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Modeling Stream Channel Characteristics From Drainage-Enforced DEMs in Puget Sound, Washington, USA
Mapping stream channels and their geomorphic attributes is an important step in many watershed research and management projects. Often insufficient field data exist to map hydromorphologic attributes across entire drainage basins, necessitating the application of hydrologic modeling tools to digital...
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Published in: | Journal of the American Water Resources Association 2007-04, Vol.43 (2), p.414-426 |
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container_title | Journal of the American Water Resources Association |
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creator | Davies, J.R Lagueux, K.M Sanderson, B Beechie, T.J |
description | Mapping stream channels and their geomorphic attributes is an important step in many watershed research and management projects. Often insufficient field data exist to map hydromorphologic attributes across entire drainage basins, necessitating the application of hydrologic modeling tools to digital elevation models (DEMs) via a geographic information system (GIS). In this article, we demonstrate methods for deriving synthetic stream networks via GIS across large and diverse basins using drainage-enforced DEMs, along with techniques for estimating channel widths and gradient on the reach scale. The two-step drainage enforcement method we used produced synthetic stream networks that displayed a high degree of positional accuracy relative to the input streams. The accuracies of our estimated channel parameters were assessed with field data, and predictions of bankfull width, wetted width and gradient were strongly correlated with measured values (r2 = 0.92, r2 = 0.95, r2 = 0.88, respectively). Classification accuracies of binned channel attributes were also high. Our methodology allows for the relatively rapid mapping of stream channels and associated morphological attributes across large geographic areas. Although initially developed to provide salmon recovery planners with important salmon habitat information, we suggest these methodologies are relevant to a variety of research and management questions. |
doi_str_mv | 10.1111/j.1752-1688.2007.00032.x |
format | article |
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Often insufficient field data exist to map hydromorphologic attributes across entire drainage basins, necessitating the application of hydrologic modeling tools to digital elevation models (DEMs) via a geographic information system (GIS). In this article, we demonstrate methods for deriving synthetic stream networks via GIS across large and diverse basins using drainage-enforced DEMs, along with techniques for estimating channel widths and gradient on the reach scale. The two-step drainage enforcement method we used produced synthetic stream networks that displayed a high degree of positional accuracy relative to the input streams. The accuracies of our estimated channel parameters were assessed with field data, and predictions of bankfull width, wetted width and gradient were strongly correlated with measured values (r2 = 0.92, r2 = 0.95, r2 = 0.88, respectively). Classification accuracies of binned channel attributes were also high. Our methodology allows for the relatively rapid mapping of stream channels and associated morphological attributes across large geographic areas. Although initially developed to provide salmon recovery planners with important salmon habitat information, we suggest these methodologies are relevant to a variety of research and management questions.</description><identifier>ISSN: 1093-474X</identifier><identifier>EISSN: 1752-1688</identifier><identifier>DOI: 10.1111/j.1752-1688.2007.00032.x</identifier><identifier>CODEN: JWRAF5</identifier><language>eng</language><publisher>Oxford, UK: Blackwell Publishing Ltd</publisher><subject>channel morphology ; digital elevation models ; drainage enforcement ; Earth sciences ; Earth, ocean, space ; Engineering and environment geology. Geothermics ; Exact sciences and technology ; fluvial geomorphology ; Freshwater ; geographic information systems ; geomorphology ; geospatial analysis ; geospatial data processing ; Hydrology ; Hydrology. Hydrogeology ; Pollution, environment geology ; rivers ; salmon ; salmon habitat modeling ; Salmonidae ; spatial data ; stream channels ; watershed management ; wildlife habitats</subject><ispartof>Journal of the American Water Resources Association, 2007-04, Vol.43 (2), p.414-426</ispartof><rights>2007 INIST-CNRS</rights><woscitedreferencessubscribed>false</woscitedreferencessubscribed></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,780,784,27924,27925</link.rule.ids><backlink>$$Uhttp://pascal-francis.inist.fr/vibad/index.php?action=getRecordDetail&idt=18666761$$DView record in Pascal Francis$$Hfree_for_read</backlink></links><search><creatorcontrib>Davies, J.R</creatorcontrib><creatorcontrib>Lagueux, K.M</creatorcontrib><creatorcontrib>Sanderson, B</creatorcontrib><creatorcontrib>Beechie, T.J</creatorcontrib><title>Modeling Stream Channel Characteristics From Drainage-Enforced DEMs in Puget Sound, Washington, USA</title><title>Journal of the American Water Resources Association</title><description>Mapping stream channels and their geomorphic attributes is an important step in many watershed research and management projects. Often insufficient field data exist to map hydromorphologic attributes across entire drainage basins, necessitating the application of hydrologic modeling tools to digital elevation models (DEMs) via a geographic information system (GIS). In this article, we demonstrate methods for deriving synthetic stream networks via GIS across large and diverse basins using drainage-enforced DEMs, along with techniques for estimating channel widths and gradient on the reach scale. The two-step drainage enforcement method we used produced synthetic stream networks that displayed a high degree of positional accuracy relative to the input streams. The accuracies of our estimated channel parameters were assessed with field data, and predictions of bankfull width, wetted width and gradient were strongly correlated with measured values (r2 = 0.92, r2 = 0.95, r2 = 0.88, respectively). Classification accuracies of binned channel attributes were also high. Our methodology allows for the relatively rapid mapping of stream channels and associated morphological attributes across large geographic areas. Although initially developed to provide salmon recovery planners with important salmon habitat information, we suggest these methodologies are relevant to a variety of research and management questions.</description><subject>channel morphology</subject><subject>digital elevation models</subject><subject>drainage enforcement</subject><subject>Earth sciences</subject><subject>Earth, ocean, space</subject><subject>Engineering and environment geology. Geothermics</subject><subject>Exact sciences and technology</subject><subject>fluvial geomorphology</subject><subject>Freshwater</subject><subject>geographic information systems</subject><subject>geomorphology</subject><subject>geospatial analysis</subject><subject>geospatial data processing</subject><subject>Hydrology</subject><subject>Hydrology. Hydrogeology</subject><subject>Pollution, environment geology</subject><subject>rivers</subject><subject>salmon</subject><subject>salmon habitat modeling</subject><subject>Salmonidae</subject><subject>spatial data</subject><subject>stream channels</subject><subject>watershed management</subject><subject>wildlife habitats</subject><issn>1093-474X</issn><issn>1752-1688</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2007</creationdate><recordtype>article</recordtype><recordid>eNo9kV9LwzAUxYsoOKefwbzok61J0ybN45j7I2wqdGO-hbs02apdqkkH89sbmey-nAvnx4F7bhQhghMS5vEjITxPY8KKIkkx5gnGmKbJ4SzqnYzzsGNB44xn75fRlfcfGJOcFLQXqXlb6aa2G1R2TsMODbdgrW7-1IHqtKt9VyuPxq7doScHtYWNjkfWtE7pCj2N5h7VFr3tN7pDZbu31QNagd-GyK61D2hZDq6jCwON1zf_2o-W49FiOI1nr5Pn4WAWA8Wki1VliFKiEFSs04oTSgvQSoRrsjVjas0zBmtRGMqFqLASuTEZUGU0N4KYKqf96P6Y--Xa7732ndzVXummAavbvZcpFoSzXATw7h8Er6AxDqyqvfxy9Q7cjyQFY4wzErj4yIUO9OHkg_uUjFOey9XLROKSDkmZL-Q08LdH3kArYROqk8syxYSGv3CaiYz-AhKBf60</recordid><startdate>20070401</startdate><enddate>20070401</enddate><creator>Davies, J.R</creator><creator>Lagueux, K.M</creator><creator>Sanderson, B</creator><creator>Beechie, T.J</creator><general>Blackwell Publishing Ltd</general><general>American Water Resources Association</general><scope>FBQ</scope><scope>BSCLL</scope><scope>IQODW</scope><scope>7QH</scope><scope>7TG</scope><scope>7UA</scope><scope>C1K</scope><scope>F1W</scope><scope>H97</scope><scope>KL.</scope><scope>L.G</scope></search><sort><creationdate>20070401</creationdate><title>Modeling Stream Channel Characteristics From Drainage-Enforced DEMs in Puget Sound, Washington, USA</title><author>Davies, J.R ; Lagueux, K.M ; Sanderson, B ; Beechie, T.J</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-a301t-cdf1cc98939b2d71338aec90324b66cb746ab98f3799d0c95ff4a3cfe7f91fd53</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2007</creationdate><topic>channel morphology</topic><topic>digital elevation models</topic><topic>drainage enforcement</topic><topic>Earth sciences</topic><topic>Earth, ocean, space</topic><topic>Engineering and environment geology. Geothermics</topic><topic>Exact sciences and technology</topic><topic>fluvial geomorphology</topic><topic>Freshwater</topic><topic>geographic information systems</topic><topic>geomorphology</topic><topic>geospatial analysis</topic><topic>geospatial data processing</topic><topic>Hydrology</topic><topic>Hydrology. Hydrogeology</topic><topic>Pollution, environment geology</topic><topic>rivers</topic><topic>salmon</topic><topic>salmon habitat modeling</topic><topic>Salmonidae</topic><topic>spatial data</topic><topic>stream channels</topic><topic>watershed management</topic><topic>wildlife habitats</topic><toplevel>online_resources</toplevel><creatorcontrib>Davies, J.R</creatorcontrib><creatorcontrib>Lagueux, K.M</creatorcontrib><creatorcontrib>Sanderson, B</creatorcontrib><creatorcontrib>Beechie, T.J</creatorcontrib><collection>AGRIS</collection><collection>Istex</collection><collection>Pascal-Francis</collection><collection>Aqualine</collection><collection>Meteorological & Geoastrophysical Abstracts</collection><collection>Water Resources Abstracts</collection><collection>Environmental Sciences and Pollution Management</collection><collection>ASFA: Aquatic Sciences and Fisheries Abstracts</collection><collection>Aquatic Science & Fisheries Abstracts (ASFA) 3: Aquatic Pollution & Environmental Quality</collection><collection>Meteorological & Geoastrophysical Abstracts - Academic</collection><collection>Aquatic Science & Fisheries Abstracts (ASFA) Professional</collection><jtitle>Journal of the American Water Resources Association</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Davies, J.R</au><au>Lagueux, K.M</au><au>Sanderson, B</au><au>Beechie, T.J</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Modeling Stream Channel Characteristics From Drainage-Enforced DEMs in Puget Sound, Washington, USA</atitle><jtitle>Journal of the American Water Resources Association</jtitle><date>2007-04-01</date><risdate>2007</risdate><volume>43</volume><issue>2</issue><spage>414</spage><epage>426</epage><pages>414-426</pages><issn>1093-474X</issn><eissn>1752-1688</eissn><coden>JWRAF5</coden><abstract>Mapping stream channels and their geomorphic attributes is an important step in many watershed research and management projects. Often insufficient field data exist to map hydromorphologic attributes across entire drainage basins, necessitating the application of hydrologic modeling tools to digital elevation models (DEMs) via a geographic information system (GIS). In this article, we demonstrate methods for deriving synthetic stream networks via GIS across large and diverse basins using drainage-enforced DEMs, along with techniques for estimating channel widths and gradient on the reach scale. The two-step drainage enforcement method we used produced synthetic stream networks that displayed a high degree of positional accuracy relative to the input streams. The accuracies of our estimated channel parameters were assessed with field data, and predictions of bankfull width, wetted width and gradient were strongly correlated with measured values (r2 = 0.92, r2 = 0.95, r2 = 0.88, respectively). Classification accuracies of binned channel attributes were also high. 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subjects | channel morphology digital elevation models drainage enforcement Earth sciences Earth, ocean, space Engineering and environment geology. Geothermics Exact sciences and technology fluvial geomorphology Freshwater geographic information systems geomorphology geospatial analysis geospatial data processing Hydrology Hydrology. Hydrogeology Pollution, environment geology rivers salmon salmon habitat modeling Salmonidae spatial data stream channels watershed management wildlife habitats |
title | Modeling Stream Channel Characteristics From Drainage-Enforced DEMs in Puget Sound, Washington, USA |
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