Attribute_Accuracy_Report:
The geographic accuracy of the digital bottom simulating reflection (BSR) locations in this dataset depends on (a) the accuracy of the BSR delineations in the original references; (b) the quality of the georeferencing and digitization that could be achieved for the files (all except BOEM2012 and Shedd2012) that required these processing steps; (c) decisions made about how to digitize the BSRs for this dataset. In addition, the dataset as a whole has an inaccuracy in that some known BSRs were not included owing to the difficulty of finding a map with sufficient features for georeferencing and digitizing.
To assess the potential inaccuracy related to (a): The general criteria used to delineate BSRs in marine seismic data acquired with high-energy, impulsive acoustic sources having the frequency characteristics needed to image BSRs include such factors as: (1) negative polarity (reverse impedance, indicating higher over lower velocity sediments) reflections in marine sedimentary section within tens to hundreds of meters below the seafloor; (2) seismic reflections that sometimes roughly parallel the seafloor, consistent with their position at a depth where the hydrostatic pressure and temperature in the sediments correspond to the limit for gas hydrate stability conditions; and (3) seismic reflections that cut across stratigraphic layering, consistent with the reflections' marking a phase boundary, not a stratigraphic boundary, within the sediments. Other bottom simulating features are sometimes recognized in marine seismic data (e.g., the transition of quartz to opal-CT), but such features have different impedance and depth characteristics than BSRs associated with gas hydrates. For the published papers used as the source of maps for georeferencing and digitization of the BSRs, all had been subject to peer review, and gross misidentification of opal-CT features as hydrate-related BSRs is unlikely. There is considerable subjectivity in authors' delineations of BSRs on maps, especially when polygons are drawn encompassing areas in which the raw data indicate fragments of recognized BSRs along individual seismic lines. How much of the area does not contain BSRs within the polygons on original maps is unknown. For Mosher2011_EasternCanada, Bialis2022_BlackSea, and Minshull2020_Norway the BSRs in the original publications were respectively indicated only by circles, ovals, or small, nearly circular shapes on the original maps, meaning that more precise locations and/or spatial extents of BSRs are unknown. Polygons around areas containing BSRs in the original publications often have square edges (possibly correlating to the extent of the original seismic data) or are truncated at the edge of a map, and the original maps associated with BenAvraham2022_SouthAfrica and Neben1998_CelebesSea have question marks on parts of the BSR polygons. Some publications map BSRs not as polygons, but as line segments or points along seismic lines at the places where BSRs are recognized. The publications associated with Jin2003_SouthShetland and Kopp2002_Sumatra show squares over BSRs mapped on seismic lines, and the original maps for Trehu2022_Cascadia, Chi2006_Taiwan, Liu2006_Taiwan, Ohde2018_Nankai, and some others have BSR points along seismic lines. Especially for cases in which the published maps use a polygon to enclose an area where BSRs have been recognized, the delineation of the polygon is likely to represent the greatest inaccuracy in terms of where BSRs actually exist. Note that there are two or more maps for some locations in the dataset. Examples (not exhaustive list) include the Black Sea (Bialis2022_BlackSea, Ludmann2004_BlackSea, and Vasilev2002_BlackSea), the South China Sea (Li2013_SouthChinaSea and Wang2022_SouthChinaSea), Nankai (MH212009_Japan files and Ohde2018_Nankai), and offshore India (Kumar2014_India files and Prakash2010_IndiaEast) have two or more that features within the BSR_polygons layer within the GeoPackage. Users can compare the extent of the BSRs in these maps (in some cases, the BSR polygons will be seen to overlap) and note the differences, but no value judgment was placed by the dataset's authors on the relative accuracy of one of these maps over another.
To assess the potential inaccuracy associated with (b): Georeferencing and digitizing BSRs from maps published over a period of more than 30 years in a wide range of journals and from many geographic areas are not the preferred method for compiling a global dataset, but rather the only method possible when the digital files are unavailable from the original authors. High-quality georeferencing was difficult for BSRs at high latitudes, for maps that were originally published in projections that distorted geometric relationships, and for maps lacking coastlines. The quality of digitization can vary from map to map as well, depending on slight variations in manually picking the points to digitize. It is not possible to quantitatively determine the degree of inaccuracy resulting from georeferencing and digitization, but georeferencing inaccuracies will almost always exceed digitizing inaccuracies.
To assess the potential inaccuracy related to (c): Subjective decisions were made during the digitization process, especially when representing BSRs that appeared in the original published maps as points along seismic lines. For most published maps, polygons in the original were digitized as polygons, and polygons were not combined during digitization. For BSRs identified as points along seismic lines in references such as Chi2006_Taiwan, Liu2006_Taiwan, and Ohde2018_Nankai, polygons were drawn around areas where the BSR points were identified, and the polygon outlines were digitized. Trehu2022_Cascadia and Trehu2022_Hydrate Ridge come from the same published map, which has BSR points identified along seismic lines. For the former file, the points were combined into line segments where BSRs were present on the seismic lines and digitized as polylines. For Hydrate Ridge, which was densely covered by BSR points identified along seismic lines, a polygon was drawn encompassing the dense cluster of points and then digitized. When the dataset authors drew polygons for digitization around points or line segments where BSRs were recognized in original seismic data, this was done judiciously to ensure that large areas without BSR indicators would not be included within the polygons. However, drawing such polygons does introduce an additional inaccuracy.
Note that the two entries associated with BOEM_USAtlantic were provided to the U.S. Geological Survey by the Bureau of Ocean Energy Management (BOEM) as digital coordinates, meaning that there is no inaccuracy associated with (b) or (c) for these BSRs. The entries associated with Shedd2012 were similarly provided by BOEM as shapefiles so that there is also no inaccuracy related to (b) or (c).
BSRs are known to exist in some locations where no published map could be found or where published maps lacked features making it possible to georeference and digitize the maps. For example, BSRs exist offshore parts of Antarctica, but published maps could not be georeferenced for this dataset. BSRs are known to be far more extensive offshore eastern Canada than indicated by the one publication included in this dataset, but no maps have been published, perhaps because the underlying data described in the reference for Mosher2011_EasternCanada are proprietary.
Except for the Kvenvolden1990 map digitized by Carolyn Ruppel in 2013, each of the original maps that required digitization was georeferenced and digitized using the same process and by the same researcher (A. How). In every case, features plotted from the resulting shapefiles overlapped the comparable features in the original maps in the geographic information systems software and had plausible latitudes and longitudes. When these features were plotted on a global map, they resembled the extent and morphology of the maps in the original publications. Polygons were verified to be closed shapes without extraneous components. Because this dataset combines a number of sources, overlapping polygons exist and are valid.
The GeoPackage contains all of the BSRs that were successfully georeferenced and digitized and the additional files provided directly by the Bureau of Ocean Energy Management in geographic coordinates or as shapefiles.
Process_Step:
Process_Description:
STEP 1: In most cases, maps showing the areal extent of bottom simulating reflections (BSRs) were extracted from digital copies of published manuscripts as JPEG (Joint Photographic Exports Group) or PNG (Portable Network Graphics) files and named with the convention of lead author of the publication followed immediately by the publication year then an underscore symbol and the geographic location of the BSRs. Two maps (labelled "MH21" and "Praeg2018") were taken directly from websites. Files labelled "BOEM" and "Shedd2012" were provided in already digitized form by the Bureau of Ocean Energy Management (BOEM). Processing date indicates approximate date of first recent map extraction with the exception of a map digitized by Carolyn Ruppel in 2013 (Kvenvolden1990). Map extractions continued sporadically until January 2023.
Process_Date: 20210601
Process_Contact:
Contact_Information:
Contact_Person_Primary:
Contact_Person: Carolyn Ruppel
Contact_Organization: U.S. Geological Survey, Northeast Region
Contact_Position: Research Geophysicist
Contact_Address:
Address_Type: mailing address
Address: 384 Woods Hole Road
City: Woods Hole
State_or_Province: MA
Postal_Code: 02543
Country: US
Contact_Voice_Telephone: 508-458-8700 x2339
Contact_Facsimile_Telephone: 508-457-2310
Contact_Electronic_Mail_Address: cruppel@usgs.gov
Process_Step:
Process_Description:
STEP 2: Each map was imported into a geographic information system using QGIS software (final version used QGIS 10.20.1 - Odense on a Windows 10 machine). Using coastlines (when available) and latitude and longitude control points (when indicated on the map), each map was georeferenced and the resulting shapefile saved. Processing date indicates approximate date of first georeferencing for the whole dataset. Processing continued sporadically until January 2, 2023, with some files reprocessed if the resulting shapefile did not credibly reproduce the original map.
Process_Date: 20210806
Process_Contact:
Contact_Information:
Contact_Person_Primary:
Contact_Person: Amelia How
Contact_Organization: U.S. Geological Survey, Northeast Region
Contact_Position: Research Geophysicist
Contact_Address:
Address_Type: mailing address
Address: 384 Woods Hole Road
City: Woods Hole
State_or_Province: MA
Postal_Code: 02543
Country: US
Contact_Voice_Telephone: 508-458-8700 x2215
Contact_Facsimile_Telephone: 508-457-2310
Contact_Electronic_Mail_Address: ahow@usgs.gov
Process_Step:
Process_Description:
STEP 3: Digitized BSRs not in the WGS84 geographic coordinate system were converted to WGS84 using Esri ArcMap 10.7 on a Windows 10 machine. The files provided by the Bureau of Ocean Energy Management (see Step 1) were also converted from NAD83 to WGS84 as needed. Processing date indicates the first date on which files were converted. This processing step was finished in early January 2023.
Process_Date: 20221229
Process_Contact:
Contact_Information:
Contact_Person_Primary:
Contact_Person: Carolyn Ruppel
Contact_Organization: U.S. Geological Survey, Northeast Region
Contact_Position: Research Geophysicist
Contact_Address:
Address_Type: mailing address
Address: 384 Woods Hole Road
City: Woods Hole
State_or_Province: MA
Postal_Code: 02543
Country: US
Contact_Voice_Telephone: 508-458-8700 x2339
Contact_Facsimile_Telephone: 508-457-2310
Contact_Electronic_Mail_Address: cruppel@usgs.gov
Process_Step:
Process_Description:
STEP 4: Shapefiles (originally 54) and an associated spreadsheet containing information about the quality of the georeferencing, the reference for the published bottom simulating reflections (BSRs), and comments related to the file were compiled for further processing. Using QGIS 3.16.7-Hannover running on a Windows 10 machine, each polygon shapefile (originally 52) and polyline shapefile (2) were checked for validity using the Vector Geometry tool – Check validity. Two polygons were found to have problems (Chand2012_Barents and Wang2022_SouthChinaSea), and these files were edited and repaired. Shapefiles that consisted of more than one polygon were combined into a single multipart polygon. This was accomplished using the tool Vector geometry – dissolve. As a result of this process, each shapefile contained only one feature. The same process was applied to the polyline shapefiles. Each shapefile was then edited to remove all attributes except the attribute id. A new text attribute was added “shpname” which was populated with the shapefile name prefix originally provided.
Process_Date: 20230112
Process_Contact:
Contact_Information:
Contact_Person_Primary:
Contact_Person: VeeAnn A. Cross
Contact_Organization: U.S. Geological Survey, Northeast Region
Contact_Position: Marine geologist
Contact_Address:
Address_Type: mailing address
Address: 384 Woods Hole Road
City: Woods Hole
State_or_Province: MA
Postal_Code: 02543
Country: US
Contact_Voice_Telephone: 508-458-8700 x2251
Contact_Facsimile_Telephone: 508-457-2310
Contact_Electronic_Mail_Address: vA.@usgs.gov
Process_Step:
Process_Description:
STEP 5: Using the QGIS software referenced in Step 4, the polygon shapefiles were then merged into a single polygon shapefile using the Vector General tool – Merge vector layers. The output polygon shapefile was named merged_polygons.shp. The same procedure was followed for the 2 polyline shapefiles with the output shapefile named merged_polylines.shp
Process_Date: 20230112
Process_Contact:
Contact_Information:
Contact_Person_Primary:
Contact_Person: VeeAnn A. Cross
Contact_Organization: U.S. Geological Survey, Northeast Region
Contact_Position: Marine geologist
Contact_Address:
Address_Type: mailing address
Address: 384 Woods Hole Road
City: Woods Hole
State_or_Province: MA
Postal_Code: 02543
Country: US
Contact_Voice_Telephone: 508-458-8700 x2251
Contact_Facsimile_Telephone: 508-457-2310
Contact_Electronic_Mail_Address: vA.@usgs.gov
Process_Step:
Process_Description:
STEP 6: Using the QGIS software referenced in Step 4, the polygon shapefile was then joined to the Excel spreadsheet containing additional information about the shapefiles (see Step 4) in order to bring over the additional attributes needed for the dataset. The join was accomplished using the Vector general tool – Join attributes by field value. The attribute in the shapefile to join to was shpname corresponding to the column in the Excel spreadsheet named "shapefile." The results were saved into a temporary layer in QGIS. This same join procedure was followed for the polyline merged shapefile and saved as a temporary layer in QGIS.
Process_Date: 20230112
Process_Contact:
Contact_Information:
Contact_Person_Primary:
Contact_Person: VeeAnn A. Cross
Contact_Organization: U.S. Geological Survey, Northeast Region
Contact_Position: Marine geologist
Contact_Address:
Address_Type: mailing address
Address: 384 Woods Hole Road
City: Woods Hole
State_or_Province: MA
Postal_Code: 02543
Country: US
Contact_Voice_Telephone: 508-458-8700 x2251
Contact_Facsimile_Telephone: 508-457-2310
Contact_Electronic_Mail_Address: vA.@usgs.gov
Process_Step:
Process_Description:
STEP 7: Using the QGIS software referenced in Step 4, the polygon temporary layer was then exported to a GeoPackage using Export – Save feature as. Format – GeoPackage. Filename - BSR_GeoPackage.gpkg. Layer name – BSR_polygons. The polyline temporary layer was then exported to the same GeoPackage. Right-mouse click on the layer name – Export – Save feature as. Format – GeoPackage. Filename - BSR_GeoPackage.gpkg. Layer name – BSR_polylines.
Process_Date: 20230112
Process_Contact:
Contact_Information:
Contact_Person_Primary:
Contact_Person: VeeAnn A. Cross
Contact_Organization: U.S. Geological Survey, Northeast Region
Contact_Position: Marine geologist
Contact_Address:
Address_Type: mailing address
Address: 384 Woods Hole Road
City: Woods Hole
State_or_Province: MA
Postal_Code: 02543
Country: US
Contact_Voice_Telephone: 508-458-8700 x2251
Contact_Facsimile_Telephone: 508-457-2310
Contact_Electronic_Mail_Address: vA.@usgs.gov
Process_Step:
Process_Description:
STEP 8: Using QGIS software 3.22.14 - Bialowieza on a Windows 10 machine, the attribute tables for the two layers in the GeoPackage were edited to delete unneeded or redundant columns, to resolve small errors in location descriptions, and to reorder the columns in the attribute table (using "processing > refactor"). In addition, the Excel file was reordered for better correlation with the order of the feature files within the layers for the GeoPackage, and the GeoPackage attributes pointing to the Excel file numbering were manually updated using QGIS. Edits were also made to increase the uniformity of the reference formats and to reduce the number of retained digits for some of the latitude and longitude entries. One record was removed due to low quality georeferencing and the map's being superseded by a co-located and more complete BSR map in another publication. This resulted in the fid within the attribute table being non-sequential (#42 is skipped), reduced the number of polygons to 51 and the total number of features to 53. The process date is the first date on which the files were edited to bring the GeoPackage and the Excel file into conformity.
Process_Date: 20230116
Process_Contact:
Contact_Information:
Contact_Person_Primary:
Contact_Person: Carolyn Ruppel
Contact_Organization: U.S. Geological Survey, Northeast Region
Contact_Position: Research Geophysicist
Contact_Address:
Address_Type: mailing address
Address: 384 Woods Hole Road
City: Woods Hole
State_or_Province: MA
Postal_Code: 02543
Country: US
Contact_Voice_Telephone: 508-458-8700 x2339
Contact_Facsimile_Telephone: 508-457-2310
Contact_Electronic_Mail_Address: cruppel@usgs.gov