Metadata: Identification_Information: Citation: Citation_Information: Originator: Emily J. Sturdivant Originator: Sara L. Zeigler Originator: Benjamin T. Gutierrez Publication_Date: 2019 Title: points, transects, beach width: Barrier island geomorphology and shorebird habitat metrics at 50-m alongshore transects and 5-m cross-shore points: Edwin B. Forsythe NWR, NJ, 2012 Edition: 1.0 Geospatial_Data_Presentation_Form: tabular Series_Information: Series_Name: data release Issue_Identification: DOI:10.5066/P944FPA4 Publication_Information: Publication_Place: Woods Hole Coastal and Marine Science Center, Woods Hole, MA Publisher: U.S. Geological Survey, Coastal and Marine Geology Program Online_Linkage: https://doi.org/10.5066/P944FPA4 Online_Linkage: https://www.sciencebase.gov/catalog/item/5d0bc90be4b0941bde4fc5e4 Larger_Work_Citation: Citation_Information: Originator: Emily J. Sturdivant Originator: Sara L. Zeigler Originator: Benjamin T. Gutierrez Originator: Kathryn M. Weber Publication_Date: 2019 Title: Barrier island geomorphology and shorebird habitat metrics—Four sites in New York, New Jersey, and Virginia, 2010–2014 Edition: 1.0 Series_Information: Series_Name: data release Issue_Identification: DOI:10.5066/P944FPA4 Publication_Information: Publication_Place: Reston, VA Publisher: U.S. Geological Survey Other_Citation_Details: Suggested citation: Sturdivant, E.J., Zeigler, S.L., Gutierrez, B.T., and Weber, K.M., 2019, Barrier island geomorphology and shorebird habitat metrics—Four sites in New York, New Jersey, and Virginia, 2010–2014: U.S. Geological Survey data release, https://doi.org/10.5066/P944FPA4. Online_Linkage: https://doi.org/10.5066/P944FPA4 Online_Linkage: https://www.sciencebase.gov/catalog/item/5be5c5bce4b0b3fc5cf8c7cb Description: Abstract: Understanding how sea-level rise will affect coastal landforms and the species and habitats they support is critical for crafting approaches that balance the needs of humans and native species. Given this increasing need to forecast sea-level rise effects on barrier islands in the near and long terms, we are developing Bayesian networks to evaluate and to forecast the cascading effects of sea-level rise on shoreline change, barrier island state, and piping plover habitat availability. We use publicly available data products, such as lidar, orthophotography, and geomorphic feature sets derived from those, to extract metrics of barrier island characteristics at consistent sampling distances. The metrics are then incorporated into predictive models and the training data used to parameterize those models. This data release contains the extracted metrics of barrier island geomorphology and spatial data layers of habitat characteristics that are input to Bayesian networks for piping plover habitat availability and barrier island geomorphology. These datasets and models are being developed for sites along the northeastern coast of the United States. This work is one component of a larger research and management program that seeks to understand and sustain the ecological value, ecosystem services, and habitat suitability of beaches in the face of storm impacts, climate change, and sea-level rise. Purpose: These data provide samples of barrier island characteristics for use in Bayesian networks to model geomorphology and shorebird nesting habitat condition and change. Transects spaced every 50 m alongshore from the National Assessment of Shoreline Change (NASC; ebf_trans.shp) were extended and supplemented to use as the base sampling unit to compile and sample barrier island characteristics. Attributes are provided at 5-m sample points (ebf12_pts.csv) along each transect and include both values extracted for the entire transect and values extracted at each point. The attributes in the points file can be aggregated by transect and joined to the transect features by the field sort_ID. The beach width values calculated for each transect are also provided as a spatially continuous raster (ebf12_ubw.tif). See Zeigler and others (2019) for additional details. Supplemental_Information: This metadata file describes three related datasets. Full methods are provided in the associated USGS Open-File Report (Zeigler and others 2019). Time_Period_of_Content: Time_Period_Information: Single_Date/Time: Calendar_Date: 2012 Currentness_Reference: Ground condition measured by source data. Status: Progress: Complete Maintenance_and_Update_Frequency: None planned Spatial_Domain: Bounding_Coordinates: West_Bounding_Coordinate: -74.39145948 East_Bounding_Coordinate: -74.09177767 North_Bounding_Coordinate: 39.77959626 South_Bounding_Coordinate: 39.43181496 Keywords: Theme: Theme_Keyword_Thesaurus: USGS Metadata Identifier Theme_Keyword: USGS:5d0bc90be4b0941bde4fc5e4 Theme: Theme_Keyword_Thesaurus: None Theme_Keyword: Bayesian Network Theme_Keyword: Barrier Island Theme_Keyword: USGS Theme_Keyword: CMGP Theme_Keyword: Geographic Information Systems Theme_Keyword: GIS Theme_Keyword: U.S. Geological Survey Theme_Keyword: Coastal and Marine Geology Program Theme_Keyword: Probability Theme_Keyword: Woods Hole Coastal and Marine Science Center Theme_Keyword: St. Petersburg Coastal and Marine Science Center Theme_Keyword: MHW Theme_Keyword: Mean High Water Theme_Keyword: Coastal Erosion Theme_Keyword: Coastal processes Theme_Keyword: Erosion Theme_Keyword: hazards Theme_Keyword: Shoreline Change Theme_Keyword: Sea Level Rise Theme_Keyword: Sea-level change Theme_Keyword: Coastal Hazards Theme_Keyword: Coastal Habitat Theme_Keyword: Edwin B. Forsythe NWR Theme_Keyword: Long Beach Island Theme: Theme_Keyword_Thesaurus: ISO 19115 Topic Category Theme_Keyword: environment Theme_Keyword: geoscientificInformation Theme: Theme_Keyword_Thesaurus: USGS Thesaurus Theme_Keyword: geospatial datasets Theme_Keyword: geospatial analysis Theme_Keyword: coastal processes Theme_Keyword: geomorphology Theme_Keyword: land use and land cover Theme_Keyword: transect sampling Theme_Keyword: geographic information systems Theme_Keyword: erosion Theme_Keyword: hazards Theme_Keyword: sea-level change Place: Place_Keyword_Thesaurus: None Place_Keyword: NJ Place_Keyword: New Jersey Place_Keyword: Pullen Island Place_Keyword: Edwin B. Forsythe NWR Place_Keyword: North America Place_Keyword: United States Place_Keyword: USA Place_Keyword: Atlantic Ocean Place_Keyword: Long Beach Island Access_Constraints: none Use_Constraints: Public domain data from the U.S. Government are freely redistributable with proper metadata and source attribution. Please recognize the U.S. Geological Survey (USGS) as the source of this information. Point_of_Contact: Contact_Information: Contact_Person_Primary: Contact_Person: Emily J. Sturdivant Contact_Organization: U.S. Geological Survey Contact_Position: Geographer Contact_Address: Address_Type: mailing and physical Address: 384 Woods Hole Road City: Woods Hole State_or_Province: MA Postal_Code: 02543-1598 Country: USA Contact_Voice_Telephone: (508) 548-8700 x2230 Contact_Facsimile_Telephone: (508) 457-2310 Contact_Electronic_Mail_Address: esturdivant@usgs.gov Browse_Graphic: Browse_Graphic_File_Name: https://www.sciencebase.gov/catalog/file/get/5d0bc90be4b0941bde4fc5e4/?name=ebf_pts_trans_ubw_browse.png Browse_Graphic_File_Description: Example views of the 5-m points, which follow the cross-shore transects. The points were projected from the 'seg_x' and 'seg_y' and overlaid on the DEM. Two panels include the shoreline delineation (larger work). The points are colored by a different variable in each panel, as labeled. Browse_Graphic_File_Type: PNG Cross_Reference: Citation_Information: Originator: Sara L. Zeigler Originator: Emily J. Sturdivant Originator: Benjamin T. Gutierrez Publication_Date: 2019 Title: Evaluating barrier island characteristics and piping plover (Charadrius melodus) habitat availability along the U.S. Atlantic coast—Geospatial approaches and methodology Series_Information: Series_Name: Open-File Report Issue_Identification: 2019–1071 Publication_Information: Publication_Place: Reston, VA Publisher: U.S. Geological Survey Other_Citation_Details: Details the methods used to process these data for use in barrier island and piping plover habitat modeling. Online_Linkage: https://doi.org/10.3133/ofr20191071 Cross_Reference: Citation_Information: Originator: Emily A. Himmelstoss Originator: Meredith Kratzmann Originator: Cheryl Hapke Originator: E. Robert Thieler Originator: Jeffrey List Publication_Date: 2010 Title: The National Assessment of Shoreline Change: A GIS Compilation of Vector Shorelines and Associated Shoreline Change Data for the New England and Mid-Atlantic Coasts Series_Information: Series_Name: Open-File Report Issue_Identification: 2010-1119 Publication_Information: Publication_Place: Reston, VA Publisher: U.S. Geological Survey Online_Linkage: https://pubs.usgs.gov/of/2010/1119/ Cross_Reference: Citation_Information: Originator: Kathryn M. Weber Originator: Jeffrey H. List Originator: Karen L. M. Morgan Publication_Date: 2005 Title: An Operational Mean High Water Datum for Determination of Shoreline Position from Topographic Lidar Data Series_Information: Series_Name: Open-File Report Issue_Identification: 2005-1027 Publication_Information: Publication_Place: Reston, VA Publisher: U.S. Geological Survey Online_Linkage: https://pubs.usgs.gov/of/2005/1027/ Cross_Reference: Citation_Information: Originator: Tracy M. Rice Publication_Date: 2015 Title: Inventory of Habitat Modifications to Sandy Beaches in the U.S. Atlantic Coast Breeding Range of the Piping Plover (Charadrius melodus) prior to Hurricane Sandy: Maine to the North Shore and Peconic Estuary of New York Publication_Information: Publication_Place: Hadley, Massachusetts Publisher: U.S. Fish and Wildlife Service Online_Linkage: http://northatlanticlcc.org/teams/coastal-resiliency/projects/hurricane-sandy/increasing-resiliency-of-beach-habitats-and-species-1/InventoryofHabitatModificationstoSandyBeachesMENY_Rice2015.pdf Online_Linkage: https://databasin.org/galleries/164daee0855c4228bb6fe8552e704558 Online_Linkage: http://northatlanticlcc.org/products/synthesis-of-tidal-inlet-and-beach-habitat-inventories Online_Linkage: http://northatlanticlcc.org/teams/coastal-resiliency/projects/beach-and-tidal-inlet-habitat-inventories/beach-and-tidal-inlet-habitat-inventories Cross_Reference: Citation_Information: Originator: Emily J. Sturdivant Publication_Date: 2019 Title: bi-transect-extractor Edition: 1.0 Series_Information: Series_Name: software release Issue_Identification: DOI:10.5066/P915UYMY Publication_Information: Publication_Place: Reston, VA Publisher: U.S. Geological Survey Other_Citation_Details: Custom-built package used for data processing. The iPython notebook file distributed with these data was part of the processing to create these data. The notebook relies on this software package. Online_Linkage: https://doi.org/10.5066/P915UYMY Online_Linkage: https://code.usgs.gov/cmgp/bi-transect-extractor Cross_Reference: Citation_Information: Originator: Kara J. Doran Originator: Joseph W. Long Originator: Justin J Birchler Originator: Owen T. Brenner Originator: Matthew W. Hardy Originator: Karen L. M. Morgan Originator: Hilary F. Stockdon Originator: Miguel L. Torres Publication_Date: 2017 Title: Lidar-derived Beach Morphology (Dune Crest, Dune Toe, and Shoreline) for U.S. Sandy Coastlines Geospatial_Data_Presentation_Form: tabular digital data Publication_Information: Publication_Place: Reston, VA Publisher: U.S. Geological Survey Other_Citation_Details: Affiliated datasets created using the same methods. A version of this geomorph points dataset will be available as 12LTS04_morphology.zip. These data were made available to us prior to publication. As a result some of the processing is different from what is described here. Online_Linkage: https://doi.org/10.5066/F7GF0S0Z Cross_Reference: Citation_Information: Originator: Klaus K.E. Neuendorf Originator: James P. Mehl, Jr. Originator: Julia A. Jackson Publication_Date: 2011 Title: Glossary of geology. Fifth edition Publication_Information: Publication_Place: Alexandria, VA Publisher: The American Geosciences Institute Cross_Reference: Citation_Information: Originator: Paul J. Godfrey Publication_Date: 1976 Title: Comparative ecology of East Coast barrier islands—Hydrology, soil, vegetation, in Barrier islands and beaches Series_Information: Series_Name: Technical proceedings of the 1976 Barrier Islands Workshop, Annapolis, Maryland, May 17–18, 1976 Issue_Identification: p. 5–31 Publication_Information: Publication_Place: Washington, D.C. Publisher: The Conservation Foundation Cross_Reference: Citation_Information: Originator: U.S. Department of Agriculture (USDA) Originator: USDA Natural Resources Conservation Service (NRCS) Publication_Date: 2015 Title: The PLANTS Database (http://plants.usda.gov, 13 January 2014) Publication_Information: Publication_Place: Greensboro, NC Publisher: National Plant Data Team Data_Quality_Information: Attribute_Accuracy: Attribute_Accuracy_Report: Attribute values at each point (ebf12_pts.csv) represent a 5 x 5 m square centered at the point. The values are compiled from multiple sources. Transect-averaged values, such as beach width, may represent 25 m on either side of the indicated transect. The following methods were used to validate attribute accuracy: symbolized display of transect and point attribute values overlaid on input datasets including elevation, island extent, geomorphic feature (ArcGIS Pro version 2.0); spot-checking of values at individual points and comparison with input datasets and topology (ArcGIS Pro version 2.0); and for random transects, plotting the cross-shore profile using elevation values from each point along the transect, distance values and the cross-shore position of the features they were calculated from (Matlab R2015b). These checks were performed by at least two operators. Metrics related to the geomorphic feature points (i.e. dune toe, dune crest, shoreline) do not necessarily provide accurate measurements for bay-side areas. For example, in rare situations a transect might intersect multiple ocean-facing shorelines, possibly due to the orientation of an inlet (e.g. transect 1024 at Fire Island, fiis_trans.shp in larger work), but the single dune crest point associated with the transect is simply the closest point, whether it be on the seaward portion of land or not. Thus, the distance to dune crest values may not be realistic for a portion of the points along the transect. ebf12_ubw.tif: Accuracy of the beach width value is dependent on the accuracy of the lineage data. Beach widths are calculated to the tenths of meters in precision. However, the values are only calculated every 50 m alongshore. Thus, a given cell value may represent the width of the beach at a transect as far as 25 m removed from the cell. Refer to the process steps for details. Beach width values were spot-checked while verifying the reliability of the transect values. Spot checks were performed by plotting the beach width on a cross-shore elevation profile with the available dune positions positioned on the plot as well. These values were always found to be in agreement unless reported elsewhere. More detail is provided elsewhere below (Process Steps and Entity and Attribute Information), in the associated Open-File Report (Zeigler and others, 2019), and in the source code (Sturdivant, 2019). Logical_Consistency_Report: These datasets consist of data compiled from multiple sources and aggregated spatially. The data were reviewed using standard USGS review procedures. No checks for topological consistency in addition to those described in the Attribute Accuracy Report were performed on these data. The primary vertical datum used is NAVD88, consistent with the source datasets lidar and geomorph points. Some fields (those with a 'mhw' suffix and explained in the Entity and Attribute section) include the elevation adjusted to the mean high water (MHW) datum calculated by Weber and others (2005) for the area. ebf12_pts.csv: With increasing distance of a point from the seaward face of the island, there is less likely to be a direct orthogonal relationship between the value and the shoreline. Prior to segmenting transects into 5-m points, some transects were shortened to eliminate overlap (see Completeness Report and first Process Step). Thus transect-based values at points near the bayside of the island may pertain to a more distant shoreline. ebf_trans.shp: This shapefile consists of line data compiled from NASC transects and manually added. No checks for topological consistency were performed on these data. Transect extent is based on the study area, rather than the shoreline, so that transect positions encompass the land in years with different shoreline positions. As a result, some transects may not intersect land in certain years. ebf12_ubw.tif: With increasing distance of a cell from the seaward face of the island, there is less likely to be a direct orthogonal relationship between the cell value and the beach because transects were shortened to eliminate overlap prior to assigning the line values to the raster grid. Cells may not have the same value as neighboring cells directly seaward because of the same overlap-elimination process applied to the transects. Completeness_Report: ebf_trans.shp: Transects (ebf_trans.shp and base feature for ebf12_pts.csv and ebf12_ubw.tif) are spaced alongshore every 50 m within the study area. They cover the entire island width. Some transects may not intersect land in certain years. Curves in the generalized shoreline may cause transects to be spaced more or less densely than the standard 50 m alongshore, especially along the inland side of the study area. Transects may overlap. In such cases, the full extended transect length was preserved allowing overlap so that each transect could represent the full width of the island. Original NASC transects include ID values that match them to the original transect, but the supplemental transects have NoData for NASC fields. ebf12_pts.csv: Points were confined to the area within the shoreline polygon included in the larger work and located only along the transects. These exclude areas below mean high water (MHW) elevation on the seaward side and areas below mean tidal level (MTL) on the inland side. Those MHW and MTL contours were generalized to approximately 25 m so in some cases the points may represent submerged areas. The points sample every 5 m along shore-normal transects. Curves in the generalized shoreline may cause transects and the resulting points to be spaced more or less densely than the standard 50 m alongshore, especially along the inland side of the study site. Before creating the 5-m points, transect lines were manually edited to prevent overlapping transects. Where two transects overlapped, one was shortened to the first point of intersection with the other. When a National Assessment of Shoreline Change (NASC) transect overlapped with a supplementary transect, the supplementary transect was shortened to the intersection point. Where values could not be calculated due to lack of input data in the lineage dataset, a NoData value of -99999 was recorded for the attribute. Where a transect does not intersect land, it corresponds to a single point with NoData values for all fields. More detail is provided in the associated Open-File Report (Zeigler and others, 2019) and in the Entity and Attribute Information. ebf12_ubw.tif: Before converting the transect vectors to rasters, the transect lines were manually edited to prevent overlapping transects. Where two transects overlapped, one was shortened to the first point of intersection with the other. When a National Assessment of Shoreline Change (NASC) transect overlapped with a supplementary transect, the supplementary transect was shortened to the intersection point. Where values could not be calculated due to lack of input data in the lineage dataset, a fill value of -99999 was recorded for the attribute. More detail is provided in the associated Open-File Report (Zeigler and others, 2019) and in the Entity and Attribute Information. Positional_Accuracy: Horizontal_Positional_Accuracy: Horizontal_Positional_Accuracy_Report: Depending on the attribute, the accuracy is assumed to be between 5 and 25 m. The horizontal positional accuracy is dependent on the accuracy of the source data and error incorporated during processing. Refer to the process steps for details. Vertical_Positional_Accuracy: Vertical_Positional_Accuracy_Report: The vertical accuracy of those attributes that incorporate vertical position is dependent on the digital elevation model and its source data as well as the MHW datum produced by Weber and others (2005). Lineage: Source_Information: Source_Citation: Citation_Information: Originator: Emily A. Himmelstoss Originator: Meredith G. Kratzmann Originator: Cheryl J. Hapke Originator: E. Robert Thieler Originator: Jeffrey List Publication_Date: 2010 Title: National Assessment of Shoreline Change: A GIS Compilation of Vector Shorelines and Associated Shoreline Change Data for the New England and Mid-Atlantic Coasts Series_Information: Series_Name: Open-File Report Issue_Identification: 2010-1119 Publication_Information: Publication_Place: Reston, VA Publisher: U.S. Geological Survey Online_Linkage: https://pubs.usgs.gov/of/2010/1119/ Online_Linkage: https://pubs.usgs.gov/of/2010/1119/data_catalog.html Type_of_Source_Media: digital data Source_Time_Period_of_Content: Time_Period_Information: Single_Date/Time: Calendar_Date: 2010 Source_Currentness_Reference: publication date Source_Citation_Abbreviation: NASC transects Source_Contribution: Shore-normal transects with long term shoreline change rates from the National Assessment of Shoreline Change (NASC) (NewJerseyN_LT.shp). The data are distributed as an Esri polyline shapefile referenced to World Geodetic System 1984 (WGS84). They were downloaded in 2017. Source_Information: Source_Citation: Citation_Information: Originator: Department of Commerce (DOC), National Oceanic and Atmospheric Administration (NOAA), National Ocean Service (NOS), National Geodetic Survey (NGS), Remote Sensing Division Publication_Date: 20121115 Title: Hurricane Sandy: Rapid Response Imagery of the Surrounding Regions Geospatial_Data_Presentation_Form: Raster Digital Data (Aerial Imagery) Publication_Information: Publication_Place: Silver Spring, MD Publisher: NOAA's Ocean Service, National Geodetic Survey (NGS) Online_Linkage: https://geodesy.noaa.gov/storm_archive/storms/sandy/index.html Online_Linkage: https://geodesy.noaa.gov/storm_archive/storms/sandy/docs/sandy_metadata.htm Online_Linkage: http://ngs.woc.noaa.gov/storms/sandy/ Type_of_Source_Media: digital data Source_Time_Period_of_Content: Time_Period_Information: Range_of_Dates/Times: Beginning_Date: 20121031 Ending_Date: 20121106 Source_Currentness_Reference: ground condition Source_Citation_Abbreviation: Orthoimage Source_Contribution: Visual imagery used for digitizing shorefront development, tidal inlets, and for QA/QC. Source data were distributed at 0.35 m pixel resolution, in horizontal datum NAD83. Downloaded on 2/15/2016. Data were projected to UTM Zone 18N (EPSG:26918) using the ‘Project Raster’ tool in ArcToolbox (version 10.4.1). Source_Information: Source_Citation: Citation_Information: Originator: U.S. Geological Survey Originator: Department of Commerce (DOC), National Oceanic and Atmospheric Administration (NOAA), National Ocean Service (NOS),Office for Coastal Management (OCM) Publication_Date: 2014 Title: 2012 USGS EAARL-B Coastal Topography: Post-Sandy, First Surface (NJ) Edition: first Geospatial_Data_Presentation_Form: las Series_Information: Series_Name: U.S. Geological Survey Data Series Issue_Identification: 767 Publication_Information: Publication_Place: St. Petersburg, FL Publisher: U.S. Geological Survey Online_Linkage: https://coast.noaa.gov/htdata/lidar1_z/geoid12a/data/3657 Online_Linkage: https://coast.noaa.gov/dataviewer/#/lidar/search/where:ID=3657 Online_Linkage: http://pubs.usgs.gov/ds/767/ Online_Linkage: https://coast.noaa.gov/dataviewer Online_Linkage: https://coast.noaa.gov Online_Linkage: https://inport.nmfs.noaa.gov/inport/item/49611 Type_of_Source_Media: digital data Source_Time_Period_of_Content: Time_Period_Information: Range_of_Dates/Times: Beginning_Date: 20121026 Ending_Date: 20121105 Source_Currentness_Reference: ground condition Source_Citation_Abbreviation: DEM Source_Contribution: Elevation. Source data were downloaded from https://coast.noaa.gov/dataviewer in horizontal datum NAD 1983, UTM Zone 18N (EPSG:26918), vertical datum NAVD88. Downloaded on 2/15/2016. Process_Step: Process_Description: Full methods are provided in the associated Methods OFR (Zeigler and others 2019). The iPython notebook used for processing is distributed with this dataset (extractor_ebf12.ipynb). ebf_trans.shp NASC transects from Himmelstoss and others (2010) were modified for the purposes of this study. Transects were extended inland to cover the width of the island, and additional transects were added to fill alongshore gaps greater than 50 m. Transects were extended by using the last two vertices of each transect to programmatically place the end of the line 3,000 m beyond the end of the original line segment. Python (version 3) with the modules ArcPy and Collections in an ArcGIS Pro 2.0 environment were used for programming (see function core/functions_warcpy.ExtendLine in bi-transect-extractor (Sturdivant, 2019)). The process transformed the data from WGS84 to NAD83 UTM Zone 18N using WGS_1984_(ITRF00)_To_NAD_1983_2011 (WKID: 108354, accuracy: 0.1 m). It used the coordinates of the last two vertices of each feature and calculated a new second coordinate at a specified distance (3,000 m) along the prolongation of the line from the first coordinate. Next, transects were manually added to fill alongshore gaps greater than 50 m. To do so we copied the extended NASC transects, replaced their attribute values with fill values (-99999), moved groups of them to fill gaps, deleted any that were unchanged, and then merged the altered file back to the NASC transects. ID values were assigned that ordered the transects consecutively along the shoreline using the ArcGIS Spatial Sort tool in spatial increments. We eliminated transect overlap in certain locations by manually clipping the transects to the first intersection point with an overlapping transect. While doing so, we prioritized the original NASC transect geometries. Overlapping transects retained the azimuths of the original lines but in some cases were shortened. Process_Date: 2018 Process_Step: Process_Description: Full methods are provided in the associated Methods OFR (Zeigler and others, 2019) and technical steps can be found in the source code (Sturdivant, 2019). The iPython notebook used to create the point dataset (extractor_ebf12.ipynb) is distributed in this data release. All steps described below were performed in the iPython notebook extractor_ebf12.ipynb, which used Python 3 and ArcPy distributed with ArcGIS Pro 2.0. Manual steps indicated in the notebook were executed in a session of ArcGIS Pro 2.0. ebf12_pts.csv, part 1 First, we calculate values that apply to entire cross-island transects. Supplemented NASC transects are populated with the shoreline change rate values from the original NASC transects. Lines that are not present in the NASC transects are populated with fill values (-99999) for LRR, TRANSECTID, and TRANSORDER fields. MHW position and foreshore slope along transect: Each transect is assigned the foreshore slope (Bslope) from the nearest shoreline point within 25 m (see larger work). The MHW shoreline easting and northing locate the intersection of the transect with the oceanside shoreline. These values are populated for each transect as follows (using Python 3 distributed with ArcGIS Pro 2.0, especially the modules ArcPy, numpy, and pandas): (1) Create a line representing the oceanside shoreline by converting the shoreline polygons to lines, clipping them at the inlet lines, and selecting only those segments that intersect shoreline points; (2) get 'SL_x' and 'SL_y' at the intersection point between the transect and the oceanside shoreline (created from ebf12_shoreline.shp in larger work); (3) find the closest shoreline point to that intersection point; and (4) assign the slope value from the shoreline point to the transect ('Bslope'). Dune positions along transects: 'DL_x', 'DL_y', and 'DL_zMHW' are the easting, northing, and height above MHW, respectively, of the nearest dune toe point (ebf12_DLpts.shp in larger work) within 25 meters of the transect. Likewise, 'DH_x', 'DH_y', and 'DH_zMHW' are the easting, northing, and height above MHW, respectively, of the nearest dune crest point within 25 meters (ebf12_DCpts.shp in larger work). We find the XYZ positions of the nearest dune crest and dune toe within 25 meters for each transect using bi-transect-extractor (Sturdivant, 2019) to execute the following, repeated for both dune crest and dune toe: (1) evaluate the distance from the transect to every dune crest/toe point and find the shortest of these distances (distanceTo geometry method in ArcPy); (2) if the distance is less than 25 m, return the elevation from the point and the XY position of the point ‘snapped’ to the transect (snapToLine geometry method); (3) if there are no points within 25 m of the transect, populate the transect with null/fill values (pandas); and (4) convert the elevations to the MHW datum by applying the MHW offset (0.43 m based on Weber and others, 2005). 'Arm_x', 'Arm_y', and 'Arm_zMHW' are the easting, northing, and height above MHW, respectively, where an artificial structure crosses the transect in the vicinity of the beach. These features are meant to supplement the dune toe dataset by providing an upper limit to the beach in areas where dune toe extraction was confounded by the presence of an artificial structure. Values are populated for each transect as follows: (1) prioritizing areas where dune toe features were not successfully extracted, use orthoimagery, supplemented with the DEM, to manually digitize line segments on the oceanside face of artificial impediments to sediment ("armoring"), such as sand-fencing, sandbags, seawalls, etc.; (2) get the positions of intersection between the digitized armoring lines and the transects (Intersect tool from the Overlay toolset); (3) extract the elevation value at each intersection point from the DEM (Extract Multi Values to Points tool from Spatial Analyst); and (4) convert the elevations to the MHW datum by applying the MHW offset (0.43 m based on Weber and others, 2005). Beach width and height: Upper beach width ('uBW') and upper beach height ('uBH') are calculated based on the difference in position between two points: the position of MHW along the transect ('SL_x', 'SL_y') and the dune toe position or equivalent (usually 'DL_x', 'DL_y'). All calculations are performed by the function calc_BeachWidth_fill in bi-transect-extractor (Sturdivant, 2019). In some cases, the dune toe is not appropriate to designate the "top of beach" so beach width and height are calculated from either the position of the dune toe, the dune crest, or the base of an armoring structure. The dune crest is only considered a possibility if the dune crest elevation (DH_zMHW) is less than or equal to 2.5 m. They are calculated as follows, relying primarily on numpy and the snapToLine geometry method in ArcPy, and using pandas for data storage/organization: (1) Find the position along the transect of an orthogonal line drawn to the dune point ('DL_x', 'DL_y' and 'DH_x', 'DH_y'). (2) Calculate distances from MHW to the position along the transect of the dune toe ('DistDL'), dune crest ('DistDH'), and armoring ('DistArm'). (3) Conditionally select the appropriate feature to represent "top of beach." Dune toe is prioritized. If it is not available and 'DH_zMHW' is less than or equal to maxDH, use dune crest. If neither of the dune feature positions satisfy the conditions and an armoring feature intersects with the transect, use the armoring position. If none of the three are possible, 'uBW' and 'uBH' are given a NoData value of -99999. (4) Copy the distance to shoreline and height above MHW ('Dist--', '---zMHW') to 'uBW' and 'uBH', respectively. Distance to inlet: Distance to nearest tidal inlet ('Dist2Inlet') is computed as alongshore distance of each sampling transect from the nearest tidal inlet. Inlets are manually delineated during the creation of the shoreline polygon file. This distance includes changes in the path of the shoreline rather than just a straight-line distance between each transect and the inlet and reflects sediment transport pathways. It is measured using the shoreline polygon(s) and the delineated tidal inlets (see shoreline data in larger work) as follows: (1) split the shoreline polygon(s) at the tidal inlets by converting the shoreline polygon(s) into a polyline feature class with the inlet lines included (Feature to Line in Data Management); (2) retain only the oceanside segments of the shoreline by deleting all segments that do not intersect any shoreline points (disjoint geometry method in ArcPy data access module); (3) if the shoreline is bounded on both sides by an inlet, measure the distance to both and assign the minimum distance of the two or if the shoreline meets only one inlet (meaning the study area ends before the island ends), use the distance to the only inlet (cut, disjoint, and length geometry methods and properties in ArcPy) Island widths: Barrier Island Width ('WidthLand') is calculated as the above-water distance between the back-barrier and seaward MHW shorelines. 'WidthLand' only included regions of the barrier within the shoreline polygon(s) (ebf12_shoreline.shp in larger work). We also measure the shore-to-shore extent of the island, which includes space occupied by waterways ('WidthFull') and the width of only the most seaward portion of land within the shoreline ('WidthPart'). These are calculated as follows: (1) clip the transect to the shoreline polygon(s) (Clip in the Analysis toolbox); (2) for 'WidthLand', get the length of the multipart line segment from "SHAPE@LENGTH" feature class attribute, which will include only the remaining portions of the transect; (3) for 'WidthPart', convert the clipped transect from multipart to singlepart and get the length of the first line segment, which should be the most seaward; (4) for 'WidthFull', calculate the distance between the first vertex and the last vertex of the clipped transect (Feature Class to NumPy Array with explode to points, pandas groupby, numpy hypot). Process_Date: 2018 Process_Contact: Contact_Information: Contact_Person_Primary: Contact_Person: Emily J. Sturdivant Contact_Organization: U.S. Geological Survey Contact_Position: Geographer Contact_Address: Address_Type: mailing and physical address Address: 384 Woods Hole Road City: Woods Hole State_or_Province: MA Postal_Code: 02543-1598 Country: USA Contact_Voice_Telephone: 508-548-8700 x2230 Contact_Facsimile_Telephone: 508-457-2310 Contact_Electronic_Mail_Address: esturdivant@usgs.gov Process_Step: Process_Description: Full methods are provided in the associated Methods OFR (Zeigler and others, 2019) and technical steps can be found in the source code (Sturdivant, 2019). The iPython notebook used to create the point dataset (extractor_ebf12.ipynb) is distributed in this data release. All steps described below were performed in the iPython notebook extractor_ebf12.ipynb, which used Python 3 and ArcPy distributed with ArcGIS Pro 2.0. Manual steps indicated in the notebook were executed in a session of ArcGIS Pro 2.0. ebf12_pts.csv, part 2 Nourishment, Construction, Development: We manually assigned coded values for the attributes Nourishment, Construction, and Development by comparing the transect positions to ancillary datasets in ArcGIS 10.5. These datasets included the inventory of habitat modification (Rice 2015), available aerial imagery, and the development layer included in this data release. See the associated Methods OFR (Zeigler and others, 2019) for details and example figures. Process_Date: 2018 Process_Contact: Contact_Information: Contact_Person_Primary: Contact_Person: Benjamin T. Gutierrez Contact_Organization: U.S. Geological Survey Contact_Position: Geologist Contact_Address: Address_Type: mailing and physical address Address: 384 Woods Hole Road City: Woods Hole State_or_Province: MA Postal_Code: 02543-1598 Country: USA Contact_Voice_Telephone: 508-548-8700 x2289 Contact_Facsimile_Telephone: 508-457-2310 Contact_Electronic_Mail_Address: bgutierrez@usgs.gov Process_Step: Process_Description: Full methods are provided in the associated Methods OFR (Zeigler and others, 2019). All steps described below were performed in the iPython notebook extractor_ebf12.ipynb, which used Python 3 and ArcPy distributed with ArcGIS Pro 2.0. Manual steps indicated in the notebook were executed in a session of ArcGIS Pro 2.0. ebf12_pts.csv, part 3 The point dataset represents 5 m sampling of the land along each shore-normal transect (ebf_trans.shp; see Zeigler and others, 2019). The 5-m point file is created from the supplemented NASC transects as follows: (1) Manually shorten overlapping transects to the first point of intersection. When a transect overlaps with a supplementary transect, shorten the supplementary transect to the intersection point. (2) Clip the transects to the shoreline polygon of the barrier island, retaining only those portions of the transects that represent land. (3) Create a point along each transect every 5 m starting from the ocean-side shoreline. Process_Date: 2018 Process_Contact: Contact_Information: Contact_Person_Primary: Contact_Person: Emily J. Sturdivant Contact_Organization: U.S. Geological Survey Contact_Position: Geographer Contact_Address: Address_Type: mailing and physical address Address: 384 Woods Hole Road City: Woods Hole State_or_Province: MA Postal_Code: 02543-1598 Country: USA Contact_Voice_Telephone: 508-548-8700 x2230 Contact_Facsimile_Telephone: 508-457-2310 Contact_Electronic_Mail_Address: esturdivant@usgs.gov Process_Step: Process_Description: Full methods are provided in the associated Methods OFR (Zeigler and others, 2019). All steps described below were performed in the iPython notebook extractor_ebf12.ipynb, which used Python 3 and ArcPy distributed with ArcGIS Pro 2.0 (Sturdivant, 2019). Manual steps indicated in the notebook were executed in a session of ArcGIS Pro 2.0. ebf12_pts.csv, part 4 Point identifier: We populate the 5-m points with a numerical identifier ('SplitSort') of the 5-m data sampling points at a particular study site, sorted by order along shoreline and by distance from oceanside. 'SplitSort' values are populated by sorting the points by 'sort_ID' and 'Dist_Seg' (see below). Distances: 'Dist_Seg' and 'Dist_MHWbay' measure the distance of the point from the seaward shoreline and bayside shoreline respectively. 'Dist_Seg' is calculated as the Euclidean distance between the point and the shoreline ('SL_x', 'SL_y'). 'Dist_MHWbay' is calculated by subtracting the 'Dist_Seg' value from the transect 'WidthPart'. This is performed by the function prep_points in bi-transect-extractor (Sturdivant, 2019). 'DistSegDH', 'DistSegDL', and 'DistSegArm' measure the distance of each 5-m point from the dune crest, dune toe, and dune armoring position respectively along a particular transect. They are calculated as the Euclidean distance between the 5-m point and the given feature. Elevation and slope: 'ptZ' and 'ptSlp' are the elevation (NAVD88) and slope at the 5-m cell corresponding to the point. We use the 5-m DEM to generate a slope surface (Slope tool in 3D Analyst). The elevation and slope values are assigned to the points using the Extract Multi Values to Points tool in Spatial Analyst, which is called by bi-transect-extractor (Sturdivant, 2019). 'ptZmhw' is calculated from 'ptZ' by subtracting the MHW offset (0.43 m based on Weber and others, 2005). Transect-averaged elevation: We calculate the per-transect mean and maximum barrier elevation (mean_Zmhw, max_Zmhw) from the 5-m elevations (ptZmhw). Mean barrier elevations are calculated for only those transects having less than 20 percent missing values within the 5-m points. Locations not satisfying this criterion are assigned a fill value. This is performed by the function aggregate_z in bi-transect-extractor (Sturdivant, 2019). Habitat variables: Variables for vegetation type (VegType), vegetation density (VegDens), substrate type (SubType), distance to foraging habitat (DisMOSH), and geomorphic setting (GeoSet) are populated from the corresponding raster layers provided with the larger work (files EF12_VegType.tif, EF12_VegDen.tif, EF12_SubType.tif, EF12_DisMOSH.tif, EF12_GeoSet.tif). They are assigned to the points using the Extract Multi Values to Points tool in Spatial Analyst, which is called by bi-transect-extractor (Sturdivant, 2019). The values are recoded as follows using bi-transect-extractor, which is documented in the file extractor_ebf12.ipynb. SubType: 7777:'{1111, 2222}', 1000:'{1111, 3333}’ VegType: 77:'{11, 22}', 88:'{22, 33}', 99:'{33, 44}' VegDens: 666: '{111, 222}', 777: '{222, 333}', 888: '{333, 444}', 999: '{222, 333, 444}' To calculate the values, the data are passed between pandas dataframe format and ArcGIS geodatabase feature class. Once all values have been calculated, the pandas dataframe is saved in comma-separated values (CSV) format. Curly brackets ('{}') around two values are used in the modeling process. Process_Date: 2018 Process_Contact: Contact_Information: Contact_Person_Primary: Contact_Person: Emily J. Sturdivant Contact_Organization: U.S. Geological Survey Contact_Position: Geographer Contact_Address: Address_Type: mailing and physical address Address: 384 Woods Hole Road City: Woods Hole State_or_Province: MA Postal_Code: 02543-1598 Country: USA Contact_Voice_Telephone: 508-548-8700 x2230 Contact_Facsimile_Telephone: 508-457-2310 Contact_Electronic_Mail_Address: esturdivant@usgs.gov Process_Step: Process_Description: Full methods are provided in the associated Methods OFR (Zeigler and others, 2019). For the detailed documentation of the processing, see the files extractor_ebf12.ipynb and the source code bi-transect-extractor (Sturdivant, 2019). ebf12_ubw.tif The width of the upper beach (from mean high water (MHW) shoreline to either dune crest, dune toe, or coastal armoring/development) is calculated along the supplemented NASC transects. Calculate beach width along transect: To calculate the beach width for the transects, upper beach width ('uBW') is calculated based on the difference in position between two points: the position of MHW along the transect ('SL_x', 'SL_y') and the dune toe position or equivalent (usually 'DL_x', 'DL_y'). It is calculated using bi-transect-extractor (Sturdivant, 2019) and documented in extractor_ebf12.ipynb as follows: (1) Find the position along the transect of an orthogonal line drawn to the dune point ('DL_x', 'DL_y' and 'DH_x', 'DH_y'). (2) Calculate distances from MHW to the position along the transect of the dune toe ('DistDL'), dune crest ('DistDH'), and armoring ('DistArm'). (3) Conditionally select the appropriate feature to represent "top of beach." Dune toe is prioritized. If it is not available and 'DH_zMHW' is less than or equal to maxDH, use dune crest. If neither of the dune feature positions satisfy the conditions and an armoring feature intersects with the transect, use the armoring position. If none of the three are possible, 'uBW' is given a NoData value of -99999. (4) Copy the selected distance to shoreline and height above MHW ('Dist--') to 'uBW'. Assign values to raster A transect ID raster is created from the transect file. Transects are modified from the supplemented transect file (ebf_trans.shp) by manually shortening overlapping transects to the first point of intersection. When a transect overlaps with a supplementary transect, the supplementary transect is shortened to the intersection point. The beach width values from each transect are assigned to the cells that represent that transect using the JoinField tool in the data management toolbox, which is also an automated process performed by bi-transect-extractor. The raster file is exported to GeoTiff using the Export Raster tool. Raster cells outside the bounds of the data are assigned a NoData value of 65535. Process_Date: 2018 Process_Contact: Contact_Information: Contact_Person_Primary: Contact_Person: Emily J. Sturdivant Contact_Organization: U.S. Geological Survey Contact_Position: Geographer Contact_Address: Address_Type: mailing and physical address Address: 384 Woods Hole Road City: Woods Hole State_or_Province: MA Postal_Code: 02543-1598 Country: USA Contact_Voice_Telephone: 508-548-8700 x2230 Contact_Facsimile_Telephone: 508-457-2310 Contact_Electronic_Mail_Address: esturdivant@usgs.gov Process_Step: Process_Description: Added keywords section with USGS persistent identifier as theme keyword. Process_Date: 20200810 Process_Contact: Contact_Information: Contact_Organization_Primary: Contact_Organization: U.S. Geological Survey Contact_Person: VeeAnn A. Cross Contact_Position: Marine Geologist Contact_Address: Address_Type: Mailing and Physical Address: 384 Woods Hole Road City: Woods Hole State_or_Province: MA Postal_Code: 02543-1598 Contact_Voice_Telephone: 508-548-8700 x2251 Contact_Facsimile_Telephone: 508-457-2310 Contact_Electronic_Mail_Address: vatnipp@usgs.gov Spatial_Reference_Information: Horizontal_Coordinate_System_Definition: Planar: Grid_Coordinate_System: Grid_Coordinate_System_Name: Universal Transverse Mercator Universal_Transverse_Mercator: UTM_Zone_Number: 18 Transverse_Mercator: Scale_Factor_at_Central_Meridian: 0.9996 Longitude_of_Central_Meridian: -75.0 Latitude_of_Projection_Origin: 0.0 False_Easting: 500000.0 False_Northing: 0.0 Planar_Coordinate_Information: Planar_Coordinate_Encoding_Method: coordinate pair Coordinate_Representation: Abscissa_Resolution: 0.6096 Ordinate_Resolution: 0.6096 Planar_Distance_Units: Meter Geodetic_Model: Horizontal_Datum_Name: D_North_American_1983 Ellipsoid_Name: GRS_1980 Semi-major_Axis: 6378137.0 Denominator_of_Flattening_Ratio: 298.257222101 Vertical_Coordinate_System_Definition: Altitude_System_Definition: Altitude_Datum_Name: North American Vertical Datum of 1988 (NAVD88) Altitude_Resolution: 0.001 Altitude_Distance_Units: meters Altitude_Encoding_Method: Attribute values Entity_and_Attribute_Information: Detailed_Description: Entity_Type: Entity_Type_Label: ebf_trans.shp Entity_Type_Definition: Geometry of 878 shore-normal transects used as the base for sampling barrier island geomorphology. Various ID fields are included to permit later joining. NoData value for all: -99999. Entity_Type_Definition_Source: Producer defined Attribute: Attribute_Label: FID Attribute_Definition: Internal feature number Attribute_Definition_Source: Esri Attribute_Domain_Values: Unrepresentable_Domain: Sequential unique whole numbers that are automatically generated. Attribute: Attribute_Label: Shape Attribute_Definition: Feature geometry. Attribute_Definition_Source: Esri Attribute_Domain_Values: Enumerated_Domain: Enumerated_Domain_Value: Polyline Enumerated_Domain_Value_Definition: Polyline geometry Enumerated_Domain_Value_Definition_Source: Esri Attribute: Attribute_Label: sort_ID Attribute_Definition: Unique identifier that orders transects sequentially along the shoreline. Attribute_Definition_Source: Producer defined Attribute_Domain_Values: Range_Domain: Range_Domain_Minimum: 1 Range_Domain_Maximum: 878 Attribute_Units_of_Measure: integer Attribute: Attribute_Label: Shape_Length Attribute_Definition: Length of the feature automatically calculated by ArcGIS. Attribute_Definition_Source: Producer defined Attribute_Domain_Values: Range_Domain: Range_Domain_Minimum: 3829.4702575968727 Range_Domain_Maximum: 5086.298187009409 Attribute_Units_of_Measure: meters Attribute: Attribute_Label: TransectId Attribute_Definition: Transect identifier corresponding to that used in NASC transects. NoData value of -99999. Attribute_Definition_Source: Himmelstoss and others (2010) Attribute_Domain_Values: Range_Domain: Range_Domain_Minimum: 1.0 Range_Domain_Maximum: 1646.0 Attribute_Units_of_Measure: integer Attribute: Attribute_Label: TransOrder Attribute_Definition: Transect identifier corresponding to that used in NASC transects. NoData value of -99999. Attribute_Definition_Source: Himmelstoss and others (2010) Attribute_Domain_Values: Range_Domain: Range_Domain_Minimum: 1.0 Range_Domain_Maximum: 1676.0 Attribute_Units_of_Measure: integer Attribute: Attribute_Label: DD_ID Attribute_Definition: Identifier that orders transects sequentially along the shoreline and is unique across all sites analyzed for Zeigler and others, 2018. Attribute_Definition_Source: Producer defined Attribute_Domain_Values: Range_Domain: Range_Domain_Minimum: 30001 Range_Domain_Maximum: 30878 Attribute_Units_of_Measure: integer Detailed_Description: Entity_Type: Entity_Type_Label: ebf12_pts.csv Entity_Type_Definition: Geomorphology metrics at 107823 discrete points along shore-normal transects. Transect-averaged values are also included. Entity_Type_Definition_Source: Producer defined Attribute: Attribute_Label: SplitSort Attribute_Definition: Unique identifier that sorts the points by transect and distance from MHW. NoData value of -99999. Attribute_Definition_Source: Producer defined Attribute_Domain_Values: Range_Domain: Range_Domain_Minimum: 0 Range_Domain_Maximum: 107822 Attribute_Units_of_Measure: integer Attribute: Attribute_Label: seg_x Attribute_Definition: Point easting referenced to UTM Zone 18N, NAD 83. NoData value of -99999. Attribute_Definition_Source: Producer defined Attribute_Domain_Values: Range_Domain: Range_Domain_Minimum: 557023.1379000004 Range_Domain_Maximum: 577632.6146999998 Attribute_Units_of_Measure: meters Attribute: Attribute_Label: seg_y Attribute_Definition: Point northing referenced to UTM Zone 18N, NAD 83. NoData value of -99999. Attribute_Definition_Source: Producer defined Attribute_Domain_Values: Range_Domain: Range_Domain_Minimum: 4367237.5144 Range_Domain_Maximum: 4402020.571799999 Attribute_Units_of_Measure: meters Attribute: Attribute_Label: Dist_Seg Attribute_Definition: Along-transect distance to the mean high water (MHW) shoreline position. NoData value of -99999. Attribute_Definition_Source: Producer defined Attribute_Domain_Values: Range_Domain: Range_Domain_Minimum: 0.0 Range_Domain_Maximum: 1927.8601220122398 Attribute_Units_of_Measure: meters Attribute: Attribute_Label: Dist_MHWbay Attribute_Definition: Distance of the point from the bayside shoreline. NoData value of -99999. Attribute_Definition_Source: Producer defined Attribute_Domain_Values: Range_Domain: Range_Domain_Minimum: -1347.1303063193782 Range_Domain_Maximum: 1400.645343840525 Attribute_Units_of_Measure: meters Attribute: Attribute_Label: DistSegDH Attribute_Definition: Distance to the dune crest position along the same transect. NoData value of -99999. Attribute_Definition_Source: Producer defined Attribute_Domain_Values: Range_Domain: Range_Domain_Minimum: -284.210585559426 Range_Domain_Maximum: 1844.5373524026963 Attribute_Units_of_Measure: meters Attribute: Attribute_Label: DistSegDL Attribute_Definition: Distance to the dune toe position along the same transect. NoData value of -99999. Attribute_Definition_Source: Producer defined Attribute_Domain_Values: Range_Domain: Range_Domain_Minimum: -194.66164667699215 Range_Domain_Maximum: 1870.8700117560247 Attribute_Units_of_Measure: meters Attribute: Attribute_Label: DistSegArm Attribute_Definition: Distance to the armoring position along the same transect. NoData value of -99999. Attribute_Definition_Source: Producer defined Attribute_Domain_Values: Range_Domain: Range_Domain_Minimum: -133.00926273313962 Range_Domain_Maximum: 1274.4015139489195 Attribute_Units_of_Measure: meters Attribute: Attribute_Label: ptZ Attribute_Definition: Elevation referenced to NAVD88. Derived from the corresponding pixel in the 5-m DEM. NoData value of -99999. Attribute_Definition_Source: Producer defined Attribute_Domain_Values: Range_Domain: Range_Domain_Minimum: -0.21848005056381226 Range_Domain_Maximum: 38.1716423034668 Attribute_Units_of_Measure: meters Attribute: Attribute_Label: ptSlp Attribute_Definition: Mean slope of the corresponding 5-m pixel in the slope surface. NoData value of -99999. Attribute_Definition_Source: Producer defined Attribute_Domain_Values: Range_Domain: Range_Domain_Minimum: 0.0032659308053553104 Range_Domain_Maximum: 353.0484313964844 Attribute_Units_of_Measure: percent Attribute: Attribute_Label: ptZmhw Attribute_Definition: Elevation referenced to MHW. Derived from attribute ptZ (ptZmhw = ptZ - MHW offset). NoData value of -99999. Attribute_Definition_Source: Producer defined Attribute_Domain_Values: Range_Domain: Range_Domain_Minimum: -0.6484800577163696 Range_Domain_Maximum: 37.741641998291016 Attribute_Units_of_Measure: meters Attribute: Attribute_Label: GeoSet Attribute_Definition: The geomorphic setting indicates the classification of the major topographic features within approximately 5 m. NoData value of -99999. Attribute_Definition_Source: Producer defined Attribute_Domain_Values: Enumerated_Domain: Enumerated_Domain_Value: 1 Enumerated_Domain_Value_Definition: Beach. The relatively thick and temporary accumulation of loose, water-borne material (usually well-sorted sand and pebbles, accompanied by mud, cobbles, boulders, and smoothed rock and shell fragments) that is in active transit along, or deposited on, the shore zone between the limits of low water and high water (Neuendorf and others, 2011). In this study, the beach geomorphic setting occurred between the ocean- or sound-side study area boundary and the mean high water line (approximated for by the upper-most wrack line in the field). Enumerated_Domain_Value_Definition_Source: Producer defined, definition modified from Neuendorf and others (2011). Attribute_Domain_Values: Enumerated_Domain: Enumerated_Domain_Value: 2 Enumerated_Domain_Value_Definition: Backshore. The upper, usually dry, zone of the shore or beach, lying between the high-water line of mean spring tides and the upper limit of shore-zone processes; it is acted upon by waves or covered by water only during exceptionally severe storms or unusually high tides (Neuendorf and others, 2011). In this study, the Backshore geomorphic setting occurred between the mean high water line and either (i) the dune toe, (ii) the edge of developed areas, or (iii) the edge of dense vegetation (or forest). Enumerated_Domain_Value_Definition_Source: Producer defined, definition modified from Neuendorf and others (2011). Attribute_Domain_Values: Enumerated_Domain: Enumerated_Domain_Value: 3 Enumerated_Domain_Value_Definition: Dunes. A low mound, ridge, bank, or hill of loose, windblown granular material (generally sand), either bare or covered by vegetation, capable of movement from place to place but retaining its characteristic shape (Neuendorf and others, 2011). In this study, “dune” also describes low-lying areas between dunes (or “interdune” regions) that are part of the larger dune complex. Enumerated_Domain_Value_Definition_Source: Producer defined, definition modified from Neuendorf and others (2011). Attribute_Domain_Values: Enumerated_Domain: Enumerated_Domain_Value: 4 Enumerated_Domain_Value_Definition: Washover. A fan of material deposited from the ocean landward on a mainland beach or barrier island, produced by storm waves breaking over low parts of the mainland beach or barrier and depositing sediment either landward (mainland beaches) or across a barrier island into the bay/sound (barrier islands). A washover typically displays a characteristic fan-like shape (Neuendorf and others, 2011). Enumerated_Domain_Value_Definition_Source: Producer defined, definition modified from Neuendorf and others (2011). Attribute_Domain_Values: Enumerated_Domain: Enumerated_Domain_Value: 5 Enumerated_Domain_Value_Definition: Barrier Interior. In this study, the Barrier Interior geomorphic setting described all areas spanning the interior boundary of the dunes (or backshore in the absence of dunes) on the ocean-side to the interior boundary of the marsh, dunes, or backshore on the back-barrier side. This setting was typically used to describe areas that did not fall into any other geomorphic setting (e.g., washovers, ridge/swale complexes). Enumerated_Domain_Value_Definition_Source: Producer defined, definition modified from Neuendorf and others (2011). Attribute_Domain_Values: Enumerated_Domain: Enumerated_Domain_Value: 6 Enumerated_Domain_Value_Definition: Marsh. A relatively flat, low-lying, intermittently water-covered area with generally halophytic grasses existing landward of a barrier island (Neuendorf and others, 2011). Enumerated_Domain_Value_Definition_Source: Producer defined, definition modified from Neuendorf and others (2011). Attribute_Domain_Values: Enumerated_Domain: Enumerated_Domain_Value: 7 Enumerated_Domain_Value_Definition: Ridge/Swale complex: Long subparallel ridges and swales aligned obliquely across the regional trend of the contours (Neuendorf et al. 2011). Enumerated_Domain_Value_Definition_Source: Producer defined, definition modified from Neuendorf and others (2011). Attribute_Domain_Values: Enumerated_Domain: Enumerated_Domain_Value: -99999 Enumerated_Domain_Value_Definition: Missing value. Enumerated_Domain_Value_Definition_Source: Producer defined, definition modified from Neuendorf and others (2011). Attribute: Attribute_Label: SubType Attribute_Definition: Substrate type: dominant classification of substrate within approximately 5 m. NoData value of -99999. Curly brackets ('{}') around two values are used in the modeling process. Attribute_Definition_Source: Zeigler and others, 2018 Attribute_Domain_Values: Enumerated_Domain: Enumerated_Domain_Value: 1000 Enumerated_Domain_Value_Definition: Sand or Mud/Peat: In this study, wet, sandy substrates could not be differentiated from mud/peat in marshy areas. Therefore, we identified substrate as being either of these two types in the Substrate raster layer. Mud/Peat is a sticky, fine-grained, predominantly clay- or silt-sized marine detrital sediment (Neuendorf and others 2011). Sand included rock or mineral grains with diameters between 0.074 and 4.76 mm (Neuendorf et al. 2011). Enumerated_Domain_Value_Definition_Source: Producer defined Attribute_Domain_Values: Enumerated_Domain: Enumerated_Domain_Value: 1111 Enumerated_Domain_Value_Definition: Sand: predominantly sandy substrates that contain rock or mineral grains with diameters between 0.074 and 4.76 mm (Neuendorf et al. 2011) with no discernible shells fragments or large rock fragments. Enumerated_Domain_Value_Definition_Source: Producer defined Attribute_Domain_Values: Enumerated_Domain: Enumerated_Domain_Value: 2222 Enumerated_Domain_Value_Definition: Shell/Gravel/Cobble: substrates containing a mixture of sand, shell or rock fragments, or large rocks. Enumerated_Domain_Value_Definition_Source: Producer defined Attribute_Domain_Values: Enumerated_Domain: Enumerated_Domain_Value: 3333 Enumerated_Domain_Value_Definition: MudPeat: A sticky, fine-grained, predominantly clay- or silt-sized marine detrital sediment (Neuendorf and others 2011). Enumerated_Domain_Value_Definition_Source: Producer defined, definition modified from Neuendorf and others (2011). Attribute_Domain_Values: Enumerated_Domain: Enumerated_Domain_Value: 4444 Enumerated_Domain_Value_Definition: Water: Any location that (i) is always submerged (e.g., locations several meters into the ocean, bay, or inland water body), (ii) was submerged at the time aerial imagery was captured (i.e., intertidal regions of beaches), or (iii) was not submerged at the time aerial imagery was captured but was seaward of the shoreline polygon. Enumerated_Domain_Value_Definition_Source: Producer defined, definition modified from Neuendorf and others (2011). Attribute_Domain_Values: Enumerated_Domain: Enumerated_Domain_Value: 6666 Enumerated_Domain_Value_Definition: Development: Any location that fell within areas obviously influenced by anthropogenic activities (e.g., housing developments, paved roads or parking lots, recreational sports fields, etc.). Enumerated_Domain_Value_Definition_Source: Producer defined, definition modified from Neuendorf and others (2011). Attribute_Domain_Values: Enumerated_Domain: Enumerated_Domain_Value: {1111, 2222} Enumerated_Domain_Value_Definition: Sand or ShellGravelCobble: Substrate is either predominantly sand or a mix of sand with shell or rock fragments. Sand included rock or mineral grains with diameters between 0.074 and 4.76 mm (Neuendorf and others 2011) with no discernible shells fragments or large rock fragments. ShellGravelCobble described substrates containing a mixture of sand, shell or rock fragments, or large rocks. Enumerated_Domain_Value_Definition_Source: Producer defined, definition modified from Neuendorf and others (2011). Attribute_Domain_Values: Enumerated_Domain: Enumerated_Domain_Value: -99999 Enumerated_Domain_Value_Definition: Unknown: Substrate type could not be determined based on aerial imagery Enumerated_Domain_Value_Definition_Source: Producer defined Attribute: Attribute_Label: VegDens Attribute_Definition: The dominant type of vegetation within approximately 5 m. NoData value of -99999. Curly brackets ('{}') around two values are used in the modeling process. Attribute_Definition_Source: Zeigler and others, 2018 Attribute_Domain_Values: Enumerated_Domain: Enumerated_Domain_Value: 111 Enumerated_Domain_Value_Definition: None: Areas lacking terrestrial vegetation of any type. Such areas were most frequently associated with the beach geomorphic setting (found seaward of the study area shoreline) assumed to be covered by water. Enumerated_Domain_Value_Definition_Source: Producer defined Attribute_Domain_Values: Enumerated_Domain: Enumerated_Domain_Value: 222 Enumerated_Domain_Value_Definition: Sparse: areas where vegetation was apparent and covered less than 20% of the 5x5-m raster cell. Enumerated_Domain_Value_Definition_Source: Producer defined Attribute_Domain_Values: Enumerated_Domain: Enumerated_Domain_Value: 333 Enumerated_Domain_Value_Definition: Moderate: areas where vegetation appeared to cover 20–90% of the 5x5-m raster cell. Enumerated_Domain_Value_Definition_Source: Producer defined Attribute_Domain_Values: Enumerated_Domain: Enumerated_Domain_Value: 444 Enumerated_Domain_Value_Definition: Dense: areas where vegetation appeared to cover greater than 90% of the 5x5-m raster cell. Enumerated_Domain_Value_Definition_Source: Producer defined Attribute_Domain_Values: Enumerated_Domain: Enumerated_Domain_Value: 555 Enumerated_Domain_Value_Definition: Development: In this study, we selected development as the vegetation density for any location that fell within areas obviously influenced by anthropogenic activities (e.g., housing developments, paved roads or parking lots, recreational sports fields, etc.). Enumerated_Domain_Value_Definition_Source: Producer defined Attribute_Domain_Values: Enumerated_Domain: Enumerated_Domain_Value: {111, 222} Enumerated_Domain_Value_Definition: None or Sparse: The given location either appeared to lack vegetation completely in the aerial imagery or, if vegetation was apparent, covered less than 20% of the approximately 5 x 5 m area designated by the transect point. Enumerated_Domain_Value_Definition_Source: Producer defined Attribute_Domain_Values: Enumerated_Domain: Enumerated_Domain_Value: {222, 333} Enumerated_Domain_Value_Definition: Sparse or Moderate: In this study, areas with sparse vegetation could not consistently be differentiated from areas containing moderate vegetation in the orthoimagery alone. Therefore, we identified vegetation as being either of these two types in the Vegetation Density raster layer. Areas described as having 'Sparse' vegetation appeared to have vegetation that covered less than 20% of the 5x5-m raster cell. In areas described as 'Moderate', vegetation appeared to cover 20-90% of the 5x5-m raster cell. Enumerated_Domain_Value_Definition_Source: Producer defined Attribute_Domain_Values: Enumerated_Domain: Enumerated_Domain_Value: {333, 444} Enumerated_Domain_Value_Definition: Moderate or Dense: The given location either appeared to have vegetation covering 20-90% or >90% of the approximately 5 x 5 m area designated by the transect point. Enumerated_Domain_Value_Definition_Source: Producer defined Attribute_Domain_Values: Enumerated_Domain: Enumerated_Domain_Value: -99999 Enumerated_Domain_Value_Definition: Unknown: Vegetation density could not be determined based on the aerial imagery Enumerated_Domain_Value_Definition_Source: Zeigler and others, 2018 Attribute: Attribute_Label: VegType Attribute_Definition: The dominant type of vegetation within approximately 5 m. NoData value of -99999. Curly brackets ('{}') around two values are used in the modeling process. Attribute_Definition_Source: Zeigler and others, 2018 Attribute_Domain_Values: Enumerated_Domain: Enumerated_Domain_Value: 11 Enumerated_Domain_Value_Definition: None: Areas lacking terrestrial vegetation of any type. Such areas were associated with the beach geomorphic setting (found seaward of the study area shoreline) assumed to be covered by water. Enumerated_Domain_Value_Definition_Source: Producer defined Attribute_Domain_Values: Enumerated_Domain: Enumerated_Domain_Value: 22 Enumerated_Domain_Value_Definition: Herbaceous: areas containing primarily herbaceous vegetation of the forb/herb growth habit (USDA 2015) and lacking shrubs, trees, or any other vegetation with woody stems (Neuendorf et al. 2011). In this study, the Herbaceous vegetation type typically described the vegetation cover found in Godfrey’s (1976) (i) ‘grassland’ ecological zone along the backshore and dunes, dominated by beach grasses (e.g., Ammophila breviligulata) or (ii) ‘intertidal marsh’ ecological zone dominated by cordgrass (e.g., Spartina patens). Enumerated_Domain_Value_Definition_Source: Producer defined Attribute_Domain_Values: Enumerated_Domain: Enumerated_Domain_Value: 33 Enumerated_Domain_Value_Definition: Shrub: Areas containing low (less than 5 m height), multi-stemmed woody plants of the subshrub or shrub growth habits (USDA 2015). In this study, the Shrub vegetation type typically described vegetation cover found in Godfrey’s (1976) heath-like ‘shrublands’ ecological zone in stable dune systems. Enumerated_Domain_Value_Definition_Source: Producer defined Attribute_Domain_Values: Enumerated_Domain: Enumerated_Domain_Value: 44 Enumerated_Domain_Value_Definition: Forest: Areas containing trees and tall (> 5 m) shrubs of the tree growth habit (USDA 2015b). In this study, the Forest vegetation type typically described vegetation cover found in Godfrey’s (1976) ‘woodlands–forests’ ecological zone found in barrier island interiors and dominated by deciduous (e.g., Quercus velutina), pine (e.g., Pinus rigida), and juniper (e.g., Juniperus virginiana) species. Enumerated_Domain_Value_Definition_Source: Producer defined Attribute_Domain_Values: Enumerated_Domain: Enumerated_Domain_Value: 55 Enumerated_Domain_Value_Definition: Development: In this study, we selected Development as the vegetation type for any location that fell within areas obviously influenced by anthropogenic activities (e.g., housing developments, paved roads or parking lots, recreational sports fields, etc.). Enumerated_Domain_Value_Definition_Source: Producer defined Attribute_Domain_Values: Enumerated_Domain: Enumerated_Domain_Value: {11, 22} Enumerated_Domain_Value_Definition: None or Herbaceous: The given location either lacked vegetation or contained primarily herbaceous vegetation of the forb/herb growth habit (USDA 2015). In this study, the herbaceous vegetation type typically described the vegetation cover found in Godfrey’s (1976) (i) ‘grassland’ ecological zone along the backshore and dunes, dominated by beach grasses (e.g., Ammophila breviligulata) or (ii) ‘intertidal marsh’ ecological zone dominated by cordgrass (e.g., Spartina patens). Enumerated_Domain_Value_Definition_Source: Producer defined Attribute_Domain_Values: Enumerated_Domain: Enumerated_Domain_Value: {22, 33} Enumerated_Domain_Value_Definition: Herbaceous or Shrub: The given location either contained primarily herbaceous vegetation of the forb/herb growth habit or low (less than 5 m height), multi-stemmed woody plants of the subshrub or shrub growth habits (USDA 2015). In this study, the herbaceous vegetation type typically described the vegetation cover found in Godfrey’s (1976) (i) ‘grassland’ ecological zone along the backshore and dunes, dominated by beach grasses (e.g., Ammophila breviligulata) or (ii) ‘intertidal marsh’ ecological zone dominated by cordgrass (e.g., Spartina patens). The shrub vegetation type typically described vegetation cover found in Godfrey’s (1976) heath-like ‘shrublands’ ecological zone in stable dune systems. Enumerated_Domain_Value_Definition_Source: Producer defined Attribute_Domain_Values: Enumerated_Domain: Enumerated_Domain_Value: {33, 44} Enumerated_Domain_Value_Definition: Shrub or Forest: The given location contained either tall (greater than 5 m height) multi-stemmed woody plants of the shrub growth habit or plants of the tree growth habit (USDA 2015). In this study, the shrub vegetation type typically described vegetation cover found in Godfrey’s (1976) heath-like ‘shrublands’ ecological zone in stable dune systems. The forest vegetation type typically described vegetation cover found in Godfrey’s (1976) ‘woodlands–forests’ ecological zone found in barrier island interiors and dominated by deciduous (e.g., Quercus velutina), pine (e.g., Pinus rigida), and juniper (e.g., Juniperus virginiana) species. Enumerated_Domain_Value_Definition_Source: Producer defined Attribute_Domain_Values: Enumerated_Domain: Enumerated_Domain_Value: -99999 Enumerated_Domain_Value_Definition: Unknown: Vegetation type could not be determined based on aerial imagery Enumerated_Domain_Value_Definition_Source: Producer defined Attribute: Attribute_Label: sort_ID Attribute_Definition: Unique identifier that orders transects sequentially along the shoreline. Attribute_Definition_Source: Producer defined Attribute_Domain_Values: Range_Domain: Range_Domain_Minimum: 1.0 Range_Domain_Maximum: 878.0 Attribute_Units_of_Measure: integer Attribute: Attribute_Label: TransOrder Attribute_Definition: Transect identifier corresponding to that used in NASC transects. NoData value of -99999. Attribute_Definition_Source: Himmelstoss and others (2010) Attribute_Domain_Values: Range_Domain: Range_Domain_Minimum: 1.0 Range_Domain_Maximum: 1676.0 Attribute_Units_of_Measure: integer Attribute: Attribute_Label: TransectId Attribute_Definition: Transect identifier corresponding to that used in NASC transects. NoData value of -99999. Attribute_Definition_Source: Himmelstoss and others (2010) Attribute_Domain_Values: Range_Domain: Range_Domain_Minimum: 1.0 Range_Domain_Maximum: 1646.0 Attribute_Units_of_Measure: integer Attribute: Attribute_Label: DD_ID Attribute_Definition: Identifier that orders transects sequentially along the shoreline and is unique across all sites analyzed for Zeigler and others, 2018. Attribute_Definition_Source: Producer defined Attribute_Domain_Values: Range_Domain: Range_Domain_Minimum: 30001 Range_Domain_Maximum: 30878 Attribute_Units_of_Measure: integer Attribute: Attribute_Label: Azimuth Attribute_Definition: Bearing of the NASC transect measured in degrees clockwise from North. NoData value of -99999. Attribute_Definition_Source: Himmelstoss and others (2010) Attribute_Domain_Values: Range_Domain: Range_Domain_Minimum: 260.58 Range_Domain_Maximum: 299.08 Attribute_Units_of_Measure: degrees Attribute: Attribute_Label: LRR Attribute_Definition: Rate of shoreline change determined by linear regression. These are defined for each NASC transect. NoData value of -99999. Attribute_Definition_Source: Himmelstoss and others (2010) Attribute_Domain_Values: Range_Domain: Range_Domain_Minimum: -8.61 Range_Domain_Maximum: 15.39 Attribute_Units_of_Measure: meters/year Attribute: Attribute_Label: SL_x Attribute_Definition: Easting of position of MHW shoreline along transect. NoData value of -99999. Attribute_Definition_Source: Producer defined Attribute_Domain_Values: Range_Domain: Range_Domain_Minimum: 557600.4009999996 Range_Domain_Maximum: 577535.0681999996 Attribute_Units_of_Measure: meters Attribute: Attribute_Label: SL_y Attribute_Definition: Northing of position of MHW shoreline along transect. NoData value of -99999. Attribute_Definition_Source: Producer defined Attribute_Domain_Values: Range_Domain: Range_Domain_Minimum: 4367237.5144 Range_Domain_Maximum: 4401327.526000001 Attribute_Units_of_Measure: meters Attribute: Attribute_Label: Bslope Attribute_Definition: Slope of foreshore at the shoreline point nearest to the transects within 25 m. NoData value of -99999. Attribute_Definition_Source: Producer defined Attribute_Domain_Values: Range_Domain: Range_Domain_Minimum: -0.126751 Range_Domain_Maximum: -0.005375 Attribute_Units_of_Measure: percent Attribute: Attribute_Label: DL_x Attribute_Definition: Easting of the nearest dune toe point within 25 meters of the transect. NoData value of -99999. Attribute_Definition_Source: Producer defined Attribute_Domain_Values: Range_Domain: Range_Domain_Minimum: 557907.6743999999 Range_Domain_Maximum: 577384.8981999997 Attribute_Units_of_Measure: meters Attribute: Attribute_Label: DL_y Attribute_Definition: Northing of the nearest dune toe point within 25 meters of the transect. NoData value of -99999. Attribute_Definition_Source: Producer defined Attribute_Domain_Values: Range_Domain: Range_Domain_Minimum: 4367613.3517 Range_Domain_Maximum: 4401298.7425999995 Attribute_Units_of_Measure: meters Attribute: Attribute_Label: DL_z Attribute_Definition: Elevation of the nearest dune toe point within 25 meters of the transect, referenced to NAVD88. NoData value of -99999. Attribute_Definition_Source: Producer defined Attribute_Domain_Values: Range_Domain: Range_Domain_Minimum: 0.741722 Range_Domain_Maximum: 6.073472 Attribute_Units_of_Measure: meters Attribute: Attribute_Label: DL_zmhw Attribute_Definition: Elevation of the nearest dune toe point within 25 meters of the transect, referenced to MHW. NoData value of -99999. Attribute_Definition_Source: Producer defined Attribute_Domain_Values: Range_Domain: Range_Domain_Minimum: 0.311722 Range_Domain_Maximum: 5.643472 Attribute_Units_of_Measure: meters Attribute: Attribute_Label: DL_snapX Attribute_Definition: Easting of the nearest dune toe point within 25 meters of the transect, snapped to the transect. NoData value of -99999. Attribute_Definition_Source: Producer defined Attribute_Domain_Values: Range_Domain: Range_Domain_Minimum: 557904.7691348447 Range_Domain_Maximum: 577394.310276426 Attribute_Units_of_Measure: meters Attribute: Attribute_Label: DL_snapY Attribute_Definition: Northing of the nearest dune toe point within 25 meters of the transect, snapped to the transect. NoData value of -99999. Attribute_Definition_Source: Producer defined Attribute_Domain_Values: Range_Domain: Range_Domain_Minimum: 4367600.065148419 Range_Domain_Maximum: 4401319.512547525 Attribute_Units_of_Measure: meters Attribute: Attribute_Label: DH_x Attribute_Definition: Easting of the nearest dune crest point within 25 meters of the transect. NoData value of -99999. Attribute_Definition_Source: Producer defined Attribute_Domain_Values: Range_Domain: Range_Domain_Minimum: 557897.9091999996 Range_Domain_Maximum: 577372.6683 Attribute_Units_of_Measure: meters Attribute: Attribute_Label: DH_y Attribute_Definition: Northing of the nearest dune crest point within 25 meters of the transect. NoData value of -99999. Attribute_Definition_Source: Producer defined Attribute_Domain_Values: Range_Domain: Range_Domain_Minimum: 4367642.5046 Range_Domain_Maximum: 4401305.569800001 Attribute_Units_of_Measure: meters Attribute: Attribute_Label: DH_z Attribute_Definition: Elevation of the nearest dune crest point within 25 meters of the transect, referenced to NAVD88. NoData value of -99999. Attribute_Definition_Source: Producer defined Attribute_Domain_Values: Range_Domain: Range_Domain_Minimum: 0.631975 Range_Domain_Maximum: 8.074231 Attribute_Units_of_Measure: meters Attribute: Attribute_Label: DH_zmhw Attribute_Definition: Elevation of the nearest dune crest point within 25 meters of the transect, referenced to MHW. NoData value of -99999. Attribute_Definition_Source: Producer defined Attribute_Domain_Values: Range_Domain: Range_Domain_Minimum: 0.20197499999999996 Range_Domain_Maximum: 7.6442309999999996 Attribute_Units_of_Measure: meters Attribute: Attribute_Label: DH_snapX Attribute_Definition: Easting of the nearest dune crest point within 25 meters of the transect, snapped to the transect. NoData value of -99999. Attribute_Definition_Source: Producer defined Attribute_Domain_Values: Range_Domain: Range_Domain_Minimum: 557898.1206087049 Range_Domain_Maximum: 577381.8957742334 Attribute_Units_of_Measure: meters Attribute: Attribute_Label: DH_snapY Attribute_Definition: Northing of the nearest dune crest point within 25 meters of the transect, snapped to the transect. NoData value of -99999. Attribute_Definition_Source: Producer defined Attribute_Domain_Values: Range_Domain: Range_Domain_Minimum: 4367643.301290337 Range_Domain_Maximum: 4401325.314370357 Attribute_Units_of_Measure: meters Attribute: Attribute_Label: Arm_x Attribute_Definition: Easting of the nearest armoring structure within 25 meters of the transect. NoData value of -99999. Attribute_Definition_Source: Producer defined Attribute_Domain_Values: Range_Domain: Range_Domain_Minimum: 563442.0234357184 Range_Domain_Maximum: 575799.0812731674 Attribute_Units_of_Measure: meters Attribute: Attribute_Label: Arm_y Attribute_Definition: Northing of the nearest armoring structure within 25 meters of the transect. NoData value of -99999. Attribute_Definition_Source: Producer defined Attribute_Domain_Values: Range_Domain: Range_Domain_Minimum: 4376112.520463401 Range_Domain_Maximum: 4399195.092110263 Attribute_Units_of_Measure: meters Attribute: Attribute_Label: Arm_z Attribute_Definition: Elevation of the nearest armoring structure within 25 meters of the transect, referenced to NAVD88. NoData value of -99999. Attribute_Definition_Source: Producer defined Attribute_Domain_Values: Range_Domain: Range_Domain_Minimum: 1.0408397912979126 Range_Domain_Maximum: 8.401320457458496 Attribute_Units_of_Measure: meters Attribute: Attribute_Label: Arm_zmhw Attribute_Definition: Elevation of the nearest armoring structure within 25 meters of the transect, referenced to MHW. NoData value of -99999. Attribute_Definition_Source: Producer defined Attribute_Domain_Values: Range_Domain: Range_Domain_Minimum: 0.6108397841453552 Range_Domain_Maximum: 7.971320629119873 Attribute_Units_of_Measure: meters Attribute: Attribute_Label: DistDH Attribute_Definition: Horizontal distance along transect from the MHW shoreline to the dune crest (DH_snapX, DH_snapY). NoData value of -99999. Attribute_Definition_Source: Producer defined Attribute_Domain_Values: Range_Domain: Range_Domain_Minimum: 7.604742136619518 Range_Domain_Maximum: 284.2027889464512 Attribute_Units_of_Measure: meters Attribute: Attribute_Label: DistDL Attribute_Definition: Horizontal distance along transect from the MHW shoreline to the dune toe (DL_snapX, DL_snapY). NoData value of -99999. Attribute_Definition_Source: Producer defined Attribute_Domain_Values: Range_Domain: Range_Domain_Minimum: 3.734276790018529 Range_Domain_Maximum: 194.6039521386848 Attribute_Units_of_Measure: meters Attribute: Attribute_Label: DistArm Attribute_Definition: Horizontal distance along transect from the MHW shoreline to the first armoring structure (Arm_snapX, Arm_snapY). NoData value of -99999. Attribute_Definition_Source: Producer defined Attribute_Domain_Values: Range_Domain: Range_Domain_Minimum: 6.002745769003175 Range_Domain_Maximum: 133.00926273306172 Attribute_Units_of_Measure: meters Attribute: Attribute_Label: Dist2Inlet Attribute_Definition: Alongshore distance to nearest inlet. NoData value of -99999. Attribute_Definition_Source: Producer defined Attribute_Domain_Values: Range_Domain: Range_Domain_Minimum: 5.571631511045741 Range_Domain_Maximum: 17758.594593322847 Attribute_Units_of_Measure: meters Attribute: Attribute_Label: WidthPart Attribute_Definition: Horizontal distance between seaward shoreline and the first break in the land, such as intervening water bodies like back-barrier creeks. NoData value of -99999. Attribute_Definition_Source: Producer defined Attribute_Domain_Values: Range_Domain: Range_Domain_Minimum: 0.11043522989628494 Range_Domain_Maximum: 1400.645343840525 Attribute_Units_of_Measure: meters Attribute: Attribute_Label: WidthLand Attribute_Definition: Barrier Island Width (m). Width of the barrier island cross-section. Measurement only considers width of land and not intervening water bodies such as back barrier creeks. NoData value of -99999. Attribute_Definition_Source: Producer defined Attribute_Domain_Values: Range_Domain: Range_Domain_Minimum: 80.60154937732341 Range_Domain_Maximum: 1743.613203568872 Attribute_Units_of_Measure: meters Attribute: Attribute_Label: WidthFull Attribute_Definition: Barrier Island Full Width (m). Horizontal distance along transect from seaward shoreline to farthest bayside shoreline. NoData value of -99999. Attribute_Definition_Source: Producer defined Attribute_Domain_Values: Range_Domain: Range_Domain_Minimum: 80.60154937732341 Range_Domain_Maximum: 1931.4733386541254 Attribute_Units_of_Measure: meters Attribute: Attribute_Label: uBW Attribute_Definition: Upper beach width. The horizontal distance from MHW shoreline to the dune toe or equivalent. NoData value of -99999. Attribute_Definition_Source: Producer defined Attribute_Domain_Values: Range_Domain: Range_Domain_Minimum: 3.734276790018529 Range_Domain_Maximum: 223.2842927746413 Attribute_Units_of_Measure: meters Attribute: Attribute_Label: uBH Attribute_Definition: Upper beach height. The vertical distance from MHW to the dune toe or equivalent. NoData value of -99999. Attribute_Definition_Source: Producer defined Attribute_Domain_Values: Range_Domain: Range_Domain_Minimum: 0.20197499999999996 Range_Domain_Maximum: 7.971320629119873 Attribute_Units_of_Measure: meters Attribute: Attribute_Label: ub_feat Attribute_Definition: Feature (dune toe, dune crest, or armoring) that indicates the top of beach, used to calculate beach width and beach height. Attribute_Definition_Source: Producer defined Attribute_Domain_Values: Enumerated_Domain: Enumerated_Domain_Value: -99999 Enumerated_Domain_Value_Definition: No feature available to calculate beach width. Enumerated_Domain_Value_Definition_Source: Producer defined Attribute_Domain_Values: Enumerated_Domain: Enumerated_Domain_Value: DL Enumerated_Domain_Value_Definition: Dune toe. Enumerated_Domain_Value_Definition_Source: Producer defined Attribute_Domain_Values: Enumerated_Domain: Enumerated_Domain_Value: DH Enumerated_Domain_Value_Definition: Dune crest. Enumerated_Domain_Value_Definition_Source: Producer defined Attribute_Domain_Values: Enumerated_Domain: Enumerated_Domain_Value: Arm Enumerated_Domain_Value_Definition: Shorefront armoring used in place of dune toe to calculated beach width. Enumerated_Domain_Value_Definition_Source: Producer defined Attribute: Attribute_Label: mean_Zmhw Attribute_Definition: Mean elevation along transect, referenced to MHW tidal datum. NoData value of -99999. Attribute_Definition_Source: Producer defined Attribute_Domain_Values: Range_Domain: Range_Domain_Minimum: 0.20337077975273132 Range_Domain_Maximum: 6.132450103759766 Attribute_Units_of_Measure: meters Attribute: Attribute_Label: max_Zmhw Attribute_Definition: Maximum elevation along transect, referenced to MHW tidal datum. NoData value of -99999. Attribute_Definition_Source: Producer defined Attribute_Domain_Values: Range_Domain: Range_Domain_Minimum: -0.2537599802017212 Range_Domain_Maximum: 37.741641998291016 Attribute_Units_of_Measure: meters Attribute: Attribute_Label: Construction Attribute_Definition: Construction: denotes presence of construction-based human erosion management activities. Unknown is indicated with a NoData value of -99999. Attribute_Definition_Source: Producer defined Attribute_Domain_Values: Enumerated_Domain: Enumerated_Domain_Value: 111 Enumerated_Domain_Value_Definition: None-denotes no constructed features. Enumerated_Domain_Value_Definition_Source: Producer defined Attribute_Domain_Values: Enumerated_Domain: Enumerated_Domain_Value: 222 Enumerated_Domain_Value_Definition: Denotes presence of soft approaches (sand fencing, geotubes). Enumerated_Domain_Value_Definition_Source: Producer defined Attribute_Domain_Values: Enumerated_Domain: Enumerated_Domain_Value: 333 Enumerated_Domain_Value_Definition: Denotes presence of hard approaches (rip rap, seawall, jetty, groyne). Enumerated_Domain_Value_Definition_Source: Producer defined Attribute_Domain_Values: Enumerated_Domain: Enumerated_Domain_Value: 444 Enumerated_Domain_Value_Definition: Denotes presence of hard and soft approaches. Enumerated_Domain_Value_Definition_Source: Producer defined Attribute: Attribute_Label: Development Attribute_Definition: Development intensity: denotes intensity of human development. Unknown is indicated with a NoData value of -99999. Attribute_Definition_Source: Producer defined Attribute_Domain_Values: Enumerated_Domain: Enumerated_Domain_Value: 111 Enumerated_Domain_Value_Definition: Denotes no human development. Enumerated_Domain_Value_Definition_Source: Producer defined Attribute_Domain_Values: Enumerated_Domain: Enumerated_Domain_Value: 222 Enumerated_Domain_Value_Definition: Denotes light development. Enumerated_Domain_Value_Definition_Source: Producer defined Attribute_Domain_Values: Enumerated_Domain: Enumerated_Domain_Value: 333 Enumerated_Domain_Value_Definition: Denotes moderate development. Enumerated_Domain_Value_Definition_Source: Producer defined Attribute: Attribute_Label: Nourishment Attribute_Definition: Nourishment activity: denotes presence of nourishment-based human erosion management activities. Unknown is indicated with a NoData value of -99999. Attribute_Definition_Source: Producer defined Attribute_Domain_Values: Enumerated_Domain: Enumerated_Domain_Value: 111 Enumerated_Domain_Value_Definition: Denotes no nourishment. Enumerated_Domain_Value_Definition_Source: Producer defined Attribute_Domain_Values: Enumerated_Domain: Enumerated_Domain_Value: 222 Enumerated_Domain_Value_Definition: Denotes occasional nourishment. Enumerated_Domain_Value_Definition_Source: Producer defined Detailed_Description: Entity_Type: Entity_Type_Label: ebf12_ubw.tif values attribute table Entity_Type_Definition: Values attribute table (ebf12_ubw.tif.vat.dbf), which indicates the beach width of every cell in the raster (ebf12_ubw.tif). The raster is composed of 5,031 x 7,764 grid cells. Raster cells outside the bounds of the data have a NoData value of 65535. Entity_Type_Definition_Source: Producer defined Attribute: Attribute_Label: Value Attribute_Definition: Matches the sort_ID identifier values used to uniquely identify transects in the supplemented NASC transects and the 5-m points Attribute_Definition_Source: Producer defined Attribute_Domain_Values: Range_Domain: Range_Domain_Minimum: 1 Range_Domain_Maximum: 878 Attribute_Units_of_Measure: integer Attribute: Attribute_Label: Count Attribute_Definition: Number of pixels pertaining to the transect identified by the Value field. Attribute_Definition_Source: Producer defined Attribute_Domain_Values: Range_Domain: Range_Domain_Minimum: 1205 Range_Domain_Maximum: 16126 Attribute_Units_of_Measure: count Attribute: Attribute_Label: uBW Attribute_Definition: Upper beach width. The horizontal distance from the MHW shoreline to the dune toe or equivalent. The fill value for unavailable data is -99999. Attribute_Definition_Source: Producer defined Attribute_Domain_Values: Range_Domain: Range_Domain_Minimum: 3.73427679 Range_Domain_Maximum: 223.2842928 Attribute_Units_of_Measure: meters Overview_Description: Entity_and_Attribute_Overview: This section provides a separate detailed entity and attribute information section for each dataset described in these metadata. The complete dataset is included in the 5-m points. The other files are included for convenience. Each point represents a 5 x 5 m sample area with the geomorphological characteristics specified. All calculations for length are in meter units and were based on the UTM zone 18N NAD83 projection. NoData is indicated with the value -99999. Please review the individual attribute descriptions for detailed information. Entity_and_Attribute_Detail_Citation: Methods Open-File Report by Zeigler and others, 2019 Distribution_Information: Distributor: Contact_Information: Contact_Organization_Primary: Contact_Organization: U.S. Geological Survey - ScienceBase Contact_Address: Address_Type: mailing and physical address Address: Denver Federal Center, Building 810, Mail Stop 302 City: Denver State_or_Province: CO Postal_Code: 80225 Country: USA Contact_Voice_Telephone: 1-888-275-8747 Contact_Electronic_Mail_Address: sciencebase@usgs.gov Resource_Description: This dataset contains three individual datasets: point data as a generic comma-separated ASCII formatted data file (ebf12_pts.csv); an Esri shapefile with transect geometries and index values (ebf_trans.shp and other shapefile components); and a 16-bit GeoTIFF file containing the upper beach width values (ebf12_ubw.tif and associated value attribute table). The CSDGM FGDC metadata describing the datasets in XML format (ebf12_pts_trans_ubw_meta.xml) and the browse graphic (ebf_pts_trans_ubw_browse.png) are also included as well as the iPython notebook (extractor_ebf12.ipynb) used for processing. These datasets can be downloaded individually or packaged on-demand in a zip file (see the Digital Transfer Option section). Distribution_Liability: Neither the U.S. Government, the Department of the Interior, nor the USGS, nor any of their employees, contractors, or subcontractors, make any warranty, express or implied, nor assume any legal liability or responsibility for the accuracy, completeness, or usefulness of any information, apparatus, product, or process disclosed, nor represent that its use would not infringe on privately owned rights. The act of distribution shall not constitute any such warranty, and no responsibility is assumed by the USGS in the use of these data or related materials. Although these data and associated metadata have been reviewed for accuracy and completeness and approved for release by the U.S. Geological Survey (USGS), and have been processed successfully on a computer system at the USGS, no warranty expressed or implied is made regarding the display or utility of the data for other purposes, nor on all computer systems, nor shall the act of distribution constitute any such warranty. The USGS or the U.S. Government shall not be held liable for improper or incorrect use of the data described and/or contained herein. Any use of trade, firm, or product names is for descriptive purposes only and does not imply endorsement by the U.S. Government. Standard_Order_Process: Digital_Form: Digital_Transfer_Information: Format_Name: CSV Format_Version_Number: ArcGIS Pro 2.0 Format_Specification: Esri polyline shapefile, comma-separated values table, and GeoTIFF Format_Information_Content: This dataset contains 5-m point data as a comma-separated values (CSV) table (73.5 MB), a polyline shapefile (0.158 MB), and a 16-bit GeoTIFF of beach width (80 MB). The GeoTIFF and its values attribute table must be stored together. Also included are the iPython notebook used for processing, the CSDGM metadata, and the browse graphic. Transfer_Size: 153.658 Digital_Transfer_Option: Online_Option: Computer_Contact_Information: Network_Address: Network_Resource_Name: https://www.sciencebase.gov/catalog/item/5d0bc90be4b0941bde4fc5e4 Network_Resource_Name: https://www.sciencebase.gov/catalog/file/get/5d0bc90be4b0941bde4fc5e4 Network_Resource_Name: https://doi.org/10.5066/P944FPA4 Access_Instructions: The first link is to the page containing the data. The second is a direct link to download all data available from the page as a zip file. The final link is to the publication landing page. The data page (first link) may have additional data access options, including web services. Fees: None Technical_Prerequisites: To utilize these data, the user must have software capable of reading a comma-delimited data file, shapefile format, and 16-bit GeoTIFF with associated values attribute table. Metadata_Reference_Information: Metadata_Date: 20211119 Metadata_Contact: Contact_Information: Contact_Person_Primary: Contact_Person: Emily J. Sturdivant Contact_Organization: U.S. Geological Survey Contact_Position: Geographer Contact_Address: Address_Type: mailing and physical Address: 384 Woods Hole Road City: Woods Hole State_or_Province: MA Postal_Code: 02543-1598 Country: USA Contact_Voice_Telephone: (508) 548-8700 x2230 Contact_Facsimile_Telephone: (508) 457-2310 Contact_Electronic_Mail_Address: whsc_data_contact@usgs.gov Contact_Instructions: The metadata contact email address is a generic address in the event the metadata contact is no longer with the USGS or the email is otherwise invalid. Metadata_Standard_Name: FGDC Content Standards for Digital Geospatial Metadata Metadata_Standard_Version: FGDC-STD-001-1998