Land-Cover Data Derived from Landsat Satellite Imagery, Assateague Island to Metompkin Island, Maryland and Virginia, 1984 to 2014
Metadata:
- Identification_Information:
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- Citation:
-
- Citation_Information:
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- Originator: Julie C. Bernier
- Publication_Date: 2015
- Title:
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Land-Cover Data Derived from Landsat Satellite Imagery, Assateague Island to Metompkin Island, Maryland and Virginia, 1984 to 2014
- Geospatial_Data_Presentation_Form: Raster digital data
- Online_Linkage: https://pubs.usgs.gov/ds/0968/downloads/landsat_a2a_lc_final.zip
- Larger_Work_Citation:
-
- Citation_Information:
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- Originator: Julie C. Bernier
- Originator: Steven H. Douglas
- Originator: Joseph F. Terrano
- Originator: John A. Barras
- Originator: Nathaniel G. Plant
- Originator: Christopher G. Smith
- Publication_Date: 2015
- Title:
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Land-Cover Types, Shoreline Positions, and Sand Extents Derived from Landsat Satellite Imagery, Assateague Island to Metompkin Island, Maryland and Virginia, 1984 to 2014
- Geospatial_Data_Presentation_Form: Multimedia presentation
- Series_Information:
-
- Series_Name: U.S. Geological Survey Data Series
- Issue_Identification: 968
- Publication_Information:
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- Publication_Place: St. Petersburg, FL
- Publisher: U.S. Geological Survey
- Online_Linkage: https://dx.doi.org/10.3133/ds968
- Description:
-
- Abstract:
-
The U.S. Geological Survey has a long history of responding to and documenting the impacts of storms along the Nation’s coasts and incorporating these data into storm impact and coastal change vulnerability assessments. These studies, however, have traditionally focused on sandy shorelines and sandy barrier-island systems, without consideration of impacts to coastal wetlands. The goal of the Barrier Island and Estuarine Wetland Physical Change Assessment project is to integrate a wetland-change assessment with existing coastal-change assessments for the adjacent sandy dunes and beaches, initially focusing on Assateague Island along the Maryland and Virginia coastline. Assateague Island was impacted by waves and storm surge associated with the passage of Hurricane Sandy in October 2012, including erosion and overwash along the ocean-facing sandy shoreline as well as erosion and overwash deposition in the back-barrier and estuarine bay environments.
This report serves as an archive of data that were derived from Landsat 5 and Landsat 8 imagery from 1984 to 2014, including wetland and terrestrial habitat extents; open-ocean, back-barrier, and estuarine mainland shoreline positions; and sand-line positions along the estuarine mainland and barrier shorelines from Assateague Island, Maryland to Metompkin Island, Virginia. The geographic information system data files with accompanying formal Federal Geographic Data Committee (FGDC) metadata can be downloaded from https://pubs.usgs.gov/ds/0968/ds968_data.html.
- Purpose:
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This zip archive includes thematic raster data representing land-cover classes derived from 19 Landsat 5 Thematic Mapper (TM) and four Landsat 8 Operational Land Imager (OLI) image datasets from Assateague Island to Metompkin Island, Maryland and Virginia. For each image acquisition date, the Level 1 data products were stacked into composite 6-band (visible blue, green, and red; near infrared; and two short-wave infrared bands) image files and converted to at-sensor radiance and top-of-atmosphere reflectance. Adjacent scenes (Worldwide Reference System 2, path 14 row 33 and path 14 row 34) were mosaicked to a single image and then clipped to the study area extent. Seven land-cover classes (water, wet marsh, marsh, forested, mixed vegetation, vegetated bare earth, and bare earth) were derived for each image acquisition date using a hybrid classification approach to minimize misclassification of small interior water bodies and tidal channels with surrounding marsh environments.
- Supplemental_Information:
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Information about the Landsat missions, sensor and band specifications, Level 1 data products, and data acess can be found at http://landsat.usgs.gov/index.php.
- Time_Period_of_Content:
-
- Time_Period_Information:
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- Multiple_Dates/Times:
-
- Single_Date/Time:
-
- Calendar_Date: 19841124
- Single_Date/Time:
-
- Calendar_Date: 19890428
- Single_Date/Time:
-
- Calendar_Date: 19891005
- Single_Date/Time:
-
- Calendar_Date: 19940426
- Single_Date/Time:
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- Calendar_Date: 19941104
- Single_Date/Time:
-
- Calendar_Date: 1990510
- Single_Date/Time:
-
- Calendar_Date: 19991118
- Single_Date/Time:
-
- Calendar_Date: 20040405
- Single_Date/Time:
-
- Calendar_Date: 20041115
- Single_Date/Time:
-
- Calendar_Date: 20050611
- Single_Date/Time:
-
- Calendar_Date: 20051102
- Single_Date/Time:
-
- Calendar_Date: 20070516
- Single_Date/Time:
-
- Calendar_Date: 20070617
- Single_Date/Time:
-
- Calendar_Date: 20080416
- Single_Date/Time:
-
- Calendar_Date: 20081126
- Single_Date/Time:
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- Calendar_Date: 20090318
- Single_Date/Time:
-
- Calendar_Date: 20110425
- Single_Date/Time:
-
- Calendar_Date: 20110714
- Single_Date/Time:
-
- Calendar_Date: 20110831
- Single_Date/Time:
-
- Calendar_Date: 20130414
- Single_Date/Time:
-
- Calendar_Date: 20130905
- Single_Date/Time:
-
- Calendar_Date: 20140401
- Single_Date/Time:
-
- Calendar_Date: 20141026
- Currentness_Reference: Ground condition
- Status:
-
- Progress: Complete
- Maintenance_and_Update_Frequency: None planned
- Spatial_Domain:
-
- Bounding_Coordinates:
-
- West_Bounding_Coordinate: -75.590337
- East_Bounding_Coordinate: -74.993480
- North_Bounding_Coordinate: 38.327347
- South_Bounding_Coordinate: 37.739426
- Keywords:
-
- Theme:
-
- Theme_Keyword_Thesaurus: None
- Theme_Keyword: Landsat
- Theme_Keyword: Barrier island
- Theme_Keyword: Estuarine
- Theme_Keyword: Coastal
- Theme_Keyword: Unsupervised classification
- Theme_Keyword: Land cover
- Theme_Keyword: Barrier Island and Estuarine Wetland Physical Change Assessment
- Theme_Keyword: U.S. Geological Survey
- Theme_Keyword: USGS
- Place:
-
- Place_Keyword_Thesaurus: Geographic Names Information System (GNIS)
- Place_Keyword: Maryland
- Place_Keyword: Virginia
- Place_Keyword: Assateague Island
- Place_Keyword: Chincoteague Bay
- Access_Constraints: None
- Use_Constraints:
-
The U.S. Geological Survey requests that it be acknowledged as the originator of this dataset in any future products or research derived from these data.
- Point_of_Contact:
-
- Contact_Information:
-
- Contact_Organization_Primary:
-
- Contact_Organization: U.S. Geological Survey
- Contact_Person: Julie Bernier
- Contact_Position: Geologist
- Contact_Address:
-
- Address_Type: Mailing and physical
- Address: 600 4th Street South
- City: St. Petersburg
- State_or_Province: FL
- Postal_Code: 33701
- Country: USA
- Contact_Voice_Telephone: 727-502-8000
- Contact_Electronic_Mail_Address: jbernier@usgs.gov
- Data_Set_Credit:
-
U.S. Geological Survey, Coastal and Marine Geology Program, St. Petersburg Coastal and Marine Science Center
- Native_Data_Set_Environment:
-
Microsoft Windows 7 Version 6.1 (Build 7601) Service Pack 1; Esri ArcGIS 10.2.2.3552
- Cross_Reference:
-
- Citation_Information:
-
- Originator: Kristy K. Guy
- Publication_Date: 2015
- Title:
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Back-island and open-ocean shorelines, and sand areas of Assateague Island, Maryland and Virginia, April 12, 1989, to September 5, 2013
- Geospatial_Data_Presentation_Form: Multimedia presentation
- Series_Information:
-
- Series_Name: U.S. Geological Survey Data Series
- Issue_Identification: 928
- Publication_Information:
-
- Publication_Place: St. Petersburg, FL
- Publisher: U.S. Geological Survey
- Online_Linkage: https://dx.doi.org/10.3133/ds928
- Data_Quality_Information:
-
- Logical_Consistency_Report:
-
Landsat standard data products, processed using the Level 1 Product Generation System (LPGS), were downloaded from the USGS Earth Resources Observation and Science (EROS) Center data archives.
Even after using a hybrid classification approach, some areas that were classified as wet marsh in the final thematic raster dataset appeared, upon visual inspection, to include submerged aquatic vegetation and submerged sand flats that would be more appropriately classified as open water. These ambiguities are not consistent through time but most commonly occur in Sinepuxent Bay south of Ocean City Inlet, north of Green Run Bay and Pirate Islands, in impoundments behind Chincoteague Island, and at Chincoteague Inlet. Similarly, in some instances, areas that were classified as water in the final thematic raster dataset were interpreted as wet sand on visual inspection. This most commonly occurs along the narrowest part of Assateague Island south of Ocean City Inlet, at the Tom’s Cove spit, and along Metompkin Island. Additionally, some near-shore estuarine areas exhibit “speckling” caused by misclassification of isolated higher reflectance pixels within the water body. No manual cleaning of open-water speckling or potentially misclassified pixels was performed.
- Completeness_Report:
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Nineteen Landsat 5 Thematic Mapper (TM) and four Landsat 8 Operational Land Imager (OLI) image acquisition dates were selected for analysis. Image acquisition dates correspond to 5-year intervals beginning in 1984 supplemented with additional images from intervening years for which high-resolution aerial photography was also analyzed (Guy, 2015). If available, spring (April preferred) and late fall (November preferred) image acquisition dates were used for each analysis year. The spring and fall images were supplemented with additional scenes corresponding to aerial photography acquisition dates (Guy, 2015). A gap in imagery dates from August 31, 2011 to April 14, 2013, corresponding to the decommissioning of the Landsat 5 TM mission and the first data available from the recently launched Landsat 8 OLI mission. Data from the Landsat 7 Enhanced Thematic Mapper Plus (ETM+) satellite are available for this time period; however, data gaps exist over the study area in all Landsat 7 images acquired since May 2003 due to the failure of the scan line corrector early in May 2003, limiting the use of these Landsat 7 data in quantitative land-change analyses.
- Positional_Accuracy:
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- Horizontal_Positional_Accuracy:
-
- Horizontal_Positional_Accuracy_Report:
-
Geodetic accuracy of the Standard Terrain Correction (Level 1T) data product depends on the accuracy of the ground control points and the resolution of the DEM used.
- Lineage:
-
- Process_Step:
-
- Process_Description:
-
Each Landsat Level 1 data product was stacked into a composite multi-band image file using Intergraph Corporation ERDAS IMAGINE 2014 software. The six reflective bands (visible blue, green, and red; near infrared; and two short-wave infrared bands) for each sensor were stacked and used in subsequent processing and analyses.
- Process_Date: 2014
- Process_Contact:
-
- Contact_Information:
-
- Contact_Organization_Primary:
-
- Contact_Organization: U.S. Geological Survey
- Contact_Person: Julie Bernier
- Contact_Position: Geologist
- Contact_Address:
-
- Address_Type: Mailing and physical
- Address: 600 4th Street South
- City: St. Petersburg
- State_or_Province: FL
- Postal_Code: 33701
- Country: USA
- Contact_Voice_Telephone: 727-502-8000
- Contact_Electronic_Mail_Address: jbernier@usgs.gov
- Process_Step:
-
- Process_Description:
-
The composite multi-band image files were converted to at-sensor radiance and top-of-atmosphere (TOA) reflectance using Intergraph Corporation ERDAS IMAGINE 2014 software. Radiometric processing reduces scene-to-scene variability due to gain changes between scenes or differences in solar zenith angles, exoatmospheric solar irradiance, and the earth-sun distance resulting from different acquisition dates and times.
- Process_Date: 2014
- Process_Contact:
-
- Contact_Information:
-
- Contact_Organization_Primary:
-
- Contact_Organization: U.S. Geological Survey
- Contact_Person: Julie Bernier
- Contact_Position: Geologist
- Contact_Address:
-
- Address_Type: Mailing and physical
- Address: 600 4th Street South
- City: St. Petersburg
- State_or_Province: FL
- Postal_Code: 33701
- Country: USA
- Contact_Voice_Telephone: 727-502-8000
- Contact_Electronic_Mail_Address: jbernier@usgs.gov
- Process_Step:
-
- Process_Description:
-
For each image acquisition date, adjacent scenes (Worldwide Reference System 2, path 14 row 33 and path 14 row 34) were mosaicked to a single image and clipped to the study area extent.
- Process_Date: 2014
- Process_Contact:
-
- Contact_Information:
-
- Contact_Organization_Primary:
-
- Contact_Organization: U.S. Geological Survey
- Contact_Person: Julie Bernier
- Contact_Position: Geologist
- Contact_Address:
-
- Address_Type: Mailing and physical
- Address: 600 4th Street South
- City: St. Petersburg
- State_or_Province: FL
- Postal_Code: 33701
- Country: USA
- Contact_Voice_Telephone: 727-502-8000
- Contact_Electronic_Mail_Address: jbernier@usgs.gov
- Process_Step:
-
- Process_Description:
-
Image classification was performed using Intergraph Corporation ERDAS IMAGINE 2014 software. A hybrid classification approach was used to minimize misclassification of small interior water bodies and tidal channels with surrounding marsh environments:
(1) A 3×3 (pixel) edge enhancement convolution filter was applied to the radiometrically corrected, mosaicked images to enhance small water features;
(2) Unsupervised classification was performed on the edge-enhanced image to identify and extract water areas;
(3) Water areas from (2) were masked from the non edge-enhanced image and unsupervised classification of the remaining pixels was grouped into seven classes (water, wet marsh, marsh, forested, mixed vegetation, vegetated bare earth, and bare earth); and
(4) Results of (2) and (3) were merged to generate a final thematically classified raster dataset.
- Process_Date: 2015
- Process_Contact:
-
- Contact_Information:
-
- Contact_Organization_Primary:
-
- Contact_Organization: U.S. Geological Survey
- Contact_Person: Julie Bernier
- Contact_Position: Geologist
- Contact_Address:
-
- Address_Type: Mailing and physical
- Address: 600 4th Street South
- City: St. Petersburg
- State_or_Province: FL
- Postal_Code: 33701
- Country: USA
- Contact_Voice_Telephone: 727-502-8000
- Contact_Electronic_Mail_Address: jbernier@usgs.gov
- Spatial_Data_Organization_Information:
-
- Direct_Spatial_Reference_Method: Raster
- Raster_Object_Information:
-
- Raster_Object_Type: Pixel
- Row_Count: 2169
- Column_Count: 1739
- Vertical_Count: 1
- 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
- False_Easting: 500000.0
- False_Northing: 0.0
- Planar_Coordinate_Information:
-
- Planar_Coordinate_Encoding_Method: Coordinate pair
- Coordinate_Representation:
-
- Abscissa_Resolution: 0.001
- Ordinate_Resolution: 0.001
- Planar_Distance_Units: Meters
- Geodetic_Model:
-
- Horizontal_Datum_Name: D WGS 1984
- Ellipsoid_Name: WGS 1984
- Semi-major_Axis: 6378137.0
- Denominator_of_Flattening_Ratio: 298.257223563
- Entity_and_Attribute_Information:
-
- Detailed_Description:
-
- Entity_Type:
-
- Entity_Type_Label: lt5_p14r33_p14r34_a2a_lc_final.gdb
- Entity_Type_Definition:
-
Esri file geodatabase containing thematic raster datasets representing land-cover classes for each of 19 Landsat 5 image acquisition dates
- Entity_Type_Definition_Source: USGS
- Detailed_Description:
-
- Entity_Type:
-
- Entity_Type_Label: lc8_p14r33_p14r34_a2a_lc_final.gdb
- Entity_Type_Definition:
-
Esri file geodatabase containing thematic raster datasets representing land-cover classes for each of 4 Landsat 8 image acquisition dates
- Entity_Type_Definition_Source: USGS
- Attribute:
-
- Attribute_Label: OBJECTID
- 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: Value
- Attribute_Definition: Land-cover class number
- Attribute_Definition_Source: USGS
- Attribute_Domain_Values:
-
- Enumerated_Domain:
-
- Enumerated_Domain_Value: 0
- Enumerated_Domain_Value_Definition: OUT - pixels outside of analysis extent
- Enumerated_Domain_Value_Definition_Source: USGS
- Attribute_Domain_Values:
-
- Enumerated_Domain:
-
- Enumerated_Domain_Value: 1
- Enumerated_Domain_Value_Definition: WATER - pixels classified as water
- Enumerated_Domain_Value_Definition_Source: USGS
- Attribute_Domain_Values:
-
- Enumerated_Domain:
-
- Enumerated_Domain_Value: 4
- Enumerated_Domain_Value_Definition: WET MARSH - pixels classified as wet marsh land cover
- Enumerated_Domain_Value_Definition_Source: USGS
- Attribute_Domain_Values:
-
- Enumerated_Domain:
-
- Enumerated_Domain_Value: 6
- Enumerated_Domain_Value_Definition: MARSH - pixels classified as marsh land cover
- Enumerated_Domain_Value_Definition_Source: USGS
- Attribute_Domain_Values:
-
- Enumerated_Domain:
-
- Enumerated_Domain_Value: 7
- Enumerated_Domain_Value_Definition: FORESTED - pixels classified as forested land cover
- Enumerated_Domain_Value_Definition_Source: USGS
- Attribute_Domain_Values:
-
- Enumerated_Domain:
-
- Enumerated_Domain_Value: 8
- Enumerated_Domain_Value_Definition:
-
MIXED VEGETATION - pixels classified as mixed vegetation land cover
- Enumerated_Domain_Value_Definition_Source: USGS
- Attribute_Domain_Values:
-
- Enumerated_Domain:
-
- Enumerated_Domain_Value: 10
- Enumerated_Domain_Value_Definition:
-
VEGETATED BARE EARTH - pixels classified as vegetated bare earth land cover
- Enumerated_Domain_Value_Definition_Source: USGS
- Attribute_Domain_Values:
-
- Enumerated_Domain:
-
- Enumerated_Domain_Value: 11
- Enumerated_Domain_Value_Definition: BARE EARTH - pixels classified as bare earth
- Enumerated_Domain_Value_Definition_Source: USGS
- Attribute:
-
- Attribute_Label: Description
- Attribute_Definition: Land-cover description
- Attribute_Definition_Source: USGS
- Attribute_Domain_Values:
-
- Enumerated_Domain:
-
- Enumerated_Domain_Value: OUT
- Enumerated_Domain_Value_Definition: Pixels outside of analysis extent
- Enumerated_Domain_Value_Definition_Source: USGS
- Attribute_Domain_Values:
-
- Enumerated_Domain:
-
- Enumerated_Domain_Value: WATER
- Enumerated_Domain_Value_Definition: Pixels classified as water
- Enumerated_Domain_Value_Definition_Source: USGS
- Attribute_Domain_Values:
-
- Enumerated_Domain:
-
- Enumerated_Domain_Value: WET MARSH
- Enumerated_Domain_Value_Definition: Pixels classified as wet marsh land cover
- Enumerated_Domain_Value_Definition_Source: USGS
- Attribute_Domain_Values:
-
- Enumerated_Domain:
-
- Enumerated_Domain_Value: MARSH
- Enumerated_Domain_Value_Definition: Pixels classified as marsh land cover
- Enumerated_Domain_Value_Definition_Source: USGS
- Attribute_Domain_Values:
-
- Enumerated_Domain:
-
- Enumerated_Domain_Value: FORESTED
- Enumerated_Domain_Value_Definition: Pixels classified as forested land cover
- Enumerated_Domain_Value_Definition_Source: USGS
- Attribute_Domain_Values:
-
- Enumerated_Domain:
-
- Enumerated_Domain_Value: MIXED VEGETATION
- Enumerated_Domain_Value_Definition: Pixels classified as mixed vegetation land cover
- Enumerated_Domain_Value_Definition_Source: USGS
- Attribute_Domain_Values:
-
- Enumerated_Domain:
-
- Enumerated_Domain_Value: VEGETATED BARE EARTH
- Enumerated_Domain_Value_Definition: Pixels classified as vegetated bare earth land cover
- Enumerated_Domain_Value_Definition_Source: USGS
- Attribute_Domain_Values:
-
- Enumerated_Domain:
-
- Enumerated_Domain_Value: BARE EARTH
- Enumerated_Domain_Value_Definition: Pixels classified as bare earth
- Enumerated_Domain_Value_Definition_Source: USGS
- Distribution_Information:
-
- Distributor:
-
- Contact_Information:
-
- Contact_Organization_Primary:
-
- Contact_Organization: U.S. Geological Survey
- Contact_Person: Julie Bernier
- Contact_Position: Geologist
- Contact_Address:
-
- Address_Type: Mailing and physical
- Address: 600 4th Street South
- City: St. Petersburg
- State_or_Province: FL
- Postal_Code: 33701
- Country: USA
- Contact_Voice_Telephone: 727-502-8000
- Contact_Electronic_Mail_Address: jbernier@usgs.gov
- Resource_Description: Downloadable data
- Distribution_Liability:
-
This publication was prepared by an agency of the United States Government. Although these data have been processed successfully on a computer system at the U.S. Geological Survey, no warranty expressed or implied is made regarding the display or utility of the data on any other system, or for general or scientific purposes, nor shall the act of distribution imply any such warranty. The U.S. Geological Survey shall not be held liable for improper or incorrect use of the data described and (or) contained herein. Reference herein to any specific commercial product, process, or service by trade name, trademark, manufacturer, or otherwise does not constitute or imply its endorsement, recommendation, or favoring by the United States Government or any agency thereof.
- Standard_Order_Process:
-
- Digital_Form:
-
- Digital_Transfer_Information:
-
- Format_Name: Esri file geodatabase
- Format_Version_Number: 10.2.2
- Format_Specification: Raster dataset
- Format_Information_Content:
-
This zip file contains two file geodatabases, one each for the Landsat 5 and Landsat 8 thematic land-cover rasters, and this metadata.
- File_Decompression_Technique: Unzip
- Transfer_Size: 3.12
- Digital_Transfer_Option:
-
- Online_Option:
-
- Computer_Contact_Information:
-
- Network_Address:
-
- Network_Resource_Name: https://pubs.usgs.gov/ds/0968/downloads/landsat_a2a_lc_final.zip
- Fees: None, if obtained online
- Technical_Prerequisites:
-
These file geodatabase raster datasets were created using Esri ArcGIS version 10.2.2 and can be opened using Esri ArcGIS version 10.0 or higher; these data may also be viewed using the free GIS viewer ArcGIS Explorer.
- Metadata_Reference_Information:
-
- Metadata_Date: 20150515
- Metadata_Contact:
-
- Contact_Information:
-
- Contact_Organization_Primary:
-
- Contact_Organization: U.S. Geological Survey
- Contact_Person: Julie Bernier
- Contact_Position: Geologist
- Contact_Address:
-
- Address_Type: Mailing and physical
- Address: 600 4th Street South
- City: St. Petersburg
- State_or_Province: FL
- Postal_Code: 33701
- Country: USA
- Contact_Voice_Telephone: 727-502-8000
- Contact_Electronic_Mail_Address: jbernier@usgs.gov
- Metadata_Standard_Name: FGDC Content Standard for Digital Geospatial Metadata
- Metadata_Standard_Version: FGDC-STD-001-1998
- Metadata_Access_Constraints: None
- Metadata_Use_Constraints:
-
The U.S. Geological Survey requests that it be acknowledged as the originator of this dataset in any future products or research derived from these data.
- Metadata_Security_Information:
-
- Metadata_Security_Classification_System: None
- Metadata_Security_Classification: Unclassified
- Metadata_Security_Handling_Description: None
Generated by mp version 2.9.32 on Mon Oct 19 08:51:01 2015