Parent Layer: Lakebed Maps

Name: Lakebed Segments

Display Field: Region_ID

Type: Feature Layer

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Description: <DIV STYLE="text-align:Left;"><DIV><DIV><P><SPAN>Geomorphology, substrate and habitats were classified on the lake bottom using unique patterns observed in bathymetry and backscatter collected by a Teledyne-Reson 7125 multibeam echosounder mounted to the Research Vessel (R/V) Echo. The Coastal and Marine Ecological Classification Standard (CMECS; FGDC 2012) was used to organize and interpret lakebed bottom types. </SPAN></P><P><SPAN>Within the CMECS framework, the lakebed is classified into geoform levels 1 and 2, substrate units for origin, class and subclass and biological units for setting, class, subclass, group and community. Classification was performed on lakebed feature-based segments derived from automated partitioning of bathymetry, backscatter, and depth derivatives (e.g., slope, rugosity, and curvature) in the ENVI (v.4.7) image processing analysis software. The smallest segment area or minimum mapping unit was 100 square meters, defined by the scale of discernible surface patterns in remotely sensed data.</SPAN></P><P><SPAN>Substrate and biological units were classified according to predictions derived from random forest models trained on 127 annotated underwater lakebed videos distributed across the study area. A second independent set of annotated underwater videos were used to assess the accuracy of model predictions for substrate subclass and biotic community. Overall class accuracies for substrate subsclass and biotic community are 80% and 74%, respectively. When accuracy is calculated proportional to class area, the accuracies are 83% and 80%, respectively. </SPAN></P><P><SPAN>Geoforms were classified by interpretation of substrate prediction and remote sensing data by a mapping expert. No accuracy was quantified for geoforms since their scale is larger than the footprint of available in situ video annotations.</SPAN></P></DIV></DIV></DIV>

Copyright Text: US DOC; NOAA; NOS; National Centers for Coastal Ocean Science (NCCOS)

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Fields:

• OBJECTID ( type: esriFieldTypeOID, alias: OBJECTID )
• Shape ( type: esriFieldTypeGeometry, alias: Shape )
• Region_ID ( type: esriFieldTypeInteger, alias: Region ID )
• Geoform_1 ( type: esriFieldTypeString, alias: Geoform Level 1, length: 8000 )
• Geoform_2 ( type: esriFieldTypeString, alias: Geoform Level 2, length: 8000 )
• Sorigin ( type: esriFieldTypeString, alias: Substrate Origin, length: 8000 )
• Sclass ( type: esriFieldTypeString, alias: Substrate Class, length: 8000 )
• SubClass ( type: esriFieldTypeString, alias: Substrate Subclass, length: 8000 )
• Bsetting ( type: esriFieldTypeString, alias: Biotic Setting, length: 8000 )
• Bclass ( type: esriFieldTypeString, alias: Biotic Class, length: 8000 )
• Bsubclass ( type: esriFieldTypeString, alias: Biotic Subclass, length: 8000 )
• Bgroup ( type: esriFieldTypeString, alias: Biotic Group, length: 8000 )
• Bcmty ( type: esriFieldTypeString, alias: Biotic Community, length: 8000 )
• Biotope ( type: esriFieldTypeString, alias: Biotope, length: 8000 )
• Shape_Area ( type: esriFieldTypeDouble, alias: Shape_Area )

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