Item talk:Q251063
From geokb
{
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Multipixel objects (water bodies) were clustered according to their temporal changes in water extents. We found that wetlands receiving groundwater discharge responded differently over the time period than wetlands that did not. Also, wetlands located within topographically closed discharge basins could be distinguished from discharge basins with overland outlets. Field verification data showed that discharge wetlands with closed basins were most distinct and identifiable with reasonable accuracies (user\u2019s accuracy\u2009=\u200997%, producer\u2019s accuracy\u2009=\u200971%). The classification of other hydrologic function types had lower accuracies reducing the overall accuracy for the four hydrologic function classes to 51%. A simplified classification approach identifying only two hydrologic function classes was 82%. Although this technique has limited success for detecting small wetlands, Landsat-derived multipixel-object clustering can reliably differentiate wetlands receiving groundwater discharge and provides a new approach to quantify wetland dynamics in landscape scale investigations and models.", "description": "9 p.", "publisher": { "@type": "Organization", "name": "Springer" }, "author": [ { "@type": "Person", "name": "Wylie, Bruce K. wylie@usgs.gov", "givenName": "Bruce K.", "familyName": "Wylie", "email": "wylie@usgs.gov", "identifier": { "@type": "PropertyValue", "propertyID": "ORCID", "value": "0000-0002-7374-1083", "url": "https://orcid.org/0000-0002-7374-1083" }, "affiliation": [ { "@type": "Organization", "name": "Earth Resources Observation and Science (EROS) Center", "url": "https://www.usgs.gov/centers/eros" }, { "@type": "Organization", "name": "Earth Resources Observation and Science (EROS) Center (Geography)", "url": "https://www.usgs.gov/centers/eros" } ] }, { "@type": "Person", "name": "Wright, C.K.", "givenName": "C.K.", "familyName": "Wright" }, { "@type": "Person", "name": "Rover, Jennifer R. jrover@usgs.gov", "givenName": "Jennifer R.", "familyName": "Rover", "email": "jrover@usgs.gov", "identifier": { "@type": "PropertyValue", "propertyID": "ORCID", "value": "0000-0002-3437-4030", "url": "https://orcid.org/0000-0002-3437-4030" } }, { "@type": "Person", "name": "Euliss, Ned H. 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