date>2015-10-01</from-date>
            <contact-type>Organization</contact-type>
            <contact-name>Northwest Fisheries Science Center</contact-name>
            <contact-ror>https://ror.org/05r7z1k40</contact-ror>
         </distributor>
         <file-name>Calawah River Riverscape Study (R2 by stream)</file-name>
         <description>The R2 values for different river sections.</description>
      </distribution>
   </distribution-information>
   <urls>
      <url cc-id="851864">
         <url>https://www.webapps.nwfsc.noaa.gov/apex/parrdata/inventory/datasets/dataset/4631</url>
         <name>Tabular statistical summay of data analysis</name>
         <url-type>Online Resource</url-type>
         <file-resource-format>Web site</file-resource-format>
         <description>NWFSC Dataset Information page. Summary of statistical analysis of the Calawah Riverscape data. NOAA was not involved and did not pay for the collection of this data. This data represents the statistical analysis carried out by Martin Liermann as a NOAA employee.</description>
      </url>
   </urls>
   <technical-environment>
      <description>Spreadsheet</description>
   </technical-environment>
   <data-quality>
      <accuracy>Low</accuracy>
      <quality-control-procedures>These data were collected and processed in accordance with established protocols and best practices under the direction of the project’s Principal Investigator. Contact the dataset Data Manager in section 3 for full QA/QC methodology.</quality-control-procedures>
   </data-quality>
   <data-management>
      <resources-identified>No</resources-identified>
      <resources-budget-percentage>0</resources-budget-percentage>
      <data-access-directive-compliant>No</data-access-directive-compliant>
      <data-access-directive-waiver>No</data-access-directive-waiver>
      <hosting-service-needed>No</hosting-service-needed>
      <delay-collection-dissemination>0 days</delay-collection-dissemination>
      <delay-collection-dissemination-explanation>No Delay</delay-collection-dissemination-explanation>
      <archive-location>NCEI-MD</archive-location>
      <delay-collection-archive>365</delay-collection-archive>
      <data-protection-plan>The Northwest Fisheries Science Center facilitates backup and recovery of all data and IT components which are managed by IT Operations through the capture of static (point-in-time) backup data to physical media. Once data is captured to physical media (every 1-3 days), a duplicate is made and routinely (weekly) transported to an offsite archive facility where it is maintained throughout the data's applicable life-cycle.</data-protection-plan>
   </data-management>
   <lineage>
      <lineage-statement>Outside of the group collected data, we developed statistical models with data. These data were collected and processed in accordance with established protocols and best practices under the direction of the project’s Principal Investigator. Contact the dataset Data Manager for full QA/QC methodology.</lineage-statement>
   </lineage>
   <child-items>
      <child-item>
         <catalog-item-id>35553</catalog-item-id>
         <catalog-item-type>Entity</catalog-item-type>
         <title>Calawah River Riverscape Study (R2 by stream)</title>
      </child-item>
      <child-item>
         <catalog-item-id>35554</catalog-item-id>
         <catalog-item-type>Entity</catalog-item-type>
         <title>Calawah River Riverscape Study (model results)</title>
      </child-item>
   </child-items>
   <catalog-details>
      <guid>gov.noaa.nmfs.inport:18128</guid>
      <metadata-record-created-by pers-id="0">SysAdmin InPortAdmin</metadata-record-created-by>
      <metadata-record-created>2013-02-07T12:49:57</metadata-record-created>
      <metadata-record-last-modified-by pers-id="0">SysAdmin InPortAdmin</metadata-record-last-modified-by>
      <metadata-record-last-modified>2026-03-04T19:17:17</metadata-record-last-modified>
      <record-published>2019-06-04</record-published>
      <owner-organization>Northwest Fisheries Science Center</owner-organization>
      <owner-organization-acronym>NWFSC</owner-organization-acronym>
      <owner-organization-address>2725 Montlake Boulevard East</owner-organization-address>
      <owner-organization-address-city>Seattle</owner-organization-address-city>
      <owner-organization-address-state>WA</owner-organization-address-state>
      <owner-organization-address-zip>98112</owner-organization-address-zip>
      <owner-organization-address-country>USA</owner-organization-address-country>
      <owner-organization-phone>206-860-3200</owner-organization-phone>
      <owner-organization-url>https://www.nwfsc.noaa.gov</owner-organization-url>
      <owner-organization-business-hours/>
      <owner-organization-group-id>1001</owner-organization-group-id>
      <publication-status>Public</publication-status>
      <limited-metadata-available>No</limited-metadata-available>
      <is-do-not-publish>No</is-do-not-publish>
      <metadata-last-review-date>2019-06-04</metadata-last-review-date>
      <metadata-review-frequency>1 Year</metadata-review-frequency>
      <metadata-next-review-date>2020-06-04</metadata-next-review-date>
   </catalog-details>
</inport-metadata>
